From 2d7a5e989b3dbcd070f9e00c6815579dfc9ad694 Mon Sep 17 00:00:00 2001
From: GitHub Action <action@github.com>
Date: Sat, 3 Aug 2024 04:56:33 +0000
Subject: [PATCH] Updated datasets 2024-08-03 UTC

---
 aws_open_datasets.json | 952 ++++++++++++++++++++++++-----------------
 aws_open_datasets.tsv  | 145 ++++---
 gee_catalog.json       | 180 ++++----
 gee_catalog.tsv        | 180 ++++----
 nasa_cmr_catalog.json  | 143 -------
 nasa_cmr_catalog.tsv   |  11 -
 6 files changed, 804 insertions(+), 807 deletions(-)

diff --git a/aws_open_datasets.json b/aws_open_datasets.json
index 1af2d55..1439897 100644
--- a/aws_open_datasets.json
+++ b/aws_open_datasets.json
@@ -2319,9 +2319,9 @@
         "ARN": "arn:aws:s3:::bobsrepository",
         "Region": "us-east-2",
         "Type": "S3 Bucket",
-        "Documentation": "https://osf.io/wdr78/",
+        "Documentation": "https://bobsrepository.readthedocs.io/en/latest/",
         "Contact": "Eric Feczko (feczk001@umn.edu) & Sally M. Stoyell (stoye003@umn.edu)",
-        "ManagedBy": "Center for Developmental Neuroscience (CDNI), \"[Masonic Institute for the Developing Brain (MIDB)](https://midb.umn.edu/)\"",
+        "ManagedBy": "Masonic Institute for the Developing Brain (MIDB) Open Data Initiative",
         "UpdateFrequency": "The repository is updated when: (1) all brain segmentations have undergone further rounds of manual correction, which may include refinement of existing ROIs and/or delineation of additional FreeSurfer ROIs and/or (2) new manually refined data from different age ranges and/or source studies becomes available",
         "License": "CC-By Attribution 4.0 International",
         "Tags": [
@@ -2333,7 +2333,7 @@
             "segmentation"
         ],
         "Explore": [
-            "[Browse Bucket](https://s3.amazonaws.com/bobsrepository)"
+            "[Browse Bucket](https://s3.amazonaws.com/bobsrepository/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -16053,8 +16053,8 @@
     },
     {
         "Name": "NOAA Atmospheric Climate Data Records",
-        "Description": "Ocean Nearsurface Atmos Profiles",
-        "ARN": "arn:aws:s3:::noaa-cdr-ocean-nearsurface-atmos-profiles-pds",
+        "Description": "Ozone - ESRL",
+        "ARN": "arn:aws:s3:::noaa-cdr-ozone-esrl-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.ncei.noaa.gov/products/climate-data-records/atmospheric",
@@ -16071,7 +16071,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-cdr-ocean-nearsurface-atmos-profiles-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-cdr-ozone-esrl-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -16323,8 +16323,8 @@
     },
     {
         "Name": "NOAA Atmospheric Climate Data Records",
-        "Description": "Outgoing Longwave Radiation - Daily",
-        "ARN": "arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-daily-pds",
+        "Description": "Ocean Nearsurface Atmos Profiles",
+        "ARN": "arn:aws:s3:::noaa-cdr-ocean-nearsurface-atmos-profiles-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.ncei.noaa.gov/products/climate-data-records/atmospheric",
@@ -16341,7 +16341,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-daily-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-cdr-ocean-nearsurface-atmos-profiles-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -16350,8 +16350,8 @@
     },
     {
         "Name": "NOAA Atmospheric Climate Data Records",
-        "Description": "Outgoing Longwave Radiation - Monthly",
-        "ARN": "arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-monthly-pds",
+        "Description": "Outgoing Longwave Radiation - Daily",
+        "ARN": "arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-daily-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.ncei.noaa.gov/products/climate-data-records/atmospheric",
@@ -16368,7 +16368,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-monthly-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-daily-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -16377,8 +16377,8 @@
     },
     {
         "Name": "NOAA Atmospheric Climate Data Records",
-        "Description": "Ozone - ESRL",
-        "ARN": "arn:aws:s3:::noaa-cdr-ozone-esrl-pds",
+        "Description": "Outgoing Longwave Radiation - Monthly",
+        "ARN": "arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-monthly-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.ncei.noaa.gov/products/climate-data-records/atmospheric",
@@ -16395,7 +16395,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-cdr-ozone-esrl-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-monthly-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -18650,8 +18650,8 @@
     },
     {
         "Name": "NOAA National Water Model CONUS Retrospective Dataset",
-        "Description": "The complete archive of NWM data version 20",
-        "ARN": "arn:aws:s3:::noaa-nwm-retro-v2-0-pds",
+        "Description": "The complete archive of NWM model output data version 21 in Zarr format The NWM precipitation input forcing in Zarr format",
+        "ARN": "arn:aws:s3:::noaa-nwm-retrospective-2-1-zarr-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md",
@@ -18670,7 +18670,7 @@
             "transportation"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-nwm-retro-v2-0-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-nwm-retrospective-2-1-zarr-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -18679,8 +18679,8 @@
     },
     {
         "Name": "NOAA National Water Model CONUS Retrospective Dataset",
-        "Description": "The complete archive of NWM model output data version 21 in Zarr format The NWM precipitation input forcing in Zarr format",
-        "ARN": "arn:aws:s3:::noaa-nwm-retrospective-2-1-zarr-pds",
+        "Description": "The complete archive of NWM data version 20",
+        "ARN": "arn:aws:s3:::noaa-nwm-retro-v2-0-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md",
@@ -18699,7 +18699,7 @@
             "transportation"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-nwm-retrospective-2-1-zarr-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-nwm-retro-v2-0-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -18764,10 +18764,10 @@
     },
     {
         "Name": "NOAA North American Mesoscale Forecast System (NAM)",
-        "Description": "New data notifications for NAM data, only Lambda and SQS protocols allowed",
-        "ARN": "arn:aws:sns:us-east-1:123901341784:NewNCEPNAMObject",
+        "Description": "North American Mesoscale Forecast System (NAM) Data",
+        "ARN": "arn:aws:s3:::noaa-nam-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, https://www.ncei.noaa.gov/products/weather-climate-models/north-american-mesoscale",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -18780,7 +18780,9 @@
             "meteorological",
             "weather"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-nam-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -18788,10 +18790,10 @@
     },
     {
         "Name": "NOAA North American Mesoscale Forecast System (NAM)",
-        "Description": "North American Mesoscale Forecast System (NAM) Data",
-        "ARN": "arn:aws:s3:::noaa-nam-pds",
+        "Description": "New data notifications for NAM data, only Lambda and SQS protocols allowed",
+        "ARN": "arn:aws:sns:us-east-1:123901341784:NewNCEPNAMObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, https://www.ncei.noaa.gov/products/weather-climate-models/north-american-mesoscale",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -18804,9 +18806,7 @@
             "meteorological",
             "weather"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-nam-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -18842,8 +18842,8 @@
     },
     {
         "Name": "NOAA Oceanic Climate Data Records",
-        "Description": "Sea Ice Concentration",
-        "ARN": "arn:aws:s3:::noaa-cdr-sea-ice-concentration-pds",
+        "Description": "Sea Surface Temperature - WHOI",
+        "ARN": "arn:aws:s3:::noaa-cdr-sea-surface-temp-whoi-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.ncdc.noaa.gov/cdr",
@@ -18861,7 +18861,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-cdr-sea-ice-concentration-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-cdr-sea-surface-temp-whoi-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -18870,8 +18870,8 @@
     },
     {
         "Name": "NOAA Oceanic Climate Data Records",
-        "Description": "Sea Surface Temperature - WHOI",
-        "ARN": "arn:aws:s3:::noaa-cdr-sea-surface-temp-whoi-pds",
+        "Description": "Sea Ice Concentration",
+        "ARN": "arn:aws:s3:::noaa-cdr-sea-ice-concentration-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.ncdc.noaa.gov/cdr",
@@ -18889,7 +18889,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-cdr-sea-surface-temp-whoi-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-cdr-sea-ice-concentration-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -18898,10 +18898,10 @@
     },
     {
         "Name": "NOAA Office of Coast Survey - Hydrographic Survey Data",
-        "Description": "NOAA Office of Coast Survey Hydrographic Survey Data",
-        "ARN": "arn:aws:s3:::noaa-ocs-hydrodata-pds",
+        "Description": "NOAA Office of Coast Survey Hydrographic Survey Data New Object Notification",
+        "ARN": "arn:aws:sns:us-east-1:709902155096:NewOCSHYDROObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://nauticalcharts.noaa.gov/",
         "Contact": "For general questions or feedback about the data, please submit inquiriesthrough the NOAA Office of Coast Survey (OCS) \"[ASSIST Tool](https://www.nauticalcharts.noaa.gov/customer-service/assist/)\". For any data delivery issues, please contact the NOAA Open Data Dissemination Team (NODD) at NODD@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -18916,9 +18916,7 @@
             "marine navigation",
             "oceans"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -18926,10 +18924,10 @@
     },
     {
         "Name": "NOAA Office of Coast Survey - Hydrographic Survey Data",
-        "Description": "NOAA Office of Coast Survey Hydrographic Survey Data New Object Notification",
-        "ARN": "arn:aws:sns:us-east-1:709902155096:NewOCSHYDROObject",
+        "Description": "NOAA Office of Coast Survey Hydrographic Survey Data",
+        "ARN": "arn:aws:s3:::noaa-ocs-hydrodata-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://nauticalcharts.noaa.gov/",
         "Contact": "For general questions or feedback about the data, please submit inquiriesthrough the NOAA Office of Coast Survey (OCS) \"[ASSIST Tool](https://www.nauticalcharts.noaa.gov/customer-service/assist/)\". For any data delivery issues, please contact the NOAA Open Data Dissemination Team (NODD) at NODD@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -18944,7 +18942,9 @@
             "marine navigation",
             "oceans"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -18952,10 +18952,10 @@
     },
     {
         "Name": "NOAA Operational Forecast System (OFS)",
-        "Description": "New data notifications for NOS OFS Historical Retention, only Lambda and SQS protocols allowed",
-        "ARN": "arn:aws:sns:us-east-1:123901341784:NewNOSOFSObject",
+        "Description": "CO-OPS Operational OFS Data (Historical Retention)",
+        "ARN": "arn:aws:s3:::noaa-nos-ofs-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md",
         "Contact": "For questions regarding data content or quality, visit [the NOAA OFS site](https://tidesandcurrents.noaa.gov/models.html). <br />For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -18972,7 +18972,9 @@
             "water",
             "weather"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-nos-ofs-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -18980,10 +18982,10 @@
     },
     {
         "Name": "NOAA Operational Forecast System (OFS)",
-        "Description": "NOMADS Production OFS Data (30 day rolling retention)",
-        "ARN": "arn:aws:s3:::noaa-ofs-pds",
+        "Description": "New data notifications for OFS, only Lambda and SQS protocols allowed",
+        "ARN": "arn:aws:sns:us-east-1:123901341784:NewOFSObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md",
         "Contact": "For questions regarding data content or quality, visit [the NOAA OFS site](https://tidesandcurrents.noaa.gov/models.html). <br />For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19000,9 +19002,7 @@
             "water",
             "weather"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-ofs-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19010,10 +19010,10 @@
     },
     {
         "Name": "NOAA Operational Forecast System (OFS)",
-        "Description": "New data notifications for OFS, only Lambda and SQS protocols allowed",
-        "ARN": "arn:aws:sns:us-east-1:123901341784:NewOFSObject",
+        "Description": "NOMADS Production OFS Data (30 day rolling retention)",
+        "ARN": "arn:aws:s3:::noaa-ofs-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md",
         "Contact": "For questions regarding data content or quality, visit [the NOAA OFS site](https://tidesandcurrents.noaa.gov/models.html). <br />For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19030,7 +19030,9 @@
             "water",
             "weather"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-ofs-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19038,10 +19040,10 @@
     },
     {
         "Name": "NOAA Operational Forecast System (OFS)",
-        "Description": "CO-OPS Operational OFS Data (Historical Retention)",
-        "ARN": "arn:aws:s3:::noaa-nos-ofs-pds",
+        "Description": "New data notifications for NOS OFS Historical Retention, only Lambda and SQS protocols allowed",
+        "ARN": "arn:aws:sns:us-east-1:123901341784:NewNOSOFSObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md",
         "Contact": "For questions regarding data content or quality, visit [the NOAA OFS site](https://tidesandcurrents.noaa.gov/models.html). <br />For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19058,9 +19060,7 @@
             "water",
             "weather"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-nos-ofs-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19068,10 +19068,10 @@
     },
     {
         "Name": "NOAA Rapid Refresh (RAP)",
-        "Description": "New data notifications for RAP, only Lambda and SQS protocols allowed",
-        "ARN": "arn:aws:sns:us-east-1:123901341784:NewRAPObject",
+        "Description": "Rapid Refresh (RAP) Data",
+        "ARN": "arn:aws:s3:::noaa-rap-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://www.nco.ncep.noaa.gov/pmb/products/rap/",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19084,7 +19084,9 @@
             "meteorological",
             "weather"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-rap-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19092,10 +19094,10 @@
     },
     {
         "Name": "NOAA Rapid Refresh (RAP)",
-        "Description": "Rapid Refresh (RAP) Data",
-        "ARN": "arn:aws:s3:::noaa-rap-pds",
+        "Description": "New data notifications for RAP, only Lambda and SQS protocols allowed",
+        "ARN": "arn:aws:sns:us-east-1:123901341784:NewRAPObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://www.nco.ncep.noaa.gov/pmb/products/rap/",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19108,9 +19110,7 @@
             "meteorological",
             "weather"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-rap-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19118,10 +19118,10 @@
     },
     {
         "Name": "NOAA Rapid Refresh Forecast System (RRFS) [Prototype]",
-        "Description": "New data notifications for RRFS, only Lambda and SQS protocols allowed",
-        "ARN": "arn:aws:sns:us-east-1:709902155096:NewRRFSObject",
+        "Description": "Rapid Refresh Forecast System (RRFS) Data",
+        "ARN": "arn:aws:s3:::noaa-rrfs-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://vlab.noaa.gov/web/ufs-r2o",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19134,7 +19134,9 @@
             "meteorological",
             "weather"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-rrfs-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19142,10 +19144,10 @@
     },
     {
         "Name": "NOAA Rapid Refresh Forecast System (RRFS) [Prototype]",
-        "Description": "Rapid Refresh Forecast System (RRFS) Data",
-        "ARN": "arn:aws:s3:::noaa-rrfs-pds",
+        "Description": "New data notifications for RRFS, only Lambda and SQS protocols allowed",
+        "ARN": "arn:aws:sns:us-east-1:709902155096:NewRRFSObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://vlab.noaa.gov/web/ufs-r2o",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19158,9 +19160,7 @@
             "meteorological",
             "weather"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-rrfs-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19168,8 +19168,8 @@
     },
     {
         "Name": "NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)",
-        "Description": "Unrestricted Mesoscale Analysis (URMA) Data",
-        "ARN": "arn:aws:s3:::noaa-urma-pds",
+        "Description": "Real-Time Mesoscale Analysis (RTMA) Data",
+        "ARN": "arn:aws:s3:::noaa-rtma-pds",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.nco.ncep.noaa.gov/pmb/products/rtma/",
@@ -19185,7 +19185,7 @@
             "weather"
         ],
         "Explore": [
-            "[Browse Bucket](https://noaa-urma-pds.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://noaa-rtma-pds.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -19194,10 +19194,10 @@
     },
     {
         "Name": "NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)",
-        "Description": "Real-Time Mesoscale Analysis (RTMA) Data",
-        "ARN": "arn:aws:s3:::noaa-rtma-pds",
+        "Description": "New data notifications for RTMA data, only Lambda and SQS protocols allowed",
+        "ARN": "arn:aws:sns:us-east-1:123901341784:NewNCEPRTMAObject",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://www.nco.ncep.noaa.gov/pmb/products/rtma/",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19210,9 +19210,7 @@
             "meteorological",
             "weather"
         ],
-        "Explore": [
-            "[Browse Bucket](https://noaa-rtma-pds.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -19220,10 +19218,10 @@
     },
     {
         "Name": "NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)",
-        "Description": "New data notifications for RTMA data, only Lambda and SQS protocols allowed",
-        "ARN": "arn:aws:sns:us-east-1:123901341784:NewNCEPRTMAObject",
+        "Description": "Unrestricted Mesoscale Analysis (URMA) Data",
+        "ARN": "arn:aws:s3:::noaa-urma-pds",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://www.nco.ncep.noaa.gov/pmb/products/rtma/",
         "Contact": "For any questions regarding data delivery or any general questions regarding the NOAA Open Data Dissemination (NODD) Program, email the NODD Team at nodd@noaa.gov.<br /> We also seek to identify case studies on how NOAA data is being used and will be featuring those stories in joint publications and in upcoming events. If you are interested in seeing your story highlighted, please share it with the NODD team by emailing nodd@noaa.gov",
         "ManagedBy": "[NOAA](http://www.noaa.gov/)",
@@ -19236,7 +19234,9 @@
             "meteorological",
             "weather"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://noaa-urma-pds.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -22248,7 +22248,7 @@
     },
     {
         "Name": "ONS Open Data Portal",
-        "Description": "Daily stored energy per basin (PT-BR Energia Armazenada (EAR) di\u00e1rio por bacia)",
+        "Description": "Thermal generation due to dispatch (PT-BR Gera\u00e7\u00e3o t\u00e9rmica por motivo de despacho)",
         "ARN": "arn:aws:s3:::ons-aws-prod-opendata",
         "Region": "sa-east-1",
         "Type": "S3 Bucket",
@@ -22264,7 +22264,7 @@
             "energy"
         ],
         "Explore": [
-            "[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-bacia)"
+            "[Browse Dataset](https://dados.ons.org.br/dataset/geracao-termica-despacho-2)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -22498,7 +22498,7 @@
     },
     {
         "Name": "ONS Open Data Portal",
-        "Description": "Thermal generation due to dispatch (PT-BR Gera\u00e7\u00e3o t\u00e9rmica por motivo de despacho)",
+        "Description": "Data of the relationship between power plant and group (PT-BR Dados do relacionamento entre conjuntos e usinas)",
         "ARN": "arn:aws:s3:::ons-aws-prod-opendata",
         "Region": "sa-east-1",
         "Type": "S3 Bucket",
@@ -22514,7 +22514,7 @@
             "energy"
         ],
         "Explore": [
-            "[Browse Dataset](https://dados.ons.org.br/dataset/geracao-termica-despacho-2)"
+            "[Browse Dataset](https://dados.ons.org.br/dataset/usina_conjunto)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -23023,7 +23023,7 @@
     },
     {
         "Name": "ONS Open Data Portal",
-        "Description": "Data of the relationship between power plant and group (PT-BR Dados do relacionamento entre conjuntos e usinas)",
+        "Description": "Daily stored energy per basin (PT-BR Energia Armazenada (EAR) di\u00e1rio por bacia)",
         "ARN": "arn:aws:s3:::ons-aws-prod-opendata",
         "Region": "sa-east-1",
         "Type": "S3 Bucket",
@@ -23039,7 +23039,7 @@
             "energy"
         ],
         "Explore": [
-            "[Browse Dataset](https://dados.ons.org.br/dataset/usina_conjunto)"
+            "[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-bacia)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -23424,9 +23424,9 @@
     },
     {
         "Name": "Open Observatory of Network Interference (OONI)",
-        "Description": "New S3 bucket with JSONL files",
-        "ARN": "arn:aws:s3:::ooni-data-eu-fra",
-        "Region": "eu-central-1",
+        "Description": "Old S3 bucket with cans for older measurements",
+        "ARN": "arn:aws:s3:::ooni-data",
+        "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://ooni.org/data/",
         "Contact": "https://ooni.org/get-involved/",
@@ -23445,9 +23445,9 @@
     },
     {
         "Name": "Open Observatory of Network Interference (OONI)",
-        "Description": "Old S3 bucket with cans for older measurements",
-        "ARN": "arn:aws:s3:::ooni-data",
-        "Region": "us-east-1",
+        "Description": "New S3 bucket with JSONL files",
+        "ARN": "arn:aws:s3:::ooni-data-eu-fra",
+        "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "https://ooni.org/data/",
         "Contact": "https://ooni.org/get-involved/",
@@ -23951,8 +23951,8 @@
     },
     {
         "Name": "Orcasound - bioacoustic data for marine conservation",
-        "Description": "Labeled audio data for ML model development",
-        "ARN": "arn:aws:s3:::acoustic-sandbox",
+        "Description": "Live-streamed orca audio data (HLS)",
+        "ARN": "arn:aws:s3:::streaming-orcasound-net",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/orcasound/orcadata/wiki",
@@ -23985,8 +23985,8 @@
     },
     {
         "Name": "Orcasound - bioacoustic data for marine conservation",
-        "Description": "Live-streamed orca audio data (HLS)",
-        "ARN": "arn:aws:s3:::streaming-orcasound-net",
+        "Description": "Archived lossless orca audio data (FLAC)",
+        "ARN": "arn:aws:s3:::archive-orcasound-net",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/orcasound/orcadata/wiki",
@@ -24019,8 +24019,8 @@
     },
     {
         "Name": "Orcasound - bioacoustic data for marine conservation",
-        "Description": "Archived lossless orca audio data (FLAC)",
-        "ARN": "arn:aws:s3:::archive-orcasound-net",
+        "Description": "Labeled audio data for ML model development",
+        "ARN": "arn:aws:s3:::acoustic-sandbox",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/orcasound/orcadata/wiki",
@@ -24076,10 +24076,10 @@
     },
     {
         "Name": "Overture Maps Foundation Open Map Data",
-        "Description": "Overture Maps Foundation Data (GeoParquet)",
-        "ARN": "arn:aws:s3:::overturemaps-us-west-2/release/",
+        "Description": "New File Notification",
+        "ARN": "arn:aws:sns:us-west-2:913550007193:overturemaps-us-west-2",
         "Region": "us-west-2",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.org/)",
         "Contact": "info@overturemaps.org",
         "ManagedBy": "[Overture Maps Foundation](https://overturemaps.org)",
@@ -24102,10 +24102,10 @@
     },
     {
         "Name": "Overture Maps Foundation Open Map Data",
-        "Description": "New File Notification",
-        "ARN": "arn:aws:sns:us-west-2:913550007193:overturemaps-us-west-2",
+        "Description": "Overture Maps Foundation Data (GeoParquet)",
+        "ARN": "arn:aws:s3:::overturemaps-us-west-2/release/",
         "Region": "us-west-2",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.org/)",
         "Contact": "info@overturemaps.org",
         "ManagedBy": "[Overture Maps Foundation](https://overturemaps.org)",
@@ -24128,8 +24128,8 @@
     },
     {
         "Name": "Oxford Nanopore Technologies Benchmark Datasets",
-        "Description": "CpG dinucleotides frequently occur in high-density clusters called CpG islands (CGI) and >60% of human genes have their promoters embedded within CGIs Determining the methylation status of cytosines within CpGs is of substantial biological interest: alterations in methylation patterns within promoters is associated with changes in gene expression and disease states such as cancer Exploring methylation differences between tumour samples and normal samples can help to elucidate mechanisms associated with tumour formation and development Nanopore sequencing enables direct detection of methylated cytosines (eg at CpG sites), without the need for bisulfite conversionOxford Nanopore\u2019s Adaptive Sampling offers a flexible method to enrich regions of interest (eg CGIs) by depleting off-target regions during the sequencing run itself with no upfront sample manipulation Here we introduce Reduced Representation Methylation Sequencing (RRMS) to target 310 Mb of the human genome including regions which are highly enriched for CpGs including ~28,000 CpG islands, ~50,600 shores and ~42,700 shelves as well as ~21,600 promoter regions",
-        "ARN": "arn:aws:s3:::ont-open-data/rrms_2022.07",
+        "Description": "Using nanopore sequencing, researchers have directly identified DNA and RNA base modifications at nucleotide resolution, including 5-methylycytosine, 5-hydroxymethylcytosine, N6-methyladenosine, 5-bromodeoxyuridine in DAN; and N6-methyladenosine in RNA, with detection of other natural or synthetic epigenetic modifications possible through training basecalling algorithms One of the most widespread genomic modifications is 5-methylcytosine (5mC), which most frequently occurs at  dinucleotides Compared to whole-genome bisulfite sequencing, the traditional method of 5mC detection, nanopore technology can offer many advantagesThe following cell lines/DNA samples were obtained from the NIGMS Human Genetic Cell Repository at the Coriell Institute for Medical Research: GM24385",
+        "ARN": "arn:aws:s3:::ont-open-data/gm24385_mod_2021.09/extra_analysis/bonito_remora",
         "Region": "eu-west-1",
         "Type": "S3 Bucket",
         "Documentation": "https://labs.epi2me.io/dataindex/",
@@ -24212,8 +24212,8 @@
     },
     {
         "Name": "Oxford Nanopore Technologies Benchmark Datasets",
-        "Description": "Using nanopore sequencing, researchers have directly identified DNA and RNA base modifications at nucleotide resolution, including 5-methylycytosine, 5-hydroxymethylcytosine, N6-methyladenosine, 5-bromodeoxyuridine in DAN; and N6-methyladenosine in RNA, with detection of other natural or synthetic epigenetic modifications possible through training basecalling algorithms One of the most widespread genomic modifications is 5-methylcytosine (5mC), which most frequently occurs at  dinucleotides Compared to whole-genome bisulfite sequencing, the traditional method of 5mC detection, nanopore technology can offer many advantagesThe following cell lines/DNA samples were obtained from the NIGMS Human Genetic Cell Repository at the Coriell Institute for Medical Research: GM24385",
-        "ARN": "arn:aws:s3:::ont-open-data/gm24385_mod_2021.09/extra_analysis/bonito_remora",
+        "Description": "CpG dinucleotides frequently occur in high-density clusters called CpG islands (CGI) and >60% of human genes have their promoters embedded within CGIs Determining the methylation status of cytosines within CpGs is of substantial biological interest: alterations in methylation patterns within promoters is associated with changes in gene expression and disease states such as cancer Exploring methylation differences between tumour samples and normal samples can help to elucidate mechanisms associated with tumour formation and development Nanopore sequencing enables direct detection of methylated cytosines (eg at CpG sites), without the need for bisulfite conversionOxford Nanopore\u2019s Adaptive Sampling offers a flexible method to enrich regions of interest (eg CGIs) by depleting off-target regions during the sequencing run itself with no upfront sample manipulation Here we introduce Reduced Representation Methylation Sequencing (RRMS) to target 310 Mb of the human genome including regions which are highly enriched for CpGs including ~28,000 CpG islands, ~50,600 shores and ~42,700 shelves as well as ~21,600 promoter regions",
+        "ARN": "arn:aws:s3:::ont-open-data/rrms_2022.07",
         "Region": "eu-west-1",
         "Type": "S3 Bucket",
         "Documentation": "https://labs.epi2me.io/dataindex/",
@@ -24435,8 +24435,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2019",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2019",
+        "Description": "original 256 kHz audio recordings year 2017",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2017",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24467,8 +24467,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2015",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2015",
+        "Description": "original 256 kHz audio recordings year 2018",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2018",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24499,8 +24499,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2016",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2016",
+        "Description": "original 256 kHz audio recordings year 2020",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2020",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24531,8 +24531,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2020",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2020",
+        "Description": "machine learning models",
+        "ARN": "arn:aws:s3:::pacific-sound-models",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24563,8 +24563,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "decimated 2 kHz audio recordings",
-        "ARN": "arn:aws:s3:::pacific-sound-2khz",
+        "Description": "original 256 kHz audio recordings year 2019",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2019",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24595,8 +24595,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2024",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2024",
+        "Description": "decimated 2 kHz audio recordings",
+        "ARN": "arn:aws:s3:::pacific-sound-2khz",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24627,8 +24627,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2022",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2022",
+        "Description": "original 256 kHz audio recordings year 2025",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2025",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24659,8 +24659,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2021",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2021",
+        "Description": "decimated 16 kHz audio recordings",
+        "ARN": "arn:aws:s3:::pacific-sound-16khz",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24691,8 +24691,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "decimated 16 kHz audio recordings",
-        "ARN": "arn:aws:s3:::pacific-sound-16khz",
+        "Description": "original 256 kHz audio recordings year 2023",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2023",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24723,8 +24723,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "machine learning models",
-        "ARN": "arn:aws:s3:::pacific-sound-models",
+        "Description": "original 256 kHz audio recordings year 2022",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2022",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24755,8 +24755,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2017",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2017",
+        "Description": "original 256 kHz audio recordings year 2016",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2016",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24787,8 +24787,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2023",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2023",
+        "Description": "original 256 kHz audio recordings year 2021",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2021",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24819,8 +24819,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2025",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2025",
+        "Description": "original 256 kHz audio recordings year 2024",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2024",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -24851,8 +24851,8 @@
     },
     {
         "Name": "Pacific Ocean Sound Recordings",
-        "Description": "original 256 kHz audio recordings year 2018",
-        "ARN": "arn:aws:s3:::pacific-sound-256khz-2018",
+        "Description": "original 256 kHz audio recordings year 2015",
+        "ARN": "arn:aws:s3:::pacific-sound-256khz-2015",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.mbari.org/pacific-sound/",
@@ -25048,8 +25048,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Nodal Seismometer Continuous Data",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac/",
+        "Description": "PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASH/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25065,7 +25065,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASH%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25074,8 +25074,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Datasets",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/",
+        "Description": "PoroTomo Nodal Seismometer Field Notes and Metadata",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_metadata/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25091,7 +25091,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_metadata%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25100,8 +25100,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "HSDS PoroTomo domains",
-        "ARN": "arn:aws:s3:::nrel-pds-hsds/nrel/porotomo/",
+        "Description": "PoroTomo Nodal Seismometer Sweep Data",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac_sweep/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25117,7 +25117,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fporotomo%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac_sweep%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25126,8 +25126,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in SEG-Y format",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASV/",
+        "Description": "PoroTomo Nodal Seismometer Continuous Data",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25143,7 +25143,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASV%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25152,8 +25152,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/",
+        "Description": "HSDS PoroTomo domains",
+        "ARN": "arn:aws:s3:::nrel-pds-hsds/nrel/porotomo/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25169,7 +25169,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fporotomo%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25178,8 +25178,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Nodal Seismometer Field Notes and Metadata",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_metadata/",
+        "Description": "PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASV/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25195,7 +25195,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_metadata%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASV%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25204,8 +25204,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Nodal Seismometer Sweep Data",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac_sweep/",
+        "Description": "PoroTomo Datasets",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25221,7 +25221,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac_sweep%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25230,8 +25230,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASH/",
+        "Description": "PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in SEG-Y format",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASV/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25247,7 +25247,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASH%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASV%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25282,8 +25282,8 @@
     },
     {
         "Name": "PoroTomo",
-        "Description": "PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format",
-        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASV/",
+        "Description": "PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format",
+        "ARN": "arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md",
@@ -25299,7 +25299,7 @@
             "geospatial"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASV%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25332,8 +25332,8 @@
     },
     {
         "Name": "Prefeitura Municipal de S\u00e3o Paulo (PMSP) LiDAR Point Cloud",
-        "Description": "S\u00e3o Paulo city's 3D LiDAR - LAZ Files",
-        "ARN": "arn:aws:s3:::laz-m3dc-pmsp",
+        "Description": "S\u00e3o Paulo city's 3D LiDAR - Entwine Point Tiles",
+        "ARN": "arn:aws:s3:::ept-m3dc-pmsp",
         "Region": "sa-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/geoinfo-smdu/M3DC",
@@ -25359,8 +25359,8 @@
     },
     {
         "Name": "Prefeitura Municipal de S\u00e3o Paulo (PMSP) LiDAR Point Cloud",
-        "Description": "S\u00e3o Paulo city's 3D LiDAR - Entwine Point Tiles",
-        "ARN": "arn:aws:s3:::ept-m3dc-pmsp",
+        "Description": "S\u00e3o Paulo city's 3D LiDAR - LAZ Files",
+        "ARN": "arn:aws:s3:::laz-m3dc-pmsp",
         "Region": "sa-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/geoinfo-smdu/M3DC",
@@ -25516,8 +25516,8 @@
     },
     {
         "Name": "PubSeq - Public Sequence Resource",
-        "Description": "Pubseq output data (Arvados Keep)",
-        "ARN": "arn:aws:s3:::pubseq-output-data",
+        "Description": "PubSeq submitted datasets (FASTA and JSON metadata)",
+        "ARN": "arn:aws:s3:::pubseq-datasets",
         "Region": "us-east-2",
         "Type": "S3 Bucket",
         "Documentation": "https://covid19.genenetwork.org/about",
@@ -25551,7 +25551,7 @@
             "SPARQL"
         ],
         "Explore": [
-            "[Arvados download](https://covid19.genenetwork.org/download)"
+            "[Browse Bucket](https://pubseq-datasets.s3.amazonaws.com/)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25560,8 +25560,8 @@
     },
     {
         "Name": "PubSeq - Public Sequence Resource",
-        "Description": "PubSeq submitted datasets (FASTA and JSON metadata)",
-        "ARN": "arn:aws:s3:::pubseq-datasets",
+        "Description": "Pubseq output data (Arvados Keep)",
+        "ARN": "arn:aws:s3:::pubseq-output-data",
         "Region": "us-east-2",
         "Type": "S3 Bucket",
         "Documentation": "https://covid19.genenetwork.org/about",
@@ -25595,7 +25595,7 @@
             "SPARQL"
         ],
         "Explore": [
-            "[Browse Bucket](https://pubseq-datasets.s3.amazonaws.com/)"
+            "[Arvados download](https://covid19.genenetwork.org/download)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -25846,8 +25846,8 @@
     },
     {
         "Name": "REDASA COVID-19 Open Data",
-        "Description": "An S3 bucket that contains the final curation data in GroundTruth format",
-        "ARN": "arn:aws:s3:::pansurg-curation-final-curations-open-data",
+        "Description": "For all the questions curated during the REDASA project, we created a Kendra index The documents available in this S3 bucket were surfaced by the Kendra index as being relevant to the research medical question",
+        "ARN": "arn:aws:s3:::pansurg-curation-workflo-kendraqueryresults50d0eb-open-data",
         "Region": "eu-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md",
@@ -25872,8 +25872,8 @@
     },
     {
         "Name": "REDASA COVID-19 Open Data",
-        "Description": "For all the questions curated during the REDASA project, we created a Kendra index The documents available in this S3 bucket were surfaced by the Kendra index as being relevant to the research medical question",
-        "ARN": "arn:aws:s3:::pansurg-curation-workflo-kendraqueryresults50d0eb-open-data",
+        "Description": "An S3 bucket that contains the final curation data in GroundTruth format",
+        "ARN": "arn:aws:s3:::pansurg-curation-final-curations-open-data",
         "Region": "eu-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md",
@@ -25922,6 +25922,152 @@
         "AccountRequired": null,
         "Host": null
     },
+    {
+        "Name": "RSNA Abdominal Trauma Detection (RSNA-ABT)",
+        "Description": "Zip archive containing DCM and CSV files",
+        "ARN": "arn:aws:s3:::abdominal-trauma-detection",
+        "Region": "us-west-2",
+        "Type": "S3 Bucket",
+        "Documentation": "https://github.com/RSNA/AI-Challenge-Data/wiki/RSNA-Abdominal-Trauma-Detection",
+        "Contact": "informatics@rsna.org",
+        "ManagedBy": "Radiological Society of North America (https://www.rsna.org/)",
+        "UpdateFrequency": "The dataset may be updated with additional or corrected data on a need-to-update basis.",
+        "License": "You may access and use these de-identified imaging datasets and annotations (\u201cthe data\u201d) for non-commercial purposes only, including academic research and education, as long as you agree to abide by the following provisions: Not to make any attempt to identify or contact any individual(s) who may be the subjects of the data. If you share or re-distribute the data in any form, include a citation to the \u201cBrain CT Hemorrhage Dataset, Copyright RSNA, 2019\u201d as follows: Flanders AF, et al. The RSNA Brain CT Hemorrhage Dataset [10.1148/ryai.2020190211]. Radiology: Artificial Intelligence 2020;2:3.",
+        "Tags": [
+            "aws-pds",
+            "radiology",
+            "medical imaging",
+            "medical image computing",
+            "machine learning",
+            "computer vision",
+            "csv",
+            "labeled",
+            "computed tomography",
+            "x-ray tomography"
+        ],
+        "Explore": null,
+        "RequesterPays": null,
+        "ControlledAccess": "https://mira.rsna.org/dataset/5",
+        "AccountRequired": null,
+        "Host": null
+    },
+    {
+        "Name": "RSNA Cervical Spine Fracture Detection (RSNA-CSF) Dataset",
+        "Description": "Zip archive containing DCM and CSV files",
+        "ARN": "arn:aws:s3:::cervical-spine-fracture",
+        "Region": "us-west-2",
+        "Type": "S3 Bucket",
+        "Documentation": "https://github.com/RSNA/AI-Challenge-Data/wiki/RSNA-Cervical-Spine-Fracture-Detection",
+        "Contact": "informatics@rsna.org",
+        "ManagedBy": "[Radiological Society of North America](https://www.rsna.org/)",
+        "UpdateFrequency": "The dataset may be updated with additional or corrected data on a need-to-update basis.",
+        "License": "You may access and use these de-identified imaging datasets and annotations (\u201cthe data\u201d) for non-commercial purposes only, including academic research and education, as long as you agree to abide by the following provisions: Not to make any attempt to identify or contact any individual(s) who may be the subjects of the data. If you share or re-distribute the data in any form, include a citation to the \u201cBrain CT Hemorrhage Dataset, Copyright RSNA, 2019\u201d as follows: Flanders AF, et al. The RSNA Brain CT Hemorrhage Dataset [10.1148/ryai.2020190211]. Radiology: Artificial Intelligence 2020;2:3.",
+        "Tags": [
+            "aws-pds",
+            "radiology",
+            "medical imaging",
+            "medical image computing",
+            "machine learning",
+            "computer vision",
+            "csv",
+            "labeled",
+            "computed tomography",
+            "x-ray tomography"
+        ],
+        "Explore": null,
+        "RequesterPays": null,
+        "ControlledAccess": "https://mira.rsna.org/dataset/4",
+        "AccountRequired": null,
+        "Host": null
+    },
+    {
+        "Name": "RSNA Intracranial Hemorrhage Detection",
+        "Description": "Zip archive containing DCM and CSV files",
+        "ARN": "arn:aws:s3:::intracranial-hemorrhage",
+        "Region": "us-west-2",
+        "Type": "S3 Bucket",
+        "Documentation": "https://github.com/RSNA/AI-Challenge-Data",
+        "Contact": "informatics@rsna.org",
+        "ManagedBy": "Radiological Society of North America (https://www.rsna.org/)",
+        "UpdateFrequency": "The dataset may be updated with additional or corrected data on a need-to-update basis.",
+        "License": "You may access and use these de-identified imaging datasets and annotations (\u201cthe data\u201d) for non-commercial purposes only, including academic research and education, as long as you agree to abide by the following provisions: Not to make any attempt to identify or contact any individual(s) who may be the subjects of the data. If you share or re-distribute the data in any form, include a citation to the \u201cBrain CT Hemorrhage Dataset, Copyright RSNA, 2019\u201d as follows: Flanders AF, et al. The RSNA Brain CT Hemorrhage Dataset [10.1148/ryai.2020190211]. Radiology: Artificial Intelligence 2020;2:3.",
+        "Tags": [
+            "aws-pds",
+            "radiology",
+            "medical imaging",
+            "medical image computing",
+            "machine learning",
+            "computer vision",
+            "csv",
+            "labeled",
+            "computed tomography",
+            "x-ray tomography"
+        ],
+        "Explore": null,
+        "RequesterPays": null,
+        "ControlledAccess": "https://mira.rsna.org/dataset/2",
+        "AccountRequired": null,
+        "Host": null
+    },
+    {
+        "Name": "RSNA Pulmonary Embolism Detection",
+        "Description": "Zip archive containing DCM and CSV files",
+        "ARN": "arn:aws:s3:::pulmonary-embolism-detection",
+        "Region": "us-west-2",
+        "Type": "S3 Bucket",
+        "Documentation": "https://github.com/RSNA/AI-Challenge-Data",
+        "Contact": "informatics@rsna.org",
+        "ManagedBy": "[Radiological Society of North America (https://www.rsna.org/)",
+        "UpdateFrequency": "The dataset may be updated with additional or corrected data on a need-to-update basis.",
+        "License": "You may access and use these de-identified imaging datasets and annotations (\u201cthe data\u201d) for non-commercial purposes only, including academic research and education, as long as you agree to abide by the following provisions: Not to make any attempt to identify or contact any individual(s) who may be the subjects of the data. If you share or re-distribute the data in any form, include a citation to the \u201cRSNA-STR Pulmonary Embolism CT (RSPECT) Dataset, Copyright RSNA, 2020\u201d as follows: E Colak, FC Kitamura, SB Hobbs, et al. The RSNA Pulmonary Embolism CT Dataset [10.1148/ryai.2021200254]. Radiology: Artificial Intelligence 2021;3:2.",
+        "Tags": [
+            "aws-pds",
+            "radiology",
+            "medical imaging",
+            "medical image computing",
+            "machine learning",
+            "computer vision",
+            "csv",
+            "labeled",
+            "computed tomography",
+            "x-ray tomography"
+        ],
+        "Explore": null,
+        "RequesterPays": null,
+        "ControlledAccess": "https://mira.rsna.org/dataset/1",
+        "AccountRequired": null,
+        "Host": null
+    },
+    {
+        "Name": "RSNA Screening Mammography Breast Cancer Detection (RSNA-SMBC) Dataset",
+        "Description": "Zip archive containing DCM and CSV files",
+        "ARN": "arn:aws:s3:::screening-mammography-breast",
+        "Region": "us-west-2",
+        "Type": "S3 Bucket",
+        "Documentation": "https://github.com/RSNA/AI-Challenge-Data/wiki/RSNA-Screening-Mammography-Breast-Cancer-Detection",
+        "Contact": "informatics@rsna.org",
+        "ManagedBy": "Radiological Society of North America (https://www.rsna.org/)",
+        "UpdateFrequency": "The dataset may be updated with additional or corrected data on a need-to-update basis.",
+        "License": "You may access and use these de-identified imaging datasets and annotations (\u201cthe data\u201d) for non-commercial purposes only, including academic research and education, as long as you agree to abide by the following provisions: Not to make any attempt to identify or contact any individual(s) who may be the subjects of the data. If you share or re-distribute the data in any form, include a citation to the \u201cBrain CT Hemorrhage Dataset, Copyright RSNA, 2019\u201d as follows: Flanders AF, et al. The RSNA Brain CT Hemorrhage Dataset [10.1148/ryai.2020190211]. Radiology: Artificial Intelligence 2020;2:3.",
+        "Tags": [
+            "aws-pds",
+            "radiology",
+            "medical imaging",
+            "medical image computing",
+            "machine learning",
+            "computer vision",
+            "csv",
+            "labeled",
+            "mammography",
+            "breast cancer",
+            "cancer"
+        ],
+        "Explore": null,
+        "RequesterPays": null,
+        "ControlledAccess": "https://mira.rsna.org/dataset/3",
+        "AccountRequired": null,
+        "Host": null
+    },
     {
         "Name": "Radiant MLHub",
         "Description": "Radiant MLHub Training Data",
@@ -26002,8 +26148,8 @@
     },
     {
         "Name": "Reference Elevation Model of Antarctica (REMA)",
-        "Description": "REMA DEM Mosaics",
-        "ARN": "arn:aws:s3:::pgc-opendata-dems/rema/mosaics/",
+        "Description": "REMA DEM Strips",
+        "ARN": "arn:aws:s3:::pgc-opendata-dems/rema/strips/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://www.pgc.umn.edu/data/rema/",
@@ -26023,7 +26169,7 @@
             "stac"
         ],
         "Explore": [
-            "[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/mosaics.json)"
+            "[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/strips.json)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -26032,8 +26178,8 @@
     },
     {
         "Name": "Reference Elevation Model of Antarctica (REMA)",
-        "Description": "REMA DEM Strips",
-        "ARN": "arn:aws:s3:::pgc-opendata-dems/rema/strips/",
+        "Description": "REMA DEM Mosaics",
+        "ARN": "arn:aws:s3:::pgc-opendata-dems/rema/mosaics/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://www.pgc.umn.edu/data/rema/",
@@ -26053,7 +26199,7 @@
             "stac"
         ],
         "Explore": [
-            "[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/strips.json)"
+            "[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/mosaics.json)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -26120,10 +26266,10 @@
     },
     {
         "Name": "Registry of Open Data on AWS",
-        "Description": "Registry of Open Data on AWS",
-        "ARN": "arn:aws:s3:::registry.opendata.aws/roda/ndjson/",
+        "Description": "SNS topic for object create events",
+        "ARN": "arn:aws:sns:us-east-1:652627389412:roda-object_created",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-registry",
         "Contact": "opendata@amazon.com",
         "ManagedBy": "[Amazon Web Services](https://aws.amazon.com/)",
@@ -26142,10 +26288,10 @@
     },
     {
         "Name": "Registry of Open Data on AWS",
-        "Description": "SNS topic for object create events",
-        "ARN": "arn:aws:sns:us-east-1:652627389412:roda-object_created",
+        "Description": "Registry of Open Data on AWS",
+        "ARN": "arn:aws:s3:::registry.opendata.aws/roda/ndjson/",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-registry",
         "Contact": "opendata@amazon.com",
         "ManagedBy": "[Amazon Web Services](https://aws.amazon.com/)",
@@ -26164,8 +26310,8 @@
     },
     {
         "Name": "SILAM Air Quality",
-        "Description": "Notifications for new zarr surface data",
-        "ARN": "arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-zarr",
+        "Description": "Notifications for new netcdf surface data",
+        "ARN": "arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-netcdf",
         "Region": "eu-west-1",
         "Type": "SNS Topic",
         "Documentation": "http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3",
@@ -26189,10 +26335,10 @@
     },
     {
         "Name": "SILAM Air Quality",
-        "Description": "Notifications for new netcdf surface data",
-        "ARN": "arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-netcdf",
+        "Description": "Surface Zarr files",
+        "ARN": "arn:aws:s3:::fmi-opendata-silam-surface-zarr",
         "Region": "eu-west-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3",
         "Contact": "avoin-data@fmi.fi",
         "ManagedBy": "[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)",
@@ -26206,7 +26352,9 @@
             "air quality",
             "meteorological"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://fmi-opendata-silam-surface-zarr.s3.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -26214,8 +26362,8 @@
     },
     {
         "Name": "SILAM Air Quality",
-        "Description": "Surface Zarr files",
-        "ARN": "arn:aws:s3:::fmi-opendata-silam-surface-zarr",
+        "Description": "Surface NetCDF files",
+        "ARN": "arn:aws:s3:::fmi-opendata-silam-surface-netcdf",
         "Region": "eu-west-1",
         "Type": "S3 Bucket",
         "Documentation": "http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3",
@@ -26232,7 +26380,7 @@
             "meteorological"
         ],
         "Explore": [
-            "[Browse Bucket](https://fmi-opendata-silam-surface-zarr.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://fmi-opendata-silam-surface-netcdf.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -26241,10 +26389,10 @@
     },
     {
         "Name": "SILAM Air Quality",
-        "Description": "Surface NetCDF files",
-        "ARN": "arn:aws:s3:::fmi-opendata-silam-surface-netcdf",
+        "Description": "Notifications for new zarr surface data",
+        "ARN": "arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-zarr",
         "Region": "eu-west-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3",
         "Contact": "avoin-data@fmi.fi",
         "ManagedBy": "[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)",
@@ -26258,9 +26406,7 @@
             "air quality",
             "meteorological"
         ],
-        "Explore": [
-            "[Browse Bucket](https://fmi-opendata-silam-surface-netcdf.s3.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -26559,8 +26705,8 @@
     },
     {
         "Name": "Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)",
-        "Description": "Spatial transcriptomics data files in a public bucket",
-        "ARN": "arn:aws:s3:::sea-ad-spatial-transcriptomics",
+        "Description": "Quantitative neuropathology (full resolution images, processed images, and quantifications) in a public bucket",
+        "ARN": "arn:aws:s3:::sea-ad-quantitative-neuropathology",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheimers-disease-brain-cell-atlas-download?edit&language=en",
@@ -26586,7 +26732,7 @@
             "transcriptomics"
         ],
         "Explore": [
-            "[Browse Bucket](https://sea-ad-spatial-transcriptomics.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://sea-ad-quantitative-neuropathology.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -26595,8 +26741,8 @@
     },
     {
         "Name": "Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)",
-        "Description": "Quantitative neuropathology (full resolution images, processed images, and quantifications) in a public bucket",
-        "ARN": "arn:aws:s3:::sea-ad-quantitative-neuropathology",
+        "Description": "Single cell profiling (transcriptomics and epigenomics) data files in a public bucket",
+        "ARN": "arn:aws:s3:::sea-ad-single-cell-profiling",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheimers-disease-brain-cell-atlas-download?edit&language=en",
@@ -26622,7 +26768,7 @@
             "transcriptomics"
         ],
         "Explore": [
-            "[Browse Bucket](https://sea-ad-quantitative-neuropathology.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://sea-ad-single-cell-profiling.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -26631,8 +26777,8 @@
     },
     {
         "Name": "Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)",
-        "Description": "Single cell profiling (transcriptomics and epigenomics) data files in a public bucket",
-        "ARN": "arn:aws:s3:::sea-ad-single-cell-profiling",
+        "Description": "Spatial transcriptomics data files in a public bucket",
+        "ARN": "arn:aws:s3:::sea-ad-spatial-transcriptomics",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheimers-disease-brain-cell-atlas-download?edit&language=en",
@@ -26658,7 +26804,7 @@
             "transcriptomics"
         ],
         "Explore": [
-            "[Browse Bucket](https://sea-ad-single-cell-profiling.s3.amazonaws.com/index.html)"
+            "[Browse Bucket](https://sea-ad-spatial-transcriptomics.s3.amazonaws.com/index.html)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -26697,10 +26843,10 @@
     },
     {
         "Name": "Sentinel-1",
-        "Description": "S3 Inventory files for L1C  and CSV",
-        "ARN": "arn:aws:s3:::sentinel-inventory/",
+        "Description": "SNS topic for notification of new scenes, can subscribe with Lambda",
+        "ARN": "arn:aws:sns:eu-central-1:214830741341:SentinelS1L1C",
         "Region": "eu-central-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html",
         "Contact": "https://forum.sentinel-hub.com/c/aws-sentinel",
         "ManagedBy": "[Sinergise](https://www.sinergise.com/)",
@@ -26724,8 +26870,8 @@
     },
     {
         "Name": "Sentinel-1",
-        "Description": "GRD in a Requester Pays S3 bucket",
-        "ARN": "arn:aws:s3:::sentinel-s1-l1c",
+        "Description": "S3 Inventory files for L1C  and CSV",
+        "ARN": "arn:aws:s3:::sentinel-inventory/",
         "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html",
@@ -26743,20 +26889,18 @@
             "cog",
             "synthetic aperture radar"
         ],
-        "Explore": [
-            "[STAC V1.0.0 endpoint](https://sentinel-s1-l1c-stac.s3.amazonaws.com/)"
-        ],
-        "RequesterPays": true,
+        "Explore": null,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-1",
-        "Description": "SNS topic for notification of new scenes, can subscribe with Lambda",
-        "ARN": "arn:aws:sns:eu-central-1:214830741341:SentinelS1L1C",
+        "Description": "GRD in a Requester Pays S3 bucket",
+        "ARN": "arn:aws:s3:::sentinel-s1-l1c",
         "Region": "eu-central-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html",
         "Contact": "https://forum.sentinel-hub.com/c/aws-sentinel",
         "ManagedBy": "[Sinergise](https://www.sinergise.com/)",
@@ -26772,8 +26916,10 @@
             "cog",
             "synthetic aperture radar"
         ],
-        "Explore": null,
-        "RequesterPays": null,
+        "Explore": [
+            "[STAC V1.0.0 endpoint](https://sentinel-s1-l1c-stac.s3.amazonaws.com/)"
+        ],
+        "RequesterPays": true,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
@@ -26833,8 +26979,8 @@
     },
     {
         "Name": "Sentinel-2",
-        "Description": "Level 1C scenes and metadata, in Requester Pays S3 bucket",
-        "ARN": "arn:aws:s3:::sentinel-s2-l1c",
+        "Description": "S3 Inventory files for L2A  and CSV",
+        "ARN": "arn:aws:s3:::sentinel-inventory/sentinel-s2-l2a",
         "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
@@ -26852,23 +26998,18 @@
             "disaster response",
             "stac"
         ],
-        "Explore": [
-            "[Earth Search STAC L1C Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)",
-            "[Earth Search STAC Browser L1C Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)",
-            "[STAC V1.0.0 endpoint](https://sentinel-s2-l1c-stac.s3.amazonaws.com/)",
-            "[Earth Viewer by Element 84](https://viewer.aws.element84.com/)"
-        ],
-        "RequesterPays": true,
+        "Explore": null,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-2",
-        "Description": "New scene notifications for L2A, can subscribe with Lambda",
-        "ARN": "arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A",
+        "Description": "Level 2A scenes and metadata, in Requester Pays S3 bucket",
+        "ARN": "arn:aws:s3:::sentinel-s2-l2a",
         "Region": "eu-central-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
         "Contact": "https://forum.sentinel-hub.com/c/aws-sentinel",
         "ManagedBy": "[Sinergise](https://www.sinergise.com/)",
@@ -26884,18 +27025,20 @@
             "disaster response",
             "stac"
         ],
-        "Explore": null,
-        "RequesterPays": null,
+        "Explore": [
+            "[STAC V1.0.0 endpoint](https://sentinel-s2-l2a-stac.s3.amazonaws.com/)"
+        ],
+        "RequesterPays": true,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-2",
-        "Description": "New scene notifications for L1C, can subscribe with Lambda",
-        "ARN": "arn:aws:sns:eu-west-1:214830741341:NewSentinel2Product",
-        "Region": "eu-west-1",
-        "Type": "SNS Topic",
+        "Description": "Zipped archives for each L2A product with 3 day retention period, in Requester Pays bucket",
+        "ARN": "arn:aws:s3:::sentinel-s2-l2a-zips",
+        "Region": "eu-central-1",
+        "Type": "S3 Bucket",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
         "Contact": "https://forum.sentinel-hub.com/c/aws-sentinel",
         "ManagedBy": "[Sinergise](https://www.sinergise.com/)",
@@ -26912,17 +27055,17 @@
             "stac"
         ],
         "Explore": null,
-        "RequesterPays": null,
+        "RequesterPays": true,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-2",
-        "Description": "Zipped archives for each L2A product with 3 day retention period, in Requester Pays bucket",
-        "ARN": "arn:aws:s3:::sentinel-s2-l2a-zips",
-        "Region": "eu-central-1",
-        "Type": "S3 Bucket",
+        "Description": "New scene notifications for L1C, can subscribe with Lambda",
+        "ARN": "arn:aws:sns:eu-west-1:214830741341:NewSentinel2Product",
+        "Region": "eu-west-1",
+        "Type": "SNS Topic",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
         "Contact": "https://forum.sentinel-hub.com/c/aws-sentinel",
         "ManagedBy": "[Sinergise](https://www.sinergise.com/)",
@@ -26939,7 +27082,7 @@
             "stac"
         ],
         "Explore": null,
-        "RequesterPays": true,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
@@ -26973,8 +27116,8 @@
     },
     {
         "Name": "Sentinel-2",
-        "Description": "Level 2A scenes and metadata, in Requester Pays S3 bucket",
-        "ARN": "arn:aws:s3:::sentinel-s2-l2a",
+        "Description": "Zipped archives for each L1C product with 3 day retention period, in Requester Pays bucket",
+        "ARN": "arn:aws:s3:::sentinel-s2-l1c-zips",
         "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
@@ -26992,9 +27135,7 @@
             "disaster response",
             "stac"
         ],
-        "Explore": [
-            "[STAC V1.0.0 endpoint](https://sentinel-s2-l2a-stac.s3.amazonaws.com/)"
-        ],
+        "Explore": null,
         "RequesterPays": true,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -27002,8 +27143,8 @@
     },
     {
         "Name": "Sentinel-2",
-        "Description": "S3 Inventory files for L2A  and CSV",
-        "ARN": "arn:aws:s3:::sentinel-inventory/sentinel-s2-l2a",
+        "Description": "Level 1C scenes and metadata, in Requester Pays S3 bucket",
+        "ARN": "arn:aws:s3:::sentinel-s2-l1c",
         "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
@@ -27021,18 +27162,23 @@
             "disaster response",
             "stac"
         ],
-        "Explore": null,
-        "RequesterPays": null,
+        "Explore": [
+            "[Earth Search STAC L1C Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)",
+            "[Earth Search STAC Browser L1C Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)",
+            "[STAC V1.0.0 endpoint](https://sentinel-s2-l1c-stac.s3.amazonaws.com/)",
+            "[Earth Viewer by Element 84](https://viewer.aws.element84.com/)"
+        ],
+        "RequesterPays": true,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-2",
-        "Description": "Zipped archives for each L1C product with 3 day retention period, in Requester Pays bucket",
-        "ARN": "arn:aws:s3:::sentinel-s2-l1c-zips",
+        "Description": "New scene notifications for L2A, can subscribe with Lambda",
+        "ARN": "arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A",
         "Region": "eu-central-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/sentinel-s2-l1c/readme.html) and [Sentinel-2 L2A](https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html).",
         "Contact": "https://forum.sentinel-hub.com/c/aws-sentinel",
         "ManagedBy": "[Sinergise](https://www.sinergise.com/)",
@@ -27049,15 +27195,15 @@
             "stac"
         ],
         "Explore": null,
-        "RequesterPays": true,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-2 Cloud-Optimized GeoTIFFs",
-        "Description": "Level 2A scenes and metadata",
-        "ARN": "arn:aws:s3:::sentinel-cogs",
+        "Description": "S3 Inventory files for L1C  and CSV",
+        "ARN": "arn:aws:s3:::sentinel-cogs-inventory",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/cirrus-geo/cirrus-earth-search",
@@ -27076,19 +27222,16 @@
             "cog",
             "stac"
         ],
-        "Explore": [
-            "[Earth Search STAC L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)",
-            "[STAC Browser L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)"
-        ],
-        "RequesterPays": false,
+        "Explore": null,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "Sentinel-2 Cloud-Optimized GeoTIFFs",
-        "Description": "S3 Inventory files for L1C  and CSV",
-        "ARN": "arn:aws:s3:::sentinel-cogs-inventory",
+        "Description": "Level 2A scenes and metadata",
+        "ARN": "arn:aws:s3:::sentinel-cogs",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/cirrus-geo/cirrus-earth-search",
@@ -27107,8 +27250,11 @@
             "cog",
             "stac"
         ],
-        "Explore": null,
-        "RequesterPays": null,
+        "Explore": [
+            "[Earth Search STAC L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)",
+            "[STAC Browser L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)"
+        ],
+        "RequesterPays": false,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
@@ -27170,8 +27316,8 @@
     },
     {
         "Name": "Sentinel-3",
-        "Description": "Sentinel-3 Near Real Time Data (NRT) format",
-        "ARN": "arn:aws:s3:::meeo-s3/NRT/",
+        "Description": "Sentinel-3 Cloud Optimized GeoTIFF (COG) format",
+        "ARN": "arn:aws:s3:::meeo-s3-cog/",
         "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Description.md",
@@ -27190,7 +27336,9 @@
             "cog",
             "stac"
         ],
-        "Explore": null,
+        "Explore": [
+            "[STAC V1.0.0 endpoint](https://meeo-s3.s3.amazonaws.com/)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -27226,8 +27374,8 @@
     },
     {
         "Name": "Sentinel-3",
-        "Description": "Sentinel-3 Cloud Optimized GeoTIFF (COG) format",
-        "ARN": "arn:aws:s3:::meeo-s3-cog/",
+        "Description": "Sentinel-3 Near Real Time Data (NRT) format",
+        "ARN": "arn:aws:s3:::meeo-s3/NRT/",
         "Region": "eu-central-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Description.md",
@@ -27246,9 +27394,7 @@
             "cog",
             "stac"
         ],
-        "Explore": [
-            "[STAC V1.0.0 endpoint](https://meeo-s3.s3.amazonaws.com/)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
@@ -27553,8 +27699,8 @@
     },
     {
         "Name": "Software Heritage Graph Dataset",
-        "Description": "S3 Inventory files",
-        "ARN": "arn:aws:s3:::softwareheritage-inventory",
+        "Description": "Software Heritage Graph Dataset",
+        "ARN": "arn:aws:s3:::softwareheritage",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.softwareheritage.org/devel/swh-dataset/graph/athena.html",
@@ -27577,8 +27723,8 @@
     },
     {
         "Name": "Software Heritage Graph Dataset",
-        "Description": "Software Heritage Graph Dataset",
-        "ARN": "arn:aws:s3:::softwareheritage",
+        "Description": "S3 Inventory files",
+        "ARN": "arn:aws:s3:::softwareheritage-inventory",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://docs.softwareheritage.org/devel/swh-dataset/graph/athena.html",
@@ -27905,8 +28051,8 @@
     },
     {
         "Name": "Sup3rCC",
-        "Description": "Sup3rCC Generative Models",
-        "ARN": "arn:aws:s3:::nrel-pds-sup3rcc/models/",
+        "Description": "Sup3rCC",
+        "ARN": "arn:aws:s3:::nrel-pds-sup3rcc/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/NREL/sup3r",
@@ -27922,7 +28068,7 @@
             "climate model"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc&prefix=models%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -27957,8 +28103,8 @@
     },
     {
         "Name": "Sup3rCC",
-        "Description": "Sup3rCC",
-        "ARN": "arn:aws:s3:::nrel-pds-sup3rcc/",
+        "Description": "Sup3rCC Generative Models",
+        "ARN": "arn:aws:s3:::nrel-pds-sup3rcc/models/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/NREL/sup3r",
@@ -27974,7 +28120,7 @@
             "climate model"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc&prefix=models%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -28291,8 +28437,8 @@
     },
     {
         "Name": "The Cancer Genome Atlas",
-        "Description": "Clinical Supplement, Biospecimen Supplement, RNA-Seq Gene Expression Quantification, miRNA-SeqIsoform Expression Quantification, miRNA Expression Quantification, Genotyping Array CopyNumber Segment, Genotyping Array Masked Copy Number Segment, Genotyping Array Gene Level CopyNumber Scores, WXS Masked Somatic Mutation",
-        "ARN": "arn:aws:s3:::tcga-2-open",
+        "Description": "WXS/RNA-Seq/miRNA-Seq/ATAC-Seq Aligned Reads, WXS Annotated Somatic Mutation, WXS Raw SomaticMutation, WXS Aggregated Somatic Mutation",
+        "ARN": "arn:aws:s3:::tcga-2-controlled",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga",
@@ -28310,14 +28456,14 @@
         ],
         "Explore": null,
         "RequesterPays": null,
-        "ControlledAccess": null,
+        "ControlledAccess": "https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs000178.v1.p1",
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "The Cancer Genome Atlas",
-        "Description": "WXS/RNA-Seq/miRNA-Seq/ATAC-Seq Aligned Reads, WXS Annotated Somatic Mutation, WXS Raw SomaticMutation, WXS Aggregated Somatic Mutation",
-        "ARN": "arn:aws:s3:::tcga-2-controlled",
+        "Description": "Clinical Supplement, Biospecimen Supplement, RNA-Seq Gene Expression Quantification, miRNA-SeqIsoform Expression Quantification, miRNA Expression Quantification, Genotyping Array CopyNumber Segment, Genotyping Array Masked Copy Number Segment, Genotyping Array Gene Level CopyNumber Scores, WXS Masked Somatic Mutation",
+        "ARN": "arn:aws:s3:::tcga-2-open",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga",
@@ -28335,7 +28481,7 @@
         ],
         "Explore": null,
         "RequesterPays": null,
-        "ControlledAccess": "https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs000178.v1.p1",
+        "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
@@ -28969,10 +29115,10 @@
     },
     {
         "Name": "USGS Landsat",
-        "Description": "Scenes and metadata",
-        "ARN": "arn:aws:s3:::usgs-landsat/collection02/",
+        "Description": "New scene notifications, Level-1 and Level-2 Scenes",
+        "ARN": "arn:aws:sns:us-west-2:673253540267:public-c2-notify-v2",
         "Region": "us-west-2",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-data-access",
         "Contact": "https://answers.usgs.gov/",
         "ManagedBy": "[United States Geological Survey](https://www.usgs.gov)",
@@ -28989,10 +29135,8 @@
             "stac",
             "cog"
         ],
-        "Explore": [
-            "[STAC Catalog](https://landsatlook.usgs.gov/stac-server/collections)"
-        ],
-        "RequesterPays": true,
+        "Explore": null,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
@@ -29055,10 +29199,10 @@
     },
     {
         "Name": "USGS Landsat",
-        "Description": "New scene notifications, Level-1 and Level-2 Scenes",
-        "ARN": "arn:aws:sns:us-west-2:673253540267:public-c2-notify-v2",
+        "Description": "Scenes and metadata",
+        "ARN": "arn:aws:s3:::usgs-landsat/collection02/",
         "Region": "us-west-2",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-data-access",
         "Contact": "https://answers.usgs.gov/",
         "ManagedBy": "[United States Geological Survey](https://www.usgs.gov)",
@@ -29075,8 +29219,10 @@
             "stac",
             "cog"
         ],
-        "Explore": null,
-        "RequesterPays": null,
+        "Explore": [
+            "[STAC Catalog](https://landsatlook.usgs.gov/stac-server/collections)"
+        ],
+        "RequesterPays": true,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
@@ -29136,8 +29282,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2022_02",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-02/",
+        "Description": "UniProt 2022_03",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-03/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29316,8 +29462,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2022_03",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-03/",
+        "Description": "UniProt 2022_02",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-02/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29346,8 +29492,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2022_04",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-04/",
+        "Description": "UniProt 2022_05",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-05/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29376,8 +29522,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2022_05",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-05/",
+        "Description": "UniProt 2023_01",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-01/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29406,8 +29552,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2023_01",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-01/",
+        "Description": "UniProt 2023_02",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-02/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29436,8 +29582,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2023_02",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-02/",
+        "Description": "UniProt 2023_03",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-03/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29466,8 +29612,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2023_03",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-03/",
+        "Description": "UniProt 2023_04",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-04/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29496,8 +29642,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2023_04",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-04/",
+        "Description": "UniProt 2023_05",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-05/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29526,8 +29672,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2023_05",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2023-05/",
+        "Description": "UniProt 2024_01",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2024-01/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29556,8 +29702,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2024_01",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2024-01/",
+        "Description": "UniProt 2024_02",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2024-02/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29586,8 +29732,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2024_02",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2024-02/",
+        "Description": "UniProt 2024_03",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2024-03/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29616,8 +29762,8 @@
     },
     {
         "Name": "UniProt",
-        "Description": "UniProt 2024_03",
-        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2024-03/",
+        "Description": "UniProt 2022_04",
+        "ARN": "arn:aws:s3:::aws-open-data-uniprot-rdf/2022-04/",
         "Region": "eu-west-3",
         "Type": "S3 Bucket",
         "Documentation": "https://www.uniprot.org/help/about",
@@ -29675,10 +29821,10 @@
     },
     {
         "Name": "VENUS L2A Cloud-Optimized GeoTIFFs",
-        "Description": "Venus L2A dataset (COG) and metadata (STAC)",
-        "ARN": "arn:aws:s3:::venus-l2a-cogs",
+        "Description": "New Venus L2A dataset notifications, can subscribe with Lambda",
+        "ARN": "arn:aws:sns:us-east-1:794383284256:venus-l2a-cogs-object_created",
         "Region": "us-east-1",
-        "Type": "S3 Bucket",
+        "Type": "SNS Topic",
         "Documentation": "https://github.com/earthdaily/venus-on-aws/",
         "Contact": "Klaus Bachhuber - klaus.bachhuber@earthdaily.com",
         "ManagedBy": "[EarthDaily Analytics](https://earthdaily.com/)",
@@ -29699,20 +29845,18 @@
             "environmental",
             "land cover"
         ],
-        "Explore": [
-            "[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)"
-        ],
-        "RequesterPays": false,
+        "Explore": null,
+        "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
     },
     {
         "Name": "VENUS L2A Cloud-Optimized GeoTIFFs",
-        "Description": "New Venus L2A dataset notifications, can subscribe with Lambda",
-        "ARN": "arn:aws:sns:us-east-1:794383284256:venus-l2a-cogs-object_created",
+        "Description": "Venus L2A dataset (COG) and metadata (STAC)",
+        "ARN": "arn:aws:s3:::venus-l2a-cogs",
         "Region": "us-east-1",
-        "Type": "SNS Topic",
+        "Type": "S3 Bucket",
         "Documentation": "https://github.com/earthdaily/venus-on-aws/",
         "Contact": "Klaus Bachhuber - klaus.bachhuber@earthdaily.com",
         "ManagedBy": "[EarthDaily Analytics](https://earthdaily.com/)",
@@ -29733,8 +29877,10 @@
             "environmental",
             "land cover"
         ],
-        "Explore": null,
-        "RequesterPays": null,
+        "Explore": [
+            "[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)"
+        ],
+        "RequesterPays": false,
         "ControlledAccess": null,
         "AccountRequired": null,
         "Host": null
@@ -29766,8 +29912,8 @@
     },
     {
         "Name": "Vermont Open Geospatial on AWS",
-        "Description": "Landcover datsets are organized in this bucket as statewide file mosaics These data are available in Cloud Optimized GeoTIFF (COG) format and use the following naming convention STATEWIDE_<AQYEAR>_<RESOLUTION>cm_LANDCOVER_<DerivativeType>",
-        "ARN": "arn:aws:s3:::vtopendata-prd/Landcover",
+        "Description": "Imagery datsets are organized in this bucket as statewide file mosaics and by acquisition year (often a portion of the state in any given year) These data are available in Cloud Optimized GeoTIFF (COG) format and use the following naming convention; 1) Statewide - STATEWIDE_<AQYEAR-AQYEAR>_<RESOLUTION>cm_<LEAFSTATUS>_<#BANDS>Band, 2) By Acquisition Year - <AQYEAR>_<RESOLUTION>cm_<LEAFSTATUS>_<#BANDS>Band Individual tiles are also available as lossless COGs under the /_Tiles subfolder",
+        "ARN": "arn:aws:s3:::vtopendata-prd/Imagery",
         "Region": "us-east-2",
         "Type": "S3 Bucket",
         "Documentation": "https://vcgi.vermont.gov/data-and-programs/",
@@ -29816,8 +29962,8 @@
     },
     {
         "Name": "Vermont Open Geospatial on AWS",
-        "Description": "Imagery datsets are organized in this bucket as statewide file mosaics and by acquisition year (often a portion of the state in any given year) These data are available in Cloud Optimized GeoTIFF (COG) format and use the following naming convention; 1) Statewide - STATEWIDE_<AQYEAR-AQYEAR>_<RESOLUTION>cm_<LEAFSTATUS>_<#BANDS>Band, 2) By Acquisition Year - <AQYEAR>_<RESOLUTION>cm_<LEAFSTATUS>_<#BANDS>Band Individual tiles are also available as lossless COGs under the /_Tiles subfolder",
-        "ARN": "arn:aws:s3:::vtopendata-prd/Imagery",
+        "Description": "Landcover datsets are organized in this bucket as statewide file mosaics These data are available in Cloud Optimized GeoTIFF (COG) format and use the following naming convention STATEWIDE_<AQYEAR>_<RESOLUTION>cm_LANDCOVER_<DerivativeType>",
+        "ARN": "arn:aws:s3:::vtopendata-prd/Landcover",
         "Region": "us-east-2",
         "Type": "S3 Bucket",
         "Documentation": "https://vcgi.vermont.gov/data-and-programs/",
@@ -30074,8 +30220,8 @@
     },
     {
         "Name": "Wind AI Bench",
-        "Description": "Wind AI Bench Airfoil Computational Fluid Dynamics (CFD) - 9k Shapes Data Sets",
-        "ARN": "arn:aws:s3:::nrel-pds-windai/aerodynamic_shapes/2D/9K_airfoils/",
+        "Description": "Wind AI Bench Flow Redirection and Induction in Steady State (FLORIS) Wind Plant Power Production Data Sets] (https://dataopeneiorg/submissions/5884)",
+        "ARN": "arn:aws:s3:::nrel-pds-windai/wind_plant_power/floris/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/NREL/windAI_bench",
@@ -30090,7 +30236,7 @@
             "machine learning"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=aerodynamic_shapes%2F2D%2F9k_airfoils%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=wind_plant_power%2Ffloris%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -30099,8 +30245,8 @@
     },
     {
         "Name": "Wind AI Bench",
-        "Description": "Wind AI Bench Flow Redirection and Induction in Steady State (FLORIS) Wind Plant Power Production Data Sets] (https://dataopeneiorg/submissions/5884)",
-        "ARN": "arn:aws:s3:::nrel-pds-windai/wind_plant_power/floris/",
+        "Description": "Wind AI Bench Airfoil Computational Fluid Dynamics (CFD) - 9k Shapes Data Sets",
+        "ARN": "arn:aws:s3:::nrel-pds-windai/aerodynamic_shapes/2D/9K_airfoils/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/NREL/windAI_bench",
@@ -30115,7 +30261,7 @@
             "machine learning"
         ],
         "Explore": [
-            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=wind_plant_power%2Ffloris%2F)"
+            "[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=aerodynamic_shapes%2F2D%2F9k_airfoils%2F)"
         ],
         "RequesterPays": null,
         "ControlledAccess": null,
@@ -30254,9 +30400,9 @@
     },
     {
         "Name": "YouTube 8 Million - Data Lakehouse Ready",
-        "Description": "Original YT8M *tfrecords File structure info can be found here",
-        "ARN": "arn:aws:s3:::aws-roda-ml-datalake/yt8m/",
-        "Region": "us-west-2",
+        "Description": "Replica of the two locations above in us-east-1",
+        "ARN": "arn:aws:s3:::aws-roda-ml-datalake-us-east-1/",
+        "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.md",
         "Contact": "https://github.com/aws-samples/data-lake-as-code/issues",
@@ -30279,9 +30425,9 @@
     },
     {
         "Name": "YouTube 8 Million - Data Lakehouse Ready",
-        "Description": "Replica of the two locations above in us-east-1",
-        "ARN": "arn:aws:s3:::aws-roda-ml-datalake-us-east-1/",
-        "Region": "us-east-1",
+        "Description": "Lakehouse ready YT8M as Glue Parquet files Install instructions here",
+        "ARN": "arn:aws:s3:::aws-roda-ml-datalake/yt8m_ods/",
+        "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.md",
         "Contact": "https://github.com/aws-samples/data-lake-as-code/issues",
@@ -30304,8 +30450,8 @@
     },
     {
         "Name": "YouTube 8 Million - Data Lakehouse Ready",
-        "Description": "Lakehouse ready YT8M as Glue Parquet files Install instructions here",
-        "ARN": "arn:aws:s3:::aws-roda-ml-datalake/yt8m_ods/",
+        "Description": "Original YT8M *tfrecords File structure info can be found here",
+        "ARN": "arn:aws:s3:::aws-roda-ml-datalake/yt8m/",
         "Region": "us-west-2",
         "Type": "S3 Bucket",
         "Documentation": "https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.md",
@@ -30377,8 +30523,8 @@
     },
     {
         "Name": "iHART Whole Genome Sequencing Data Set",
-        "Description": "BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase I",
-        "ARN": "arn:aws:s3:::ihart-release",
+        "Description": "BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase II",
+        "ARN": "arn:aws:s3:::ihart-main",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "http://www.ihart.org/data",
@@ -30404,8 +30550,8 @@
     },
     {
         "Name": "iHART Whole Genome Sequencing Data Set",
-        "Description": "BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase II",
-        "ARN": "arn:aws:s3:::ihart-main",
+        "Description": "BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase I",
+        "ARN": "arn:aws:s3:::ihart-release",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "http://www.ihart.org/data",
@@ -30459,7 +30605,7 @@
     {
         "Name": "iHART Whole Genome Sequencing Data Set",
         "Description": "gVCF and VCF files from The iHART whole genome sequencing study, control data sets",
-        "ARN": "arn:aws:s3:::ihart-psp",
+        "ARN": "arn:aws:s3:::ihart-brain",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "http://www.ihart.org/data",
@@ -30486,7 +30632,7 @@
     {
         "Name": "iHART Whole Genome Sequencing Data Set",
         "Description": "gVCF and VCF files from The iHART whole genome sequencing study, control data sets",
-        "ARN": "arn:aws:s3:::ihart-brain",
+        "ARN": "arn:aws:s3:::ihart-psp",
         "Region": "us-east-1",
         "Type": "S3 Bucket",
         "Documentation": "http://www.ihart.org/data",
@@ -30620,10 +30766,10 @@
     },
     {
         "Name": "nuScenes",
-        "Description": "Globally cached distribution of the nuScenes Dataset Web frontend is available to browse the dataset",
-        "ARN": null,
+        "Description": "nuScenes Dataset",
+        "ARN": "arn:aws:s3:::motional-nuscenes",
         "Region": "ap-northeast-1",
-        "Type": "CloudFront Distribution",
+        "Type": "S3 Bucket",
         "Documentation": "https://www.nuscenes.org",
         "Contact": "https://www.nuscenes.org",
         "ManagedBy": "[Motional, Inc.](https://motional.com)",
@@ -30638,18 +30784,20 @@
             "transportation",
             "urban"
         ],
-        "Explore": null,
+        "Explore": [
+            "[Browse Bucket](https://motional-nuscenes.s3.ap-northeast-1.amazonaws.com/index.html)"
+        ],
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
-        "Host": "https://d36yt3mvayqw5m.cloudfront.net"
+        "Host": null
     },
     {
         "Name": "nuScenes",
-        "Description": "nuScenes Dataset",
-        "ARN": "arn:aws:s3:::motional-nuscenes",
+        "Description": "Globally cached distribution of the nuScenes Dataset Web frontend is available to browse the dataset",
+        "ARN": null,
         "Region": "ap-northeast-1",
-        "Type": "S3 Bucket",
+        "Type": "CloudFront Distribution",
         "Documentation": "https://www.nuscenes.org",
         "Contact": "https://www.nuscenes.org",
         "ManagedBy": "[Motional, Inc.](https://motional.com)",
@@ -30664,13 +30812,11 @@
             "transportation",
             "urban"
         ],
-        "Explore": [
-            "[Browse Bucket](https://motional-nuscenes.s3.ap-northeast-1.amazonaws.com/index.html)"
-        ],
+        "Explore": null,
         "RequesterPays": null,
         "ControlledAccess": null,
         "AccountRequired": null,
-        "Host": null
+        "Host": "https://d36yt3mvayqw5m.cloudfront.net"
     },
     {
         "Name": "real-changesets",
diff --git a/aws_open_datasets.tsv b/aws_open_datasets.tsv
index 998aee5..5823cb2 100644
--- a/aws_open_datasets.tsv
+++ b/aws_open_datasets.tsv
@@ -83,7 +83,7 @@ Australasian Genomes	Data files	arn:aws:s3:::threatenedspecies	ap-southeast-2	S3
 Automated Segmentation of Intracellular Substructures in Electron Microscopy (ASEM) on AWS	High resolution 3D cell image datasets	arn:aws:s3:::asem-project/datasets/	us-east-1	S3 Bucket	https://open.quiltdata.com/b/asem-project	tklab@tklab.hms.harvard.edu	Kirchhausen Lab at Harvard Medical School	Data is added as it becomes available	All available datasets and models are licensed under a Creative Commons Attribut	aws-pds, biology, cell biology, segmentation, microscopy, electron microscopy, computer vision, imaging					
 Automated Segmentation of Intracellular Substructures in Electron Microscopy (ASEM) on AWS	Trained ML segmentation models for use in ASEM pipeline	arn:aws:s3:::asem-project/models/	us-east-1	S3 Bucket	https://open.quiltdata.com/b/asem-project	tklab@tklab.hms.harvard.edu	Kirchhausen Lab at Harvard Medical School	Data is added as it becomes available	All available datasets and models are licensed under a Creative Commons Attribut	aws-pds, biology, cell biology, segmentation, microscopy, electron microscopy, computer vision, imaging					
 Automatic Speech Recognition (ASR) Error Robustness	Datatasets with ASR Errors	arn:aws:s3:::asr-error-robustness	us-east-1	S3 Bucket	https://github.com/anjiefang/asr-error-robustness	njfn@amazon.com	[Amazon](https://www.amazon.com/)	N/A	See https://github.com/anjiefang/asr-error-robustness	amazon.science, natural language processing, deep learning, machine learning, speech recognition					
-Baby Open Brains (BOBs) Repository on AWS	BOBs Repository data	arn:aws:s3:::bobsrepository	us-east-2	S3 Bucket	https://osf.io/wdr78/	Eric Feczko (feczk001@umn.edu) & Sally M. Stoyell (stoye003@umn.edu)	"Center for Developmental Neuroscience (CDNI), ""[Masonic Institute for the Develo"	The repository is updated when: (1) all brain segmentations have undergone furth	CC-By Attribution 4.0 International	neuroimaging, magnetic resonance imaging, neuroscience, pediatric, nifti, segmentation	['[Browse Bucket](https://s3.amazonaws.com/bobsrepository)']				
+Baby Open Brains (BOBs) Repository on AWS	BOBs Repository data	arn:aws:s3:::bobsrepository	us-east-2	S3 Bucket	https://bobsrepository.readthedocs.io/en/latest/	Eric Feczko (feczk001@umn.edu) & Sally M. Stoyell (stoye003@umn.edu)	Masonic Institute for the Developing Brain (MIDB) Open Data Initiative	The repository is updated when: (1) all brain segmentations have undergone furth	CC-By Attribution 4.0 International	neuroimaging, magnetic resonance imaging, neuroscience, pediatric, nifti, segmentation	['[Browse Bucket](https://s3.amazonaws.com/bobsrepository/index.html)']				
 Basic Local Alignment Sequences Tool (BLAST) Databases	BLAST databases with associated files in a public S3 bucket	arn:aws:s3:::ncbi-blast-databases	us-east-1	S3 Bucket	https://github.com/ncbi/blast_plus_docs	https://support.nlm.nih.gov/support/create-case/	[National Library of Medicine (NLM)](http://nlm.nih.gov/)	Periodically	"""[NIH Genomic Data Sharing Policy](https://osp.od.nih.gov/scientific-sharing/gen"	aws-pds, bioinformatics, biology, health, life sciences, genetic, genomic, transcriptomics, protein, reference index					
 Beat Acute Myeloid Leukemia (AML) 1.0	WXS/RNA-Seq Aligned Reads, WXS Annotated Somatic Mutation, WXS Raw Somatic Mutat	arn:aws:s3:::gdc-beataml1-cohort-phs001657-2-controlled	us-east-1	S3 Bucket	https://www.cancer.gov/about-nci/organization/ccg/blog/2019/beataml	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, STRIDES			https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001657.v1.p1&phv=417530&phd=&pha=&pht=9391&phvf=&phdf=&phaf=&phtf=&dssp=1&consent=&temp=1		
 Beat Acute Myeloid Leukemia (AML) 1.0	BEATAML10-COHORT RNA-Seq Gene Expression Quantification	arn:aws:s3:::gdc-beataml1-cohort-phs001657-2-open	us-east-1	S3 Bucket	https://www.cancer.gov/about-nci/organization/ccg/blog/2019/beataml	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, life sciences, cancer, genetic, genomic, Homo sapiens, STRIDES					
@@ -577,7 +577,7 @@ NOAA / NGA Satellite Computed Bathymetry Assessment-SCuBA	NOAA / NGA Satellite C
 NOAA 3-D Surge and Tide Operational Forecast System for the Atlantic Basin (STOFS-3D-Atlantic)	NOAA STOFS-3D-Atlantic Forecast Guidance	arn:aws:s3:::noaa-nos-stofs3d-pds	us-east-1	S3 Bucket	https://noaa-nos-stofs3d-pds.s3.amazonaws.com/README.html	For questions regarding data content or quality, visit the STOFS site (https://p	[NOAA](http://www.noaa.gov/)	One time per day at 12 UTC	Open Data. There are no restrictions on the use of this data.	aws-pds, global, coastal, marine navigation, disaster response, weather, water, environmental, meteorological, oceans, sustainability, climate	['[Browse Bucket](https://noaa-nos-stofs3d-pds.s3.amazonaws.com/index.html)']				
 NOAA 3-D Surge and Tide Operational Forecast System for the Atlantic Basin (STOFS-3D-Atlantic)	NOAA STOFS-3D-Atlantic Forecast Guidance New Dataset Notification	arn:aws:sns:us-east-1:709902155096:NewICOGS3DObject	us-east-1	SNS Topic	https://noaa-nos-stofs3d-pds.s3.amazonaws.com/README.html	For questions regarding data content or quality, visit the STOFS site (https://p	[NOAA](http://www.noaa.gov/)	One time per day at 12 UTC	Open Data. There are no restrictions on the use of this data.	aws-pds, global, coastal, marine navigation, disaster response, weather, water, environmental, meteorological, oceans, sustainability, climate					
 NOAA Analysis of Record for Calibration (AORC) Dataset	1-km resolution AORC version 11	arn:aws:s3:::noaa-nws-aorc-v1-1-1km	us-east-1	S3 Bucket	[Analysis of Record for Calibration: Version 1.1 Sources, Methods, and Verificat	For questions regarding data content or quality, email the AORC team at aorc.inf	[NOAA](http://www.noaa.gov/)	To be determined	CC-0 - Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nws-aorc-v1-1-1km.s3.amazonaws.com/index.html)']				
-NOAA Atmospheric Climate Data Records	Ocean Nearsurface Atmos Profiles	arn:aws:s3:::noaa-cdr-ocean-nearsurface-atmos-profiles-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-ocean-nearsurface-atmos-profiles-pds.s3.amazonaws.com/index.html)']				
+NOAA Atmospheric Climate Data Records	Ozone - ESRL	arn:aws:s3:::noaa-cdr-ozone-esrl-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-ozone-esrl-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	Total Solar Irradiance	arn:aws:s3:::noaa-cdr-total-solar-irradiance-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-total-solar-irradiance-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	Cloud Properties ISCCP	arn:aws:s3:::noaa-cdr-cloud-properties-isccp-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-cloud-properties-isccp-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	Aerosol Optical Thickness	arn:aws:s3:::noaa-cdr-aerosol-optical-thickness-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-aerosol-optical-thickness-pds.s3.amazonaws.com/index.html)']				
@@ -587,9 +587,9 @@ NOAA Atmospheric Climate Data Records	Solar Spectral Irradiance	arn:aws:s3:::noa
 NOAA Atmospheric Climate Data Records	Cloud Properties Polar Orbiter	arn:aws:s3:::noaa-cdr-cloud-properties-polar-orbiter-nasa-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-cloud-properties-polar-orbiter-nasa-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	PERSIANN Precip	arn:aws:s3:::noaa-cdr-precip-persiann-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-precip-persiann-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	GPCP Precip Monthly	arn:aws:s3:::noaa-cdr-precip-gpcp-monthly-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-precip-gpcp-monthly-pds.s3.amazonaws.com/index.html)']				
+NOAA Atmospheric Climate Data Records	Ocean Nearsurface Atmos Profiles	arn:aws:s3:::noaa-cdr-ocean-nearsurface-atmos-profiles-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-ocean-nearsurface-atmos-profiles-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	Outgoing Longwave Radiation - Daily	arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-daily-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-daily-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	Outgoing Longwave Radiation - Monthly	arn:aws:s3:::noaa-cdr-outgoing-longwave-radiation-monthly-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-outgoing-longwave-radiation-monthly-pds.s3.amazonaws.com/index.html)']				
-NOAA Atmospheric Climate Data Records	Ozone - ESRL	arn:aws:s3:::noaa-cdr-ozone-esrl-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-ozone-esrl-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	CMORPH Precip	arn:aws:s3:::noaa-cdr-precip-cmorph-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-precip-cmorph-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	GPCP Precip Daily	arn:aws:s3:::noaa-cdr-precip-gpcp-daily-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-precip-gpcp-daily-pds.s3.amazonaws.com/index.html)']				
 NOAA Atmospheric Climate Data Records	NEXRAD Precip	arn:aws:s3:::noaa-cdr-precip-nexrad-qpe-pds	us-east-1	S3 Bucket	https://www.ncei.noaa.gov/products/climate-data-records/atmospheric	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, sustainability, weather	['[Browse Bucket](https://noaa-cdr-precip-nexrad-qpe-pds.s3.amazonaws.com/index.html)']				
@@ -674,28 +674,28 @@ NOAA National Water Model CONUS Retrospective Dataset	The complete archive of NW
 NOAA National Water Model CONUS Retrospective Dataset	The complete archive of NWM data version 12	arn:aws:s3:::nwm-archive	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://nwm-archive.s3.amazonaws.com/index.html)']				
 NOAA National Water Model CONUS Retrospective Dataset	The streamflow from the NWM version 20 in Zarr format	arn:aws:s3:::noaa-nwm-retro-v2-zarr-pds	us-west-2	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nwm-retro-v2-zarr-pds.s3.amazonaws.com/index.html)']				
 NOAA National Water Model CONUS Retrospective Dataset	The complete archive of NWM input forcing and model output data version 30 in N	arn:aws:s3:::noaa-nwm-retrospective-3-0-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nwm-retrospective-3-0-pds.s3.amazonaws.com/index.html)']				
-NOAA National Water Model CONUS Retrospective Dataset	The complete archive of NWM data version 20	arn:aws:s3:::noaa-nwm-retro-v2-0-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nwm-retro-v2-0-pds.s3.amazonaws.com/index.html)']				
 NOAA National Water Model CONUS Retrospective Dataset	The complete archive of NWM model output data version 21 in Zarr format The NW	arn:aws:s3:::noaa-nwm-retrospective-2-1-zarr-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nwm-retrospective-2-1-zarr-pds.s3.amazonaws.com/index.html)']				
+NOAA National Water Model CONUS Retrospective Dataset	The complete archive of NWM data version 20	arn:aws:s3:::noaa-nwm-retro-v2-0-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/nwm/README.md	For questions regarding data content or quality, email nws.nwc.ops@noaa.gov.For 	[NOAA](http://www.noaa.gov/)	No updates	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nwm-retro-v2-0-pds.s3.amazonaws.com/index.html)']				
 NOAA National Water Model Short-Range Forecast	A rolling four week archive of NWM data	arn:aws:s3:::noaa-nwm-pds	us-east-1	S3 Bucket	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds	For questions regarding data content or quality, go [here](http://water.noaa.gov	[NOAA](http://www.noaa.gov/)	Daily	Open Data. There are no restrictions on the use of this data	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation	['[Browse Bucket](https://noaa-nwm-pds.s3.amazonaws.com/index.html)']				
 NOAA National Water Model Short-Range Forecast	New data notifications for NWM, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNWMObject	us-east-1	SNS Topic	https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-nwm-pds	For questions regarding data content or quality, go [here](http://water.noaa.gov	[NOAA](http://www.noaa.gov/)	Daily	Open Data. There are no restrictions on the use of this data	aws-pds, agriculture, weather, climate, environmental, disaster response, agriculture, transportation					
-NOAA North American Mesoscale Forecast System (NAM)	New data notifications for NAM data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPNAMObject	us-east-1	SNS Topic	https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Four times daily (0000, 0600, 1200, and 1800 UTC)	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
 NOAA North American Mesoscale Forecast System (NAM)	North American Mesoscale Forecast System (NAM) Data	arn:aws:s3:::noaa-nam-pds	us-east-1	S3 Bucket	https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Four times daily (0000, 0600, 1200, and 1800 UTC)	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather	['[Browse Bucket](https://noaa-nam-pds.s3.amazonaws.com/index.html)']				
+NOAA North American Mesoscale Forecast System (NAM)	New data notifications for NAM data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPNAMObject	us-east-1	SNS Topic	https://www.emc.ncep.noaa.gov/emc/pages/numerical_forecast_systems/nam.php, http	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Four times daily (0000, 0600, 1200, and 1800 UTC)	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
 NOAA Oceanic Climate Data Records	Sea Surface Temperature - Optimum Interpolation	arn:aws:s3:::noaa-cdr-sea-surface-temp-optimum-interpolation-pds	us-east-1	S3 Bucket	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather	['[Browse Bucket](https://noaa-cdr-sea-surface-temp-optimum-interpolation-pds.s3.amazonaws.com/index.html)']				
-NOAA Oceanic Climate Data Records	Sea Ice Concentration	arn:aws:s3:::noaa-cdr-sea-ice-concentration-pds	us-east-1	S3 Bucket	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather	['[Browse Bucket](https://noaa-cdr-sea-ice-concentration-pds.s3.amazonaws.com/index.html)']				
 NOAA Oceanic Climate Data Records	Sea Surface Temperature - WHOI	arn:aws:s3:::noaa-cdr-sea-surface-temp-whoi-pds	us-east-1	S3 Bucket	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather	['[Browse Bucket](https://noaa-cdr-sea-surface-temp-whoi-pds.s3.amazonaws.com/index.html)']				
-NOAA Office of Coast Survey - Hydrographic Survey Data	NOAA Office of Coast Survey Hydrographic Survey Data	arn:aws:s3:::noaa-ocs-hydrodata-pds	us-east-1	S3 Bucket	https://nauticalcharts.noaa.gov/	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	This bucket is updated as new data source become available	Creative Commons licenses are attached to each file and, where available, are at	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans	['[Browse Bucket](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/index.html)']				
+NOAA Oceanic Climate Data Records	Sea Ice Concentration	arn:aws:s3:::noaa-cdr-sea-ice-concentration-pds	us-east-1	S3 Bucket	https://www.ncdc.noaa.gov/cdr	For questions regarding the specific CDR data holdings, please contact NCEI.SAT.	[NOAA](http://www.noaa.gov/)	Climate Data Records are updated independently. For update frequency for a speci	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, oceans, sustainability, weather	['[Browse Bucket](https://noaa-cdr-sea-ice-concentration-pds.s3.amazonaws.com/index.html)']				
 NOAA Office of Coast Survey - Hydrographic Survey Data	NOAA Office of Coast Survey Hydrographic Survey Data New Object Notification	arn:aws:sns:us-east-1:709902155096:NewOCSHYDROObject	us-east-1	SNS Topic	https://nauticalcharts.noaa.gov/	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	This bucket is updated as new data source become available	Creative Commons licenses are attached to each file and, where available, are at	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans					
-NOAA Operational Forecast System (OFS)	New data notifications for NOS OFS Historical Retention, only Lambda and SQS pro	arn:aws:sns:us-east-1:123901341784:NewNOSOFSObject	us-east-1	SNS Topic	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather					
-NOAA Operational Forecast System (OFS)	NOMADS Production OFS Data (30 day rolling retention)	arn:aws:s3:::noaa-ofs-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather	['[Browse Bucket](https://noaa-ofs-pds.s3.amazonaws.com/index.html)']				
-NOAA Operational Forecast System (OFS)	New data notifications for OFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewOFSObject	us-east-1	SNS Topic	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather					
+NOAA Office of Coast Survey - Hydrographic Survey Data	NOAA Office of Coast Survey Hydrographic Survey Data	arn:aws:s3:::noaa-ocs-hydrodata-pds	us-east-1	S3 Bucket	https://nauticalcharts.noaa.gov/	For general questions or feedback about the data, please submit inquiriesthrough	[NOAA](http://www.noaa.gov/)	This bucket is updated as new data source become available	Creative Commons licenses are attached to each file and, where available, are at	aws-pds, earth observation, model, oceans, bathymetry, marine navigation, oceans	['[Browse Bucket](https://noaa-ocs-hydrodata-pds.s3.amazonaws.com/index.html)']				
 NOAA Operational Forecast System (OFS)	CO-OPS Operational OFS Data (Historical Retention)	arn:aws:s3:::noaa-nos-ofs-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather	['[Browse Bucket](https://noaa-nos-ofs-pds.s3.amazonaws.com/index.html)']				
-NOAA Rapid Refresh (RAP)	New data notifications for RAP, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewRAPObject	us-east-1	SNS Topic	https://www.nco.ncep.noaa.gov/pmb/products/rap/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
+NOAA Operational Forecast System (OFS)	New data notifications for OFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewOFSObject	us-east-1	SNS Topic	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather					
+NOAA Operational Forecast System (OFS)	NOMADS Production OFS Data (30 day rolling retention)	arn:aws:s3:::noaa-ofs-pds	us-east-1	S3 Bucket	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather	['[Browse Bucket](https://noaa-ofs-pds.s3.amazonaws.com/index.html)']				
+NOAA Operational Forecast System (OFS)	New data notifications for NOS OFS Historical Retention, only Lambda and SQS pro	arn:aws:sns:us-east-1:123901341784:NewNOSOFSObject	us-east-1	SNS Topic	https://github.com/NOAA-Big-Data-Program/bdp-data-docs/blob/main/OFS/README.md	For questions regarding data content or quality, visit [the NOAA OFS site](https	[NOAA](http://www.noaa.gov/)	4 times a day, every 6 hours with 6-hour nowcasts (WCOFS is updated once a day w	Open Data. There are no restrictions on the use of this data.	aws-pds, climate, coastal, disaster response, environmental, meteorological, oceans, water, weather					
 NOAA Rapid Refresh (RAP)	Rapid Refresh (RAP) Data	arn:aws:s3:::noaa-rap-pds	us-east-1	S3 Bucket	https://www.nco.ncep.noaa.gov/pmb/products/rap/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather	['[Browse Bucket](https://noaa-rap-pds.s3.amazonaws.com/index.html)']				
-NOAA Rapid Refresh Forecast System (RRFS) [Prototype]	New data notifications for RRFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewRRFSObject	us-east-1	SNS Topic	https://vlab.noaa.gov/web/ufs-r2o	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Daily	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
+NOAA Rapid Refresh (RAP)	New data notifications for RAP, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewRAPObject	us-east-1	SNS Topic	https://www.nco.ncep.noaa.gov/pmb/products/rap/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
 NOAA Rapid Refresh Forecast System (RRFS) [Prototype]	Rapid Refresh Forecast System (RRFS) Data	arn:aws:s3:::noaa-rrfs-pds	us-east-1	S3 Bucket	https://vlab.noaa.gov/web/ufs-r2o	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Daily	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather	['[Browse Bucket](https://noaa-rrfs-pds.s3.amazonaws.com/index.html)']				
-NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)	Unrestricted Mesoscale Analysis (URMA) Data	arn:aws:s3:::noaa-urma-pds	us-east-1	S3 Bucket	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather	['[Browse Bucket](https://noaa-urma-pds.s3.amazonaws.com/index.html)']				
+NOAA Rapid Refresh Forecast System (RRFS) [Prototype]	New data notifications for RRFS, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:709902155096:NewRRFSObject	us-east-1	SNS Topic	https://vlab.noaa.gov/web/ufs-r2o	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Daily	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
 NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)	Real-Time Mesoscale Analysis (RTMA) Data	arn:aws:s3:::noaa-rtma-pds	us-east-1	S3 Bucket	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather	['[Browse Bucket](https://noaa-rtma-pds.s3.amazonaws.com/index.html)']				
 NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)	New data notifications for RTMA data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPRTMAObject	us-east-1	SNS Topic	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
+NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)	Unrestricted Mesoscale Analysis (URMA) Data	arn:aws:s3:::noaa-urma-pds	us-east-1	S3 Bucket	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather	['[Browse Bucket](https://noaa-urma-pds.s3.amazonaws.com/index.html)']				
 NOAA Real-Time Mesoscale Analysis (RTMA) / Unrestricted Mesoscale Analysis (URMA)	New data notifications for URMA data, only Lambda and SQS protocols allowed	arn:aws:sns:us-east-1:123901341784:NewNCEPURMAObject	us-east-1	SNS Topic	https://www.nco.ncep.noaa.gov/pmb/products/rtma/	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Hourly	Open Data. There are no restrictions on the use of this data.	aws-pds, agriculture, climate, meteorological, weather					
 NOAA S-102 Bathymetric Surface Data	NOAA S-102 Bathymetric Surface New Object Notification	arn:aws:sns:us-east-1:123901341784:NewS102Object	us-east-1	SNS Topic	https://noaa-s102-pds.s3.amazonaws.com/README.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Irregular, updated when new data is available.	Open Data. There are no restrictions on the use of this data.	aws-pds, bathymetry, marine navigation, hydrography, oceans, seafloor, water					
 NOAA S-102 Bathymetric Surface Data	NOAA S-102 Bathymetric Surface Datasets	arn:aws:s3:::noaa-s102-pds	us-east-1	S3 Bucket	https://noaa-s102-pds.s3.amazonaws.com/README.html	For any questions regarding data delivery or any general questions regarding the	[NOAA](http://www.noaa.gov/)	Irregular, updated when new data is available.	Open Data. There are no restrictions on the use of this data.	aws-pds, bathymetry, marine navigation, hydrography, oceans, seafloor, water	['[Browse Bucket](https://noaa-s102-pds.s3.amazonaws.com/index.html)']				
@@ -812,7 +812,7 @@ ONS Open Data Portal	Daily affluent natural energy per basin (PT-BR Energia Natu
 ONS Open Data Portal	Daily stored energy per subsystem (PT-BR Energia Armazenada (EAR) diário por sub	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-subsistema)']				
 ONS Open Data Portal	Daily stored energy per reservoir (PT-BR Energia Armazenada (EAR) diário por res	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-reservatorio)']				
 ONS Open Data Portal	Daily stored energy per equivalent energy reservoir (PT-BR Energia Armazenada (E	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-ree-reservatorio-equivalente-de-energia)']				
-ONS Open Data Portal	Daily stored energy per basin (PT-BR Energia Armazenada (EAR) diário por bacia)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-bacia)']				
+ONS Open Data Portal	Thermal generation due to dispatch (PT-BR Geração térmica por motivo de despacho	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/geracao-termica-despacho-2)']				
 ONS Open Data Portal	Daily affluent natural energy per subsystem (PT-BR Energia Natural Afluente (ENA	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/ena-diario-por-subsistema)']				
 ONS Open Data Portal	TEIFa (Equivalent Rate of Forced Unavailability) and TEIP (Scheduled Unavailabil	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/reservatorio)']				
 ONS Open Data Portal	Operation restriction data due to constrained-off of wind farms (PT-BR Dados de	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/restricao_coff_eolica_usi)']				
@@ -822,7 +822,7 @@ ONS Open Data Portal	Fluviometric data (PT-BR Dados de grandezas fluviométricas
 ONS Open Data Portal	Reservoir hydrological data (PT-BR Dados hidrológicos de reservatório)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/dados-hidrologicos-res)']				
 ONS Open Data Portal	Power plant availability data (PT-BR Dados de Disponibilidade de Usinas)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/disponibilidade_usina)']				
 ONS Open Data Portal	Hourly charge curve (PT-BR Curva de carga horária)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/curva-carga)']				
-ONS Open Data Portal	Thermal generation due to dispatch (PT-BR Geração térmica por motivo de despacho	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/geracao-termica-despacho-2)']				
+ONS Open Data Portal	Data of the relationship between power plant and group (PT-BR Dados do relaciona	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/usina_conjunto)']				
 ONS Open Data Portal	Data of the relationship between power plant and groups of small power plants (P	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/usina_pqu)']				
 ONS Open Data Portal	Turbinable spilled energy (PT-BR Energia vertida turbinável)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/energia-vertida-turbinavel)']				
 ONS Open Data Portal	Wind and solar generation capacity factor (PT-BR Fator de capacidade de geração	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/fator-capacidade-2)']				
@@ -843,7 +843,7 @@ ONS Open Data Portal	Import of energy in commercial mode per block (PT-BR Import
 ONS Open Data Portal	Generation per power plant on an hourly basis (PT-BR Geração por usina em base h	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/geracao-usina-2)']				
 ONS Open Data Portal	Reagents control equipment (PT-BR Equipamentos de controle de reativos)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/equipamento-controle-reativo)']				
 ONS Open Data Portal	Scheduled energy charge (PT-BR Carga de energia programda)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/carga-energia-programada)']				
-ONS Open Data Portal	Data of the relationship between power plant and group (PT-BR Dados do relaciona	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/usina_conjunto)']				
+ONS Open Data Portal	Daily stored energy per basin (PT-BR Energia Armazenada (EAR) diário por bacia)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/ear-diario-por-bacia)']				
 ONS Open Data Portal	Daily energy charge (PT-BR Carga de Energia Diária)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/carga-energia)']				
 ONS Open Data Portal	Basic network transformation capacity (PT-BR Capacidade de transformação da rede	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/capacidade-transformacao)']				
 ONS Open Data Portal	Installed generation capacity (PT-BR Capacidade instalada de geração)	arn:aws:s3:::ons-aws-prod-opendata	sa-east-1	S3 Bucket	https://dados.ons.org.br/dataset/	dadosabertos@ons.org.br	[ONS - National Electric System Operator](https://www.ons.org.br/)	diary	CC-BY 4.0	aws-pds, electricity, hydrography, energy	['[Browse Dataset](https://dados.ons.org.br/dataset/capacidade-geracao)']				
@@ -859,8 +859,8 @@ Open Bioinformatics Reference Data for Galaxy	The data is organized as versioned
 Open City Model (OCM)	Project data files	arn:aws:s3:::opencitymodel	us-east-1	S3 Bucket	https://github.com/opencitymodel/opencitymodel	https://github.com/opencitymodel/opencitymodel#contact	BuildZero	Quarterly	https://github.com/opencitymodel/opencitymodel#license	aws-pds, events, cities, geospatial					
 Open Food Facts Images	Open Food Facts image dataset	arn:aws:s3:::openfoodfacts-images	eu-west-3	S3 Bucket	https://openfoodfacts.github.io/openfoodfacts-server/api/aws-images-dataset	contact@openfoodfacts.org	[Open Food Facts](https://world.openfoodfacts.org)	Monthly	All data contained in this dataset is licenced under the [Creative Commons Attri	aws-pds, machine learning, image processing					
 Open NeuroData	Neuroglancer precomputed volumes in a public bucket	arn:aws:s3:::open-neurodata	us-east-1	S3 Bucket	https://neurodata.io/help/download/	support@neurodata.io	[NeuroData](https://neurodata.io/ocp)	The dataset may be updated with additional or corrected data on a need-to-update	ODC-By v1.0 unless otherwise specified	aws-pds, biology, image processing, neuroimaging, neuroscience, electron microscopy, life sciences, light-sheet microscopy, magnetic resonance imaging, array tomography					
-Open Observatory of Network Interference (OONI)	New S3 bucket with JSONL files	arn:aws:s3:::ooni-data-eu-fra	eu-central-1	S3 Bucket	https://ooni.org/data/	https://ooni.org/get-involved/	Open Observatory of Network Interference	Hourly	Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International https://	aws-pds, internet					
 Open Observatory of Network Interference (OONI)	Old S3 bucket with cans for older measurements	arn:aws:s3:::ooni-data	us-east-1	S3 Bucket	https://ooni.org/data/	https://ooni.org/get-involved/	Open Observatory of Network Interference	Hourly	Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International https://	aws-pds, internet					
+Open Observatory of Network Interference (OONI)	New S3 bucket with JSONL files	arn:aws:s3:::ooni-data-eu-fra	eu-central-1	S3 Bucket	https://ooni.org/data/	https://ooni.org/get-involved/	Open Observatory of Network Interference	Hourly	Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International https://	aws-pds, internet					
 Open VLF: Scientific Open Data Initiative for CRAAM's SAVNET and AWESOME VLF Data.	The Open VLF Files Total size of 736 GB	arn:aws:s3:::craam-files-bucket	sa-east-1	S3 Bucket	[Open VLF](https://open-vlf.web.app)	[Open VLF Feedback](https://open-vlf.web.app/markdown/the-project)	[CRAAM Mackenzie](https://www.mackenzie.br/centro-de-radio-astronomia-e-astrofis	Various. Data since 2006, and still updated. Follow the announcements and what i	There are no restrictions on the use of this data.	archives, astronomy, atmosphere, aws-pds, global, open source software, signal processing					
 Open-Meteo Weather API Database	Open-Meteo Weather API Database	arn:aws:s3:::openmeteo	us-west-2	S3 Bucket	https://github.com/open-meteo/open-data	info@open-meteo.com	[Open-Meteo](https://www.open-meteo.com/)	Hourly	CC-BY 4.0	aws-pds, agriculture, climate, earth observation, meteorological, weather	['[Browse Bucket](https://openmeteo.s3.amazonaws.com/index.html#data/)']				
 OpenAQ	OpenAQ API		us-east-1	CloudFront Distribution	https://openaq.org	info@openaq.org	[OpenAQ](https://openaq.org)	Hourly	Varies, depends on data provider	aws-pds, air quality, cities, environmental, geospatial					api.openaq.org
@@ -880,16 +880,16 @@ OpenSurfaces	OpenSurfaces data	arn:aws:s3:::labelmaterial	us-east-1	S3 Bucket	ht
 OpenUniverse 2024 Matched Rubin and Roman Simulations: Preview	The simulated Roman data products include truth files listing the basic physical	arn:aws:s3:::nasa-irsa-simulations/openuniverse2024/roman/	us-east-1	S3 Bucket	https://irsa.ipac.caltech.edu/data/theory/openuniverse2024	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The OpenUniverse 2024 Data Preview has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, simulations, survey		False		False	
 OpenUniverse 2024 Matched Rubin and Roman Simulations: Preview	The simulated Rubin data products include raw pixel data, calibrated exposures,	arn:aws:s3:::nasa-irsa-simulations/openuniverse2024/rubin/	us-east-1	S3 Bucket	https://irsa.ipac.caltech.edu/data/theory/openuniverse2024	https://irsa.ipac.caltech.edu/docs/help_desk.html	NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca	The OpenUniverse 2024 Data Preview has been finalized and will not be updated.	https://irsa.ipac.caltech.edu/data_use_terms.html	aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, simulations, survey		False		False	
 Opioid Industry Documents Archive (OIDA) Data on AWS	Raw data from the Opioid Industry Documents Archive (OIDA), including documents	arn:aws:s3:::opioid-industry-documents-archive-dataset-bucket	us-east-1	S3 Bucket	https://opioid-industry-documents-archive-dataset-bucket.s3.amazonaws.com/index.	opioidarchive@jh.edu	Johns Hopkins University	monthly	https://www.industrydocuments.ucsf.edu/opioids/help/copyright/	aws-pds, archives, text analysis, txt, pharmaceutical					
-Orcasound - bioacoustic data for marine conservation	Labeled audio data for ML model development	arn:aws:s3:::acoustic-sandbox	us-west-2	S3 Bucket	https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing					
 Orcasound - bioacoustic data for marine conservation	Live-streamed orca audio data (HLS)	arn:aws:s3:::streaming-orcasound-net	us-west-2	S3 Bucket	https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing					
 Orcasound - bioacoustic data for marine conservation	Archived lossless orca audio data (FLAC)	arn:aws:s3:::archive-orcasound-net	us-west-2	S3 Bucket	https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing					
+Orcasound - bioacoustic data for marine conservation	Labeled audio data for ML model development	arn:aws:s3:::acoustic-sandbox	us-west-2	S3 Bucket	https://github.com/orcasound/orcadata/wiki	info@orcasound.net	Orcasound	Typical latency is 10-120 seconds	https://creativecommons.org/licenses/by-nc-sa/4.0/	aws-pds, biodiversity, biology, coastal, conservation, deep learning, ecosystems, environmental, geospatial, labeled, machine learning, mapping, oceans, open source software, signal processing					
 Oregon Health & Science University Chronic Neutrophilic Leukemia Dataset	RNA-Seq Gene Expression Quantification	arn:aws:s3:::gdc-ohsu-cnl-phs001799-2-open	us-east-1	S3 Bucket	https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001799.v	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, cancer, genomic, life sciences					
-Overture Maps Foundation Open Map Data	Overture Maps Foundation Data (GeoParquet)	arn:aws:s3:::overturemaps-us-west-2/release/	us-west-2	S3 Bucket	Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.	info@overturemaps.org	[Overture Maps Foundation](https://overturemaps.org)	Monthly	Overture data is licensed under the Community Database License Agreement Permiss	aws-pds, geospatial, global, mapping, osm, parquet, transportation					
 Overture Maps Foundation Open Map Data	New File Notification	arn:aws:sns:us-west-2:913550007193:overturemaps-us-west-2	us-west-2	SNS Topic	Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.	info@overturemaps.org	[Overture Maps Foundation](https://overturemaps.org)	Monthly	Overture data is licensed under the Community Database License Agreement Permiss	aws-pds, geospatial, global, mapping, osm, parquet, transportation					
-Oxford Nanopore Technologies Benchmark Datasets	CpG dinucleotides frequently occur in high-density clusters called CpG islands (	arn:aws:s3:::ont-open-data/rrms_2022.07	eu-west-1	S3 Bucket	https://labs.epi2me.io/dataindex/	support@nanoporetech.com	Oxford Nanopore Technologies	Additional datasets will be added periodically. Updates and amendents will be ma	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo	aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing		False			
+Overture Maps Foundation Open Map Data	Overture Maps Foundation Data (GeoParquet)	arn:aws:s3:::overturemaps-us-west-2/release/	us-west-2	S3 Bucket	Documentation is available at [docs.overturemaps.org](https://docs.overturemaps.	info@overturemaps.org	[Overture Maps Foundation](https://overturemaps.org)	Monthly	Overture data is licensed under the Community Database License Agreement Permiss	aws-pds, geospatial, global, mapping, osm, parquet, transportation					
+Oxford Nanopore Technologies Benchmark Datasets	Using nanopore sequencing, researchers have directly identified DNA and RNA base	arn:aws:s3:::ont-open-data/gm24385_mod_2021.09/extra_analysis/bonito_remora	eu-west-1	S3 Bucket	https://labs.epi2me.io/dataindex/	support@nanoporetech.com	Oxford Nanopore Technologies	Additional datasets will be added periodically. Updates and amendents will be ma	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo	aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing		False			
 Oxford Nanopore Technologies Benchmark Datasets	Nanopore sequencing data of the Genome in a Bottle samples NA24385, NA24149, and	arn:aws:s3:::ont-open-data/giab_lsk114_2022.12	eu-west-1	S3 Bucket	https://labs.epi2me.io/dataindex/	support@nanoporetech.com	Oxford Nanopore Technologies	Additional datasets will be added periodically. Updates and amendents will be ma	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo	aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing		False			
 Oxford Nanopore Technologies Benchmark Datasets	Oxford Nanopore Open Datasets	arn:aws:s3:::ont-open-data	eu-west-1	S3 Bucket	https://labs.epi2me.io/dataindex/	support@nanoporetech.com	Oxford Nanopore Technologies	Additional datasets will be added periodically. Updates and amendents will be ma	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo	aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing		False			
-Oxford Nanopore Technologies Benchmark Datasets	Using nanopore sequencing, researchers have directly identified DNA and RNA base	arn:aws:s3:::ont-open-data/gm24385_mod_2021.09/extra_analysis/bonito_remora	eu-west-1	S3 Bucket	https://labs.epi2me.io/dataindex/	support@nanoporetech.com	Oxford Nanopore Technologies	Additional datasets will be added periodically. Updates and amendents will be ma	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo	aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing		False			
+Oxford Nanopore Technologies Benchmark Datasets	CpG dinucleotides frequently occur in high-density clusters called CpG islands (	arn:aws:s3:::ont-open-data/rrms_2022.07	eu-west-1	S3 Bucket	https://labs.epi2me.io/dataindex/	support@nanoporetech.com	Oxford Nanopore Technologies	Additional datasets will be added periodically. Updates and amendents will be ma	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) https://creativecommo	aws-pds, bioinformatics, biology, fastq, fast5, genomic, life sciences, Homo sapiens, whole genome sequencing		False			
 Ozone Monitoring Instrument (OMI) / Aura NO2 Tropospheric Column Density	S3 Bucket for OMI NO2 in Cloud-Optimized GeoTiff format	arn:aws:s3:::omi-no2-nasa	us-west-2	S3 Bucket	https://disc.gsfc.nasa.gov/datasets/OMNO2d_003/summary	binita.kc@nasa.gov	NASA	None	There are no restrictions on the use of these data.	aws-pds, earth observation, geospatial, satellite imagery, air quality, atmosphere, environmental					
 PALSAR-2 ScanSAR CARD4L (L2.2)	PALSAR-2 ScanSAR CARD4L	arn:aws:s3:::jaxaalos2/palsar2/L2.2/Africa/	us-west-2	S3 Bucket	https://www.eorc.jaxa.jp/ALOS/en/dataset/palsar2_l22_e.htm	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	Every month after 42 days observed	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, sustainability, disaster response, synthetic aperture radar, deafrica, stac, cog		False			
 PALSAR-2 ScanSAR Flooding in Rwanda (L2.1)	PALSAR-2 ScanSAR L11 & L22	arn:aws:s3:::jaxaalos2/palsar2-scansar/Rwanda/	us-west-2	S3 Bucket	https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	As available.	Data is available for free under the terms of use.	aws-pds, agriculture, cog, deafrica, disaster response, earth observation, geospatial, natural resource, satellite imagery, stac, sustainability, synthetic aperture radar		False			
@@ -897,20 +897,20 @@ PALSAR-2 ScanSAR Tropical Cycolne Mocha (L2.1)	PALSAR-2 ScanSAR L22	arn:aws:s3::
 PALSAR-2 ScanSAR Turkey & Syria Earthquake (L2.1 & L1.1)	PALSAR-2 ScanSAR L11 & L22	arn:aws:s3:::jaxaalos2/palsar2-scansar/Turkey-Syria-earthquake/	us-west-2	S3 Bucket	https://www.eorc.jaxa.jp/ALOS/en/dataset/alos_open_and_free_e.htm, https://www.e	aproject@jaxa.jp	[JAXA](https://www.jaxa.jp/)	As available.	Data is available for free under the [terms of use](https://earth.jaxa.jp/policy	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, sustainability, disaster response, synthetic aperture radar, deafrica, stac, cog		False			
 PASS: Perturb-and-Select Summarizer for Product Reviews	A collection of summaries generated by PASS for the FewSum Product Reviews datas	arn:aws:s3:::pass-summary-fewsum	us-east-1	S3 Bucket	https://pass-summary-fewsum.s3.amazonaws.com/README.md	noved@amazon.com	[Amazon](https://www.amazon.com/)	Not updated	This data is available for anyone to use under the terms of the CDLA-Sharing lic	amazon.science, natural language processing, text analysis	['[pass_generated_summaries.jsonl](https://pass-summary-fewsum.s3.amazonaws.com/pass_gen_summaries_fewsum_amazon_val_test.jsonl)']				
 PROJ datum grids	Horizontal and vertical adjustment datasets		us-east-1	CloudFront Distribution	https://github.com/OSGeo/proj-datumgrid-geotiff	proj@lists.osgeo.org	[PROJ](https://proj.org)	New grids are added when made available	Per file. Under an Open Source Definition compliant license. Consult the READMEs	aws-pds, geospatial, mapping					cdn.proj.org
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2019	arn:aws:s3:::pacific-sound-256khz-2019	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2015	arn:aws:s3:::pacific-sound-256khz-2015	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2016	arn:aws:s3:::pacific-sound-256khz-2016	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2017	arn:aws:s3:::pacific-sound-256khz-2017	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2018	arn:aws:s3:::pacific-sound-256khz-2018	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
 Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2020	arn:aws:s3:::pacific-sound-256khz-2020	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	machine learning models	arn:aws:s3:::pacific-sound-models	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2019	arn:aws:s3:::pacific-sound-256khz-2019	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
 Pacific Ocean Sound Recordings	decimated 2 kHz audio recordings	arn:aws:s3:::pacific-sound-2khz	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2024	arn:aws:s3:::pacific-sound-256khz-2024	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2022	arn:aws:s3:::pacific-sound-256khz-2022	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2021	arn:aws:s3:::pacific-sound-256khz-2021	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2025	arn:aws:s3:::pacific-sound-256khz-2025	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
 Pacific Ocean Sound Recordings	decimated 16 kHz audio recordings	arn:aws:s3:::pacific-sound-16khz	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	machine learning models	arn:aws:s3:::pacific-sound-models	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2017	arn:aws:s3:::pacific-sound-256khz-2017	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
 Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2023	arn:aws:s3:::pacific-sound-256khz-2023	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2025	arn:aws:s3:::pacific-sound-256khz-2025	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
-Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2018	arn:aws:s3:::pacific-sound-256khz-2018	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2022	arn:aws:s3:::pacific-sound-256khz-2022	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2016	arn:aws:s3:::pacific-sound-256khz-2016	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2021	arn:aws:s3:::pacific-sound-256khz-2021	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2024	arn:aws:s3:::pacific-sound-256khz-2024	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
+Pacific Ocean Sound Recordings	original 256 kHz audio recordings year 2015	arn:aws:s3:::pacific-sound-256khz-2015	us-west-2	S3 Bucket	https://docs.mbari.org/pacific-sound/	dcline@mbari.org	[Monterey Bay Aquarium Research Institute](https://www.mbari.org/)	daily	CC-BY 4.0	aws-pds, acoustics, biodiversity, ecosystems, biology, marine mammals, oceans, climate, coastal, deep learning, machine learning, environmental, open source software					
 Pan-STARRS PS1 Survey	PS1 DR1 and DR2 image files	arn:aws:s3:::stpubdata/ps1	us-east-1	S3 Bucket	https://outerspace.stsci.edu/display/PANSTARRS/	archive@stsci.edu	[Space Telescope Science Institute](http://www.stsci.edu/)	Never	STScI hereby grants the non-exclusive, royalty-free, non-transferable, worldwide	aws-pds, astronomy		False			
 Pancreatic Cancer Organoid Profiling	RNA-Seq Gene Expression Quantification	arn:aws:s3:::gdc-organoid-pancreatic-phs001611-2-open	us-east-1	S3 Bucket	https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001611.v	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, cancer, genetic, genomic, transcriptomics, whole genome sequencing, STRIDES					
 Pancreatic Cancer Organoid Profiling	WGS/WXS/RNA-Seq Aligned Reads, WXS Annotated Somatic Mutation, WXS Raw Somatic M	arn:aws:s3:::gdc-organoid-pancreatic-phs001611-2-controlled	us-east-1	S3 Bucket	https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001611.v	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, cancer, genetic, genomic, transcriptomics, whole genome sequencing, STRIDES			https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs001611.v1.p1		
@@ -918,25 +918,25 @@ PersonPath22	Source data	arn:aws:s3:::tracking-dataset-eccv-2022	us-east-2	S3 Bu
 Phrase Clustering Dataset (PCD)	Phsrase Clustering Dataset (PCD)	arn:aws:s3:::amazon-phrase-clustering	us-west-2	S3 Bucket	https://amazon-phrase-clustering.s3.amazonaws.com/readme.md	Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6	[Amazon](https://www.amazon.com/)	Not updated	This data is available for anyone to use under the terms of the CDLA-permissive 	amazon.science, natural language processing, json	['[phrase-clustering-dataset.json](https://amazon-phrase-clustering.s3.amazonaws.com/phrase-clustering-dataset.json)']				
 Physionet	https://s3amazonawscom/physionet-pds/indexhtml	arn:aws:s3:::physionet-pds	us-east-1	S3 Bucket	https://physionet.org/	contact@physionet.org	[MIT Laboratory for Computational Physiology](https://lcp.mit.edu/)	Not updated	PhysioBank databases are made available under the ODC Public Domain Dedication a	aws-pds, biology, life sciences					
 Pohang Canal Dataset: A Multimodal Maritime Dataset for Autonomous Navigation in Restricted Waters	Pohang Canal dataset	arn:aws:s3:::pohang-canal-dataset	us-west-2	S3 Bucket	https://sites.google.com/view/pohang-canal-dataset/home	morin-lab@kaist.ac.kr	[MORIN](http://morin.kaist.ac.kr)	Not updated	[CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/)	aws-pds, autonomous vehicles, marine navigation, robotics, computer vision, lidar					
+PoroTomo	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format	arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASH/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASH%2F)']				
+PoroTomo	PoroTomo Nodal Seismometer Field Notes and Metadata	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_metadata/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_metadata%2F)']				
+PoroTomo	PoroTomo Nodal Seismometer Sweep Data	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac_sweep/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac_sweep%2F)']				
 PoroTomo	PoroTomo Nodal Seismometer Continuous Data	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac%2F)']				
-PoroTomo	PoroTomo Datasets	arn:aws:s3:::nrel-pds-porotomo/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo)']				
 PoroTomo	HSDS PoroTomo domains	arn:aws:s3:::nrel-pds-hsds/nrel/porotomo/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2Fporotomo%2F)']				
+PoroTomo	PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format	arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASV/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASV%2F)']				
+PoroTomo	PoroTomo Datasets	arn:aws:s3:::nrel-pds-porotomo/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo)']				
 PoroTomo	PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in SEG-Y format	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASV/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASV%2F)']				
-PoroTomo	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2F)']				
-PoroTomo	PoroTomo Nodal Seismometer Field Notes and Metadata	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_metadata/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_metadata%2F)']				
-PoroTomo	PoroTomo Nodal Seismometer Sweep Data	arn:aws:s3:::nrel-pds-porotomo/Nodal/nodal_sac_sweep/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=Nodal%2Fnodal_sac_sweep%2F)']				
-PoroTomo	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in HDF5 format	arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASH/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASH%2F)']				
 PoroTomo	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data Resampled in Time M	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/Resampled/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2FResampled%2F)']				
-PoroTomo	PoroTomo Vertical Distributed Acoustic Sensing (DASV) Data in HDF5 format	arn:aws:s3:::nrel-pds-porotomo/DAS/H5/DASV/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FH5%2FDASV%2F)']				
+PoroTomo	PoroTomo Horizontal Distributed Acoustic Sensing (DASH) Data in SEG-Y format	arn:aws:s3:::nrel-pds-porotomo/DAS/SEG-Y/DASH/	us-west-2	S3 Bucket	https://github.com/openEDI/documentation/blob/master/PoroTomo/PoroTomo.md	Thomas Coleman (thomas.coleman@silixa.com)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	As needed	Creative Commons Attribution 3.0 United States License	aws-pds, geothermal, seismology, image processing, geospatial	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-porotomo&prefix=DAS%2FSEG-Y%2FDASH%2F)']				
 Pre- and post-purchase product questions	S3 bucket with dataset	arn:aws:s3:::pre-post-purchase-questions	us-east-1	S3 Bucket	https://pre-post-purchase-questions.s3.amazonaws.com/README.txt	litalku@amazon.com	[Amazon](https://www.amazon.com/)	Not currently being updated	[Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0)	amazon.science, natural language processing, machine learning	['[PrePostQuestions.csv](https://pre-post-purchase-questions.s3.amazonaws.com/PrePostQuestions.csv)']				
-Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud	São Paulo city's 3D LiDAR - LAZ Files	arn:aws:s3:::laz-m3dc-pmsp	sa-east-1	S3 Bucket	https://github.com/geoinfo-smdu/M3DC	geosampa@prefeitura.sp.gov.br	[GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp	Local survey executed by demand generates new data as local point clouds.	[GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html)	cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds					
 Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud	São Paulo city's 3D LiDAR - Entwine Point Tiles	arn:aws:s3:::ept-m3dc-pmsp	sa-east-1	S3 Bucket	https://github.com/geoinfo-smdu/M3DC	geosampa@prefeitura.sp.gov.br	[GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp	Local survey executed by demand generates new data as local point clouds.	[GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html)	cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds					
+Prefeitura Municipal de São Paulo (PMSP) LiDAR Point Cloud	São Paulo city's 3D LiDAR - LAZ Files	arn:aws:s3:::laz-m3dc-pmsp	sa-east-1	S3 Bucket	https://github.com/geoinfo-smdu/M3DC	geosampa@prefeitura.sp.gov.br	[GeoSampa - o mapa digital da cidade de São Paulo](http://geosampa.prefeitura.sp	Local survey executed by demand generates new data as local point clouds.	[GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.html)	cities, land, lidar, urban, geospatial, elevation, mapping, aws-pds					
 Product Comparison Dataset for Online Shopping	Product Comparison Dataset for Online Shopping	arn:aws:s3:::prod-comp-shopping-dataset	us-west-2	S3 Bucket	https://prod-comp-shopping-dataset.s3.us-west-2.amazonaws.com/README.md	Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6	[Amazon](https://www.amazon.com/)	None	[CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)	product comparison, online shopping, amazon.science, natural language processing, machine learning	['[final_prodcomp_dataset_cleaned.tsv](https://prod-comp-shopping-dataset.s3.us-west-2.amazonaws.com/final_prodcomp_dataset_cleaned.tsv)']				
 Protein Data Bank 3D Structural Biology Data	Historical snapshots of archival datasets from 2005 onwards Snapshots are gener	arn:aws:s3:::pdbsnapshots	us-west-2	S3 Bucket	https://www.wwpdb.org/documentation/file-format	https://www.wwpdb.org/about/contact	[Worldwide Protein Data Bank Partnership](wwpdb.org)	New and updated data files are published weekly and released on Wednesdays 0:00 	https://creativecommons.org/publicdomain/zero/1.0/	aws-pds, amino acid, archives, bioinformatics, biomolecular modeling, cell biology, chemical biology, COVID-19, electron microscopy, electron tomography, enzyme, life sciences, molecule, nuclear magnetic resonance, pharmaceutical, protein, protein template, SARS-CoV-2, structural biology, x-ray crystallography	['[Browse Bucket](https://pdbsnapshots.s3.us-west-2.amazonaws.com/index.html)']				
 Protein Data Bank 3D Structural Biology Data	Globally cached distribution of the dataset Web frontend also available to brow		us-west-2	CloudFront Distribution	https://www.wwpdb.org/documentation/file-format	https://www.wwpdb.org/about/contact	[Worldwide Protein Data Bank Partnership](wwpdb.org)	New and updated data files are published weekly and released on Wednesdays 0:00 	https://creativecommons.org/publicdomain/zero/1.0/	aws-pds, amino acid, archives, bioinformatics, biomolecular modeling, cell biology, chemical biology, COVID-19, electron microscopy, electron tomography, enzyme, life sciences, molecule, nuclear magnetic resonance, pharmaceutical, protein, protein template, SARS-CoV-2, structural biology, x-ray crystallography	['[Browse Dataset](https://s3.rcsb.org)']				
 Provision of Web-Scale Parallel Corpora for Official European Languages (ParaCrawl)	Parallel Corpora to/from English for all official EU languages	arn:aws:s3:::web-language-models	us-east-1	S3 Bucket	https://paracrawl.eu/releases.html	For questions regarding the datasets contact Kenneth Heafield, email kheafiel@in	[ParaCrawl](https://paracrawl.eu)	New data is added according to ParaCrawl release schedule.	"Creative Commons CC0 license (""no rights reserved"")."	aws-pds, machine translation, natural language processing					
-PubSeq - Public Sequence Resource	Pubseq output data (Arvados Keep)	arn:aws:s3:::pubseq-output-data	us-east-2	S3 Bucket	https://covid19.genenetwork.org/about	https://covid19.genenetwork.org/contact	[UTHSC GeneNetwork](https://covid19.genenetwork.org/)	Rolling dataset.	Creative Commons Attribution 4.0 International (CC BY 4.0) unless otherwise spec	aws-pds, bam, bioinformatics, biology, coronavirus, COVID-19, fasta, fastq, fast5, genetic, genomic, health, json, life sciences, long read sequencing, open source software, MERS, metadata, medicine, RDF, SARS, SARS-CoV-2, SPARQL	['[Arvados download](https://covid19.genenetwork.org/download)']				
 PubSeq - Public Sequence Resource	PubSeq submitted datasets (FASTA and JSON metadata)	arn:aws:s3:::pubseq-datasets	us-east-2	S3 Bucket	https://covid19.genenetwork.org/about	https://covid19.genenetwork.org/contact	[UTHSC GeneNetwork](https://covid19.genenetwork.org/)	Rolling dataset.	Creative Commons Attribution 4.0 International (CC BY 4.0) unless otherwise spec	aws-pds, bam, bioinformatics, biology, coronavirus, COVID-19, fasta, fastq, fast5, genetic, genomic, health, json, life sciences, long read sequencing, open source software, MERS, metadata, medicine, RDF, SARS, SARS-CoV-2, SPARQL	['[Browse Bucket](https://pubseq-datasets.s3.amazonaws.com/)']				
+PubSeq - Public Sequence Resource	Pubseq output data (Arvados Keep)	arn:aws:s3:::pubseq-output-data	us-east-2	S3 Bucket	https://covid19.genenetwork.org/about	https://covid19.genenetwork.org/contact	[UTHSC GeneNetwork](https://covid19.genenetwork.org/)	Rolling dataset.	Creative Commons Attribution 4.0 International (CC BY 4.0) unless otherwise spec	aws-pds, bam, bioinformatics, biology, coronavirus, COVID-19, fasta, fastq, fast5, genetic, genomic, health, json, life sciences, long read sequencing, open source software, MERS, metadata, medicine, RDF, SARS, SARS-CoV-2, SPARQL	['[Arvados download](https://covid19.genenetwork.org/download)']				
 Public Utility Data Liberation Project	All PUDL data outputs	arn:aws:s3:::pudl.catalyst.coop	us-west-2	S3 Bucket	You can download the [data directly](https://catalystcoop-pudl.readthedocs.io/en	For general questions or feedback about the data, create an GitHub issue or disc	[Catalyst Cooperative](https://catalyst.coop/)	The federal agencies that publish the raw data PUDL processes release new data, 	The PUDL data and documentation are published under the [Creative Commons Attrib	aws-pds, climate, climate model, energy, environmental, government records, infrastructure, open source software, electricity, energy modeling, utilities					
 PyEnvs and CallArgs	PyEnvs	arn:aws:s3:::pyenvs-and-callargs/pyenvs/	us-west-2	S3 Bucket	https://github.com/amazon-research/function-call-argument-completion	Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6	Amazon	None Planned	Please note that while we are providing this aggregation of code snippets unlice	machine learning, code completion					
 PyEnvs and CallArgs	CallArgs	arn:aws:s3:::pyenvs-and-callargs/callargs/	us-west-2	S3 Bucket	https://github.com/amazon-research/function-call-argument-completion	Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6	Amazon	None Planned	Please note that while we are providing this aggregation of code snippets unlice	machine learning, code completion					
@@ -946,22 +946,27 @@ RACECAR Dataset	The RACECAR dataset is the first open dataset for full-scale and
 RADARSAT-1	Cloud Optimized GeoTIFF (COG) images	arn:aws:s3:::radarsat-r1-l1-cog	ca-central-1	S3 Bucket	https://www.asc-csa.gc.ca/eng/satellites/radarsat1/what-is-radarsat1.asp	https://www.eodms-sgdot.nrcan-rncan.gc.ca	[Natural Resources Canada](https://nrcan.gc.ca/)	Products are added on an adhoc basis driven by prioritized foreign repatriation 	[Open Government License (OGL)](https://open.canada.ca/en/open-government-licenc	earth observation, global, aws-pds, ice, agriculture, disaster response, satellite imagery, geospatial, cog, synthetic aperture radar					
 RAPID NRT Flood Maps	RAPID archive flood maps	arn:aws:s3:::rapid-nrt-flood-maps	us-west-2	S3 Bucket	https://github.com/QingYang6/RAPID-NRT-flood-maps-on-AWS/blob/master/README.md	xinyi.shen@uconn.edu; qing.yang6@hotmail.com	University of Connecticut; Guangxi University	NRT data will be update as soon as SAR images available and done processed.	Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International	aws-pds, agriculture, earth observation, water, environmental, disaster response	['[Browse Bucket](https://rapid-nrt-flood-maps.s3.amazonaws.com/index.html)']				
 RCM CEOS Analysis Ready Data | Données prêtes à l'analyse du CEOS pour le MCR	RCM CEOS Analysis Ready Data Données prêtes à l'analyse (DPA) du CEOS pour le M	arn:aws:s3:::rcm-ceos-ard	ca-central-1	S3 Bucket	https://www.asc-csa.gc.ca/eng/satellites/radarsat/	eodms-sgdot@nrcan-rncan.gc.ca	[Natural Resources Canada](https://www.nrcan.gc.ca/)	The initial dataset will be Canada-wide, 30M Compact-Polarization standard cover	RCM image products are available free of charge, to the broadest extent possible	aws-pds, agriculture, earth observation, satellite imagery, geospatial, sustainability, disaster response, synthetic aperture radar, stac	['[EODMS STAC for RCM CEOS ARD](https://www.eodms-sgdot.nrcan-rncan.gc.ca/stac/collections/rcm-ard/items/)']				
-REDASA COVID-19 Open Data	An S3 bucket that contains the final curation data in GroundTruth format	arn:aws:s3:::pansurg-curation-final-curations-open-data	eu-west-2	S3 Bucket	https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md	redasa-open-data@imperial.ac.uk	REDASA Consortium, Imperial College London, UK	Yearly updates	CC-BY-4.0	aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis					
 REDASA COVID-19 Open Data	For all the questions curated during the REDASA project, we created a Kendra ind	arn:aws:s3:::pansurg-curation-workflo-kendraqueryresults50d0eb-open-data	eu-west-2	S3 Bucket	https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md	redasa-open-data@imperial.ac.uk	REDASA Consortium, Imperial College London, UK	Yearly updates	CC-BY-4.0	aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis					
+REDASA COVID-19 Open Data	An S3 bucket that contains the final curation data in GroundTruth format	arn:aws:s3:::pansurg-curation-final-curations-open-data	eu-west-2	S3 Bucket	https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md	redasa-open-data@imperial.ac.uk	REDASA Consortium, Imperial College London, UK	Yearly updates	CC-BY-4.0	aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis					
 REDASA COVID-19 Open Data	This is the raw data repository containing a common crawl of CORD-19 papers and	arn:aws:s3:::pansurg-curation-raw-open-data	eu-west-2	S3 Bucket	https://github.com/PanSurg/redasa-sample-data/blob/master/open-data.md	redasa-open-data@imperial.ac.uk	REDASA Consortium, Imperial College London, UK	Yearly updates	CC-BY-4.0	aws-pds, COVID-19, coronavirus, life sciences, information retrieval, natural language processing, text analysis					
+RSNA Abdominal Trauma Detection (RSNA-ABT)	Zip archive containing DCM and CSV files	arn:aws:s3:::abdominal-trauma-detection	us-west-2	S3 Bucket	https://github.com/RSNA/AI-Challenge-Data/wiki/RSNA-Abdominal-Trauma-Detection	informatics@rsna.org	Radiological Society of North America (https://www.rsna.org/)	The dataset may be updated with additional or corrected data on a need-to-update	You may access and use these de-identified imaging datasets and annotations (“th	aws-pds, radiology, medical imaging, medical image computing, machine learning, computer vision, csv, labeled, computed tomography, x-ray tomography			https://mira.rsna.org/dataset/5		
+RSNA Cervical Spine Fracture Detection (RSNA-CSF) Dataset	Zip archive containing DCM and CSV files	arn:aws:s3:::cervical-spine-fracture	us-west-2	S3 Bucket	https://github.com/RSNA/AI-Challenge-Data/wiki/RSNA-Cervical-Spine-Fracture-Dete	informatics@rsna.org	[Radiological Society of North America](https://www.rsna.org/)	The dataset may be updated with additional or corrected data on a need-to-update	You may access and use these de-identified imaging datasets and annotations (“th	aws-pds, radiology, medical imaging, medical image computing, machine learning, computer vision, csv, labeled, computed tomography, x-ray tomography			https://mira.rsna.org/dataset/4		
+RSNA Intracranial Hemorrhage Detection	Zip archive containing DCM and CSV files	arn:aws:s3:::intracranial-hemorrhage	us-west-2	S3 Bucket	https://github.com/RSNA/AI-Challenge-Data	informatics@rsna.org	Radiological Society of North America (https://www.rsna.org/)	The dataset may be updated with additional or corrected data on a need-to-update	You may access and use these de-identified imaging datasets and annotations (“th	aws-pds, radiology, medical imaging, medical image computing, machine learning, computer vision, csv, labeled, computed tomography, x-ray tomography			https://mira.rsna.org/dataset/2		
+RSNA Pulmonary Embolism Detection	Zip archive containing DCM and CSV files	arn:aws:s3:::pulmonary-embolism-detection	us-west-2	S3 Bucket	https://github.com/RSNA/AI-Challenge-Data	informatics@rsna.org	[Radiological Society of North America (https://www.rsna.org/)	The dataset may be updated with additional or corrected data on a need-to-update	You may access and use these de-identified imaging datasets and annotations (“th	aws-pds, radiology, medical imaging, medical image computing, machine learning, computer vision, csv, labeled, computed tomography, x-ray tomography			https://mira.rsna.org/dataset/1		
+RSNA Screening Mammography Breast Cancer Detection (RSNA-SMBC) Dataset	Zip archive containing DCM and CSV files	arn:aws:s3:::screening-mammography-breast	us-west-2	S3 Bucket	https://github.com/RSNA/AI-Challenge-Data/wiki/RSNA-Screening-Mammography-Breast	informatics@rsna.org	Radiological Society of North America (https://www.rsna.org/)	The dataset may be updated with additional or corrected data on a need-to-update	You may access and use these de-identified imaging datasets and annotations (“th	aws-pds, radiology, medical imaging, medical image computing, machine learning, computer vision, csv, labeled, mammography, breast cancer, cancer			https://mira.rsna.org/dataset/3		
 Radiant MLHub	Radiant MLHub Training Data	arn:aws:s3:::radiant-mlhub	us-west-2	S3 Bucket	http://docs.mlhub.earth/	support@radiant.earth	[Radiant Earth Foundation](https://www.radiant.earth/)	New training data catalogs are added on a rolling basis	Access to Radiant MLHub data is free for everyone. Each dataset has its own lice	aws-pds, labeled, machine learning, geospatial, earth observation, satellite imagery, environmental, cog, stac					
 RarePlanes	Real and synthetic satellite imagery, annotations, and metadata	arn:aws:s3:::rareplanes-public	us-west-2	S3 Bucket	www.cosmiqworks.org/RarePlanes	jss5102@gmail.com and avanetten@iqt.org	In-Q-Tel - CosmiQ Works	None Planned	[CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)	computer vision, deep learning, earth observation, geospatial, machine learning, satellite imagery, aws-pds, labeled					
 Reasoning Over Paragraph Effects in Situations (ROPES)	Project data files in a public bucket	arn:aws:s3:::ai2-public-datasets	us-west-2	S3 Bucket	https://allenai.org/data/ropes	info@allenai.org	[Allen Institute for AI](https://allenai.org)	Not updated	[CC BY](https://creativecommons.org/licenses/by/4.0)	aws-pds, machine learning, natural language processing, json					
-Reference Elevation Model of Antarctica (REMA)	REMA DEM Mosaics	arn:aws:s3:::pgc-opendata-dems/rema/mosaics/	us-west-2	S3 Bucket	https://www.pgc.umn.edu/data/rema/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac	['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/mosaics.json)']				
 Reference Elevation Model of Antarctica (REMA)	REMA DEM Strips	arn:aws:s3:::pgc-opendata-dems/rema/strips/	us-west-2	S3 Bucket	https://www.pgc.umn.edu/data/rema/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac	['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/strips.json)']				
+Reference Elevation Model of Antarctica (REMA)	REMA DEM Mosaics	arn:aws:s3:::pgc-opendata-dems/rema/mosaics/	us-west-2	S3 Bucket	https://www.pgc.umn.edu/data/rema/	pgc-support@umn.edu	[Polar Geospatial Center](https://www.pgc.umn.edu/)	New DEM strips are added twice yearly.  Mosaic products are added as soon as the	[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom	aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac	['[Browse STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/rema/mosaics.json)']				
 Reference data for HiFi human WGS	HiFi Human WGS Reference data	arn:aws:s3:::pacbio-hifi-human-wgs-reference	us-west-2	S3 Bucket	https://zenodo.org/records/8415406	dl_it-awsopendata@pacificbiosciences.com	[Pacific Biosciences of California, Inc](https://www.pacb.com/)	Files are updated to reflect the support for the lastest version of[PacBio WGS V	[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)	aws-pds, health, life sciences, Homo sapiens, long read sequencing, genetic, mapping, whole genome sequencing, vcf, variant annotation					
 Refgenie reference genome assets	Refgenie S3 Bucket	arn:aws:s3:::awspds.refgenie.databio.org	us-east-1	S3 Bucket	http://refgenie.databio.org	https://github.com/databio/refgenie/issues	Sheffield lab at the University of Virginia	As new data becomes available (roughly quarterly)	Public domain	aws-pds, biology, bioinformatics, genetic, genomic, infrastructure, life sciences, single-cell transcriptomics, transcriptomics, whole genome sequencing					
-Registry of Open Data on AWS	Registry of Open Data on AWS	arn:aws:s3:::registry.opendata.aws/roda/ndjson/	us-east-1	S3 Bucket	https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-regi	opendata@amazon.com	[Amazon Web Services](https://aws.amazon.com/)	Automatically when new datasets are added	[Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0)	amazon.science, json, metadata					
 Registry of Open Data on AWS	SNS topic for object create events	arn:aws:sns:us-east-1:652627389412:roda-object_created	us-east-1	SNS Topic	https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-regi	opendata@amazon.com	[Amazon Web Services](https://aws.amazon.com/)	Automatically when new datasets are added	[Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0)	amazon.science, json, metadata					
-SILAM Air Quality	Notifications for new zarr surface data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-zarr	eu-west-1	SNS Topic	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological					
+Registry of Open Data on AWS	Registry of Open Data on AWS	arn:aws:s3:::registry.opendata.aws/roda/ndjson/	us-east-1	S3 Bucket	https://github.com/awslabs/open-data-registry#how-are-datasets-added-to-the-regi	opendata@amazon.com	[Amazon Web Services](https://aws.amazon.com/)	Automatically when new datasets are added	[Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0)	amazon.science, json, metadata					
 SILAM Air Quality	Notifications for new netcdf surface data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-netcdf	eu-west-1	SNS Topic	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological					
 SILAM Air Quality	Surface Zarr files	arn:aws:s3:::fmi-opendata-silam-surface-zarr	eu-west-1	S3 Bucket	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological	['[Browse Bucket](https://fmi-opendata-silam-surface-zarr.s3.amazonaws.com/index.html)']				
 SILAM Air Quality	Surface NetCDF files	arn:aws:s3:::fmi-opendata-silam-surface-netcdf	eu-west-1	S3 Bucket	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological	['[Browse Bucket](https://fmi-opendata-silam-surface-netcdf.s3.amazonaws.com/index.html)']				
+SILAM Air Quality	Notifications for new zarr surface data	arn:aws:sns:eu-west-1:916174725480:new-fmi-opendata-silam-surface-zarr	eu-west-1	SNS Topic	http://en.ilmatieteenlaitos.fi/open-data-on-aws-s3	avoin-data@fmi.fi	[Finnish Meteorological Institute](https://www.ilmatieteenlaitos.fi/)	1 time a day	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, earth observation, climate, weather, air quality, meteorological					
 SILO climate data on AWS	SILO open data	arn:aws:s3:::silo-open-data	ap-southeast-2	S3 Bucket	https://www.longpaddock.qld.gov.au/silo/gridded-data	https://www.longpaddock.qld.gov.au/silo/contact-us	Queensland Government	Daily	SILO datasets are constructed by the [Queensland Government](http://www.qld.gov.	aws-pds, agriculture, climate, earth observation, environmental, meteorological, model, sustainability, water, weather					
 SISSA daily forecast retrospective database	CRC-SAS/SISSA Retrospective Daily forecast database	arn:aws:s3:::sissa-forecast-database	us-west-2	S3 Bucket	General information, tutorials and examples, contact us atl sissa-aws@smn.gob.ar	For any questions regarding the data set or any general questions, you can conta	[SISSA](https://sissa.crc-sas.org/)	Static database from 2000-2019 without correction and 2010-2019 with correction.	[Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org	aws-pds, earth observation, natural resource, weather, forecast, meteorological, agriculture, hydrology	['[Browse Bucket](https://s3-us-west-2.amazonaws.com/sissa-forecast-database/index.html)']				
 SMN Hi-Res Weather Forecast over Argentina	WRF SMN data	arn:aws:s3:::smn-ar-wrf	us-west-2	S3 Bucket	General information, tutorials and examples:[https://odp-aws-smn.github.io/docum	For any questions regarding the data set or any general questions, you can conta	[SMN](http://www.smn.gov.ar/)	New data is added as soon as it's available. Two forecast cycles a day initializ	[Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org	aws-pds, earth observation, natural resource, weather, meteorological	['[Browse Bucket](https://smn-ar-wrf.s3.amazonaws.com/index.html)']				
@@ -973,30 +978,30 @@ Safecast	New air and radiation measurement payloads	arn:aws:sns:us-west-2:985752
 Scottish Public Sector LiDAR Dataset	LiDAR data (DSM, DTM and Laz)	arn:aws:s3:::srsp-open-data	eu-west-2	S3 Bucket	https://remotesensingdata.gov.scot/data#/list	https://remotesensingdata.gov.scot/feedback or email Scottish Government on gi-s	[Joint Nature Conservation Committee](https://jncc.gov.uk/)	New datasets have historically been added every 2-3 years but there is no guaran	All data is made available under the [Open Government Licence v3](http://www.nat	lidar, cities, coastal, environmental, urban, elevation, cog, aws-pds					
 Sea Around Us Global Fisheries Catch Data	Global Fisheries Catch Data	arn:aws:s3:::fisheries-catch-data	us-west-2	S3 Bucket	https://www.seaaroundus.org/ubc-cic-sea-around-us-project-collaboration/	https://www.seaaroundus.org/feedback/	[Sea Around Us](https://www.seaaroundus.org/)	The full dataset is computed only once or twice a year or when there is a signif	This data is available for anyone to use under the [Sea Around Us Terms of Use](	aws-pds, fisheries, ecosystems, biodiversity, marine					
 Sea Surface Temperature Daily Analysis: European Space Agency Climate Change Initiative product version 2.1	Global daily-mean sea surface temperatures from 1981 onwards, in Zarr format Th	arn:aws:s3:::surftemp-sst	us-west-2	S3 Bucket	https://surftemp.github.io/sst-data-tutorials/	https://www.reading.ac.uk/met/	[University of Reading, Department of Meteorology](https://www.reading.ac.uk/met	yearly	Creative Commons Licence by attribution (https://creativecommons.org/licenses/by	aws-pds, earth observation, oceans, climate, environmental, global, geospatial					
-Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)	Spatial transcriptomics data files in a public bucket	arn:aws:s3:::sea-ad-spatial-transcriptomics	us-west-2	S3 Bucket	https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime	awspublicdataset@alleninstitute.org	[Allen Institute](http://www.alleninstitute.org/)	Annually	https://alleninstitute.org/legal/terms-use/	aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics	['[Browse Bucket](https://sea-ad-spatial-transcriptomics.s3.amazonaws.com/index.html)']				
 Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)	Quantitative neuropathology (full resolution images, processed images, and quant	arn:aws:s3:::sea-ad-quantitative-neuropathology	us-west-2	S3 Bucket	https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime	awspublicdataset@alleninstitute.org	[Allen Institute](http://www.alleninstitute.org/)	Annually	https://alleninstitute.org/legal/terms-use/	aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics	['[Browse Bucket](https://sea-ad-quantitative-neuropathology.s3.amazonaws.com/index.html)']				
 Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)	Single cell profiling (transcriptomics and epigenomics) data files in a public b	arn:aws:s3:::sea-ad-single-cell-profiling	us-west-2	S3 Bucket	https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime	awspublicdataset@alleninstitute.org	[Allen Institute](http://www.alleninstitute.org/)	Annually	https://alleninstitute.org/legal/terms-use/	aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics	['[Browse Bucket](https://sea-ad-single-cell-profiling.s3.amazonaws.com/index.html)']				
+Seattle Alzheimer's Disease Brain Cell Atlas (SEA-AD)	Spatial transcriptomics data files in a public bucket	arn:aws:s3:::sea-ad-spatial-transcriptomics	us-west-2	S3 Bucket	https://portal.brain-map.org/explore/seattle-alzheimers-disease/seattle-alzheime	awspublicdataset@alleninstitute.org	[Allen Institute](http://www.alleninstitute.org/)	Annually	https://alleninstitute.org/legal/terms-use/	aws-pds, biology, cell biology, cell imaging, epigenomics, gene expression, histopathology, Homo sapiens, imaging, medicine, microscopy, neurobiology, neuroscience, single-cell transcriptomics, transcriptomics	['[Browse Bucket](https://sea-ad-spatial-transcriptomics.s3.amazonaws.com/index.html)']				
 Sentinel Near Real-time Canada Mirror | Miroir Sentinel temps quasi réel du Canada	Sentinel data over Canada | Données sentinelles au Canada	arn:aws:s3:::sentinel-products-ca-mirror	ca-central-1	S3 Bucket	https://sentinel.esa.int/web/sentinel/home	eodms-sgdot@nrcan-rncan.gc.ca	[Natural Resources Canada](https://www.nrcan.gc.ca/)	Sentinel-1 is an NRT dataset retrieved from ESA within 90 minutes of satellite d	The access and use of Copernicus Sentinel data is available on a free, full and 	aws-pds, agriculture, earth observation, satellite imagery, geospatial, sustainability, disaster response, synthetic aperture radar, stac	['[EODMS STAC for Sentinel products](https://www.eodms-sgdot.nrcan-rncan.gc.ca/stac/)']				
+Sentinel-1	SNS topic for notification of new scenes, can subscribe with Lambda	arn:aws:sns:eu-central-1:214830741341:SentinelS1L1C	eu-central-1	SNS Topic	https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar					
 Sentinel-1	S3 Inventory files for L1C  and CSV	arn:aws:s3:::sentinel-inventory/	eu-central-1	S3 Bucket	https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar					
 Sentinel-1	GRD in a Requester Pays S3 bucket	arn:aws:s3:::sentinel-s1-l1c	eu-central-1	S3 Bucket	https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar	['[STAC V1.0.0 endpoint](https://sentinel-s1-l1c-stac.s3.amazonaws.com/)']	True			
-Sentinel-1	SNS topic for notification of new scenes, can subscribe with Lambda	arn:aws:sns:eu-central-1:214830741341:SentinelS1L1C	eu-central-1	SNS Topic	https://roda.sentinel-hub.com/sentinel-s1-l1c/GRD/readme.html	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, disaster response, cog, synthetic aperture radar					
 Sentinel-1 SLC dataset for Germany	Public access to Sentinel-1 SLC IW scenes over Germany	arn:aws:s3:::sentinel1-slc	eu-west-1	S3 Bucket	https://github.com/live-eo/sentinel1-slc/	For any enquires regarding the dataset, please email OpenData at Live-EO opendat	[LiveEO](https://live-eo.com/)	New Sentinel1-SLC IW data are updated regularly in an interval of 6 days, after 	The data usage will inherit and fully comply with the free and open data policy 	aws-pds, disaster response, satellite imagery, geospatial, sustainability, earth observation, environmental, synthetic aperture radar					
 Sentinel-1 SLC dataset for South and Southeast Asia, Taiwan, Korea and Japan	Public access to Sentinel-1 SLC IW scenes over South and Southeast Asia, Taiwan	arn:aws:s3:::sentinel1-slc-seasia-pds	ap-southeast-1	S3 Bucket	https://github.com/earthobservatory/sentinel1-opds/	For any enquires regarding data delivery, please email ehill@ntu.edu.sg and stch	[Earth Observatory of Singapore, Nanyang Technological University](https://earth	S1 SLC data for the region of interest will be updated regularly, as it becomes 	The data usage will inherit and fully comply with the free and open data policy 	aws-pds, disaster response, satellite imagery, geospatial, earth observation, environmental, synthetic aperture radar					
-Sentinel-2	Level 1C scenes and metadata, in Requester Pays S3 bucket	arn:aws:s3:::sentinel-s2-l1c	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	['[Earth Search STAC L1C Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[Earth Search STAC Browser L1C Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[STAC V1.0.0 endpoint](https://sentinel-s2-l1c-stac.s3.amazonaws.com/)', '[Earth Viewer by Element 84](https://viewer.aws.element84.com/)']	True			
-Sentinel-2	New scene notifications for L2A, can subscribe with Lambda	arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A	eu-central-1	SNS Topic	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
-Sentinel-2	New scene notifications for L1C, can subscribe with Lambda	arn:aws:sns:eu-west-1:214830741341:NewSentinel2Product	eu-west-1	SNS Topic	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
+Sentinel-2	S3 Inventory files for L2A  and CSV	arn:aws:s3:::sentinel-inventory/sentinel-s2-l2a	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
+Sentinel-2	Level 2A scenes and metadata, in Requester Pays S3 bucket	arn:aws:s3:::sentinel-s2-l2a	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	['[STAC V1.0.0 endpoint](https://sentinel-s2-l2a-stac.s3.amazonaws.com/)']	True			
 Sentinel-2	Zipped archives for each L2A product with 3 day retention period, in Requester P	arn:aws:s3:::sentinel-s2-l2a-zips	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac		True			
+Sentinel-2	New scene notifications for L1C, can subscribe with Lambda	arn:aws:sns:eu-west-1:214830741341:NewSentinel2Product	eu-west-1	SNS Topic	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
 Sentinel-2	S3 Inventory files for L1C  and CSV	arn:aws:s3:::sentinel-inventory/sentinel-s2-l1c	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
-Sentinel-2	Level 2A scenes and metadata, in Requester Pays S3 bucket	arn:aws:s3:::sentinel-s2-l2a	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	['[STAC V1.0.0 endpoint](https://sentinel-s2-l2a-stac.s3.amazonaws.com/)']	True			
-Sentinel-2	S3 Inventory files for L2A  and CSV	arn:aws:s3:::sentinel-inventory/sentinel-s2-l2a	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
 Sentinel-2	Zipped archives for each L1C product with 3 day retention period, in Requester P	arn:aws:s3:::sentinel-s2-l1c-zips	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac		True			
-Sentinel-2 Cloud-Optimized GeoTIFFs	Level 2A scenes and metadata	arn:aws:s3:::sentinel-cogs	us-west-2	S3 Bucket	https://github.com/cirrus-geo/cirrus-earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac	['[Earth Search STAC L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)', '[STAC Browser L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)']	False			
+Sentinel-2	Level 1C scenes and metadata, in Requester Pays S3 bucket	arn:aws:s3:::sentinel-s2-l1c	eu-central-1	S3 Bucket	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac	['[Earth Search STAC L1C Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[Earth Search STAC Browser L1C Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l1c)', '[STAC V1.0.0 endpoint](https://sentinel-s2-l1c-stac.s3.amazonaws.com/)', '[Earth Viewer by Element 84](https://viewer.aws.element84.com/)']	True			
+Sentinel-2	New scene notifications for L2A, can subscribe with Lambda	arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A	eu-central-1	SNS Topic	Documentation is available for [Sentinel-2 L1C](https://roda.sentinel-hub.com/se	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac					
 Sentinel-2 Cloud-Optimized GeoTIFFs	S3 Inventory files for L1C  and CSV	arn:aws:s3:::sentinel-cogs-inventory	us-west-2	S3 Bucket	https://github.com/cirrus-geo/cirrus-earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac					
+Sentinel-2 Cloud-Optimized GeoTIFFs	Level 2A scenes and metadata	arn:aws:s3:::sentinel-cogs	us-west-2	S3 Bucket	https://github.com/cirrus-geo/cirrus-earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac	['[Earth Search STAC L2A Collection](https://earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)', '[STAC Browser L2A Collection](https://radiantearth.github.io/stac-browser/#/external/earth-search.aws.element84.com/v1/collections/sentinel-2-l2a)']	False			
 Sentinel-2 Cloud-Optimized GeoTIFFs	New scene notifications, can subscribe with Lambda	arn:aws:sns:us-west-2:608149789419:cirrus-v0-publish	us-west-2	SNS Topic	https://github.com/cirrus-geo/cirrus-earth-search	opendata@element84.com	[Element 84](https://www.element84.com/)	New Sentinel data are added regularly, usually within few hours after they are a	Access to Sentinel data is free, full and open for the broad Regional, National,	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, cog, stac					
 Sentinel-2 L2A 120m Mosaic	Sentinel-2 L2A 120m mosaics data in a S3 bucket	arn:aws:s3:::sentinel-s2-l2a-mosaic-120	eu-central-1	S3 Bucket	Documentation is available [here](https://sentinel-s2-l2a-mosaic-120.s3.amazonaw	https://forum.sentinel-hub.com/c/aws-sentinel	[Sinergise](https://www.sinergise.com/)	New data will be added annually.	CC-BY 4.0, Credit: Contains modified Copernicus data [year] processed by Sentine	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, machine learning, cog		False			
-Sentinel-3	Sentinel-3 Near Real Time Data (NRT) format	arn:aws:s3:::meeo-s3/NRT/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac					
-Sentinel-3	Sentinel-3 Not Time Critical (NTC) format	arn:aws:s3:::meeo-s3/NTC/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac					
 Sentinel-3	Sentinel-3 Cloud Optimized GeoTIFF (COG) format	arn:aws:s3:::meeo-s3-cog/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac	['[STAC V1.0.0 endpoint](https://meeo-s3.s3.amazonaws.com/)']				
+Sentinel-3	Sentinel-3 Not Time Critical (NTC) format	arn:aws:s3:::meeo-s3/NTC/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac					
+Sentinel-3	Sentinel-3 Near Real Time Data (NRT) format	arn:aws:s3:::meeo-s3/NRT/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac					
 Sentinel-3	Sentinel-3 Short Time Critical (STC) format	arn:aws:s3:::meeo-s3/STC/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel3Descri	sentinel3@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, oceans, earth observation, environmental, geospatial, land, satellite imagery, cog, stac					
 Sentinel-5P Level 2	Sentinel-5p Near Real Time Data (NRTI) NetCDF format	arn:aws:s3:::meeo-s5p/NRTI/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc	sentinel5p@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac					
 Sentinel-5P Level 2	Sentinel-5p Off Line Data (OFFL) NetCDF format	arn:aws:s3:::meeo-s5p/OFFL/	eu-central-1	S3 Bucket	https://github.com/Sentinel-5P/data-on-s3/blob/master/DocsForAws/Sentinel5P_Desc	sentinel5p@meeo.it	[Meteorological Environmental Earth Observation](http://www.meeo.it/)	Daily	https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice	aws-pds, air quality, atmosphere, earth observation, environmental, geospatial, satellite imagery, cog, stac					
@@ -1008,8 +1013,8 @@ SiPeCaM (Sitios Permanentes de la Calibración y Monitoreo de la Biodiversidad)
 Single-Cell Atlas of Human Blood During Healthy Aging	Raw sequencing data (fastqgz), TCR/BCR clonotype tables (csv), normalized coun	arn:aws:s3:::single.cell.human.blood.atlas.opendata.sagebase.org	us-east-1	S3 Bucket	https://www.synapse.org/#!Synapse:syn49637038/	martyomov@wustl.edu	Sage Bionetworks	Never	[CC BY]	aws-pds, protein, single-cell transcriptomics			https://www.synapse.org/#!Synapse:syn49637038/	False	
 Smithsonian Open Access	Smithsonian Open Access Media and Metadata	arn:aws:s3:::smithsonian-open-access	us-west-2	S3 Bucket	http://edan.si.edu/openaccess/docs/	openaccess@si.edu	[SI](http://www.si.edu/)	New / updated metadata and image files will be pushed weekly.	CC0	aws-pds, art, history, culture, museum, encyclopedic					
 Sofar Spotter Archive	Hourly position, wave spectra and bulk wave parameters from global free drifting	arn:aws:s3:::sofar-spotter-archive	us-west-2	S3 Bucket	[Spotter Technical Reference Manual](https://content.sofarocean.com/hubfs/Spotte	opendata@sofarocean.com	[Sofar Ocean](https://www.sofarocean.com/company/contact-us)	As available	[Sofar Data Access Agreement](https://sofarocean.notion.site/sofarocean/Sofar-Da	aws-pds, climate, meteorological, sustainability, weather, oceans, environmental, oceans	['[Browse Bucket](https://sofar-spotter-archive.s3.amazonaws.com/index.html)']				
-Software Heritage Graph Dataset	S3 Inventory files	arn:aws:s3:::softwareheritage-inventory	us-east-1	S3 Bucket	https://docs.softwareheritage.org/devel/swh-dataset/graph/athena.html	aws@softwareheritage.org	Software Heritage	Data is updated yearly	Creative Commons Attribution 4.0 International.By accessing the dataset, you agr	aws-pds, source code, open source software, free software, digital preservation					
 Software Heritage Graph Dataset	Software Heritage Graph Dataset	arn:aws:s3:::softwareheritage	us-east-1	S3 Bucket	https://docs.softwareheritage.org/devel/swh-dataset/graph/athena.html	aws@softwareheritage.org	Software Heritage	Data is updated yearly	Creative Commons Attribution 4.0 International.By accessing the dataset, you agr	aws-pds, source code, open source software, free software, digital preservation					
+Software Heritage Graph Dataset	S3 Inventory files	arn:aws:s3:::softwareheritage-inventory	us-east-1	S3 Bucket	https://docs.softwareheritage.org/devel/swh-dataset/graph/athena.html	aws@softwareheritage.org	Software Heritage	Data is updated yearly	Creative Commons Attribution 4.0 International.By accessing the dataset, you agr	aws-pds, source code, open source software, free software, digital preservation					
 Solar Dynamics Observatory (SDO) Machine Learning Dataset	The v1 dataset includes AIA observations 2010-2018 and v2 includes AIA observati	arn:aws:s3:::gov-nasa-hdrl-data1/contrib/fdl-sdoml/	us-west-2	S3 Bucket	https://github.com/SDOML/sdoml.github.io	Meng Jin (jinmeng@lmsal.com) and Paul Wright (paul@pauljwright.co.uk)	[NASA](http://www.nasa.gov/)	N/A (The IDL/Python scripts for generating the datasets are published online, wh	There are no restrictions on the use of this data.	aws-pds, machine learning, NASA SMD AI					
 SondeHub Radiosonde Telemetry	Radiosonde Telemetry as JSON blobs of Universal Telemetry format	arn:aws:s3:::sondehub-history	us-east-1	S3 Bucket	https://github.com/projecthorus/sondehub-infra/wiki/Amazon-Open-Data	Michaela Wheeler <vk3fur@sondehub.org>	[SondeHub](https://sondehub.org/)	Data is updated as we receive it	Creative Commons BY-SA 2.0	aws-pds, climate, environmental, weather, GPS	['[Browse Bucket by serial number](http://sondehub-history.s3-website-us-east-1.amazonaws.com/#serial/)', '[Browse Bucket by date/time](http://sondehub-history.s3-website-us-east-1.amazonaws.com/#date/)']				
 Sophos/ReversingLabs 20 Million malware detection dataset	Sophos/ReversingLabs 20 million sample dataset	arn:aws:s3:::sorel-20m/	us-west-2	S3 Bucket	https://github.com/sophos-ai/SOREL-20M/blob/master/README.md	sorel-dataset@sophos.com	Sophos AI	At most annually	See the [Terms of Use](https://github.com/sophos-ai/SOREL-20M/blob/master/Terms%	aws-pds, cyber security, deep learning, labeled, machine learning					
@@ -1022,9 +1027,9 @@ Storm EVent ImageRy (SEVIR)	Dataset of storm imagery	arn:aws:s3:::sevir	us-west-
 Sub-Meter Canopy Tree Height of California in 2020 by CTrees.org	Cloud-optimized GeoTIFF files with names corresponding to image of California fo	arn:aws:s3:::ctrees-tree-height-ca-2020/	us-west-2	S3 Bucket	[Project overview](https://ctrees.org/products/tree-level)	info@ctrees.org	[CTrees](https://ctrees.org/)	TBD	https://creativecommons.org/licenses/by/4.0/	aws-pds, cog, earth observation, land cover, deep learning, aerial imagery, image processing, environmental, conservation, geospatial					
 Sudachi Language Resources	SudachiDict: Binary format of the mophological analysis dictionarieschiVe: Pret	arn:aws:s3:::sudachi	ap-northeast-1	S3 Bucket	https://worksapplications.github.io/Sudachi/	sudachi@worksap.co.jp	[Works Applications](https://www.worksap.co.jp/about/csr/nlp/)	The dictionaries are updated every few months to include neologism and fixes for	Apache-2.0	aws-pds, natural language processing					
 Sudachi Language Resources	Cloudfront CDN mirror		ap-northeast-1	CloudFront Distribution	https://worksapplications.github.io/Sudachi/	sudachi@worksap.co.jp	[Works Applications](https://www.worksap.co.jp/about/csr/nlp/)	The dictionaries are updated every few months to include neologism and fixes for	Apache-2.0	aws-pds, natural language processing					d2ej7fkh96fzlu.cloudfront.net
-Sup3rCC	Sup3rCC Generative Models	arn:aws:s3:::nrel-pds-sup3rcc/models/	us-west-2	S3 Bucket	https://github.com/NREL/sup3r	Grant Buster (grant.buster@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annual	Creative Commons Attribution 4.0 United States License	aws-pds, energy, solar, air temperature, climate model	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc&prefix=models%2F)']				
-Sup3rCC	Sup3rCC - CONUS - MRI ESM 20 - SSP585 - r1i1p1f1	arn:aws:s3:::nrel-pds-sup3rcc/conus_mriesm20_ssp585_r1i1p1f1/	us-west-2	S3 Bucket	https://github.com/NREL/sup3r	Grant Buster (grant.buster@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annual	Creative Commons Attribution 4.0 United States License	aws-pds, energy, solar, air temperature, climate model	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc&prefix=conus_mriesm20_ssp585_r1i1p1f1%2F)']				
 Sup3rCC	Sup3rCC	arn:aws:s3:::nrel-pds-sup3rcc/	us-west-2	S3 Bucket	https://github.com/NREL/sup3r	Grant Buster (grant.buster@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annual	Creative Commons Attribution 4.0 United States License	aws-pds, energy, solar, air temperature, climate model	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc)']				
+Sup3rCC	Sup3rCC - CONUS - MRI ESM 20 - SSP585 - r1i1p1f1	arn:aws:s3:::nrel-pds-sup3rcc/conus_mriesm20_ssp585_r1i1p1f1/	us-west-2	S3 Bucket	https://github.com/NREL/sup3r	Grant Buster (grant.buster@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annual	Creative Commons Attribution 4.0 United States License	aws-pds, energy, solar, air temperature, climate model	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc&prefix=conus_mriesm20_ssp585_r1i1p1f1%2F)']				
+Sup3rCC	Sup3rCC Generative Models	arn:aws:s3:::nrel-pds-sup3rcc/models/	us-west-2	S3 Bucket	https://github.com/NREL/sup3r	Grant Buster (grant.buster@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annual	Creative Commons Attribution 4.0 United States License	aws-pds, energy, solar, air temperature, climate model	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-sup3rcc&prefix=models%2F)']				
 Swiss Public Transport Stops	data files ESRI FGDB, CSV , MapInfo, Interlis	arn:aws:s3:::data.geo.admin.ch/ch.bav.haltestellen-oev/data.zip	eu-west-1	S3 Bucket	https://www.bav.admin.ch/bav/de/home/allgemeine-themen/fachthemen/geoinformation	fredi.daellenbach@bav.admin.ch	Swiss Geoportal	annually	You may use this dataset for non-commercial purposes. You may use this dataset f	aws-pds, cities, geospatial, infrastructure, mapping, traffic, transportation	['[Browse Bucket](https://data.geo.admin.ch/index.html)']				
 Synthea Coherent Data Set	Synthetic data set that includes FHIR resources, DICOM images, genomic data, phy	arn:aws:s3:::synthea-open-data/coherent/	us-east-1	S3 Bucket	https://doi.org/10.3390/electronics11081199	synthea-list@groups.mitre.org	[The MITRE Corporation](https://www.mitre.org)	Rarely	[Creative Commons Attribution 4.0 International License](https://creativecommons	aws-pds, health, bioinformatics, life sciences, medicine, csv, dicom, genomic, imaging					
 Synthea synthetic patient generator data in OMOP Common Data Model	Project data files	arn:aws:s3:::synthea-omop	us-east-1	S3 Bucket	https://github.com/synthetichealth/synthea/wiki	Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6	[Amazon Web Sevices](https://aws.amazon.com/)	Not updated	https://github.com/synthetichealth/synthea/blob/master/LICENSE	aws-pds, bioinformatics, health, life sciences, natural language processing, us					
@@ -1037,8 +1042,8 @@ Terra Fusion Data Sampler	AWS S3 Public Bucket Containing Terra Basic Fusion Hie
 Terrain Tiles	Gridded elevation tiles - replication in EU region	arn:aws:s3:::elevation-tiles-prod-eu	eu-central-1	S3 Bucket	https://github.com/tilezen/joerd/tree/master/docs	https://github.com/tilezen/joerd/issues	Mapzen, a Linux Foundation project	New data is added based on community feedback	https://github.com/tilezen/joerd/blob/master/docs/attribution.md	aws-pds, agriculture, elevation, earth observation, geospatial, disaster response					
 Terrain Tiles	Gridded elevation tiles	arn:aws:s3:::elevation-tiles-prod	us-east-1	S3 Bucket	https://github.com/tilezen/joerd/tree/master/docs	https://github.com/tilezen/joerd/issues	Mapzen, a Linux Foundation project	New data is added based on community feedback	https://github.com/tilezen/joerd/blob/master/docs/attribution.md	aws-pds, agriculture, elevation, earth observation, geospatial, disaster response	['[Browse Map](https://elevation-tiles-prod.s3.amazonaws.com/index.html)']				
 Textbook Question Answering (TQA)	Project data files in a public bucket	arn:aws:s3:::ai2-public-datasets	us-west-2	S3 Bucket	https://allenai.org/data/tqa	info@allenai.org	[Allen Institute for AI](https://allenai.org)	Not updated	[CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/)	aws-pds, machine learning					
-The Cancer Genome Atlas	Clinical Supplement, Biospecimen Supplement, RNA-Seq Gene Expression Quantificat	arn:aws:s3:::tcga-2-open	us-east-1	S3 Bucket	https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/t	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, life sciences, cancer, genomic, whole genome sequencing, STRIDES					
 The Cancer Genome Atlas	WXS/RNA-Seq/miRNA-Seq/ATAC-Seq Aligned Reads, WXS Annotated Somatic Mutation, WX	arn:aws:s3:::tcga-2-controlled	us-east-1	S3 Bucket	https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/t	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, life sciences, cancer, genomic, whole genome sequencing, STRIDES			https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs000178.v1.p1		
+The Cancer Genome Atlas	Clinical Supplement, Biospecimen Supplement, RNA-Seq Gene Expression Quantificat	arn:aws:s3:::tcga-2-open	us-east-1	S3 Bucket	https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/t	dcf-support@datacommons.io	[Center for Translational Data Science at The University of Chicago](https://ctd	Genomic Data Commons (GDC) is source of truth for this dataset; GDC offers month	NIH Genomic Data Sharing Policy: https://gdc.cancer.gov/access-data/data-access-	aws-pds, life sciences, cancer, genomic, whole genome sequencing, STRIDES					
 The Genome Modeling System	https://gmsdatas3amazonawscom/indexhtml	arn:aws:s3:::gmsdata	us-west-2	S3 Bucket	https://github.com/genome/gms/wiki	https://github.com/genome/gms/issues	Genome Institute at the Washington University School of Medicine in St. Louis	Not updated	[GNU Lesser General Public License v3.0](https://github.com/genome/gms/blob/ubun	aws-pds, genetic, genomic, life sciences	['[Browse Bucket](https://gmsdata.s3.amazonaws.com/index.html)']				
 The Human Connectome Project	https://wwwhumanconnectomeorg/study/hcp-young-adult/overview	arn:aws:s3:::hcp-openaccess	us-east-1	S3 Bucket	http://www.humanconnectome.org/study/hcp-young-adult/document/1200-subjects-data	hcp-users@humanconnectome.org	[Connectome Coordination Facility](https://www.humanconnectome.org/ccf-staff)	Uncertain	[HCP Data Use Agreement](https://www.humanconnectome.org/storage/app/media/data_	aws-pds, biology, imaging, neurobiology, neuroimaging, neuroscience, life sciences			https://wiki.humanconnectome.org/docs/How%20To%20Connect%20to%20Connectome%20Data%20via%20AWS.html		
 The Human Microbiome Project	https://awsamazoncom/datasets/human-microbiome-project/	arn:aws:s3:::human-microbiome-project	us-west-2	S3 Bucket	https://commonfund.nih.gov/hmp	https://commonfund.nih.gov/hmp/related_activities	[The National Institutes of Health Office of Strategic Coordination - The Common	Uncertain	The data is publicly available to the community free of charge.	aws-pds, life sciences, genetic, genomic, metagenomics, microbiome, fasta, amino acid, fastq					
@@ -1063,20 +1068,19 @@ UK Earth System Model (UKESM1) ARISE-SAI geoengineering experiment data	CMIP6 st
 USGS 3DEP LiDAR Point Clouds	Public access Entwine Point Tiles of most resources from the ``arn:aws:s3:::usgs	arn:aws:s3:::usgs-lidar-public	us-west-2	S3 Bucket	https://github.com/hobu/usgs-lidar/	https://github.com/hobu/usgs-lidar	[Hobu, Inc.](https://hobu.co)	Periodically	US Government Public Domain https://www.usgs.gov/faqs/what-are-terms-uselicensin	aws-pds, agriculture, elevation, disaster response, geospatial, lidar, stac	['[STAC Catalog](https://usgs-lidar-stac.s3-us-west-2.amazonaws.com/ept/catalog.json)']				
 USGS 3DEP LiDAR Point Clouds	A Requester Pays Bucket of Raw LAZ 14 3DEP data Data in this bucket is more co	arn:aws:s3:::usgs-lidar	us-west-2	S3 Bucket	https://github.com/hobu/usgs-lidar/	https://github.com/hobu/usgs-lidar	[Hobu, Inc.](https://hobu.co)	Periodically	US Government Public Domain https://www.usgs.gov/faqs/what-are-terms-uselicensin	aws-pds, agriculture, elevation, disaster response, geospatial, lidar, stac		True			
 USGS COAWST (Coupled Ocean Atmosphere Wave and Sediment Transport) Forecast Model Archive, US East and Gulf Coasts	A collection of NetCDF4 files, kerchunk generated JSON files, and an Intake cata	arn:aws:s3:::usgs-coawst	us-west-2	S3 Bucket	https://www.sciencebase.gov/catalog/item/610acd4fd34ef8d7056893da	jbzambon@fathomscience.com	Fathom Science	None	CC0	aws-pds, oceans					
-USGS Landsat	Scenes and metadata	arn:aws:s3:::usgs-landsat/collection02/	us-west-2	S3 Bucket	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog	['[STAC Catalog](https://landsatlook.usgs.gov/stac-server/collections)']	True			
+USGS Landsat	New scene notifications, Level-1 and Level-2 Scenes	arn:aws:sns:us-west-2:673253540267:public-c2-notify-v2	us-west-2	SNS Topic	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog					
 USGS Landsat	New scene notifications, US ARD Tiles	arn:aws:sns:us-west-2:673253540267:public-c2-ard-tile-notify-v2	us-west-2	SNS Topic	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog					
 USGS Landsat	New scene notifications, Level 3 Science Products	arn:aws:sns:us-west-2:673253540267:public-c2-level-3-tile-notify-v2	us-west-2	SNS Topic	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog					
-USGS Landsat	New scene notifications, Level-1 and Level-2 Scenes	arn:aws:sns:us-west-2:673253540267:public-c2-notify-v2	us-west-2	SNS Topic	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog					
+USGS Landsat	Scenes and metadata	arn:aws:s3:::usgs-landsat/collection02/	us-west-2	S3 Bucket	https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d	https://answers.usgs.gov/	[United States Geological Survey](https://www.usgs.gov)	New scenes are added daily.	There are no restrictions on Landsat data downloaded from the USGS; it can be us	aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog	['[STAC Catalog](https://landsatlook.usgs.gov/stac-server/collections)']	True			
 USearch Molecules	Project data files in a public bucket	arn:aws:s3:::usearch-molecules	us-west-2	S3 Bucket	https://github.com/ashvardanian/usearch-molecules	ash.vardanian@unum.cloud	[Ash Vardanian](https://ashvardanian.com)	Not updated	[Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0)	aws-pds, life sciences, biology, chemical biology, pharmaceutical					
 Umbra Synthetic Aperture Radar (SAR) Open Data	Umbra Spotlight collects including GEC, SICD, SIDD, CPHD data and metadata	arn:aws:s3:::umbra-open-data-catalog	us-west-2	S3 Bucket	https://help.umbra.space/product-guide	help@umbra.space	[Umbra](http://umbra.space/)	New data is added frequently. The frequent updates enable users to analyze the t	All data is provided with a Creative Commons License ([CC by 4.0](https://umbra.	aws-pds, synthetic aperture radar, stac, satellite imagery, earth observation, image processing, geospatial	['[Browse Bucket](http://umbra-open-data-catalog.s3-website.us-west-2.amazonaws.com/)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/s3.us-west-2.amazonaws.com/umbra-open-data-catalog/stac/catalog.json)']	False			
-UniProt	UniProt 2022_02	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-02/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
+UniProt	UniProt 2022_03	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-03/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2021_01	arn:aws:s3:::aws-open-data-uniprot-rdf/2021-01/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2021_02	arn:aws:s3:::aws-open-data-uniprot-rdf/2021-02/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2021_03	arn:aws:s3:::aws-open-data-uniprot-rdf/2021-03/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2021_04	arn:aws:s3:::aws-open-data-uniprot-rdf/2021-04/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2022_01	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-01/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
-UniProt	UniProt 2022_03	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-03/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
-UniProt	UniProt 2022_04	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-04/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
+UniProt	UniProt 2022_02	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-02/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2022_05	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-05/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2023_01	arn:aws:s3:::aws-open-data-uniprot-rdf/2023-01/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2023_02	arn:aws:s3:::aws-open-data-uniprot-rdf/2023-02/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
@@ -1086,13 +1090,14 @@ UniProt	UniProt 2023_05	arn:aws:s3:::aws-open-data-uniprot-rdf/2023-05/	eu-west-
 UniProt	UniProt 2024_01	arn:aws:s3:::aws-open-data-uniprot-rdf/2024-01/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2024_02	arn:aws:s3:::aws-open-data-uniprot-rdf/2024-02/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 UniProt	UniProt 2024_03	arn:aws:s3:::aws-open-data-uniprot-rdf/2024-03/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
+UniProt	UniProt 2022_04	arn:aws:s3:::aws-open-data-uniprot-rdf/2022-04/	eu-west-3	S3 Bucket	https://www.uniprot.org/help/about	https://www.uniprot.org/contact	[SIB Swiss Institute of Bioinformatics](https://sp.sib.swiss/) on behalf of the 	Under 1 months after a new UniProt release.	http://creativecommons.org/licenses/by/4.0/	aws-pds, chemistry, protein, enzyme, molecule, life sciences, bioinformatics, biology, RDF, graph, SPARQL					
 University of British Columbia Sunflower Genome Dataset	UBC Sunflower Genome Data 1	arn:aws:s3:::ubc-sunflower-genome	us-west-2	S3 Bucket	https://rieseberglab.github.io/ubc-sunflower-genome/	UBC Botany Sunflower <sunflower@botany.ubc.ca>	The  Rieseberg Lab at the University of British Columbia	Twice per year.	Public Domain	aws-pds, agriculture, biodiversity, bioinformatics, biology, food security, genetic, genomic, life sciences, whole genome sequencing					
-VENUS L2A Cloud-Optimized GeoTIFFs	Venus L2A dataset (COG) and metadata (STAC)	arn:aws:s3:::venus-l2a-cogs	us-east-1	S3 Bucket	https://github.com/earthdaily/venus-on-aws/	Klaus Bachhuber - klaus.bachhuber@earthdaily.com	[EarthDaily Analytics](https://earthdaily.com/)	New Venus data are added regularly	https://creativecommons.org/licenses/by-nc/4.0/	aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover	['[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)']	False			
 VENUS L2A Cloud-Optimized GeoTIFFs	New Venus L2A dataset notifications, can subscribe with Lambda	arn:aws:sns:us-east-1:794383284256:venus-l2a-cogs-object_created	us-east-1	SNS Topic	https://github.com/earthdaily/venus-on-aws/	Klaus Bachhuber - klaus.bachhuber@earthdaily.com	[EarthDaily Analytics](https://earthdaily.com/)	New Venus data are added regularly	https://creativecommons.org/licenses/by-nc/4.0/	aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover					
+VENUS L2A Cloud-Optimized GeoTIFFs	Venus L2A dataset (COG) and metadata (STAC)	arn:aws:s3:::venus-l2a-cogs	us-east-1	S3 Bucket	https://github.com/earthdaily/venus-on-aws/	Klaus Bachhuber - klaus.bachhuber@earthdaily.com	[EarthDaily Analytics](https://earthdaily.com/)	New Venus data are added regularly	https://creativecommons.org/licenses/by-nc/4.0/	aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover	['[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)']	False			
 Variant Effect Predictor (VEP) and the Loss-Of-Function Transcript Effect Estimator (LOFTEE) Plugin	VEP and LOFTEE data	arn:aws:s3:::hail-vep-pipeline	us-east-1	S3 Bucket	https://hail-vep-pipeline.public.tennex.io/	https://www.tennex.io/contact	[Tennex](https://www.tennex.io/)	New packages are added as soon as they are available and confirmed to work with 	[VEP](https://uswest.ensembl.org/info/about/publications.html) use is governed b	aws-pds, genome wide association study, genomic, life sciences, vep, loftee					
-Vermont Open Geospatial on AWS	Landcover datsets are organized in this bucket as statewide file mosaics These	arn:aws:s3:::vtopendata-prd/Landcover	us-east-2	S3 Bucket	https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover		False			
-Vermont Open Geospatial on AWS	Elevation datsets (primarily lidar based) are organized in this bucket as statew	arn:aws:s3:::vtopendata-prd/Elevation	us-east-2	S3 Bucket	https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover		False			
 Vermont Open Geospatial on AWS	Imagery datsets are organized in this bucket as statewide file mosaics and by ac	arn:aws:s3:::vtopendata-prd/Imagery	us-east-2	S3 Bucket	https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover		False			
+Vermont Open Geospatial on AWS	Elevation datsets (primarily lidar based) are organized in this bucket as statew	arn:aws:s3:::vtopendata-prd/Elevation	us-east-2	S3 Bucket	https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover		False			
+Vermont Open Geospatial on AWS	Landcover datsets are organized in this bucket as statewide file mosaics These	arn:aws:s3:::vtopendata-prd/Landcover	us-east-2	S3 Bucket	https://vcgi.vermont.gov/data-and-programs/	If you have specific questions please contact - vcgi@vermont.gov	[Vermont Center for Geographic Information](https://vcgi.vermont.gov)	Vermont acquires statewide imagery approximately once every other year. Lidar is	Public Domain with Attribution	earth observation, aerial imagery, geospatial, lidar, elevation, land cover		False			
 Virginia Coastal Resilience Master Plan, Phase 1 - December 2021	Data Product List  See readmetxt file for more information on the folder struc	arn:aws:s3:::vadcr-frp	us-east-1	S3 Bucket	https://www.dcr.virginia.gov/crmp/	flood.resilience@dcr.virginia.gov	[Virginia Department of Conservation and Recreation](https://www.dcr.virginia.go	Every 5 years or as data becomes available	Conditions of Release - Data is available by permission of the Virginia Departme	aws-pds, coastal, floods	['[Browse Data](https://vadcr-frp.s3.us-east-1.amazonaws.com/index.html)']				
 VirtualFlow Ligand Libraries	VirtualFlow Version of the Enamine REAL Space Molecule Library (version 2022q12)	arn:aws:s3:::vf-libraries	us-east-2	S3 Bucket	https://virtual-flow.org/real-space-2022q12	c.gorgulla@gmail.com	[VirtualFlow Project](https://virtual-flow.org/)	Every ~3 years	There are no restrictions on the use of this data. Redistribution is not allowed	aws-pds, structural biology, pharmaceutical, medicine, bioinformatics, life sciences	['[Browse Bucket](https://vf-libraries.s3.amazonaws.com/index.html)']				
 Visual Anomaly (VisA)	The tar file for the Visual Anomaly (VisA) dataset	arn:aws:s3:::amazon-visual-anomaly/VisA_20220922.tar	us-west-2	S3 Bucket	https://github.com/amazon-research/spot-diff	Post any questions to [re:Post](https://repost.aws/tags/questions/TApd0Wl5P8S9O6	[Amazon Web Services](https://aws.amazon.com/)	Not updated	https://creativecommons.org/licenses/by/4.0/	amazon.science, anomaly detection, classification, segmentation, industrial, fewshot					
@@ -1102,29 +1107,29 @@ Voices Obscured in Complex Environmental Settings (VOiCES)	wav audio files, orth
 Whiffle WINS50 Open Data on AWS	Whiffle WINS50 LES Data	arn:aws:s3:::whiffle-wins50-data	eu-central-1	S3 Bucket	https://gitlab.com/whiffle-public/whiffle-open-data	support@whiffle.nl	[Whiffle](http://www.whiffle.nl/)	No updates planned.	CC BY-SA 4.0	aws-pds, weather, sustainability, atmosphere, electricity, meteorological, model, zarr, turbulence	['[Browse Bucket](https://whiffle-wins50-data.s3.amazonaws.com/index.html)']				
 WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation	WikiSum Dataset	arn:aws:s3:::wikisum	us-east-1	S3 Bucket	https://wikisum.s3.amazonaws.com/README.txt	nachshon@amazon.com, orenk@amazon.com	[Amazon](https://www.amazon.com/)	Not currently being updated	Dataset is published under [CC-NC-SA-3.0](https://creativecommons.org/licenses/b	amazon.science, natural language processing, machine learning	['[wikisum.zip](https://wikisum.s3.amazonaws.com/WikiSumDataset.zip)', '[wikisum-human-eval.zip](https://wikisum.s3.amazonaws.com/HumanEvaluation.zip)']				
 Wind AI Bench	Wind AI Bench Airfoil Computational Fluid Dynamics (CFD) - 2k Shapes Data Sets	arn:aws:s3:::nrel-pds-windai/aerodynamic_shapes/2D/2K_airfoils/	us-west-2	S3 Bucket	https://github.com/NREL/windAI_bench	Ryan King (ryan.king@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	aws-pds, energy, benchmark, machine learning	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=aerodynamic_shapes%2F2D%2F2k_airfoils%2F)']				
-Wind AI Bench	Wind AI Bench Airfoil Computational Fluid Dynamics (CFD) - 9k Shapes Data Sets	arn:aws:s3:::nrel-pds-windai/aerodynamic_shapes/2D/9K_airfoils/	us-west-2	S3 Bucket	https://github.com/NREL/windAI_bench	Ryan King (ryan.king@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	aws-pds, energy, benchmark, machine learning	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=aerodynamic_shapes%2F2D%2F9k_airfoils%2F)']				
 Wind AI Bench	Wind AI Bench Flow Redirection and Induction in Steady State (FLORIS) Wind Plant	arn:aws:s3:::nrel-pds-windai/wind_plant_power/floris/	us-west-2	S3 Bucket	https://github.com/NREL/windAI_bench	Ryan King (ryan.king@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	aws-pds, energy, benchmark, machine learning	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=wind_plant_power%2Ffloris%2F)']				
+Wind AI Bench	Wind AI Bench Airfoil Computational Fluid Dynamics (CFD) - 9k Shapes Data Sets	arn:aws:s3:::nrel-pds-windai/aerodynamic_shapes/2D/9K_airfoils/	us-west-2	S3 Bucket	https://github.com/NREL/windAI_bench	Ryan King (ryan.king@nrel.gov)	[National Renewable Energy Laboratory](https://www.nrel.gov/)	Annually	Creative Commons Attribution 4.0 United States License	aws-pds, energy, benchmark, machine learning	['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-windai&prefix=aerodynamic_shapes%2F2D%2F9k_airfoils%2F)']				
 Wizard of Tasks	Wizard of Tasks Dataset	arn:aws:s3:::wizard-of-tasks	us-west-2	S3 Bucket	https://wizard-of-tasks.s3.us-west-2.amazonaws.com/README.md	giusecas@amazon.com	[Amazon](https://www.amazon.com/)	Not currently being updated	[cc-by-sa 4.0](https://creativecommons.org/licenses/by-sa/4.0/)	conversation data, dialog, amazon.science, natural language processing, machine learning	['[wizard_of_tasks_cooking_v1.0.json](https://wizard-of-tasks.s3.us-west-2.amazonaws.com/wizard_of_tasks_cooking_v1.0.json)', '[wizard_of_tasks_diy_v1.0.json](https://wizard-of-tasks.s3.us-west-2.amazonaws.com/wizard_of_tasks_diy_v1.0.json)']				
 World Bank - Light Every Night	Light Every Night dataset of all VIIRS DNB and DMSP-OLS nighttime satellite data	arn:aws:s3:::globalnightlight	us-east-1	S3 Bucket	https://worldbank.github.io/OpenNightLights/wb-light-every-night-readme.html	Trevor Monroe tmonroe@worldbank.org; Benjamin P. Stewart bstewart@worldbankgroup	[World Bank Group](https://www.worldbank.org/en/home)	Quarterly	[World Bank Open Database License (ODbL)](https://creativecommons.org/licenses/b	disaster response, earth observation, satellite imagery, aws-pds, stac, cog	['[STAC 1.0.0-beta.2 endpoint](https://stacindex.org/catalogs/world-bank-light-every-night#/)']				
 World Bank Climate Change Knowledge Portal (CCKP)	World Bank Climate Change Knowledge Portal observed and projected climate datase	arn:aws:s3:::wbg-cckp	us-west-2	S3 Bucket	https://worldbank.github.io/climateknowledgeportal	C. MacKenzie Dove cdove@worldbank.org; askclimate@worldbank.org	[World Bank Group](https://www.worldbank.org/en/home)	Semi-annually	[World Bank Open Database License (ODbL)](https://creativecommons.org/licenses/b	aws-pds, climate, climate model, earth observation, climate projections, CMIP6, netcdf					
 Xiph.Org Test Media	Video and imagery data	arn:aws:s3:::xiph-media	us-east-1	S3 Bucket	https://media.xiph.org/aws.html	Thomas Daede tdaede@xiph.org	[Xiph.org](https://xiph.org/)	New videos are added when contributors submit them.	Various. Most are under the CC-BY license. License text accompanies each sequenc	aws-pds, computer vision, image processing, imaging, media, movies, multimedia, video					
 Yale-CMU-Berkeley (YCB) Object and Model Set	Project data files	arn:aws:s3:::ycb-benchmarks	us-east-1	S3 Bucket	http://www.ycbbenchmarks.com/	bcalli@wpi.edu	Yale University and Berkeley	Yearly	Creative Commons Attribution 4.0 International (CC BY 4.0)	aws-pds, robotics	['[Browse Bucket](https://ycb-benchmarks.s3.amazonaws.com/index.html)']				
-YouTube 8 Million - Data Lakehouse Ready	Original YT8M *tfrecords File structure info can be found here	arn:aws:s3:::aws-roda-ml-datalake/yt8m/	us-west-2	S3 Bucket	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.	https://github.com/aws-samples/data-lake-as-code/issues	[Amazon Web Services](https://aws.amazon.com/)	Google Research has not updated the dataset since 2019.	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_attribut	amazon.science, computer vision, machine learning, labeled, parquet, video					
 YouTube 8 Million - Data Lakehouse Ready	Replica of the two locations above in us-east-1	arn:aws:s3:::aws-roda-ml-datalake-us-east-1/	us-east-1	S3 Bucket	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.	https://github.com/aws-samples/data-lake-as-code/issues	[Amazon Web Services](https://aws.amazon.com/)	Google Research has not updated the dataset since 2019.	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_attribut	amazon.science, computer vision, machine learning, labeled, parquet, video					
 YouTube 8 Million - Data Lakehouse Ready	Lakehouse ready YT8M as Glue Parquet files Install instructions here	arn:aws:s3:::aws-roda-ml-datalake/yt8m_ods/	us-west-2	S3 Bucket	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.	https://github.com/aws-samples/data-lake-as-code/issues	[Amazon Web Services](https://aws.amazon.com/)	Google Research has not updated the dataset since 2019.	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_attribut	amazon.science, computer vision, machine learning, labeled, parquet, video					
+YouTube 8 Million - Data Lakehouse Ready	Original YT8M *tfrecords File structure info can be found here	arn:aws:s3:::aws-roda-ml-datalake/yt8m/	us-west-2	S3 Bucket	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_install.	https://github.com/aws-samples/data-lake-as-code/issues	[Amazon Web Services](https://aws.amazon.com/)	Google Research has not updated the dataset since 2019.	https://github.com/aws-samples/data-lake-as-code/blob/roda-ml/docs/roda_attribut	amazon.science, computer vision, machine learning, labeled, parquet, video					
 ZEST: ZEroShot  learning  from Task descriptions	Project data files in a public bucket	arn:aws:s3:::ai2-public-datasets/zest/	us-west-2	S3 Bucket	https://allenai.org/data/zest	info@allenai.org	[Allen Institute for AI](https://allenai.org)	Not updated	[CC BY](https://creativecommons.org/licenses/by/4.0)	aws-pds, machine learning, natural language processing					
 ZINC Database	3D molecular docking structure files in db2gz, sdf and mol2 formats	arn:aws:s3:::zinc3d	us-east-1	S3 Bucket	http://wiki.docking.org/index.php/ZINC15:Resources	[John Irwin](chemistry4biology@gmail.com)	[John Irwin](chemistry4biology@gmail.com)	Monthly	ZINC is free as in beer. You may not redistribute without the written permission	aws-pds, life sciences, biology, chemical biology, pharmaceutical, molecular docking, protein					
-iHART Whole Genome Sequencing Data Set	BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase I	arn:aws:s3:::ihart-release	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
 iHART Whole Genome Sequencing Data Set	BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase II	arn:aws:s3:::ihart-main	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
+iHART Whole Genome Sequencing Data Set	BAM, gVCF, and VCF files from The iHART whole genome sequencing study, Phase I	arn:aws:s3:::ihart-release	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
 iHART Whole Genome Sequencing Data Set	Cram, gVCF, and VCF files from The iHART whole genome sequencing study, Phase I+	arn:aws:s3:::ihart-hg38	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
-iHART Whole Genome Sequencing Data Set	gVCF and VCF files from The iHART whole genome sequencing study, control data se	arn:aws:s3:::ihart-psp	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
 iHART Whole Genome Sequencing Data Set	gVCF and VCF files from The iHART whole genome sequencing study, control data se	arn:aws:s3:::ihart-brain	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
+iHART Whole Genome Sequencing Data Set	gVCF and VCF files from The iHART whole genome sequencing study, control data se	arn:aws:s3:::ihart-psp	us-east-1	S3 Bucket	http://www.ihart.org/data	ihart2-org@stanford.edu	[Stanford University](https://wall-lab.stanford.edu/projects/ihart/)	The dataset may be updated with additional or corrected data on a need-to-update	Data use is subject to the access and publication polices of the iHART. More inf	aws-pds, autism spectrum disorder, genetic, genomic, life sciences, whole genome sequencing, bam, vcf			http://www.ihart.org/access		
 iNaturalist Licensed Observation Images	Image files (eg JPEG) associated with metadata describing the observation asso	arn:aws:s3:::inaturalist-open-data	us-east-1	S3 Bucket	"Documentation can be found <a href=""https://github.com/inaturalist/inaturalist-o"	help@inaturalist.org	[iNaturalist](https://www.inaturalist.org/) is an independent, tax-exempt, 501(c	Images are posted in real time, and we are currently copying over images from ex	Creative Commons or Public Domain (CC0), varying by image. More information on h	aws-pds, earth observation, biodiversity, bioinformatics, conservation, life sciences					
 iSDAsoil	iSDAsoil data and covariates	arn:aws:s3:::isdasoil	us-west-2	S3 Bucket	https://www.isda-africa.com/isdasoil/isdasoil-on-aws/	info@isda-africa.com	[Innovative Solutions for Decision Agriculture (iSDA)](https://www.isda-africa.c	Based upon the availability of new data	CC-BY 4.0	agriculture, analytics, aws-pds, biodiversity, conservation, deep learning, food security, geospatial, machine learning, satellite imagery	['[Browse data using the STAC viewer](https://isdasoil.s3.amazonaws.com/index.html)']				
 nuPlan	nuPlan Dataset	arn:aws:s3:::motional-nuplan	ap-northeast-1	S3 Bucket	https://nuplan.org	https://nuplan.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, lidar, robotics, transportation, urban	['[Browse Bucket](https://motional-nuplan.s3.ap-northeast-1.amazonaws.com/index.html)']				
 nuPlan	Globally cached distribution of the nuPlan Dataset Web frontend is available to		ap-northeast-1	CloudFront Distribution	https://nuplan.org	https://nuplan.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, lidar, robotics, transportation, urban					https://d1qinkmu0ju04f.cloudfront.net
-nuScenes	Globally cached distribution of the nuScenes Dataset Web frontend is available		ap-northeast-1	CloudFront Distribution	https://www.nuscenes.org	https://www.nuscenes.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, computer vision, lidar, robotics, transportation, urban					https://d36yt3mvayqw5m.cloudfront.net
 nuScenes	nuScenes Dataset	arn:aws:s3:::motional-nuscenes	ap-northeast-1	S3 Bucket	https://www.nuscenes.org	https://www.nuscenes.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, computer vision, lidar, robotics, transportation, urban	['[Browse Bucket](https://motional-nuscenes.s3.ap-northeast-1.amazonaws.com/index.html)']				
+nuScenes	Globally cached distribution of the nuScenes Dataset Web frontend is available		ap-northeast-1	CloudFront Distribution	https://www.nuscenes.org	https://www.nuscenes.org	[Motional, Inc.](https://motional.com)	Finalized	[Commercial](https://www.nuscenes.org/terms-of-use)	aws-pds, autonomous vehicles, computer vision, lidar, robotics, transportation, urban					https://d36yt3mvayqw5m.cloudfront.net
 real-changesets	New File Notification	arn:aws:sns:us-west-2:877446169145:real-changesets-object_created	us-west-2	SNS Topic	https://github.com/osmus/osmcha-charter-project/blob/main/real-changesets-docs.m	team@openstreetmap.us	OpenStreetMap US	Minutely	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds					
 real-changesets	real-changesets	arn:aws:s3:::real-changesets	us-west-2	S3 Bucket	https://github.com/osmus/osmcha-charter-project/blob/main/real-changesets-docs.m	team@openstreetmap.us	OpenStreetMap US	Minutely	[Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/)	geospatial, osm, mapping, disaster response, aws-pds					
 recount3	https://rnarecountbio/docs/	arn:aws:s3:::recount-opendata	us-east-1	S3 Bucket	https://rna.recount.bio/	https://rna.recount.bio/docs/how-to-ask-for-help.html	Johns Hopkins University	Not currently updated	[recount3 is Public Domain, recount2 is CC0](https://creativecommons.org/share-y	aws-pds, bioinformatics, biology, cancer, csv, gene expression, genetic, genomic, Homo sapiens, life sciences, Mus musculus, neuroscience, transcriptomics					
diff --git a/gee_catalog.json b/gee_catalog.json
index 98bcdd7..8627f9e 100644
--- a/gee_catalog.json
+++ b/gee_catalog.json
@@ -114,7 +114,7 @@
         "snippet": "ee.ImageCollection('ASTER/AST_L1T_003')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-03-04",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "aster, eos, imagery, nasa, nir, radiance, swir, terra, thermal, tir, toa, usgs, vnir",
@@ -690,7 +690,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S1_GRD')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2014-10-03",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "backscatter, copernicus, esa, eu, polarization, radar, sar, sentinel",
@@ -708,7 +708,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S2')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2015-06-27",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -56, 180, 83",
         "deprecated": true,
         "keywords": "copernicus, esa, eu, msi, radiance, sentinel",
@@ -726,7 +726,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S2_CLOUD_PROBABILITY')",
         "provider": "European Union/ESA/Copernicus/SentinelHub",
         "state_date": "2015-06-27",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -56, 180, 83",
         "deprecated": false,
         "keywords": "cloud, copernicus, esa, eu, msi, radiance, sentinel, sentinelhub",
@@ -744,7 +744,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S2_HARMONIZED')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2015-06-27",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -56, 180, 83",
         "deprecated": false,
         "keywords": "copernicus, esa, eu, msi, radiance, sentinel",
@@ -762,7 +762,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S2_SR')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2017-03-28",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -56, 180, 83",
         "deprecated": true,
         "keywords": "copernicus, esa, eu, msi, reflectance, sentinel, sr",
@@ -780,7 +780,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2017-03-28",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -56, 180, 83",
         "deprecated": false,
         "keywords": "copernicus, esa, eu, msi, reflectance, sentinel, sr",
@@ -798,7 +798,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S3/OLCI')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2016-10-18",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "copernicus, esa, eu, olci, radiance, sentinel, toa",
@@ -816,7 +816,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_AI')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai",
@@ -834,7 +834,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_LH')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai",
@@ -852,7 +852,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CLOUD')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-05",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi",
@@ -870,7 +870,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CO')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-11-22",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi",
@@ -888,7 +888,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_HCHO')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-10-02",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi",
@@ -906,7 +906,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_NO2')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi",
@@ -924,7 +924,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_O3')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi",
@@ -942,7 +942,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_SO2')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi",
@@ -996,7 +996,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CH4')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2019-02-08",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-28",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, copernicus, esa, eu, knmi, methane, s5p, sentinel, sron, tropomi",
@@ -1014,7 +1014,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CLOUD')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-07-04",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-28",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi",
@@ -1068,7 +1068,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_NO2')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-06-28",
-        "end_date": "2024-07-23",
+        "end_date": "2024-07-24",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi",
@@ -1086,7 +1086,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-09-08",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-28",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi",
@@ -1104,7 +1104,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3_TCL')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-04-30",
-        "end_date": "2024-07-16",
+        "end_date": "2024-07-18",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi",
@@ -1122,7 +1122,7 @@
         "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_SO2')",
         "provider": "European Union/ESA/Copernicus",
         "state_date": "2018-12-05",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-28",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi",
@@ -1536,7 +1536,7 @@
         "snippet": "ee.ImageCollection('ECMWF/CAMS/NRT')",
         "provider": "European Centre for Medium-Range Weather Forecasts (ECMWF)",
         "state_date": "2016-06-22",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "aerosol, atmosphere, climate, copernicus, ecmwf, forecast, particulate_matter",
@@ -1590,7 +1590,7 @@
         "snippet": "ee.ImageCollection('ECMWF/ERA5_LAND/DAILY_AGGR')",
         "provider": "Daily Aggregates: Google and Copernicus Climate Data Store",
         "state_date": "1950-01-02",
-        "end_date": "2024-07-20",
+        "end_date": "2024-07-24",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind",
@@ -1608,7 +1608,7 @@
         "snippet": "ee.ImageCollection('ECMWF/ERA5_LAND/HOURLY')",
         "provider": "Copernicus Climate Data Store",
         "state_date": "1950-01-01",
-        "end_date": "2024-07-21",
+        "end_date": "2024-07-25",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind",
@@ -2256,7 +2256,7 @@
         "snippet": "ee.ImageCollection('FIRMS')",
         "provider": "NASA / LANCE / EOSDIS",
         "state_date": "2000-11-01",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal",
@@ -2544,7 +2544,7 @@
         "snippet": "ee.ImageCollection('GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED')",
         "provider": "Google Earth Engine",
         "state_date": "2015-06-27",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "google, cloud, sentinel2_derived",
@@ -2562,7 +2562,7 @@
         "snippet": "ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1')",
         "provider": "World Resources Institute",
         "state_date": "2015-06-27",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "global, google, landcover, landuse, nrt, sentinel2_derived",
@@ -2778,7 +2778,7 @@
         "snippet": "ee.ImageCollection('HYCOM/sea_surface_elevation')",
         "provider": "NOPP",
         "state_date": "1992-10-02",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -80.48, 180, 80.48",
         "deprecated": false,
         "keywords": "elevation, hycom, nopp, ocean, ssh, water",
@@ -2796,7 +2796,7 @@
         "snippet": "ee.ImageCollection('HYCOM/sea_temp_salinity')",
         "provider": "NOPP",
         "state_date": "1992-10-02",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -80.48, 180, 80.48",
         "deprecated": false,
         "keywords": "hycom, nopp, ocean, salinity, sst, water, water_temp",
@@ -2814,7 +2814,7 @@
         "snippet": "ee.ImageCollection('HYCOM/sea_water_velocity')",
         "provider": "NOPP",
         "state_date": "1992-10-02",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -80.48, 180, 80.48",
         "deprecated": false,
         "keywords": "hycom, nopp, ocean, velocity, water",
@@ -2832,7 +2832,7 @@
         "snippet": "ee.ImageCollection('IDAHO_EPSCOR/GRIDMET')",
         "provider": "University of California Merced",
         "state_date": "1979-01-01",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-124.9, 24.9, -66.8, 49.6",
         "deprecated": false,
         "keywords": "climate, fireburning, gridmet, humidity, merced, metdata, nfdrs, precipitation, radiation, temperature, wind",
@@ -3570,7 +3570,7 @@
         "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V3')",
         "provider": "Global Change Observation Mission (GCOM)",
         "state_date": "2021-11-29",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index",
@@ -3624,7 +3624,7 @@
         "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V3')",
         "provider": "Global Change Observation Mission (GCOM)",
         "state_date": "2021-11-29",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst",
@@ -3678,7 +3678,7 @@
         "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V3')",
         "provider": "Global Change Observation Mission (GCOM)",
         "state_date": "2021-11-29",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color",
@@ -3732,7 +3732,7 @@
         "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V3')",
         "provider": "Global Change Observation Mission (GCOM)",
         "state_date": "2021-11-29",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst",
@@ -3750,7 +3750,7 @@
         "snippet": "ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/operational')",
         "provider": "JAXA Earth Observation Research Center",
         "state_date": "2014-03-01",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -60, 180, 60",
         "deprecated": false,
         "keywords": "climate, geophysical, gpm, hourly, jaxa, precipitation, weather",
@@ -3786,7 +3786,7 @@
         "snippet": "ee.ImageCollection('JAXA/GPM_L3/GSMaP/v7/operational')",
         "provider": "JAXA Earth Observation Research Center",
         "state_date": "2014-03-01",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -60, 180, 60",
         "deprecated": false,
         "keywords": "climate, geophysical, gpm, hourly, jaxa, precipitation, weather",
@@ -3804,7 +3804,7 @@
         "snippet": "ee.ImageCollection('JAXA/GPM_L3/GSMaP/v8/operational')",
         "provider": "JAXA Earth Observation Research Center",
         "state_date": "1998-01-01",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -60, 180, 60",
         "deprecated": false,
         "keywords": "climate, geophysical, gpm, hourly, jaxa, precipitation, weather",
@@ -5244,7 +5244,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC08/C02/T1_L2')",
         "provider": "USGS",
         "state_date": "2013-03-18",
-        "end_date": "2024-07-26",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs",
@@ -5262,7 +5262,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC08/C02/T1_RT')",
         "provider": "USGS",
         "state_date": "2013-03-18",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "c2, global, l8, landsat, lc8, nrt, oli_tirs, radiance, rt, t1, tier1, usgs",
@@ -5280,7 +5280,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC08/C02/T1_RT_TOA')",
         "provider": "USGS/Google",
         "state_date": "2013-03-18",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "c2, global, l8, landsat, lc8, toa, usgs",
@@ -5334,7 +5334,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC08/C02/T2_L2')",
         "provider": "USGS",
         "state_date": "2013-03-18",
-        "end_date": "2024-07-21",
+        "end_date": "2024-07-26",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs",
@@ -5370,7 +5370,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T1')",
         "provider": "USGS",
         "state_date": "2021-10-31",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "c2, global, l9, landsat, lc9, oli_tirs, radiance, t1, tier1, usgs",
@@ -5388,7 +5388,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T1_L2')",
         "provider": "USGS",
         "state_date": "2021-10-31",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs",
@@ -5406,7 +5406,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T1_TOA')",
         "provider": "USGS/Google",
         "state_date": "2021-10-31",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "c2, global, landsat, toa, usgs",
@@ -5424,7 +5424,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T2')",
         "provider": "USGS",
         "state_date": "2021-11-02",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "c2, global, l9, landsat, lc9, oli_tirs, radiance, t2, tier2, usgs",
@@ -5442,7 +5442,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T2_L2')",
         "provider": "USGS",
         "state_date": "2021-10-31",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs",
@@ -5460,7 +5460,7 @@
         "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T2_TOA')",
         "provider": "USGS/Google",
         "state_date": "2021-11-02",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "c2, global, l9, landsat, lc9, toa, usgs",
@@ -7260,7 +7260,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MCD15A3H')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2002-07-04",
-        "end_date": "2024-07-23",
+        "end_date": "2024-07-27",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "4_day, fpar, global, lai, mcd15a3h, modis, nasa, usgs, vegetation",
@@ -7314,7 +7314,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MCD19A1_GRANULES')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-12-21",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "aerosol, aod, aqua, daily, global, maiac, modis, nasa, terra, usgs",
@@ -7332,7 +7332,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MCD19A2_GRANULES')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "aerosol, aod, aqua, daily, global, maiac, mcd19a2, modis, nasa, terra, usgs",
@@ -7494,7 +7494,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MOD09CMG')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "brightness_temperature, ozone, surface_reflectance, terra",
@@ -7512,7 +7512,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MOD09GA')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "daily, global, mod09ga, modis, nasa, sr, surface_reflectance, terra, usgs",
@@ -7530,7 +7530,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MOD09GQ')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "daily, global, mod09gq, modis, nasa, sr, surface_reflectance, terra, usgs",
@@ -7566,7 +7566,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MOD10A1')",
         "provider": "NASA NSIDC DAAC at CIRES",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "albedo, daily, geophysical, global, mod10a1, modis, nasa, nsidc, snow, terra",
@@ -7584,7 +7584,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MOD11A1')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "daily, emissivity, global, lst, mod11a1, modis, nasa, surface_temperature, terra, usgs",
@@ -7854,7 +7854,7 @@
         "snippet": "ee.ImageCollection('MODIS/061/MOD21A1D')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2000-02-24",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs",
@@ -9438,7 +9438,7 @@
         "snippet": "ee.ImageCollection('NASA/GEOS-CF/v1/fcst/htf')",
         "provider": "NASA / GMAO",
         "state_date": "2022-10-01",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "composition, forecast, geos, gmao, nasa",
@@ -9456,7 +9456,7 @@
         "snippet": "ee.ImageCollection('NASA/GEOS-CF/v1/fcst/tavg1hr')",
         "provider": "NASA / GMAO",
         "state_date": "2022-10-01",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "composition, forecast, geos, gmao, nasa",
@@ -9474,7 +9474,7 @@
         "snippet": "ee.ImageCollection('NASA/GEOS-CF/v1/rpl/htf')",
         "provider": "NASA / GMAO",
         "state_date": "2018-01-01",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "composition, forecast, geos, gmao, nasa",
@@ -9492,7 +9492,7 @@
         "snippet": "ee.ImageCollection('NASA/GEOS-CF/v1/rpl/tavg1hr')",
         "provider": "NASA / GMAO",
         "state_date": "2018-01-01",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "composition, forecast, geos, gmao, nasa",
@@ -9924,7 +9924,7 @@
         "snippet": "ee.ImageCollection('NASA/HLS/HLSL30/v002')",
         "provider": "NASA LP DAAC",
         "state_date": "2013-04-11",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "landsat, nasa, sentinel, usgs",
@@ -9960,7 +9960,7 @@
         "snippet": "ee.ImageCollection('NASA/LANCE/NOAA20_VIIRS/C2')",
         "provider": "NASA / LANCE / NOAA20_VIIRS",
         "state_date": "2023-10-08",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs",
@@ -9978,7 +9978,7 @@
         "snippet": "ee.ImageCollection('NASA/LANCE/SNPP_VIIRS/C2')",
         "provider": "NASA / LANCE / SNPP_VIIRS",
         "state_date": "2023-09-03",
-        "end_date": "2024-07-23",
+        "end_date": "2024-07-31",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs",
@@ -10086,7 +10086,7 @@
         "snippet": "ee.ImageCollection('NASA/NLDAS/FORA0125_H002')",
         "provider": "NASA GES DISC at NASA Goddard Space Flight Center",
         "state_date": "1979-01-01",
-        "end_date": "2024-07-27",
+        "end_date": "2024-07-28",
         "bbox": "-125.15, 24.85, -66.85, 53.28",
         "deprecated": false,
         "keywords": "climate, evaporation, forcing, geophysical, hourly, humidity, ldas, nasa, nldas, precipitation, pressure, radiation, temperature, wind",
@@ -10230,7 +10230,7 @@
         "snippet": "ee.ImageCollection('NASA/SMAP/SPL3SMP_E/006')",
         "provider": "Google and NSIDC",
         "state_date": "2023-12-04",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -84, 180, 84",
         "deprecated": false,
         "keywords": "drought, nasa, smap, soil_moisture, surface, weather",
@@ -10338,7 +10338,7 @@
         "snippet": "ee.ImageCollection('NCEP_RE/sea_level_pressure')",
         "provider": "NCEP",
         "state_date": "1948-01-01",
-        "end_date": "2024-07-28",
+        "end_date": "2024-07-29",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "atmosphere, climate, geophysical, ncep, noaa, pressure, reanalysis",
@@ -10356,7 +10356,7 @@
         "snippet": "ee.ImageCollection('NCEP_RE/surface_temp')",
         "provider": "NCEP",
         "state_date": "1948-01-01",
-        "end_date": "2024-07-28",
+        "end_date": "2024-07-29",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "atmosphere, climate, geophysical, ncep, noaa, reanalysis, temperature",
@@ -10374,7 +10374,7 @@
         "snippet": "ee.ImageCollection('NCEP_RE/surface_wv')",
         "provider": "NCEP",
         "state_date": "1948-01-01",
-        "end_date": "2024-07-28",
+        "end_date": "2024-07-29",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "atmosphere, climate, geophysical, ncep, noaa, precipitable, reanalysis, vapor",
@@ -10608,7 +10608,7 @@
         "snippet": "ee.ImageCollection('NOAA/CDR/OISST/V2_1')",
         "provider": "NOAA",
         "state_date": "1981-09-01",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature",
@@ -10680,7 +10680,7 @@
         "snippet": "ee.ImageCollection('NOAA/CFSR')",
         "provider": "NOAA NWS National Centers for Environmental Prediction (NCEP)",
         "state_date": "2018-12-13",
-        "end_date": "2024-07-28",
+        "end_date": "2024-08-01",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather",
@@ -10698,7 +10698,7 @@
         "snippet": "ee.ImageCollection('NOAA/CFSV2/FOR6H')",
         "provider": "NOAA NWS National Centers for Environmental Prediction (NCEP)",
         "state_date": "1979-01-01",
-        "end_date": "2024-07-28",
+        "end_date": "2024-08-01",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather",
@@ -10752,7 +10752,7 @@
         "snippet": "ee.ImageCollection('NOAA/GFS0P25')",
         "provider": "NOAA/NCEP/EMC",
         "state_date": "2015-07-01",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "climate, cloud, emc, flux, forecast, geophysical, gfs, humidity, ncep, noaa, precipitation, radiation, temperature, vapor, weather, wind",
@@ -10770,7 +10770,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/16/FDCC')",
         "provider": "NOAA",
         "state_date": "2017-05-24",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-152.11, 14, -49.18, 56.77",
         "deprecated": false,
         "keywords": "abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire",
@@ -10788,7 +10788,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/16/FDCF')",
         "provider": "NOAA",
         "state_date": "2017-05-24",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire",
@@ -10806,7 +10806,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/16/MCMIPC')",
         "provider": "NOAA",
         "state_date": "2017-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-152.11, 14, -49.18, 56.77",
         "deprecated": false,
         "keywords": "abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather",
@@ -10824,7 +10824,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/16/MCMIPF')",
         "provider": "NOAA",
         "state_date": "2017-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather",
@@ -10842,7 +10842,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/16/MCMIPM')",
         "provider": "NOAA",
         "state_date": "2017-07-10",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather",
@@ -10950,7 +10950,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/18/FDCC')",
         "provider": "NOAA",
         "state_date": "2022-10-13",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, 14.57, 180, 53.51",
         "deprecated": false,
         "keywords": "abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire",
@@ -10968,7 +10968,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/18/FDCF')",
         "provider": "NOAA",
         "state_date": "2022-10-13",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire",
@@ -10986,7 +10986,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/18/MCMIPC')",
         "provider": "NOAA",
         "state_date": "2018-12-04",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, 14.57, 180, 53.51",
         "deprecated": false,
         "keywords": "abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather",
@@ -11004,7 +11004,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/18/MCMIPF')",
         "provider": "NOAA",
         "state_date": "2018-12-04",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather",
@@ -11022,7 +11022,7 @@
         "snippet": "ee.ImageCollection('NOAA/GOES/18/MCMIPM')",
         "provider": "NOAA",
         "state_date": "2018-12-04",
-        "end_date": "2024-08-01",
+        "end_date": "2024-08-02",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather",
@@ -11130,7 +11130,7 @@
         "snippet": "ee.ImageCollection('NOAA/NWS/RTMA')",
         "provider": "NOAA/NWS",
         "state_date": "2011-01-01",
-        "end_date": "2024-07-31",
+        "end_date": "2024-08-01",
         "bbox": "-130.17, 20.15, -60.81, 52.91",
         "deprecated": false,
         "keywords": "climate, cloud, geophysical, humidity, noaa, nws, precipitation, pressure, rtma, surface, temperature, visibility, weather, wind",
@@ -11364,7 +11364,7 @@
         "snippet": "ee.ImageCollection('NOAA/VIIRS/001/VNP46A2')",
         "provider": "NASA LP DAAC at the USGS EROS Center",
         "state_date": "2012-01-19",
-        "end_date": "2024-07-03",
+        "end_date": "2024-07-05",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "brdf, daily, nasa, noaa, viirs",
@@ -11508,7 +11508,7 @@
         "snippet": "ee.ImageCollection('OREGONSTATE/PRISM/AN81d')",
         "provider": "PRISM / OREGONSTATE",
         "state_date": "1981-01-01",
-        "end_date": "2024-07-28",
+        "end_date": "2024-07-29",
         "bbox": "-125, 24, -66, 50",
         "deprecated": false,
         "keywords": "climate, daily, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather",
@@ -12642,7 +12642,7 @@
         "snippet": "ee.ImageCollection('TOMS/MERGED')",
         "provider": "NASA / GES DISC",
         "state_date": "1978-11-01",
-        "end_date": "2024-07-29",
+        "end_date": "2024-07-30",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "atmosphere, aura, climate, geophysical, ges_disc, goddard, nasa, omi, ozone, toms",
@@ -14280,7 +14280,7 @@
         "snippet": "ee.ImageCollection('UTOKYO/WTLAB/KBDI/v1')",
         "provider": "Institute of Industrial Science, The University of Tokyo, Japan",
         "state_date": "2007-01-01",
-        "end_date": "2024-07-30",
+        "end_date": "2024-07-31",
         "bbox": "60, -60, 180, 60",
         "deprecated": false,
         "keywords": "drought, kbdi, lst_derived, rainfall, utokyo, wtlab",
@@ -15720,7 +15720,7 @@
         "snippet": "ee.ImageCollection('projects/sat-io/open-datasets/us-drought-monitor')",
         "provider": "National Drought Mitigation Center",
         "state_date": "2000-01-04",
-        "end_date": "2024-07-16",
+        "end_date": "2024-07-23",
         "bbox": "-180, -90, 180, 90",
         "deprecated": false,
         "keywords": "drought, ndmc, noaa, usda",
diff --git a/gee_catalog.tsv b/gee_catalog.tsv
index 58b1b1d..c5614d0 100644
--- a/gee_catalog.tsv
+++ b/gee_catalog.tsv
@@ -5,7 +5,7 @@ ACA/reef_habitat/v2_0	Allen Coral Atlas (ACA) - Geomorphic Zonation and Benthic
 AHN/AHN2_05M_INT	AHN Netherlands 0.5m DEM, Interpolated	image	ee.Image('AHN/AHN2_05M_INT')	AHN	2012-01-01	2012-01-01	3.35, 50.74, 7.24, 53.55	False	ahn, dem, elevation, geophysical, lidar, netherlands	https://storage.googleapis.com/earthengine-stac/catalog/AHN/AHN_AHN2_05M_INT.json	https://developers.google.com/earth-engine/datasets/catalog/AHN_AHN2_05M_INT	CC0-1.0
 AHN/AHN2_05M_NON	AHN Netherlands 0.5m DEM, Non-Interpolated	image	ee.Image('AHN/AHN2_05M_NON')	AHN	2012-01-01	2012-01-01	3.35, 50.74, 7.24, 53.55	False	ahn, dem, elevation, geophysical, lidar, netherlands	https://storage.googleapis.com/earthengine-stac/catalog/AHN/AHN_AHN2_05M_NON.json	https://developers.google.com/earth-engine/datasets/catalog/AHN_AHN2_05M_NON	CC0-1.0
 AHN/AHN2_05M_RUW	AHN Netherlands 0.5m DEM, Raw Samples	image	ee.Image('AHN/AHN2_05M_RUW')	AHN	2012-01-01	2012-01-01	3.35, 50.74, 7.24, 53.55	False	ahn, dem, elevation, geophysical, lidar, netherlands	https://storage.googleapis.com/earthengine-stac/catalog/AHN/AHN_AHN2_05M_RUW.json	https://developers.google.com/earth-engine/datasets/catalog/AHN_AHN2_05M_RUW	CC0-1.0
-ASTER/AST_L1T_003	ASTER L1T Radiance	image_collection	ee.ImageCollection('ASTER/AST_L1T_003')	NASA LP DAAC at the USGS EROS Center	2000-03-04	2024-07-29	-180, -90, 180, 90	False	aster, eos, imagery, nasa, nir, radiance, swir, terra, thermal, tir, toa, usgs, vnir	https://storage.googleapis.com/earthengine-stac/catalog/ASTER/ASTER_AST_L1T_003.json	https://developers.google.com/earth-engine/datasets/catalog/ASTER_AST_L1T_003	proprietary
+ASTER/AST_L1T_003	ASTER L1T Radiance	image_collection	ee.ImageCollection('ASTER/AST_L1T_003')	NASA LP DAAC at the USGS EROS Center	2000-03-04	2024-07-31	-180, -90, 180, 90	False	aster, eos, imagery, nasa, nir, radiance, swir, terra, thermal, tir, toa, usgs, vnir	https://storage.googleapis.com/earthengine-stac/catalog/ASTER/ASTER_AST_L1T_003.json	https://developers.google.com/earth-engine/datasets/catalog/ASTER_AST_L1T_003	proprietary
 AU/GA/AUSTRALIA_5M_DEM	Australian 5M DEM	image_collection	ee.ImageCollection('AU/GA/AUSTRALIA_5M_DEM')	Geoscience Australia	2015-12-01	2015-12-01	114.09, -43.45, 153.64, -9.88	False	australia, dem, elevation, ga, geophysical, geoscience_australia, lidar	https://storage.googleapis.com/earthengine-stac/catalog/AU/AU_GA_AUSTRALIA_5M_DEM.json	https://developers.google.com/earth-engine/datasets/catalog/AU_GA_AUSTRALIA_5M_DEM	CC-BY-4.0
 AU/GA/DEM_1SEC/v10/DEM-H	DEM-H: Australian SRTM Hydrologically Enforced Digital Elevation Model	image	ee.Image('AU/GA/DEM_1SEC/v10/DEM-H')	Geoscience Australia	2010-02-01	2010-02-01	112.99, -44.06, 154, -9.99	False	australia, dem, elevation, ga, geophysical, geoscience_australia, smoothed, srtm	https://storage.googleapis.com/earthengine-stac/catalog/AU/AU_GA_DEM_1SEC_v10_DEM-H.json	https://developers.google.com/earth-engine/datasets/catalog/AU_GA_DEM_1SEC_v10_DEM-H	CC-BY-4.0
 AU/GA/DEM_1SEC/v10/DEM-S	DEM-S: Australian Smoothed Digital Elevation Model	image	ee.Image('AU/GA/DEM_1SEC/v10/DEM-S')	Geoscience Australia	2010-02-01	2010-02-01	112.99, -44.06, 154, -9.99	False	australia, dem, elevation, ga, geophysical, geoscience_australia, smoothed, srtm	https://storage.googleapis.com/earthengine-stac/catalog/AU/AU_GA_DEM_1SEC_v10_DEM-S.json	https://developers.google.com/earth-engine/datasets/catalog/AU_GA_DEM_1SEC_v10_DEM-S	CC-BY-4.0
@@ -37,31 +37,31 @@ COPERNICUS/CORINE/V20/100m	Copernicus CORINE Land Cover	image_collection	ee.Imag
 COPERNICUS/DEM/GLO30	Copernicus DEM GLO-30: Global 30m Digital Elevation Model	image_collection	ee.ImageCollection('COPERNICUS/DEM/GLO30')	Copernicus	2010-12-01	2015-01-31	-180, -90, 180, 90	False	copernicus, dem, elevation, geophysical	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_DEM_GLO30.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_DEM_GLO30	proprietary
 COPERNICUS/Landcover/100m/Proba-V-C3/Global	Copernicus Global Land Cover Layers: CGLS-LC100 Collection 3	image_collection	ee.ImageCollection('COPERNICUS/Landcover/100m/Proba-V-C3/Global')	Copernicus	2015-01-01	2019-12-31	-180, -90, 180, 90	False	copernicus, eea, esa, eu, landcover, proba, probav, vito	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_Landcover_100m_Proba-V-C3_Global.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_Landcover_100m_Proba-V-C3_Global	proprietary
 COPERNICUS/Landcover/100m/Proba-V/Global	Copernicus Global Land Cover Layers: CGLS-LC100 Collection 2 [deprecated]	image_collection	ee.ImageCollection('COPERNICUS/Landcover/100m/Proba-V/Global')	Copernicus	2015-01-01	2015-01-01	-180, -90, 180, 90	True	copernicus, eea, esa, eu, landcover, proba, probav, vito	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_Landcover_100m_Proba-V_Global.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_Landcover_100m_Proba-V_Global	proprietary
-COPERNICUS/S1_GRD	Sentinel-1 SAR GRD: C-band Synthetic Aperture Radar Ground Range Detected, log scaling	image_collection	ee.ImageCollection('COPERNICUS/S1_GRD')	European Union/ESA/Copernicus	2014-10-03	2024-08-01	-180, -90, 180, 90	False	backscatter, copernicus, esa, eu, polarization, radar, sar, sentinel	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S1_GRD.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S1_GRD	proprietary
-COPERNICUS/S2	Sentinel-2 MSI: MultiSpectral Instrument, Level-1C [deprecated]	image_collection	ee.ImageCollection('COPERNICUS/S2')	European Union/ESA/Copernicus	2015-06-27	2024-08-01	-180, -56, 180, 83	True	copernicus, esa, eu, msi, radiance, sentinel	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2	proprietary
-COPERNICUS/S2_CLOUD_PROBABILITY	Sentinel-2: Cloud Probability	image_collection	ee.ImageCollection('COPERNICUS/S2_CLOUD_PROBABILITY')	European Union/ESA/Copernicus/SentinelHub	2015-06-27	2024-08-01	-180, -56, 180, 83	False	cloud, copernicus, esa, eu, msi, radiance, sentinel, sentinelhub	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_CLOUD_PROBABILITY.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_CLOUD_PROBABILITY	proprietary
-COPERNICUS/S2_HARMONIZED	Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-1C	image_collection	ee.ImageCollection('COPERNICUS/S2_HARMONIZED')	European Union/ESA/Copernicus	2015-06-27	2024-08-01	-180, -56, 180, 83	False	copernicus, esa, eu, msi, radiance, sentinel	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_HARMONIZED.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_HARMONIZED	proprietary
-COPERNICUS/S2_SR	Sentinel-2 MSI: MultiSpectral Instrument, Level-2A [deprecated]	image_collection	ee.ImageCollection('COPERNICUS/S2_SR')	European Union/ESA/Copernicus	2017-03-28	2024-08-01	-180, -56, 180, 83	True	copernicus, esa, eu, msi, reflectance, sentinel, sr	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR	proprietary
-COPERNICUS/S2_SR_HARMONIZED	Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-2A	image_collection	ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED')	European Union/ESA/Copernicus	2017-03-28	2024-08-01	-180, -56, 180, 83	False	copernicus, esa, eu, msi, reflectance, sentinel, sr	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR_HARMONIZED.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR_HARMONIZED	proprietary
-COPERNICUS/S3/OLCI	Sentinel-3 OLCI EFR: Ocean and Land Color Instrument Earth Observation Full Resolution	image_collection	ee.ImageCollection('COPERNICUS/S3/OLCI')	European Union/ESA/Copernicus	2016-10-18	2024-07-31	-180, -90, 180, 90	False	copernicus, esa, eu, olci, radiance, sentinel, toa	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S3_OLCI.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S3_OLCI	proprietary
-COPERNICUS/S5P/NRTI/L3_AER_AI	Sentinel-5P NRTI AER AI: Near Real-Time UV Aerosol Index	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_AI')	European Union/ESA/Copernicus	2018-07-10	2024-08-01	-180, -90, 180, 90	False	aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_AI.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_AI	proprietary
-COPERNICUS/S5P/NRTI/L3_AER_LH	Sentinel-5P NRTI AER LH: Near Real-Time UV Aerosol Layer Height	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_LH')	European Union/ESA/Copernicus	2018-07-10	2024-08-01	-180, -90, 180, 90	False	aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_LH.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_LH	proprietary
-COPERNICUS/S5P/NRTI/L3_CLOUD	Sentinel-5P NRTI CLOUD: Near Real-Time Cloud	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CLOUD')	European Union/ESA/Copernicus	2018-07-05	2024-08-01	-180, -90, 180, 90	False	climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CLOUD.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CLOUD	proprietary
-COPERNICUS/S5P/NRTI/L3_CO	Sentinel-5P NRTI CO: Near Real-Time Carbon Monoxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CO')	European Union/ESA/Copernicus	2018-11-22	2024-08-01	-180, -90, 180, 90	False	air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CO.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CO	proprietary
-COPERNICUS/S5P/NRTI/L3_HCHO	Sentinel-5P NRTI HCHO: Near Real-Time Formaldehyde	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_HCHO')	European Union/ESA/Copernicus	2018-10-02	2024-08-01	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_HCHO.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_HCHO	proprietary
-COPERNICUS/S5P/NRTI/L3_NO2	Sentinel-5P NRTI NO2: Near Real-Time Nitrogen Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_NO2')	European Union/ESA/Copernicus	2018-07-10	2024-08-01	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_NO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_NO2	proprietary
-COPERNICUS/S5P/NRTI/L3_O3	Sentinel-5P NRTI O3: Near Real-Time Ozone	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_O3')	European Union/ESA/Copernicus	2018-07-10	2024-08-01	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_O3.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_O3	proprietary
-COPERNICUS/S5P/NRTI/L3_SO2	Sentinel-5P NRTI SO2: Near Real-Time Sulfur Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_SO2')	European Union/ESA/Copernicus	2018-07-10	2024-08-01	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_SO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_SO2	proprietary
+COPERNICUS/S1_GRD	Sentinel-1 SAR GRD: C-band Synthetic Aperture Radar Ground Range Detected, log scaling	image_collection	ee.ImageCollection('COPERNICUS/S1_GRD')	European Union/ESA/Copernicus	2014-10-03	2024-08-02	-180, -90, 180, 90	False	backscatter, copernicus, esa, eu, polarization, radar, sar, sentinel	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S1_GRD.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S1_GRD	proprietary
+COPERNICUS/S2	Sentinel-2 MSI: MultiSpectral Instrument, Level-1C [deprecated]	image_collection	ee.ImageCollection('COPERNICUS/S2')	European Union/ESA/Copernicus	2015-06-27	2024-08-02	-180, -56, 180, 83	True	copernicus, esa, eu, msi, radiance, sentinel	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2	proprietary
+COPERNICUS/S2_CLOUD_PROBABILITY	Sentinel-2: Cloud Probability	image_collection	ee.ImageCollection('COPERNICUS/S2_CLOUD_PROBABILITY')	European Union/ESA/Copernicus/SentinelHub	2015-06-27	2024-08-02	-180, -56, 180, 83	False	cloud, copernicus, esa, eu, msi, radiance, sentinel, sentinelhub	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_CLOUD_PROBABILITY.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_CLOUD_PROBABILITY	proprietary
+COPERNICUS/S2_HARMONIZED	Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-1C	image_collection	ee.ImageCollection('COPERNICUS/S2_HARMONIZED')	European Union/ESA/Copernicus	2015-06-27	2024-08-02	-180, -56, 180, 83	False	copernicus, esa, eu, msi, radiance, sentinel	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_HARMONIZED.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_HARMONIZED	proprietary
+COPERNICUS/S2_SR	Sentinel-2 MSI: MultiSpectral Instrument, Level-2A [deprecated]	image_collection	ee.ImageCollection('COPERNICUS/S2_SR')	European Union/ESA/Copernicus	2017-03-28	2024-08-02	-180, -56, 180, 83	True	copernicus, esa, eu, msi, reflectance, sentinel, sr	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR	proprietary
+COPERNICUS/S2_SR_HARMONIZED	Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-2A	image_collection	ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED')	European Union/ESA/Copernicus	2017-03-28	2024-08-02	-180, -56, 180, 83	False	copernicus, esa, eu, msi, reflectance, sentinel, sr	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR_HARMONIZED.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR_HARMONIZED	proprietary
+COPERNICUS/S3/OLCI	Sentinel-3 OLCI EFR: Ocean and Land Color Instrument Earth Observation Full Resolution	image_collection	ee.ImageCollection('COPERNICUS/S3/OLCI')	European Union/ESA/Copernicus	2016-10-18	2024-08-01	-180, -90, 180, 90	False	copernicus, esa, eu, olci, radiance, sentinel, toa	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S3_OLCI.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S3_OLCI	proprietary
+COPERNICUS/S5P/NRTI/L3_AER_AI	Sentinel-5P NRTI AER AI: Near Real-Time UV Aerosol Index	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_AI')	European Union/ESA/Copernicus	2018-07-10	2024-08-02	-180, -90, 180, 90	False	aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_AI.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_AI	proprietary
+COPERNICUS/S5P/NRTI/L3_AER_LH	Sentinel-5P NRTI AER LH: Near Real-Time UV Aerosol Layer Height	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_LH')	European Union/ESA/Copernicus	2018-07-10	2024-08-02	-180, -90, 180, 90	False	aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_LH.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_LH	proprietary
+COPERNICUS/S5P/NRTI/L3_CLOUD	Sentinel-5P NRTI CLOUD: Near Real-Time Cloud	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CLOUD')	European Union/ESA/Copernicus	2018-07-05	2024-08-02	-180, -90, 180, 90	False	climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CLOUD.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CLOUD	proprietary
+COPERNICUS/S5P/NRTI/L3_CO	Sentinel-5P NRTI CO: Near Real-Time Carbon Monoxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CO')	European Union/ESA/Copernicus	2018-11-22	2024-08-02	-180, -90, 180, 90	False	air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CO.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CO	proprietary
+COPERNICUS/S5P/NRTI/L3_HCHO	Sentinel-5P NRTI HCHO: Near Real-Time Formaldehyde	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_HCHO')	European Union/ESA/Copernicus	2018-10-02	2024-08-02	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_HCHO.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_HCHO	proprietary
+COPERNICUS/S5P/NRTI/L3_NO2	Sentinel-5P NRTI NO2: Near Real-Time Nitrogen Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_NO2')	European Union/ESA/Copernicus	2018-07-10	2024-08-02	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_NO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_NO2	proprietary
+COPERNICUS/S5P/NRTI/L3_O3	Sentinel-5P NRTI O3: Near Real-Time Ozone	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_O3')	European Union/ESA/Copernicus	2018-07-10	2024-08-02	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_O3.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_O3	proprietary
+COPERNICUS/S5P/NRTI/L3_SO2	Sentinel-5P NRTI SO2: Near Real-Time Sulfur Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_SO2')	European Union/ESA/Copernicus	2018-07-10	2024-08-02	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_SO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_SO2	proprietary
 COPERNICUS/S5P/OFFL/L3_AER_AI	Sentinel-5P OFFL AER AI: Offline UV Aerosol Index	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_AI')	European Union/ESA/Copernicus	2018-07-04	2024-07-28	-180, -90, 180, 90	False	aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_AER_AI.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_AER_AI	proprietary
 COPERNICUS/S5P/OFFL/L3_AER_LH	Sentinel-5P OFFL AER LH: Offline UV Aerosol Layer Height	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_LH')	European Union/ESA/Copernicus	2018-07-04	2024-07-24	-180, -90, 180, 90	False	aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_AER_LH.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_AER_LH	proprietary
-COPERNICUS/S5P/OFFL/L3_CH4	Sentinel-5P OFFL CH4: Offline Methane	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CH4')	European Union/ESA/Copernicus	2019-02-08	2024-07-27	-180, -90, 180, 90	False	climate, copernicus, esa, eu, knmi, methane, s5p, sentinel, sron, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CH4.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CH4	proprietary
-COPERNICUS/S5P/OFFL/L3_CLOUD	Sentinel-5P OFFL CLOUD: Near Real-Time Cloud	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CLOUD')	European Union/ESA/Copernicus	2018-07-04	2024-07-27	-180, -90, 180, 90	False	climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CLOUD.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CLOUD	proprietary
+COPERNICUS/S5P/OFFL/L3_CH4	Sentinel-5P OFFL CH4: Offline Methane	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CH4')	European Union/ESA/Copernicus	2019-02-08	2024-07-28	-180, -90, 180, 90	False	climate, copernicus, esa, eu, knmi, methane, s5p, sentinel, sron, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CH4.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CH4	proprietary
+COPERNICUS/S5P/OFFL/L3_CLOUD	Sentinel-5P OFFL CLOUD: Near Real-Time Cloud	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CLOUD')	European Union/ESA/Copernicus	2018-07-04	2024-07-28	-180, -90, 180, 90	False	climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CLOUD.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CLOUD	proprietary
 COPERNICUS/S5P/OFFL/L3_CO	Sentinel-5P OFFL CO: Offline Carbon Monoxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CO')	European Union/ESA/Copernicus	2018-06-28	2024-07-28	-180, -90, 180, 90	False	air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CO.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CO	proprietary
 COPERNICUS/S5P/OFFL/L3_HCHO	Sentinel-5P OFFL HCHO: Offline Formaldehyde	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_HCHO')	European Union/ESA/Copernicus	2018-12-05	2024-07-28	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_HCHO.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_HCHO	proprietary
-COPERNICUS/S5P/OFFL/L3_NO2	Sentinel-5P OFFL NO2: Offline Nitrogen Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_NO2')	European Union/ESA/Copernicus	2018-06-28	2024-07-23	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_NO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_NO2	proprietary
-COPERNICUS/S5P/OFFL/L3_O3	Sentinel-5P OFFL O3: Offline Ozone	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3')	European Union/ESA/Copernicus	2018-09-08	2024-07-27	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3	proprietary
-COPERNICUS/S5P/OFFL/L3_O3_TCL	Sentinel-5P OFFL O3 TCL: Offline Tropospheric Ozone	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3_TCL')	European Union/ESA/Copernicus	2018-04-30	2024-07-16	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3_TCL.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3_TCL	proprietary
-COPERNICUS/S5P/OFFL/L3_SO2	Sentinel-5P OFFL SO2: Offline Sulfur Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_SO2')	European Union/ESA/Copernicus	2018-12-05	2024-07-27	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_SO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_SO2	proprietary
+COPERNICUS/S5P/OFFL/L3_NO2	Sentinel-5P OFFL NO2: Offline Nitrogen Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_NO2')	European Union/ESA/Copernicus	2018-06-28	2024-07-24	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_NO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_NO2	proprietary
+COPERNICUS/S5P/OFFL/L3_O3	Sentinel-5P OFFL O3: Offline Ozone	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3')	European Union/ESA/Copernicus	2018-09-08	2024-07-28	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3	proprietary
+COPERNICUS/S5P/OFFL/L3_O3_TCL	Sentinel-5P OFFL O3 TCL: Offline Tropospheric Ozone	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3_TCL')	European Union/ESA/Copernicus	2018-04-30	2024-07-18	-180, -90, 180, 90	False	air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3_TCL.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3_TCL	proprietary
+COPERNICUS/S5P/OFFL/L3_SO2	Sentinel-5P OFFL SO2: Offline Sulfur Dioxide	image_collection	ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_SO2')	European Union/ESA/Copernicus	2018-12-05	2024-07-28	-180, -90, 180, 90	False	air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi	https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_SO2.json	https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_SO2	proprietary
 CPOM/CryoSat2/ANTARCTICA_DEM	CryoSat-2 Antarctica 1km DEM	image	ee.Image('CPOM/CryoSat2/ANTARCTICA_DEM')	CPOM	2010-07-01	2016-07-01	-180, -88, 180, -60	False	antarctica, cpom, cryosat_2, dem, elevation, polar	https://storage.googleapis.com/earthengine-stac/catalog/CPOM/CPOM_CryoSat2_ANTARCTICA_DEM.json	https://developers.google.com/earth-engine/datasets/catalog/CPOM_CryoSat2_ANTARCTICA_DEM	proprietary
 CSIC/SPEI/2_8	SPEIbase: Standardised Precipitation-Evapotranspiration Index database, Version 2.8 [deprecated]	image_collection	ee.ImageCollection('CSIC/SPEI/2_8')	Spanish National Research Council (CSIC)	1901-01-01	2021-01-01	-180, -90, 180, 90	True	climate, climate_change, drought, evapotranspiration, global, monthly, palmer, precipitation, temperature	https://storage.googleapis.com/earthengine-stac/catalog/CSIC/CSIC_SPEI_2_8.json	https://developers.google.com/earth-engine/datasets/catalog/CSIC_SPEI_2_8	CC-BY-4.0
 CSIC/SPEI/2_9	SPEIbase: Standardised Precipitation-Evapotranspiration Index database, Version 2.9	image_collection	ee.ImageCollection('CSIC/SPEI/2_9')	Spanish National Research Council (CSIC)	1901-01-01	2023-01-01	-180, -90, 180, 90	False	climate, climate_change, drought, evapotranspiration, global, monthly, palmer, precipitation, temperature	https://storage.googleapis.com/earthengine-stac/catalog/CSIC/CSIC_SPEI_2_9.json	https://developers.google.com/earth-engine/datasets/catalog/CSIC_SPEI_2_9	CC-BY-4.0
@@ -84,11 +84,11 @@ CSP/ERGo/1_0/US/topoDiversity	US NED Topographic Diversity	image	ee.Image('CSP/E
 CSP/HM/GlobalHumanModification	CSP gHM: Global Human Modification	image_collection	ee.ImageCollection('CSP/HM/GlobalHumanModification')	Conservation Science Partners	2016-01-01	2016-12-31	-180, -90, 180, 90	False	csp, fragmentation, human_modification, landcover, landscape_gradient, stressors, tnc	https://storage.googleapis.com/earthengine-stac/catalog/CSP/CSP_HM_GlobalHumanModification.json	https://developers.google.com/earth-engine/datasets/catalog/CSP_HM_GlobalHumanModification	CC-BY-NC-SA-4.0
 DLR/WSF/WSF2015/v1	World Settlement Footprint 2015	image	ee.Image('DLR/WSF/WSF2015/v1')	Deutsches Zentrum für Luft- und Raumfahrt (DLR)	2015-01-01	2016-01-01	-180, -90, 180, 90	False	landcover, landsat_derived, sentinel1_derived, settlement, urban	https://storage.googleapis.com/earthengine-stac/catalog/DLR/DLR_WSF_WSF2015_v1.json	https://developers.google.com/earth-engine/datasets/catalog/DLR_WSF_WSF2015_v1	CC0-1.0
 DOE/ORNL/LandScan_HD/Ukraine_202201	LandScan High Definition Data for Ukraine, January 2022	image	ee.Image('DOE/ORNL/LandScan_HD/Ukraine_202201')	Oak Ridge National Laboratory	2022-01-01	2022-02-01	22.125, 44.175, 40.225, 52.4	False	landscan, population, ukraine	https://storage.googleapis.com/earthengine-stac/catalog/DOE/DOE_ORNL_LandScan_HD_Ukraine_202201.json	https://developers.google.com/earth-engine/datasets/catalog/DOE_ORNL_LandScan_HD_Ukraine_202201	CC-BY-4.0
-ECMWF/CAMS/NRT	Copernicus Atmosphere Monitoring Service (CAMS) Global Near-Real-Time	image_collection	ee.ImageCollection('ECMWF/CAMS/NRT')	European Centre for Medium-Range Weather Forecasts (ECMWF)	2016-06-22	2024-08-01	-180, -90, 180, 90	False	aerosol, atmosphere, climate, copernicus, ecmwf, forecast, particulate_matter	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_CAMS_NRT.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_CAMS_NRT	proprietary
+ECMWF/CAMS/NRT	Copernicus Atmosphere Monitoring Service (CAMS) Global Near-Real-Time	image_collection	ee.ImageCollection('ECMWF/CAMS/NRT')	European Centre for Medium-Range Weather Forecasts (ECMWF)	2016-06-22	2024-08-02	-180, -90, 180, 90	False	aerosol, atmosphere, climate, copernicus, ecmwf, forecast, particulate_matter	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_CAMS_NRT.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_CAMS_NRT	proprietary
 ECMWF/ERA5/DAILY	ERA5 Daily Aggregates - Latest Climate Reanalysis Produced by ECMWF / Copernicus Climate Change Service	image_collection	ee.ImageCollection('ECMWF/ERA5/DAILY')	ECMWF / Copernicus Climate Change Service	1979-01-02	2020-07-09	-180, -90, 180, 90	False	climate, copernicus, dewpoint, ecmwf, era5, precipitation, pressure, reanalysis, surface, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_DAILY.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_DAILY	proprietary
 ECMWF/ERA5/MONTHLY	ERA5 Monthly Aggregates - Latest Climate Reanalysis Produced by ECMWF / Copernicus Climate Change Service	image_collection	ee.ImageCollection('ECMWF/ERA5/MONTHLY')	ECMWF / Copernicus Climate Change Service	1979-01-01	2020-06-01	-180, -90, 180, 90	False	climate, copernicus, dewpoint, ecmwf, era5, precipitation, pressure, reanalysis, surface, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_MONTHLY.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_MONTHLY	proprietary
-ECMWF/ERA5_LAND/DAILY_AGGR	ERA5-Land Daily Aggregated - ECMWF Climate Reanalysis	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/DAILY_AGGR')	Daily Aggregates: Google and Copernicus Climate Data Store	1950-01-02	2024-07-20	-180, -90, 180, 90	False	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_DAILY_AGGR.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_DAILY_AGGR	proprietary
-ECMWF/ERA5_LAND/HOURLY	ERA5-Land Hourly - ECMWF Climate Reanalysis	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/HOURLY')	Copernicus Climate Data Store	1950-01-01	2024-07-21	-180, -90, 180, 90	False	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_HOURLY.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_HOURLY	proprietary
+ECMWF/ERA5_LAND/DAILY_AGGR	ERA5-Land Daily Aggregated - ECMWF Climate Reanalysis	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/DAILY_AGGR')	Daily Aggregates: Google and Copernicus Climate Data Store	1950-01-02	2024-07-24	-180, -90, 180, 90	False	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_DAILY_AGGR.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_DAILY_AGGR	proprietary
+ECMWF/ERA5_LAND/HOURLY	ERA5-Land Hourly - ECMWF Climate Reanalysis	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/HOURLY')	Copernicus Climate Data Store	1950-01-01	2024-07-25	-180, -90, 180, 90	False	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_HOURLY.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_HOURLY	proprietary
 ECMWF/ERA5_LAND/MONTHLY	ERA5-Land Monthly Averaged - ECMWF Climate Reanalysis [deprecated]	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY')	Copernicus Climate Data Store	1950-02-01	2023-04-01	-180, -90, 180, 90	True	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_MONTHLY.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY	proprietary
 ECMWF/ERA5_LAND/MONTHLY_AGGR	ERA5-Land Monthly Aggregated - ECMWF Climate Reanalysis	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY_AGGR')	Monthly Aggregates: Google and Copernicus Climate Data Store	1950-02-01	2024-06-01	-180, -90, 180, 90	False	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_MONTHLY_AGGR.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY_AGGR	proprietary
 ECMWF/ERA5_LAND/MONTHLY_BY_HOUR	ERA5-Land Monthly Averaged by Hour of Day - ECMWF Climate Reanalysis	image_collection	ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY_BY_HOUR')	Climate Data Store	1950-01-01	2024-06-01	-180, -90, 180, 90	False	cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind	https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_MONTHLY_BY_HOUR.json	https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY_BY_HOUR	proprietary
@@ -124,7 +124,7 @@ FAO/WAPOR/2/L1_NPP_D	WAPOR Dekadal Net Primary Production 2.0	image_collection	e
 FAO/WAPOR/2/L1_RET_D	WAPOR Dekadal Reference Evapotranspiration 2.0	image_collection	ee.ImageCollection('FAO/WAPOR/2/L1_RET_D')	FAO UN	2009-01-01	2023-03-11	-30.15, -39.9953437, 65.13, 40.0044643	False	agriculture, fao, wapor, water	https://storage.googleapis.com/earthengine-stac/catalog/FAO/FAO_WAPOR_2_L1_RET_D.json	https://developers.google.com/earth-engine/datasets/catalog/FAO_WAPOR_2_L1_RET_D	proprietary
 FAO/WAPOR/2/L1_RET_E	WAPOR Daily Reference Evapotranspiration 2.0	image_collection	ee.ImageCollection('FAO/WAPOR/2/L1_RET_E')	FAO UN	2009-01-01	2023-03-20	-30.15, -39.9953437, 65.13, 40.0044643	False	agriculture, fao, wapor, water	https://storage.googleapis.com/earthengine-stac/catalog/FAO/FAO_WAPOR_2_L1_RET_E.json	https://developers.google.com/earth-engine/datasets/catalog/FAO_WAPOR_2_L1_RET_E	proprietary
 FAO/WAPOR/2/L1_T_D	WAPOR Dekadal Transpiration 2.0	image_collection	ee.ImageCollection('FAO/WAPOR/2/L1_T_D')	FAO UN	2009-01-01	2023-03-01	-30.0044643, -40.0044644, 65.0044644, 40.0044643	False	agriculture, fao, wapor, water	https://storage.googleapis.com/earthengine-stac/catalog/FAO/FAO_WAPOR_2_L1_T_D.json	https://developers.google.com/earth-engine/datasets/catalog/FAO_WAPOR_2_L1_T_D	proprietary
-FIRMS	FIRMS: Fire Information for Resource Management System	image_collection	ee.ImageCollection('FIRMS')	NASA / LANCE / EOSDIS	2000-11-01	2024-07-27	-180, -90, 180, 90	False	eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal	https://storage.googleapis.com/earthengine-stac/catalog/FIRMS/FIRMS.json	https://developers.google.com/earth-engine/datasets/catalog/FIRMS	proprietary
+FIRMS	FIRMS: Fire Information for Resource Management System	image_collection	ee.ImageCollection('FIRMS')	NASA / LANCE / EOSDIS	2000-11-01	2024-07-31	-180, -90, 180, 90	False	eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal	https://storage.googleapis.com/earthengine-stac/catalog/FIRMS/FIRMS.json	https://developers.google.com/earth-engine/datasets/catalog/FIRMS	proprietary
 FORMA/FORMA_500m	FORMA Global Forest Watch Deforestation Alerts, 500m [deprecated]	image	ee.Image('FORMA/FORMA_500m')	Global Forest Watch, World Resources Institute	2006-01-01	2015-06-10	-180, -90, 180, 90	True	alerts, deforestation, forest, forma, geophysical, gfw, modis, nasa, wri	https://storage.googleapis.com/earthengine-stac/catalog/FORMA/FORMA_FORMA_500m.json	https://developers.google.com/earth-engine/datasets/catalog/FORMA_FORMA_500m	proprietary
 Finland/MAVI/VV/50cm	Finland NRG NLS orthophotos 50 cm by Mavi	image_collection	ee.ImageCollection('Finland/MAVI/VV/50cm')	NLS orthophotos	2015-01-01	2018-01-01	59, 18, 69.4, 29.2	False	falsecolor, finland, mavi, nrg, orthophoto	https://storage.googleapis.com/earthengine-stac/catalog/Finland/Finland_MAVI_VV_50cm.json	https://developers.google.com/earth-engine/datasets/catalog/Finland_MAVI_VV_50cm	CC-BY-4.0
 Finland/SMK/V/50cm	Finland RGB NLS orthophotos 50 cm by SMK	image_collection	ee.ImageCollection('Finland/SMK/V/50cm')	NLS orthophotos	2015-01-01	2023-01-01	59, 18, 69.4, 29.2	False	finland, orthophoto, rgb, smk	https://storage.googleapis.com/earthengine-stac/catalog/Finland/Finland_SMK_V_50cm.json	https://developers.google.com/earth-engine/datasets/catalog/Finland_SMK_V_50cm	proprietary
@@ -140,8 +140,8 @@ GLIMS/20230607	GLIMS 2023: Global Land Ice Measurements From Space	table	ee.Feat
 GLIMS/current	GLIMS Current: Global Land Ice Measurements From Space	table	ee.FeatureCollection('GLIMS/current')	National Snow and Ice Data Center (NSDIC)	1750-01-01	2023-06-07	-180, -90, 180, 90	False	glacier, glims, ice, landcover, nasa, nsidc, snow	https://storage.googleapis.com/earthengine-stac/catalog/GLIMS/GLIMS_current.json	https://developers.google.com/earth-engine/datasets/catalog/GLIMS_current	proprietary
 GLOBAL_FLOOD_DB/MODIS_EVENTS/V1	Global Flood Database v1 (2000-2018)	image_collection	ee.ImageCollection('GLOBAL_FLOOD_DB/MODIS_EVENTS/V1')	Cloud to Street (C2S) / Dartmouth Flood Observatory (DFO)	2000-02-17	2018-12-10	-180, -90, 180, 90	False	c2s, cloudtostreet, dartmouth, dfo, flood, gfd, inundation, surface, water	https://storage.googleapis.com/earthengine-stac/catalog/GLOBAL_FLOOD_DB/GLOBAL_FLOOD_DB_MODIS_EVENTS_V1.json	https://developers.google.com/earth-engine/datasets/catalog/GLOBAL_FLOOD_DB_MODIS_EVENTS_V1	CC-BY-NC-4.0
 GOOGLE/AirView/California_Unified_2015_2019	Google Street View Air Quality: High Resolution Air Pollution Mapping in California	table	ee.FeatureCollection('GOOGLE/AirView/California_Unified_2015_2019')	Google / Aclima	2015-05-28	2019-06-07	-180, -90, 180, 90	False	air_quality, nitrogen_dioxide, pollution	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_AirView_California_Unified_2015_2019.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_AirView_California_Unified_2015_2019	CC-BY-NC-4.0
-GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED	Cloud Score+ S2_HARMONIZED V1	image_collection	ee.ImageCollection('GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED')	Google Earth Engine	2015-06-27	2024-08-01	-180, -90, 180, 90	False	google, cloud, sentinel2_derived	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED	CC-BY-4.0
-GOOGLE/DYNAMICWORLD/V1	Dynamic World V1	image_collection	ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1')	World Resources Institute	2015-06-27	2024-08-01	-180, -90, 180, 90	False	global, google, landcover, landuse, nrt, sentinel2_derived	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_DYNAMICWORLD_V1.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_DYNAMICWORLD_V1	CC-BY-4.0
+GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED	Cloud Score+ S2_HARMONIZED V1	image_collection	ee.ImageCollection('GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED')	Google Earth Engine	2015-06-27	2024-08-02	-180, -90, 180, 90	False	google, cloud, sentinel2_derived	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED	CC-BY-4.0
+GOOGLE/DYNAMICWORLD/V1	Dynamic World V1	image_collection	ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1')	World Resources Institute	2015-06-27	2024-08-02	-180, -90, 180, 90	False	global, google, landcover, landuse, nrt, sentinel2_derived	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_DYNAMICWORLD_V1.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_DYNAMICWORLD_V1	CC-BY-4.0
 GOOGLE/GLOBAL_CCDC/V1	Google Global Landsat-based CCDC Segments (1999-2019)	image_collection	ee.ImageCollection('GOOGLE/GLOBAL_CCDC/V1')	Google	1999-01-01	2020-01-01	-180, -60, 180, 72	False	change_detection, google, landcover, landsat_derived, landuse	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_GLOBAL_CCDC_V1.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_GLOBAL_CCDC_V1	CC-BY-4.0
 GOOGLE/Research/open-buildings/v1/polygons	Open Buildings V1 Polygons [deprecated]	table	ee.FeatureCollection('GOOGLE/Research/open-buildings/v1/polygons')	Google Research - Open Buildings	2021-04-30	2021-04-30	-180, -90, 180, 90	True	africa, building, built_up, open_buildings, structure	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_Research_open-buildings_v1_polygons.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_Research_open-buildings_v1_polygons	CC-BY-4.0
 GOOGLE/Research/open-buildings/v2/polygons	Open Buildings V2 Polygons [deprecated]	table	ee.FeatureCollection('GOOGLE/Research/open-buildings/v2/polygons')	Google Research - Open Buildings	2022-08-30	2022-08-30	-180, -90, 180, 90	True	africa, asia, building, built_up, open_buildings, south_asia, southeast_asia, structure	https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_Research_open-buildings_v2_polygons.json	https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_Research_open-buildings_v2_polygons	CC-BY-4.0
@@ -153,10 +153,10 @@ HU_BERLIN/EPFD/V2/polygons	European Primary Forest Dataset - Polygons	table	ee.F
 HYCOM/GLBu0_08/sea_surface_elevation	HYCOM: Hybrid Coordinate Ocean Model, Sea Surface Elevation [deprecated]	image_collection	ee.ImageCollection('HYCOM/GLBu0_08/sea_surface_elevation')	NOPP	1992-10-02	2018-12-09	-180, -80.48, 180, 80.48	True	elevation, hycom, nopp, ocean, ssh, water	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_GLBu0_08_sea_surface_elevation.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_GLBu0_08_sea_surface_elevation	proprietary
 HYCOM/GLBu0_08/sea_temp_salinity	HYCOM: Hybrid Coordinate Ocean Model, Water Temperature and Salinity [deprecated]	image_collection	ee.ImageCollection('HYCOM/GLBu0_08/sea_temp_salinity')	NOPP	1992-10-02	2018-12-09	-180, -80.48, 180, 80.48	True	hycom, nopp, ocean, salinity, sst, water, water_temp	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_GLBu0_08_sea_temp_salinity.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_GLBu0_08_sea_temp_salinity	proprietary
 HYCOM/GLBu0_08/sea_water_velocity	HYCOM: Hybrid Coordinate Ocean Model, Water Velocity [deprecated]	image_collection	ee.ImageCollection('HYCOM/GLBu0_08/sea_water_velocity')	NOPP	1992-10-02	2018-12-09	-180, -80.48, 180, 80.48	True	hycom, nopp, ocean, velocity, water	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_GLBu0_08_sea_water_velocity.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_GLBu0_08_sea_water_velocity	proprietary
-HYCOM/sea_surface_elevation	HYCOM: Hybrid Coordinate Ocean Model, Sea Surface Elevation	image_collection	ee.ImageCollection('HYCOM/sea_surface_elevation')	NOPP	1992-10-02	2024-07-31	-180, -80.48, 180, 80.48	False	elevation, hycom, nopp, ocean, ssh, water	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_sea_surface_elevation.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_sea_surface_elevation	proprietary
-HYCOM/sea_temp_salinity	HYCOM: Hybrid Coordinate Ocean Model, Water Temperature and Salinity	image_collection	ee.ImageCollection('HYCOM/sea_temp_salinity')	NOPP	1992-10-02	2024-07-31	-180, -80.48, 180, 80.48	False	hycom, nopp, ocean, salinity, sst, water, water_temp	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_sea_temp_salinity.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_sea_temp_salinity	proprietary
-HYCOM/sea_water_velocity	HYCOM: Hybrid Coordinate Ocean Model, Water Velocity	image_collection	ee.ImageCollection('HYCOM/sea_water_velocity')	NOPP	1992-10-02	2024-07-31	-180, -80.48, 180, 80.48	False	hycom, nopp, ocean, velocity, water	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_sea_water_velocity.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_sea_water_velocity	proprietary
-IDAHO_EPSCOR/GRIDMET	GRIDMET: University of Idaho Gridded Surface Meteorological Dataset	image_collection	ee.ImageCollection('IDAHO_EPSCOR/GRIDMET')	University of California Merced	1979-01-01	2024-07-29	-124.9, 24.9, -66.8, 49.6	False	climate, fireburning, gridmet, humidity, merced, metdata, nfdrs, precipitation, radiation, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/IDAHO_EPSCOR/IDAHO_EPSCOR_GRIDMET.json	https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_GRIDMET	proprietary
+HYCOM/sea_surface_elevation	HYCOM: Hybrid Coordinate Ocean Model, Sea Surface Elevation	image_collection	ee.ImageCollection('HYCOM/sea_surface_elevation')	NOPP	1992-10-02	2024-08-01	-180, -80.48, 180, 80.48	False	elevation, hycom, nopp, ocean, ssh, water	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_sea_surface_elevation.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_sea_surface_elevation	proprietary
+HYCOM/sea_temp_salinity	HYCOM: Hybrid Coordinate Ocean Model, Water Temperature and Salinity	image_collection	ee.ImageCollection('HYCOM/sea_temp_salinity')	NOPP	1992-10-02	2024-08-01	-180, -80.48, 180, 80.48	False	hycom, nopp, ocean, salinity, sst, water, water_temp	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_sea_temp_salinity.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_sea_temp_salinity	proprietary
+HYCOM/sea_water_velocity	HYCOM: Hybrid Coordinate Ocean Model, Water Velocity	image_collection	ee.ImageCollection('HYCOM/sea_water_velocity')	NOPP	1992-10-02	2024-08-01	-180, -80.48, 180, 80.48	False	hycom, nopp, ocean, velocity, water	https://storage.googleapis.com/earthengine-stac/catalog/HYCOM/HYCOM_sea_water_velocity.json	https://developers.google.com/earth-engine/datasets/catalog/HYCOM_sea_water_velocity	proprietary
+IDAHO_EPSCOR/GRIDMET	GRIDMET: University of Idaho Gridded Surface Meteorological Dataset	image_collection	ee.ImageCollection('IDAHO_EPSCOR/GRIDMET')	University of California Merced	1979-01-01	2024-07-30	-124.9, 24.9, -66.8, 49.6	False	climate, fireburning, gridmet, humidity, merced, metdata, nfdrs, precipitation, radiation, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/IDAHO_EPSCOR/IDAHO_EPSCOR_GRIDMET.json	https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_GRIDMET	proprietary
 IDAHO_EPSCOR/MACAv2_METDATA	MACAv2-METDATA: University of Idaho, Multivariate Adaptive Constructed Analogs Applied to Global Climate Models	image_collection	ee.ImageCollection('IDAHO_EPSCOR/MACAv2_METDATA')	University of California Merced	1900-01-01	2100-12-31	-124.9, 24.9, -67, 49.6	False	climate, conus, geophysical, idaho, maca, monthly	https://storage.googleapis.com/earthengine-stac/catalog/IDAHO_EPSCOR/IDAHO_EPSCOR_MACAv2_METDATA.json	https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_MACAv2_METDATA	CC0-1.0
 IDAHO_EPSCOR/MACAv2_METDATA_MONTHLY	MACAv2-METDATA Monthly Summaries: University of Idaho, Multivariate Adaptive Constructed Analogs Applied to Global  Climate Models	image_collection	ee.ImageCollection('IDAHO_EPSCOR/MACAv2_METDATA_MONTHLY')	University of California Merced	1900-01-01	2099-12-31	-124.9, 24.9, -67, 49.6	False	climate, conus, geophysical, idaho, maca, monthly	https://storage.googleapis.com/earthengine-stac/catalog/IDAHO_EPSCOR/IDAHO_EPSCOR_MACAv2_METDATA_MONTHLY.json	https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_MACAv2_METDATA_MONTHLY	CC0-1.0
 IDAHO_EPSCOR/PDSI	PDSI: University of Idaho Palmer Drought Severity Index [deprecated]	image_collection	ee.ImageCollection('IDAHO_EPSCOR/PDSI')	University of California Merced	1979-03-01	2020-06-20	-124.9, 24.9, -66.8, 49.6	True	climate, conus, crop, drought, geophysical, merced, palmer, pdsi	https://storage.googleapis.com/earthengine-stac/catalog/IDAHO_EPSCOR/IDAHO_EPSCOR_PDSI.json	https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_PDSI	proprietary
@@ -197,20 +197,20 @@ JAXA/ALOS/PALSAR/YEARLY/SAR	Global PALSAR-2/PALSAR Yearly Mosaic, version 1	imag
 JAXA/ALOS/PALSAR/YEARLY/SAR_EPOCH	Global PALSAR-2/PALSAR Yearly Mosaic, version 2	image_collection	ee.ImageCollection('JAXA/ALOS/PALSAR/YEARLY/SAR_EPOCH')	JAXA EORC	2015-01-01	2023-01-01	-180, -90, 180, 90	False	alos, alos2, eroc, jaxa, palsar, palsar2, sar	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_ALOS_PALSAR_YEARLY_SAR_EPOCH.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_ALOS_PALSAR_YEARLY_SAR_EPOCH	proprietary
 JAXA/GCOM-C/L3/LAND/LAI/V1	GCOM-C/SGLI L3 Leaf Area Index (V1)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V1')	Global Change Observation Mission (GCOM)	2018-01-01	2020-06-28	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V1.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V1	proprietary
 JAXA/GCOM-C/L3/LAND/LAI/V2	GCOM-C/SGLI L3 Leaf Area Index (V2)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V2')	Global Change Observation Mission (GCOM)	2018-01-01	2021-11-28	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V2.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V2	proprietary
-JAXA/GCOM-C/L3/LAND/LAI/V3	GCOM-C/SGLI L3 Leaf Area Index (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-30	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V3	proprietary
+JAXA/GCOM-C/L3/LAND/LAI/V3	GCOM-C/SGLI L3 Leaf Area Index (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-31	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V3	proprietary
 JAXA/GCOM-C/L3/LAND/LST/V1	GCOM-C/SGLI L3 Land Surface Temperature (V1)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V1')	Global Change Observation Mission (GCOM)	2018-01-01	2020-06-28	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V1.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V1	proprietary
 JAXA/GCOM-C/L3/LAND/LST/V2	GCOM-C/SGLI L3 Land Surface Temperature (V2)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V2')	Global Change Observation Mission (GCOM)	2018-01-01	2021-11-28	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V2.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V2	proprietary
-JAXA/GCOM-C/L3/LAND/LST/V3	GCOM-C/SGLI L3 Land Surface Temperature (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-30	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V3	proprietary
+JAXA/GCOM-C/L3/LAND/LST/V3	GCOM-C/SGLI L3 Land Surface Temperature (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-31	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V3	proprietary
 JAXA/GCOM-C/L3/OCEAN/CHLA/V1	GCOM-C/SGLI L3 Chlorophyll-a Concentration (V1)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V1')	Global Change Observation Mission (GCOM)	2018-01-01	2020-06-28	-180, -90, 180, 90	False	chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V1.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V1	proprietary
 JAXA/GCOM-C/L3/OCEAN/CHLA/V2	GCOM-C/SGLI L3 Chlorophyll-a Concentration (V2)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V2')	Global Change Observation Mission (GCOM)	2018-01-01	2021-11-28	-180, -90, 180, 90	False	chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V2.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V2	proprietary
-JAXA/GCOM-C/L3/OCEAN/CHLA/V3	GCOM-C/SGLI L3 Chlorophyll-a Concentration (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-29	-180, -90, 180, 90	False	chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V3	proprietary
+JAXA/GCOM-C/L3/OCEAN/CHLA/V3	GCOM-C/SGLI L3 Chlorophyll-a Concentration (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-30	-180, -90, 180, 90	False	chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V3	proprietary
 JAXA/GCOM-C/L3/OCEAN/SST/V1	GCOM-C/SGLI L3 Sea Surface Temperature (V1)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V1')	Global Change Observation Mission (GCOM)	2018-01-01	2020-06-28	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V1.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V1	proprietary
 JAXA/GCOM-C/L3/OCEAN/SST/V2	GCOM-C/SGLI L3 Sea Surface Temperature (V2)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V2')	Global Change Observation Mission (GCOM)	2018-01-01	2021-11-28	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V2.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V2	proprietary
-JAXA/GCOM-C/L3/OCEAN/SST/V3	GCOM-C/SGLI L3 Sea Surface Temperature (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-29	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V3	proprietary
-JAXA/GPM_L3/GSMaP/v6/operational	GSMaP Operational: Global Satellite Mapping of Precipitation - V6	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/operational')	JAXA Earth Observation Research Center	2014-03-01	2024-07-31	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v6_operational.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v6_operational	proprietary
+JAXA/GCOM-C/L3/OCEAN/SST/V3	GCOM-C/SGLI L3 Sea Surface Temperature (V3)	image_collection	ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V3')	Global Change Observation Mission (GCOM)	2021-11-29	2024-07-30	-180, -90, 180, 90	False	climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V3.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V3	proprietary
+JAXA/GPM_L3/GSMaP/v6/operational	GSMaP Operational: Global Satellite Mapping of Precipitation - V6	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/operational')	JAXA Earth Observation Research Center	2014-03-01	2024-08-01	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v6_operational.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v6_operational	proprietary
 JAXA/GPM_L3/GSMaP/v6/reanalysis	GSMaP Reanalysis: Global Satellite Mapping of Precipitation	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/reanalysis')	JAXA Earth Observation Research Center	2000-03-01	2014-03-12	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v6_reanalysis.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v6_reanalysis	proprietary
-JAXA/GPM_L3/GSMaP/v7/operational	GSMaP Operational: Global Satellite Mapping of Precipitation - V7	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v7/operational')	JAXA Earth Observation Research Center	2014-03-01	2024-07-31	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v7_operational.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v7_operational	proprietary
-JAXA/GPM_L3/GSMaP/v8/operational	GSMaP Operational: Global Satellite Mapping of Precipitation - V8	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v8/operational')	JAXA Earth Observation Research Center	1998-01-01	2024-07-31	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v8_operational.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v8_operational	proprietary
+JAXA/GPM_L3/GSMaP/v7/operational	GSMaP Operational: Global Satellite Mapping of Precipitation - V7	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v7/operational')	JAXA Earth Observation Research Center	2014-03-01	2024-08-01	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v7_operational.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v7_operational	proprietary
+JAXA/GPM_L3/GSMaP/v8/operational	GSMaP Operational: Global Satellite Mapping of Precipitation - V8	image_collection	ee.ImageCollection('JAXA/GPM_L3/GSMaP/v8/operational')	JAXA Earth Observation Research Center	1998-01-01	2024-08-01	-180, -60, 180, 60	False	climate, geophysical, gpm, hourly, jaxa, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v8_operational.json	https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v8_operational	proprietary
 JCU/Murray/GIC/global_tidal_wetland_change/2019	Murray Global Tidal Wetland Change v1.0 (1999-2019)	image	ee.Image('JCU/Murray/GIC/global_tidal_wetland_change/2019')	Murray/JCU	1999-01-01	2019-12-31	-180, -90, 180, 90	False	coastal, ecosystem, intertidal, landsat_derived, mangrove, murray, saltmarsh, tidal_flat, tidal_marsh	https://storage.googleapis.com/earthengine-stac/catalog/JCU/JCU_Murray_GIC_global_tidal_wetland_change_2019.json	https://developers.google.com/earth-engine/datasets/catalog/JCU_Murray_GIC_global_tidal_wetland_change_2019	CC-BY-4.0
 JRC/D5/EUCROPMAP/V1	EUCROPMAP 2018	image_collection	ee.ImageCollection('JRC/D5/EUCROPMAP/V1')	Joint Research Center (JRC)	2018-01-01	2019-01-01	-16.171875, 34.313433, 36.386719, 72.182526	False	crop, eu, jrc, lucas, sentinel1_derived	https://storage.googleapis.com/earthengine-stac/catalog/JRC/JRC_D5_EUCROPMAP_V1.json	https://developers.google.com/earth-engine/datasets/catalog/JRC_D5_EUCROPMAP_V1	CC-BY-4.0
 JRC/GFC2020/V1	EC JRC global map of forest cover 2020, V1	image_collection	ee.ImageCollection('JRC/GFC2020/V1')	Joint Research Centre, European Commission	2020-12-31	2020-12-31	-180, -90, 180, 90	False	eudr, forest, jrc	https://storage.googleapis.com/earthengine-stac/catalog/JRC/JRC_GFC2020_V1.json	https://developers.google.com/earth-engine/datasets/catalog/JRC_GFC2020_V1	proprietary
@@ -290,19 +290,19 @@ LANDSAT/GLS2005	Landsat Global Land Survey 2005, Landsat 5+7 scenes	image_collec
 LANDSAT/GLS2005_L5	Landsat Global Land Survey 2005, Landsat 5 scenes	image_collection	ee.ImageCollection('LANDSAT/GLS2005_L5')	USGS	2003-08-14	2008-05-29	-180, -90, 180, 90	False	etm, gls, l5, landsat, radiance, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_GLS2005_L5.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_GLS2005_L5	PDDL-1.0
 LANDSAT/GLS2005_L7	Landsat Global Land Survey 2005, Landsat 7 scenes	image_collection	ee.ImageCollection('LANDSAT/GLS2005_L7')	USGS	2003-07-29	2008-07-29	-180, -90, 180, 90	False	etm, gls, l7, landsat, radiance, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_GLS2005_L7.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_GLS2005_L7	PDDL-1.0
 LANDSAT/LC08/C02/T1	USGS Landsat 8 Collection 2 Tier 1 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1')	USGS	2013-03-18	2024-07-30	-180, -90, 180, 90	False	c2, global, l8, landsat, lc8, oli_tirs, radiance, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1	PDDL-1.0
-LANDSAT/LC08/C02/T1_L2	USGS Landsat 8 Level 2, Collection 2, Tier 1	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_L2')	USGS	2013-03-18	2024-07-26	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_L2	proprietary
-LANDSAT/LC08/C02/T1_RT	USGS Landsat 8 Collection 2 Tier 1 and Real-Time data Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_RT')	USGS	2013-03-18	2024-08-01	-180, -90, 180, 90	False	c2, global, l8, landsat, lc8, nrt, oli_tirs, radiance, rt, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_RT.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_RT	PDDL-1.0
-LANDSAT/LC08/C02/T1_RT_TOA	USGS Landsat 8 Collection 2 Tier 1 and Real-Time data TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_RT_TOA')	USGS/Google	2013-03-18	2024-08-01	-180, -90, 180, 90	False	c2, global, l8, landsat, lc8, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_RT_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_RT_TOA	PDDL-1.0
+LANDSAT/LC08/C02/T1_L2	USGS Landsat 8 Level 2, Collection 2, Tier 1	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_L2')	USGS	2013-03-18	2024-07-30	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_L2	proprietary
+LANDSAT/LC08/C02/T1_RT	USGS Landsat 8 Collection 2 Tier 1 and Real-Time data Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_RT')	USGS	2013-03-18	2024-08-02	-180, -90, 180, 90	False	c2, global, l8, landsat, lc8, nrt, oli_tirs, radiance, rt, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_RT.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_RT	PDDL-1.0
+LANDSAT/LC08/C02/T1_RT_TOA	USGS Landsat 8 Collection 2 Tier 1 and Real-Time data TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_RT_TOA')	USGS/Google	2013-03-18	2024-08-02	-180, -90, 180, 90	False	c2, global, l8, landsat, lc8, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_RT_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_RT_TOA	PDDL-1.0
 LANDSAT/LC08/C02/T1_TOA	USGS Landsat 8 Collection 2 Tier 1 TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T1_TOA')	USGS/Google	2013-03-18	2024-07-30	-180, -90, 180, 90	False	c2, global, landsat, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T1_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_TOA	PDDL-1.0
 LANDSAT/LC08/C02/T2	USGS Landsat 8 Collection 2 Tier 2 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T2')	USGS	2021-10-28	2024-07-30	-180, -90, 180, 90	False	c2, global, l8, landsat, lc8, oli_tirs, radiance, t2, tier2, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2	PDDL-1.0
-LANDSAT/LC08/C02/T2_L2	USGS Landsat 8 Level 2, Collection 2, Tier 2	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T2_L2')	USGS	2013-03-18	2024-07-21	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T2_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2_L2	proprietary
+LANDSAT/LC08/C02/T2_L2	USGS Landsat 8 Level 2, Collection 2, Tier 2	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T2_L2')	USGS	2013-03-18	2024-07-26	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T2_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2_L2	proprietary
 LANDSAT/LC08/C02/T2_TOA	USGS Landsat 8 Collection 2 Tier 2 TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC08/C02/T2_TOA')	USGS/Google	2021-10-28	2024-07-30	-180, -90, 180, 90	False	c2, global, landsat, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T2_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2_TOA	PDDL-1.0
-LANDSAT/LC09/C02/T1	USGS Landsat 9 Collection 2 Tier 1 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T1')	USGS	2021-10-31	2024-08-01	-180, -90, 180, 90	False	c2, global, l9, landsat, lc9, oli_tirs, radiance, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1	PDDL-1.0
-LANDSAT/LC09/C02/T1_L2	USGS Landsat 9 Level 2, Collection 2, Tier 1	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T1_L2')	USGS	2021-10-31	2024-07-30	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_L2	proprietary
-LANDSAT/LC09/C02/T1_TOA	USGS Landsat 9 Collection 2 Tier 1 TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T1_TOA')	USGS/Google	2021-10-31	2024-08-01	-180, -90, 180, 90	False	c2, global, landsat, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_TOA	PDDL-1.0
-LANDSAT/LC09/C02/T2	USGS Landsat 9 Collection 2 Tier 2 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T2')	USGS	2021-11-02	2024-07-31	-180, -90, 180, 90	False	c2, global, l9, landsat, lc9, oli_tirs, radiance, t2, tier2, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2	PDDL-1.0
-LANDSAT/LC09/C02/T2_L2	USGS Landsat 9 Level 2, Collection 2, Tier 2	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T2_L2')	USGS	2021-10-31	2024-07-29	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_L2	proprietary
-LANDSAT/LC09/C02/T2_TOA	USGS Landsat 9 Collection 2 Tier 2 TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T2_TOA')	USGS/Google	2021-11-02	2024-07-31	-180, -90, 180, 90	False	c2, global, l9, landsat, lc9, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_TOA	PDDL-1.0
+LANDSAT/LC09/C02/T1	USGS Landsat 9 Collection 2 Tier 1 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T1')	USGS	2021-10-31	2024-08-02	-180, -90, 180, 90	False	c2, global, l9, landsat, lc9, oli_tirs, radiance, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1	PDDL-1.0
+LANDSAT/LC09/C02/T1_L2	USGS Landsat 9 Level 2, Collection 2, Tier 1	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T1_L2')	USGS	2021-10-31	2024-07-31	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_L2	proprietary
+LANDSAT/LC09/C02/T1_TOA	USGS Landsat 9 Collection 2 Tier 1 TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T1_TOA')	USGS/Google	2021-10-31	2024-08-02	-180, -90, 180, 90	False	c2, global, landsat, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_TOA	PDDL-1.0
+LANDSAT/LC09/C02/T2	USGS Landsat 9 Collection 2 Tier 2 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T2')	USGS	2021-11-02	2024-08-01	-180, -90, 180, 90	False	c2, global, l9, landsat, lc9, oli_tirs, radiance, t2, tier2, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2	PDDL-1.0
+LANDSAT/LC09/C02/T2_L2	USGS Landsat 9 Level 2, Collection 2, Tier 2	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T2_L2')	USGS	2021-10-31	2024-07-30	-180, -90, 180, 90	False	cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_L2	proprietary
+LANDSAT/LC09/C02/T2_TOA	USGS Landsat 9 Collection 2 Tier 2 TOA Reflectance	image_collection	ee.ImageCollection('LANDSAT/LC09/C02/T2_TOA')	USGS/Google	2021-11-02	2024-08-01	-180, -90, 180, 90	False	c2, global, l9, landsat, lc9, toa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_TOA.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_TOA	PDDL-1.0
 LANDSAT/LE07/C02/T1	USGS Landsat 7 Collection 2 Tier 1 Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LE07/C02/T1')	USGS	1999-05-28	2024-01-19	-180, -90, 180, 90	False	c2, etm, global, l7, landsat, le7, radiance, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LE07_C02_T1.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T1	PDDL-1.0
 LANDSAT/LE07/C02/T1_L2	USGS Landsat 7 Level 2, Collection 2, Tier 1	image_collection	ee.ImageCollection('LANDSAT/LE07/C02/T1_L2')	USGS	1999-05-28	2024-01-19	-180, -90, 180, 90	False	cfmask, cloud, etm, fmask, global, landsat, lasrc, le07, lst, reflectance, sr, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LE07_C02_T1_L2.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T1_L2	proprietary
 LANDSAT/LE07/C02/T1_RT	USGS Landsat 7 Collection 2 Tier 1 and Real-Time data Raw Scenes	image_collection	ee.ImageCollection('LANDSAT/LE07/C02/T1_RT')	USGS	1999-05-28	2024-01-19	-180, -90, 180, 90	False	c2, etm, global, l7, landsat, le7, nrt, radiance, rt, t1, tier1, usgs	https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LE07_C02_T1_RT.json	https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T1_RT	PDDL-1.0
@@ -402,11 +402,11 @@ MODIS/055/MOD17A3	MOD17A3.055: Terra Net Primary Production Yearly Global 1km [d
 MODIS/061/MCD12C1	MCD12C1.061 MODIS Land Cover Type Yearly Global 0.05 Deg CMG	image_collection	ee.ImageCollection('MODIS/061/MCD12C1')	NASA LP DAAC at the USGS EROS Center	2001-01-01	2022-01-01	-180, -90, 180, 90	False	landcover, modis, nasa, usgs, yearly	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12C1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12C1	proprietary
 MODIS/061/MCD12Q1	MCD12Q1.061 MODIS Land Cover Type Yearly Global 500m	image_collection	ee.ImageCollection('MODIS/061/MCD12Q1')	NASA LP DAAC at the USGS EROS Center	2001-01-01	2022-01-01	-180, -90, 180, 90	False	landcover, modis, nasa, usgs, yearly	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12Q1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12Q1	proprietary
 MODIS/061/MCD12Q2	MCD12Q2.006 Land Cover Dynamics Yearly Global 500m	image_collection	ee.ImageCollection('MODIS/061/MCD12Q2')	NASA LP DAAC at the USGS EROS Center	2001-01-01	2023-01-01	-180, -90, 180, 90	False	evi, global, modis, onset_greenness, phenology, usgs, yearly	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12Q2.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12Q2	proprietary
-MODIS/061/MCD15A3H	MCD15A3H.061 MODIS Leaf Area Index/FPAR 4-Day Global 500m	image_collection	ee.ImageCollection('MODIS/061/MCD15A3H')	NASA LP DAAC at the USGS EROS Center	2002-07-04	2024-07-23	-180, -90, 180, 90	False	4_day, fpar, global, lai, mcd15a3h, modis, nasa, usgs, vegetation	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD15A3H.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD15A3H	proprietary
+MODIS/061/MCD15A3H	MCD15A3H.061 MODIS Leaf Area Index/FPAR 4-Day Global 500m	image_collection	ee.ImageCollection('MODIS/061/MCD15A3H')	NASA LP DAAC at the USGS EROS Center	2002-07-04	2024-07-27	-180, -90, 180, 90	False	4_day, fpar, global, lai, mcd15a3h, modis, nasa, usgs, vegetation	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD15A3H.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD15A3H	proprietary
 MODIS/061/MCD18A1	MCD18A1.061 Surface Radiation Daily/3-Hour	image_collection	ee.ImageCollection('MODIS/061/MCD18A1')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-06-01	-180, -90, 180, 90	False	par, radiation	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD18A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD18A1	proprietary
 MODIS/061/MCD18C2	MCD18C2.061 Photosynthetically Active Radiation Daily 3-Hour	image_collection	ee.ImageCollection('MODIS/061/MCD18C2')	NASA LP DAAC at the USGS EROS Center	2002-02-24	2024-06-01	-180, -90, 180, 90	False	par, radiation	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD18C2.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD18C2	proprietary
-MODIS/061/MCD19A1_GRANULES	MCD19A1.061: Land Surface BRF Daily L2G Global 500m and 1km	image_collection	ee.ImageCollection('MODIS/061/MCD19A1_GRANULES')	NASA LP DAAC at the USGS EROS Center	2000-12-21	2024-07-29	-180, -90, 180, 90	False	aerosol, aod, aqua, daily, global, maiac, modis, nasa, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD19A1_GRANULES.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD19A1_GRANULES	proprietary
-MODIS/061/MCD19A2_GRANULES	MCD19A2.061: Terra & Aqua MAIAC Land Aerosol Optical Depth Daily 1km	image_collection	ee.ImageCollection('MODIS/061/MCD19A2_GRANULES')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-29	-180, -90, 180, 90	False	aerosol, aod, aqua, daily, global, maiac, mcd19a2, modis, nasa, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD19A2_GRANULES.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD19A2_GRANULES	proprietary
+MODIS/061/MCD19A1_GRANULES	MCD19A1.061: Land Surface BRF Daily L2G Global 500m and 1km	image_collection	ee.ImageCollection('MODIS/061/MCD19A1_GRANULES')	NASA LP DAAC at the USGS EROS Center	2000-12-21	2024-07-30	-180, -90, 180, 90	False	aerosol, aod, aqua, daily, global, maiac, modis, nasa, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD19A1_GRANULES.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD19A1_GRANULES	proprietary
+MODIS/061/MCD19A2_GRANULES	MCD19A2.061: Terra & Aqua MAIAC Land Aerosol Optical Depth Daily 1km	image_collection	ee.ImageCollection('MODIS/061/MCD19A2_GRANULES')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-30	-180, -90, 180, 90	False	aerosol, aod, aqua, daily, global, maiac, mcd19a2, modis, nasa, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD19A2_GRANULES.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD19A2_GRANULES	proprietary
 MODIS/061/MCD43A1	MCD43A1.061 MODIS BRDF-Albedo Model Parameters Daily 500m	image_collection	ee.ImageCollection('MODIS/061/MCD43A1')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-23	-180, -90, 180, 90	False	albedo, brdf, daily, global, mcd43a1, modis, nasa, reflectance, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A1	proprietary
 MODIS/061/MCD43A2	MCD43A2.061 MODIS BRDF-Albedo Quality Daily 500m	image_collection	ee.ImageCollection('MODIS/061/MCD43A2')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-23	-180, -90, 180, 90	False	albedo, brdf, daily, global, modis, nasa, quality, reflectance, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A2.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A2	proprietary
 MODIS/061/MCD43A3	MCD43A3.061 MODIS Albedo Daily 500m	image_collection	ee.ImageCollection('MODIS/061/MCD43A3')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-23	-180, -90, 180, 90	False	albedo, black_sky, daily, global, modis, nasa, usgs, white_sky	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A3.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A3	proprietary
@@ -415,12 +415,12 @@ MODIS/061/MCD43C3	MCD43C3.061 BRDF/Albedo Daily L3 0.05 Deg CMG	image_collection
 MODIS/061/MCD64A1	MCD64A1.061 MODIS Burned Area Monthly Global 500m	image_collection	ee.ImageCollection('MODIS/061/MCD64A1')	NASA LP DAAC at the USGS EROS Center	2000-11-01	2024-05-01	-180, -90, 180, 90	False	burn, change_detection, fire, geophysical, global, mcd64a1, modis, monthly, nasa, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD64A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD64A1	proprietary
 MODIS/061/MOD08_M3	MOD08_M3.061 Terra Atmosphere Monthly Global Product	image_collection	ee.ImageCollection('MODIS/061/MOD08_M3')	NASA LAADS DAAC at NASA Goddard Space Flight Center	2000-02-01	2024-06-01	-180, -90, 180, 90	False	atmosphere, geophysical, global, mod08, mod08_m3, modis, monthly, nasa, temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD08_M3.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD08_M3	proprietary
 MODIS/061/MOD09A1	MOD09A1.061 Terra Surface Reflectance 8-Day Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD09A1')	NASA LP DAAC at the USGS EROS Center	2000-02-18	2024-07-19	-180, -90, 180, 90	False	8_day, global, mod09a1, modis, nasa, sr, surface_reflectance, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09A1	proprietary
-MODIS/061/MOD09CMG	MOD09CMG.061 Terra Surface Reflectance Daily L3 Global 0.05 Deg CMG	image_collection	ee.ImageCollection('MODIS/061/MOD09CMG')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-30	-180, -90, 180, 90	False	brightness_temperature, ozone, surface_reflectance, terra	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09CMG.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09CMG	proprietary
-MODIS/061/MOD09GA	MOD09GA.061 Terra Surface Reflectance Daily Global 1km and 500m	image_collection	ee.ImageCollection('MODIS/061/MOD09GA')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-30	-180, -90, 180, 90	False	daily, global, mod09ga, modis, nasa, sr, surface_reflectance, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GA.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GA	proprietary
-MODIS/061/MOD09GQ	MOD09GQ.061 Terra Surface Reflectance Daily Global 250m	image_collection	ee.ImageCollection('MODIS/061/MOD09GQ')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-29	-180, -90, 180, 90	False	daily, global, mod09gq, modis, nasa, sr, surface_reflectance, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GQ.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GQ	proprietary
+MODIS/061/MOD09CMG	MOD09CMG.061 Terra Surface Reflectance Daily L3 Global 0.05 Deg CMG	image_collection	ee.ImageCollection('MODIS/061/MOD09CMG')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	brightness_temperature, ozone, surface_reflectance, terra	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09CMG.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09CMG	proprietary
+MODIS/061/MOD09GA	MOD09GA.061 Terra Surface Reflectance Daily Global 1km and 500m	image_collection	ee.ImageCollection('MODIS/061/MOD09GA')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	daily, global, mod09ga, modis, nasa, sr, surface_reflectance, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GA.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GA	proprietary
+MODIS/061/MOD09GQ	MOD09GQ.061 Terra Surface Reflectance Daily Global 250m	image_collection	ee.ImageCollection('MODIS/061/MOD09GQ')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	daily, global, mod09gq, modis, nasa, sr, surface_reflectance, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GQ.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GQ	proprietary
 MODIS/061/MOD09Q1	MOD09Q1.061 Terra Surface Reflectance 8-Day Global 250m	image_collection	ee.ImageCollection('MODIS/061/MOD09Q1')	NASA LP DAAC at the USGS EROS Center	2000-02-18	2024-07-19	-180, -90, 180, 90	False	8_day, global, mod09q1, modis, nasa, sr, surface_reflectance, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09Q1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09Q1	proprietary
-MODIS/061/MOD10A1	MOD10A1.061 Terra Snow Cover Daily Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD10A1')	NASA NSIDC DAAC at CIRES	2000-02-24	2024-07-30	-180, -90, 180, 90	False	albedo, daily, geophysical, global, mod10a1, modis, nasa, nsidc, snow, terra	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD10A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD10A1	proprietary
-MODIS/061/MOD11A1	MOD11A1.061 Terra Land Surface Temperature and Emissivity Daily Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD11A1')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-29	-180, -90, 180, 90	False	daily, emissivity, global, lst, mod11a1, modis, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD11A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD11A1	proprietary
+MODIS/061/MOD10A1	MOD10A1.061 Terra Snow Cover Daily Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD10A1')	NASA NSIDC DAAC at CIRES	2000-02-24	2024-07-31	-180, -90, 180, 90	False	albedo, daily, geophysical, global, mod10a1, modis, nasa, nsidc, snow, terra	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD10A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD10A1	proprietary
+MODIS/061/MOD11A1	MOD11A1.061 Terra Land Surface Temperature and Emissivity Daily Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD11A1')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	daily, emissivity, global, lst, mod11a1, modis, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD11A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD11A1	proprietary
 MODIS/061/MOD11A2	MOD11A2.061 Terra Land Surface Temperature and Emissivity 8-Day Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD11A2')	NASA LP DAAC at the USGS EROS Center	2000-02-18	2024-07-19	-180, -90, 180, 90	False	8_day, emissivity, global, lst, mod11a2, modis, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD11A2.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD11A2	proprietary
 MODIS/061/MOD13A1	MOD13A1.061 Terra Vegetation Indices 16-Day Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD13A1')	NASA LP DAAC at the USGS EROS Center	2000-02-18	2024-07-11	-180, -90, 180, 90	False	16_day, evi, global, mod13a1, modis, nasa, ndvi, terra, usgs, vegetation	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A1	proprietary
 MODIS/061/MOD13A2	MOD13A2.061 Terra Vegetation Indices 16-Day Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD13A2')	NASA LP DAAC at the USGS EROS Center	2000-02-18	2024-07-11	-180, -90, 180, 90	False	16_day, evi, global, mod13a2, modis, nasa, ndvi, terra, usgs, vegetation	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A2.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A2	proprietary
@@ -435,7 +435,7 @@ MODIS/061/MOD16A2GF	MOD16A2GF.061: Terra Net Evapotranspiration Gap-Filled 8-Day
 MODIS/061/MOD17A2H	MOD17A2H.061: Terra Gross Primary Productivity 8-Day Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD17A2H')	NASA LP DAAC at the USGS EROS Center	2021-01-01	2024-07-19	-180, -90, 180, 90	False	8_day, global, gpp, mod17a2, modis, nasa, photosynthesis, productivity, psn, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD17A2H.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD17A2H	proprietary
 MODIS/061/MOD17A2HGF	MOD17A2HGF.061: Terra Gross Primary Productivity 8-Day Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD17A2HGF')	NASA LP DAAC at the USGS EROS Center	2021-01-01	2023-12-27	-180, -90, 180, 90	False	8_day, global, gpp, modis, nasa, photosynthesis, productivity, psn, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD17A2HGF.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD17A2HGF	proprietary
 MODIS/061/MOD17A3HGF	MOD17A3HGF.061: Terra Net Primary Production Gap-Filled Yearly Global 500m	image_collection	ee.ImageCollection('MODIS/061/MOD17A3HGF')	NASA LP DAAC at the USGS EROS Center	2001-01-01	2023-01-01	-180, -90, 180, 90	False	global, gpp, nasa, npp, photosynthesis, productivity, psn, terra, usgs, yearly	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD17A3HGF.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD17A3HGF	proprietary
-MODIS/061/MOD21A1D	MOD21A1D.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD21A1D')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-30	-180, -90, 180, 90	False	daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1D.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1D	proprietary
+MODIS/061/MOD21A1D	MOD21A1D.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD21A1D')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1D.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1D	proprietary
 MODIS/061/MOD21A1N	MOD21A1N.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km	image_collection	ee.ImageCollection('MODIS/061/MOD21A1N')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1N.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1N	proprietary
 MODIS/061/MOD21C1	MOD21C1.061 Terra Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG	image_collection	ee.ImageCollection('MODIS/061/MOD21C1')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-31	-180, -90, 180, 90	False	daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21C1.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21C1	proprietary
 MODIS/061/MOD21C2	MOD21C2.061 Terra Land Surface Temperature and 3-Band Emissivity 8-Day L3 Global 0.05 Deg CMG	image_collection	ee.ImageCollection('MODIS/061/MOD21C2')	NASA LP DAAC at the USGS EROS Center	2000-02-24	2024-07-19	-180, -90, 180, 90	False	emissivity, global, lst, nasa, surface_temperature, terra, usgs	https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21C2.json	https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21C2	proprietary
@@ -523,10 +523,10 @@ NASA/EMIT/L2B/CH4ENH	Earth Surface Mineral Dust Source Investigation- Methane En
 NASA/EMIT/L2B/CH4PLM	Earth Surface Mineral Dust Source Investigation- Methane Plume Complexes	image_collection	ee.ImageCollection('NASA/EMIT/L2B/CH4PLM')	NASA Jet Propulsion Laboratory	2022-08-10	2024-07-03	-180, -90, 180, 90	False	daily, emit, nasa, methane	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_EMIT_L2B_CH4PLM.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_EMIT_L2B_CH4PLM	proprietary
 NASA/FLDAS/NOAH01/C/GL/M/V001	FLDAS: Famine Early Warning Systems Network (FEWS NET) Land Data Assimilation System	image_collection	ee.ImageCollection('NASA/FLDAS/NOAH01/C/GL/M/V001')	NASA GES DISC at NASA Goddard Space Flight Center	1982-01-01	2024-06-01	-180, -60, 180, 90	False	climate, evapotranspiration, famine, fldas, humidity, ldas, monthly, nasa, runoff, snow, soil_moisture, soil_temperature, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_FLDAS_NOAH01_C_GL_M_V001.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_FLDAS_NOAH01_C_GL_M_V001	proprietary
 NASA/GDDP-CMIP6	NEX-GDDP-CMIP6: NASA Earth Exchange Global Daily Downscaled Climate Projections	image_collection	ee.ImageCollection('NASA/GDDP-CMIP6')	NASA / Climate Analytics Group	1950-01-01	2100-12-31	-180, -90, 180, 90	False	cag, climate, gddp, geophysical, nasa, nex, precipitation, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GDDP-CMIP6.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GDDP-CMIP6	various
-NASA/GEOS-CF/v1/fcst/htf	GEOS-CF fcst htf v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/fcst/htf')	NASA / GMAO	2022-10-01	2024-07-30	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_htf.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_htf	proprietary
-NASA/GEOS-CF/v1/fcst/tavg1hr	GEOS-CF fcst tavg1hr v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/fcst/tavg1hr')	NASA / GMAO	2022-10-01	2024-07-27	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_tavg1hr.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_tavg1hr	proprietary
-NASA/GEOS-CF/v1/rpl/htf	GEOS-CF rpl htf v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/rpl/htf')	NASA / GMAO	2018-01-01	2024-07-30	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_htf.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_htf	proprietary
-NASA/GEOS-CF/v1/rpl/tavg1hr	GEOS-CF rpl tavg1hr v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/rpl/tavg1hr')	NASA / GMAO	2018-01-01	2024-07-27	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_tavg1hr.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_tavg1hr	proprietary
+NASA/GEOS-CF/v1/fcst/htf	GEOS-CF fcst htf v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/fcst/htf')	NASA / GMAO	2022-10-01	2024-07-31	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_htf.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_htf	proprietary
+NASA/GEOS-CF/v1/fcst/tavg1hr	GEOS-CF fcst tavg1hr v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/fcst/tavg1hr')	NASA / GMAO	2022-10-01	2024-07-31	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_tavg1hr.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_tavg1hr	proprietary
+NASA/GEOS-CF/v1/rpl/htf	GEOS-CF rpl htf v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/rpl/htf')	NASA / GMAO	2018-01-01	2024-07-31	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_htf.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_htf	proprietary
+NASA/GEOS-CF/v1/rpl/tavg1hr	GEOS-CF rpl tavg1hr v1: Goddard Earth Observing System Composition Forecast	image_collection	ee.ImageCollection('NASA/GEOS-CF/v1/rpl/tavg1hr')	NASA / GMAO	2018-01-01	2024-07-31	-180, -90, 180, 90	False	composition, forecast, geos, gmao, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_tavg1hr.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_tavg1hr	proprietary
 NASA/GIMMS/3GV0	GIMMS NDVI From AVHRR Sensors (3rd Generation)	image_collection	ee.ImageCollection('NASA/GIMMS/3GV0')	NASA/NOAA	1981-07-01	2013-12-16	-180, -90, 180, 90	False	avhrr, gimms, nasa, ndvi, noaa, vegetation	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GIMMS_3GV0.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GIMMS_3GV0	proprietary
 NASA/GLDAS/V021/NOAH/G025/T3H	GLDAS-2.1: Global Land Data Assimilation System	image_collection	ee.ImageCollection('NASA/GLDAS/V021/NOAH/G025/T3H')	NASA GES DISC at NASA Goddard Space Flight Center	2000-01-01	2024-07-16	-180, -90, 180, 90	False	3_hourly, climate, evaporation, forcing, geophysical, gldas, humidity, ldas, nasa, precipitation, pressure, radiation, soil, soil_moisture, surface, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GLDAS_V021_NOAH_G025_T3H.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GLDAS_V021_NOAH_G025_T3H	proprietary
 NASA/GLDAS/V022/CLSM/G025/DA1D	GLDAS-2.2: Global Land Data Assimilation System	image_collection	ee.ImageCollection('NASA/GLDAS/V022/CLSM/G025/DA1D')	NASA GES DISC at NASA Goddard Earth Sciences Data and Information Services Center	2003-01-01	2024-03-31	-180, -90, 180, 90	False	3_hourly, climate, evaporation, forcing, geophysical, gldas, humidity, ldas, nasa, precipitation, pressure, radiation, soil, soil_moisture, surface, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GLDAS_V022_CLSM_G025_DA1D.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GLDAS_V022_CLSM_G025_DA1D	proprietary
@@ -550,16 +550,16 @@ NASA/GSFC/MERRA/flx/2	MERRA-2 M2T1NXFLX: Surface Flux Diagnostics V5.12.4	image_
 NASA/GSFC/MERRA/lnd/2	MERRA-2 M2T1NXLND: Land Surface Diagnostics V5.12.4	image_collection	ee.ImageCollection('NASA/GSFC/MERRA/lnd/2')	NASA/MERRA	1980-01-01	2024-07-01	-180, -90, 180, 90	False	evaporation, ice, merra, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GSFC_MERRA_lnd_2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_lnd_2	proprietary
 NASA/GSFC/MERRA/rad/2	MERRA-2 M2T1NXRAD: Radiation Diagnostics V5.12.4	image_collection	ee.ImageCollection('NASA/GSFC/MERRA/rad/2')	NASA/MERRA	1980-01-01	2024-07-01	-180, -90, 180, 90	False	albedo, emissivity, merra, shortwave, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GSFC_MERRA_rad_2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_rad_2	proprietary
 NASA/GSFC/MERRA/slv/2	MERRA-2 M2T1NXSLV: Single-Level Diagnostics V5.12.4	image_collection	ee.ImageCollection('NASA/GSFC/MERRA/slv/2')	NASA/MERRA	1980-01-01	2024-07-01	-180, -90, 180, 90	False	condensation, humidity, merra, nasa, omega, pressure, slv, temperature, vapor, water, wind	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GSFC_MERRA_slv_2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_slv_2	proprietary
-NASA/HLS/HLSL30/v002	HLSL30: HLS-2 Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m	image_collection	ee.ImageCollection('NASA/HLS/HLSL30/v002')	NASA LP DAAC	2013-04-11	2024-07-30	-180, -90, 180, 90	False	landsat, nasa, sentinel, usgs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_HLS_HLSL30_v002.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_HLS_HLSL30_v002	proprietary
+NASA/HLS/HLSL30/v002	HLSL30: HLS-2 Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m	image_collection	ee.ImageCollection('NASA/HLS/HLSL30/v002')	NASA LP DAAC	2013-04-11	2024-07-31	-180, -90, 180, 90	False	landsat, nasa, sentinel, usgs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_HLS_HLSL30_v002.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_HLS_HLSL30_v002	proprietary
 NASA/JPL/global_forest_canopy_height_2005	Global Forest Canopy Height, 2005	image	ee.Image('NASA/JPL/global_forest_canopy_height_2005')	NASA/JPL	2005-05-20	2005-06-23	-180, -90, 180, 90	False	canopy, forest, geophysical, glas, jpl, nasa	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_JPL_global_forest_canopy_height_2005.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_JPL_global_forest_canopy_height_2005	proprietary
-NASA/LANCE/NOAA20_VIIRS/C2	VJ114IMGTDL_NRT Daily Raster: VIIRS (NOAA-20) Band 375m Active Fire	image_collection	ee.ImageCollection('NASA/LANCE/NOAA20_VIIRS/C2')	NASA / LANCE / NOAA20_VIIRS	2023-10-08	2024-07-27	-180, -90, 180, 90	False	eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_NOAA20_VIIRS_C2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_NOAA20_VIIRS_C2	proprietary
-NASA/LANCE/SNPP_VIIRS/C2	VNP14IMGTDL_NRT Daily Raster: VIIRS (S-NPP) Band 375m Active Fire	image_collection	ee.ImageCollection('NASA/LANCE/SNPP_VIIRS/C2')	NASA / LANCE / SNPP_VIIRS	2023-09-03	2024-07-23	-180, -90, 180, 90	False	eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_SNPP_VIIRS_C2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_SNPP_VIIRS_C2	proprietary
+NASA/LANCE/NOAA20_VIIRS/C2	VJ114IMGTDL_NRT Daily Raster: VIIRS (NOAA-20) Band 375m Active Fire	image_collection	ee.ImageCollection('NASA/LANCE/NOAA20_VIIRS/C2')	NASA / LANCE / NOAA20_VIIRS	2023-10-08	2024-07-31	-180, -90, 180, 90	False	eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_NOAA20_VIIRS_C2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_NOAA20_VIIRS_C2	proprietary
+NASA/LANCE/SNPP_VIIRS/C2	VNP14IMGTDL_NRT Daily Raster: VIIRS (S-NPP) Band 375m Active Fire	image_collection	ee.ImageCollection('NASA/LANCE/SNPP_VIIRS/C2')	NASA / LANCE / SNPP_VIIRS	2023-09-03	2024-07-31	-180, -90, 180, 90	False	eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_SNPP_VIIRS_C2.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_SNPP_VIIRS_C2	proprietary
 NASA/MEASURES/GFCC/TC/v3	Global Forest Cover Change (GFCC) Tree Cover Multi-Year Global 30m	image_collection	ee.ImageCollection('NASA/MEASURES/GFCC/TC/v3')	NASA LP DAAC at the USGS EROS Center	2000-01-01	2015-01-01	-180, -90, 180, 90	False	forest, glcf, landsat_derived, nasa, umd	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_MEASURES_GFCC_TC_v3.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_MEASURES_GFCC_TC_v3	proprietary
 NASA/NASADEM_HGT/001	NASADEM: NASA NASADEM Digital Elevation 30m	image	ee.Image('NASA/NASADEM_HGT/001')	NASA / USGS / JPL-Caltech	2000-02-11	2000-02-22	-180, -56, 180, 60	False	dem, elevation, geophysical, nasa, nasadem, srtm, topography, usgs	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NASADEM_HGT_001.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_NASADEM_HGT_001	proprietary
 NASA/NEX-DCP30	NEX-DCP30: NASA Earth Exchange Downscaled Climate Projections	image_collection	ee.ImageCollection('NASA/NEX-DCP30')	NASA / Climate Analytics Group	1950-01-01	2099-12-01	-125.03, 24.07, -66.47, 53.74	False	cag, climate, cmip5, geophysical, nasa, nex, precipitation, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NEX-DCP30.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-DCP30	proprietary
 NASA/NEX-DCP30_ENSEMBLE_STATS	NEX-DCP30: Ensemble Stats for NASA Earth Exchange Downscaled Climate Projections	image_collection	ee.ImageCollection('NASA/NEX-DCP30_ENSEMBLE_STATS')	NASA / Climate Analytics Group	1950-01-01	2099-12-01	-125.03, 24.07, -66.47, 49.93	False	cag, climate, cmip5, geophysical, nasa, nex, precipitation, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NEX-DCP30_ENSEMBLE_STATS.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-DCP30_ENSEMBLE_STATS	proprietary
 NASA/NEX-GDDP	NEX-GDDP: NASA Earth Exchange Global Daily Downscaled Climate Projections	image_collection	ee.ImageCollection('NASA/NEX-GDDP')	NASA /  Climate Analytics Group	1950-01-01	2100-12-31	-180, -90, 180, 90	False	cag, climate, cmip5, gddp, geophysical, nasa, nex, precipitation, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NEX-GDDP.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-GDDP	proprietary
-NASA/NLDAS/FORA0125_H002	NLDAS-2: North American Land Data Assimilation System Forcing Fields	image_collection	ee.ImageCollection('NASA/NLDAS/FORA0125_H002')	NASA GES DISC at NASA Goddard Space Flight Center	1979-01-01	2024-07-27	-125.15, 24.85, -66.85, 53.28	False	climate, evaporation, forcing, geophysical, hourly, humidity, ldas, nasa, nldas, precipitation, pressure, radiation, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NLDAS_FORA0125_H002.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_NLDAS_FORA0125_H002	proprietary
+NASA/NLDAS/FORA0125_H002	NLDAS-2: North American Land Data Assimilation System Forcing Fields	image_collection	ee.ImageCollection('NASA/NLDAS/FORA0125_H002')	NASA GES DISC at NASA Goddard Space Flight Center	1979-01-01	2024-07-28	-125.15, 24.85, -66.85, 53.28	False	climate, evaporation, forcing, geophysical, hourly, humidity, ldas, nasa, nldas, precipitation, pressure, radiation, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NLDAS_FORA0125_H002.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_NLDAS_FORA0125_H002	proprietary
 NASA/OCEANDATA/MODIS-Aqua/L3SMI	Ocean Color SMI: Standard Mapped Image MODIS Aqua Data	image_collection	ee.ImageCollection('NASA/OCEANDATA/MODIS-Aqua/L3SMI')	NASA OB.DAAC at NASA Goddard Space Flight Center	2002-07-03	2022-02-28	-180, -90, 180, 90	False	biology, chlorophyll, climate, modis, nasa, ocean, oceandata, reflectance, sst, temperature, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_OCEANDATA_MODIS-Aqua_L3SMI.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_MODIS-Aqua_L3SMI	proprietary
 NASA/OCEANDATA/MODIS-Terra/L3SMI	Ocean Color SMI: Standard Mapped Image MODIS Terra Data	image_collection	ee.ImageCollection('NASA/OCEANDATA/MODIS-Terra/L3SMI')	NASA OB.DAAC at NASA Goddard Space Flight Center	2000-02-24	2022-02-28	-180, -90, 180, 90	False	biology, chlorophyll, climate, modis, nasa, ocean, oceandata, reflectance, sst, temperature, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_OCEANDATA_MODIS-Terra_L3SMI.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_MODIS-Terra_L3SMI	proprietary
 NASA/OCEANDATA/SeaWiFS/L3SMI	Ocean Color SMI: Standard Mapped Image SeaWiFS Data	image_collection	ee.ImageCollection('NASA/OCEANDATA/SeaWiFS/L3SMI')	NASA OB.DAAC at NASA Goddard Space Flight Center	1997-09-04	2010-12-10	-180, -90, 180, 90	False	biology, chlorophyll, climate, nasa, ocean, oceandata, reflectance, seawifs, temperature, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_OCEANDATA_SeaWiFS_L3SMI.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_SeaWiFS_L3SMI	proprietary
@@ -567,15 +567,15 @@ NASA/ORNL/DAYMET_V3	Daymet V3: Daily Surface Weather and Climatological Summarie
 NASA/ORNL/DAYMET_V4	Daymet V4: Daily Surface Weather and Climatological Summaries	image_collection	ee.ImageCollection('NASA/ORNL/DAYMET_V4')	NASA ORNL DAAC at Oak Ridge National Laboratory	1980-01-01	2023-12-31	-150.8, 1.6, -1.1, 84	False	climate, daily, daylight, daymet, flux, geophysical, nasa, ornl, precipitation, radiation, snow, temperature, vapor, water, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_ORNL_DAYMET_V4.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_ORNL_DAYMET_V4	proprietary
 NASA/ORNL/biomass_carbon_density/v1	Global Aboveground and Belowground Biomass Carbon Density Maps	image_collection	ee.ImageCollection('NASA/ORNL/biomass_carbon_density/v1')	NASA ORNL DAAC at Oak Ridge National Laboratory	2010-01-01	2010-12-31	-180, -61.1, 180, 84	False	aboveground, belowground, biomass, carbon, density, forest, nasa, ornl, vegetation	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_ORNL_biomass_carbon_density_v1.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_ORNL_biomass_carbon_density_v1	proprietary
 NASA/SMAP/SPL3SMP_E/005	SPL3SMP_E.005 SMAP L3 Radiometer Global Daily 9 km Soil Moisture	image_collection	ee.ImageCollection('NASA/SMAP/SPL3SMP_E/005')	Google and NSIDC	2015-03-31	2023-12-03	-180, -84, 180, 84	False	drought, nasa, smap, soil_moisture, surface, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL3SMP_E_005.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL3SMP_E_005	proprietary
-NASA/SMAP/SPL3SMP_E/006	SPL3SMP_E.006 SMAP L3 Radiometer Global Daily 9 km Soil Moisture	image_collection	ee.ImageCollection('NASA/SMAP/SPL3SMP_E/006')	Google and NSIDC	2023-12-04	2024-07-29	-180, -84, 180, 84	False	drought, nasa, smap, soil_moisture, surface, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL3SMP_E_006.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL3SMP_E_006	proprietary
+NASA/SMAP/SPL3SMP_E/006	SPL3SMP_E.006 SMAP L3 Radiometer Global Daily 9 km Soil Moisture	image_collection	ee.ImageCollection('NASA/SMAP/SPL3SMP_E/006')	Google and NSIDC	2023-12-04	2024-07-30	-180, -84, 180, 84	False	drought, nasa, smap, soil_moisture, surface, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL3SMP_E_006.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL3SMP_E_006	proprietary
 NASA/SMAP/SPL4SMGP/007	SPL4SMGP.007 SMAP L4 Global 3-hourly 9-km Surface and Root Zone Soil Moisture	image_collection	ee.ImageCollection('NASA/SMAP/SPL4SMGP/007')	Google and NSIDC	2015-03-31	2024-07-30	-180, -84, 180, 84	False	drought, nasa, smap, soil_moisture, surface, weather	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL4SMGP_007.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL4SMGP_007	proprietary
 NASA/VIIRS/002/VNP09GA	VNP09GA: VIIRS Surface Reflectance Daily 500m and 1km	image_collection	ee.ImageCollection('NASA/VIIRS/002/VNP09GA')	NASA Land SIPS	2012-01-19	2024-07-23	-180, -90, 180, 90	False	daily, nasa, noaa, npp, reflectance, sr, viirs, vnp09ga	https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP09GA.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP09GA	proprietary
 NASA_USDA/HSL/SMAP10KM_soil_moisture	NASA-USDA Enhanced SMAP Global Soil Moisture Data [deprecated]	image_collection	ee.ImageCollection('NASA_USDA/HSL/SMAP10KM_soil_moisture')	NASA GSFC	2015-04-02	2022-08-02	-180, -60, 180, 90	True	geophysical, hsl, nasa, smap, soil, soil_moisture, usda	https://storage.googleapis.com/earthengine-stac/catalog/NASA_USDA/NASA_USDA_HSL_SMAP10KM_soil_moisture.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_USDA_HSL_SMAP10KM_soil_moisture	proprietary
 NASA_USDA/HSL/SMAP_soil_moisture	NASA-USDA SMAP Global Soil Moisture Data [deprecated]	image_collection	ee.ImageCollection('NASA_USDA/HSL/SMAP_soil_moisture')	NASA GSFC	2015-04-02	2020-12-31	-180, -60, 180, 90	True	geophysical, hsl, nasa, smap, soil, soil_moisture, usda	https://storage.googleapis.com/earthengine-stac/catalog/NASA_USDA/NASA_USDA_HSL_SMAP_soil_moisture.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_USDA_HSL_SMAP_soil_moisture	proprietary
 NASA_USDA/HSL/soil_moisture	NASA-USDA Global Soil Moisture Data [deprecated]	image_collection	ee.ImageCollection('NASA_USDA/HSL/soil_moisture')	NASA GSFC	2010-01-13	2020-12-31	-180, -60, 180, 90	True	geophysical, hsl, nasa, smos, soil, soil_moisture, usda	https://storage.googleapis.com/earthengine-stac/catalog/NASA_USDA/NASA_USDA_HSL_soil_moisture.json	https://developers.google.com/earth-engine/datasets/catalog/NASA_USDA_HSL_soil_moisture	proprietary
-NCEP_RE/sea_level_pressure	NCEP/NCAR Reanalysis Data, Sea-Level Pressure	image_collection	ee.ImageCollection('NCEP_RE/sea_level_pressure')	NCEP	1948-01-01	2024-07-28	-180, -90, 180, 90	False	atmosphere, climate, geophysical, ncep, noaa, pressure, reanalysis	https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_sea_level_pressure.json	https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_sea_level_pressure	proprietary
-NCEP_RE/surface_temp	NCEP/NCAR Reanalysis Data, Surface Temperature	image_collection	ee.ImageCollection('NCEP_RE/surface_temp')	NCEP	1948-01-01	2024-07-28	-180, -90, 180, 90	False	atmosphere, climate, geophysical, ncep, noaa, reanalysis, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_temp.json	https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_temp	proprietary
-NCEP_RE/surface_wv	NCEP/NCAR Reanalysis Data, Water Vapor	image_collection	ee.ImageCollection('NCEP_RE/surface_wv')	NCEP	1948-01-01	2024-07-28	-180, -90, 180, 90	False	atmosphere, climate, geophysical, ncep, noaa, precipitable, reanalysis, vapor	https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_wv.json	https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_wv	proprietary
+NCEP_RE/sea_level_pressure	NCEP/NCAR Reanalysis Data, Sea-Level Pressure	image_collection	ee.ImageCollection('NCEP_RE/sea_level_pressure')	NCEP	1948-01-01	2024-07-29	-180, -90, 180, 90	False	atmosphere, climate, geophysical, ncep, noaa, pressure, reanalysis	https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_sea_level_pressure.json	https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_sea_level_pressure	proprietary
+NCEP_RE/surface_temp	NCEP/NCAR Reanalysis Data, Surface Temperature	image_collection	ee.ImageCollection('NCEP_RE/surface_temp')	NCEP	1948-01-01	2024-07-29	-180, -90, 180, 90	False	atmosphere, climate, geophysical, ncep, noaa, reanalysis, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_temp.json	https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_temp	proprietary
+NCEP_RE/surface_wv	NCEP/NCAR Reanalysis Data, Water Vapor	image_collection	ee.ImageCollection('NCEP_RE/surface_wv')	NCEP	1948-01-01	2024-07-29	-180, -90, 180, 90	False	atmosphere, climate, geophysical, ncep, noaa, precipitable, reanalysis, vapor	https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_wv.json	https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_wv	proprietary
 NOAA/CDR/ATMOS_NEAR_SURFACE/V2	NOAA CDR: Ocean Near-Surface Atmospheric Properties, Version 2	image_collection	ee.ImageCollection('NOAA/CDR/ATMOS_NEAR_SURFACE/V2')	NOAA	1988-01-01	2021-08-31	-180, -90, 180, 90	False	air_temperature, atmospheric, cdr, hourly, humidity, noaa, ocean, osb, wind	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_ATMOS_NEAR_SURFACE_V2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_ATMOS_NEAR_SURFACE_V2	proprietary
 NOAA/CDR/AVHRR/AOT/V3	NOAA CDR AVHRR AOT: Daily Aerosol Optical Thickness Over Global Oceans, v03 [deprecated]	image_collection	ee.ImageCollection('NOAA/CDR/AVHRR/AOT/V3')	NOAA	1981-01-01	2022-03-31	-180, -90, 180, 90	True	aerosol, aot, atmospheric, avhrr, cdr, daily, noaa, optical, pollution	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_AVHRR_AOT_V3.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_AVHRR_AOT_V3	proprietary
 NOAA/CDR/AVHRR/AOT/V4	NOAA CDR AVHRR AOT: Daily Aerosol Optical Thickness Over Global Oceans, v04	image_collection	ee.ImageCollection('NOAA/CDR/AVHRR/AOT/V4')	NOAA	1981-01-01	2024-06-30	-180, -90, 180, 90	False	aerosol, aot, atmospheric, avhrr, cdr, daily, noaa, optical, pollution	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_AVHRR_AOT_V4.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_AVHRR_AOT_V4	proprietary
@@ -588,36 +588,36 @@ NOAA/CDR/AVHRR/SR/V5	NOAA CDR AVHRR: Surface Reflectance, Version 5	image_collec
 NOAA/CDR/GRIDSAT-B1/V2	NOAA CDR GRIDSAT-B1: Geostationary IR Channel Brightness Temperature	image_collection	ee.ImageCollection('NOAA/CDR/GRIDSAT-B1/V2')	NOAA	1980-01-01	2024-03-31	-180, -90, 180, 90	False	brightness, cdr, fundamental, geostationary, infrared, isccp, noaa, reflectance, sr	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_GRIDSAT-B1_V2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_GRIDSAT-B1_V2	proprietary
 NOAA/CDR/HEAT_FLUXES/V2	NOAA CDR: Ocean Heat Fluxes, Version 2	image_collection	ee.ImageCollection('NOAA/CDR/HEAT_FLUXES/V2')	NOAA	1988-01-01	2021-08-31	-180, -90, 180, 90	False	atmospheric, cdr, flux, heat, hourly, noaa, ocean, osb	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_HEAT_FLUXES_V2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_HEAT_FLUXES_V2	proprietary
 NOAA/CDR/OISST/V2	NOAA CDR OISST v2: Optimum Interpolation Sea Surface Temperature [deprecated]	image_collection	ee.ImageCollection('NOAA/CDR/OISST/V2')	NOAA	1981-09-01	2020-04-26	-180, -90, 180, 90	True	avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_OISST_V2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2	proprietary
-NOAA/CDR/OISST/V2_1	NOAA CDR OISST v02r01: Optimum Interpolation Sea Surface Temperature	image_collection	ee.ImageCollection('NOAA/CDR/OISST/V2_1')	NOAA	1981-09-01	2024-07-29	-180, -90, 180, 90	False	avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_OISST_V2_1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2_1	proprietary
+NOAA/CDR/OISST/V2_1	NOAA CDR OISST v02r01: Optimum Interpolation Sea Surface Temperature	image_collection	ee.ImageCollection('NOAA/CDR/OISST/V2_1')	NOAA	1981-09-01	2024-07-30	-180, -90, 180, 90	False	avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_OISST_V2_1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2_1	proprietary
 NOAA/CDR/PATMOSX/V53	NOAA CDR PATMOSX: Cloud Properties, Reflectance, and Brightness Temperatures, Version 5.3	image_collection	ee.ImageCollection('NOAA/CDR/PATMOSX/V53')	NOAA	1979-01-01	2022-01-01	-180, -90, 180, 90	False	atmospheric, avhrr, brightness, cdr, cloud, metop, noaa, optical, poes, reflectance, temperature	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_PATMOSX_V53.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_PATMOSX_V53	proprietary
 NOAA/CDR/SST_PATHFINDER/V53	NOAA AVHRR Pathfinder Version 5.3 Collated Global 4km Sea Surface Temperature	image_collection	ee.ImageCollection('NOAA/CDR/SST_PATHFINDER/V53')	NOAA	1981-08-24	2023-12-30	-180, -90, 180, 90	False	avhrr, noaa, pathfinder, sea_ice, sst, temperature, wind	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_SST_PATHFINDER_V53.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_SST_PATHFINDER_V53	proprietary
 NOAA/CDR/SST_WHOI/V2	NOAA CDR WHOI: Sea Surface Temperature, Version 2	image_collection	ee.ImageCollection('NOAA/CDR/SST_WHOI/V2')	NOAA	1988-01-01	2021-08-31	-180, -90, 180, 90	False	atmospheric, cdr, hourly, noaa, ocean, oisst, osb, sst, whoi	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_SST_WHOI_V2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_SST_WHOI_V2	proprietary
-NOAA/CFSR	CFSR: Climate Forecast System Reanalysis	image_collection	ee.ImageCollection('NOAA/CFSR')	NOAA NWS National Centers for Environmental Prediction (NCEP)	2018-12-13	2024-07-28	-180, -90, 180, 90	False	climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSR.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSR	proprietary
-NOAA/CFSV2/FOR6H	CFSV2: NCEP Climate Forecast System Version 2, 6-Hourly Products	image_collection	ee.ImageCollection('NOAA/CFSV2/FOR6H')	NOAA NWS National Centers for Environmental Prediction (NCEP)	1979-01-01	2024-07-28	-180, -90, 180, 90	False	climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSV2_FOR6H.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSV2_FOR6H	proprietary
+NOAA/CFSR	CFSR: Climate Forecast System Reanalysis	image_collection	ee.ImageCollection('NOAA/CFSR')	NOAA NWS National Centers for Environmental Prediction (NCEP)	2018-12-13	2024-08-01	-180, -90, 180, 90	False	climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSR.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSR	proprietary
+NOAA/CFSV2/FOR6H	CFSV2: NCEP Climate Forecast System Version 2, 6-Hourly Products	image_collection	ee.ImageCollection('NOAA/CFSV2/FOR6H')	NOAA NWS National Centers for Environmental Prediction (NCEP)	1979-01-01	2024-08-01	-180, -90, 180, 90	False	climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSV2_FOR6H.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSV2_FOR6H	proprietary
 NOAA/DMSP-OLS/CALIBRATED_LIGHTS_V4	DMSP OLS: Global Radiance-Calibrated Nighttime Lights Version 4, Defense Meteorological Program Operational Linescan System	image_collection	ee.ImageCollection('NOAA/DMSP-OLS/CALIBRATED_LIGHTS_V4')	Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines	1996-03-16	2011-07-31	-180, -65, 180, 75	False	calibrated, dmsp, eog, imagery, lights, nighttime, ols, radiance, visible, yearly	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_DMSP-OLS_CALIBRATED_LIGHTS_V4.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_DMSP-OLS_CALIBRATED_LIGHTS_V4	proprietary
 NOAA/DMSP-OLS/NIGHTTIME_LIGHTS	DMSP OLS: Nighttime Lights Time Series Version 4, Defense Meteorological Program Operational Linescan System	image_collection	ee.ImageCollection('NOAA/DMSP-OLS/NIGHTTIME_LIGHTS')	Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines	1992-01-01	2014-01-01	-180, -65, 180, 75	False	dmsp, eog, imagery, lights, nighttime, ols, visible, yearly	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_DMSP-OLS_NIGHTTIME_LIGHTS.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_DMSP-OLS_NIGHTTIME_LIGHTS	proprietary
-NOAA/GFS0P25	GFS: Global Forecast System 384-Hour Predicted Atmosphere Data	image_collection	ee.ImageCollection('NOAA/GFS0P25')	NOAA/NCEP/EMC	2015-07-01	2024-08-01	-180, -90, 180, 90	False	climate, cloud, emc, flux, forecast, geophysical, gfs, humidity, ncep, noaa, precipitation, radiation, temperature, vapor, weather, wind	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GFS0P25.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GFS0P25	proprietary
-NOAA/GOES/16/FDCC	GOES-16 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS	image_collection	ee.ImageCollection('NOAA/GOES/16/FDCC')	NOAA	2017-05-24	2024-08-01	-152.11, 14, -49.18, 56.77	False	abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCC	proprietary
-NOAA/GOES/16/FDCF	GOES-16 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/16/FDCF')	NOAA	2017-05-24	2024-08-01	-180, -90, 180, 90	False	abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCF	proprietary
-NOAA/GOES/16/MCMIPC	GOES-16 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS	image_collection	ee.ImageCollection('NOAA/GOES/16/MCMIPC')	NOAA	2017-07-10	2024-08-01	-152.11, 14, -49.18, 56.77	False	abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPC	proprietary
-NOAA/GOES/16/MCMIPF	GOES-16 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/16/MCMIPF')	NOAA	2017-07-10	2024-08-01	-180, -90, 180, 90	False	abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPF	proprietary
-NOAA/GOES/16/MCMIPM	GOES-16 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Mesoscale	image_collection	ee.ImageCollection('NOAA/GOES/16/MCMIPM')	NOAA	2017-07-10	2024-08-01	-180, -90, 180, 90	False	abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPM.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPM	proprietary
+NOAA/GFS0P25	GFS: Global Forecast System 384-Hour Predicted Atmosphere Data	image_collection	ee.ImageCollection('NOAA/GFS0P25')	NOAA/NCEP/EMC	2015-07-01	2024-08-02	-180, -90, 180, 90	False	climate, cloud, emc, flux, forecast, geophysical, gfs, humidity, ncep, noaa, precipitation, radiation, temperature, vapor, weather, wind	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GFS0P25.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GFS0P25	proprietary
+NOAA/GOES/16/FDCC	GOES-16 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS	image_collection	ee.ImageCollection('NOAA/GOES/16/FDCC')	NOAA	2017-05-24	2024-08-02	-152.11, 14, -49.18, 56.77	False	abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCC	proprietary
+NOAA/GOES/16/FDCF	GOES-16 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/16/FDCF')	NOAA	2017-05-24	2024-08-02	-180, -90, 180, 90	False	abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCF	proprietary
+NOAA/GOES/16/MCMIPC	GOES-16 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS	image_collection	ee.ImageCollection('NOAA/GOES/16/MCMIPC')	NOAA	2017-07-10	2024-08-02	-152.11, 14, -49.18, 56.77	False	abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPC	proprietary
+NOAA/GOES/16/MCMIPF	GOES-16 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/16/MCMIPF')	NOAA	2017-07-10	2024-08-02	-180, -90, 180, 90	False	abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPF	proprietary
+NOAA/GOES/16/MCMIPM	GOES-16 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Mesoscale	image_collection	ee.ImageCollection('NOAA/GOES/16/MCMIPM')	NOAA	2017-07-10	2024-08-02	-180, -90, 180, 90	False	abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPM.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPM	proprietary
 NOAA/GOES/17/FDCC	GOES-17 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS	image_collection	ee.ImageCollection('NOAA/GOES/17/FDCC')	NOAA	2018-08-27	2023-01-10	-180, 14.57, 180, 53.51	False	abi, climate, fdc, fire, goes, goes_17, goes_s, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_FDCC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_FDCC	proprietary
 NOAA/GOES/17/FDCF	GOES-17 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/17/FDCF')	NOAA	2018-08-27	2023-01-10	-180, -90, 180, 90	False	abi, climate, fdc, fire, goes, goes_17, goes_s, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_FDCF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_FDCF	proprietary
 NOAA/GOES/17/MCMIPC	GOES-17 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS	image_collection	ee.ImageCollection('NOAA/GOES/17/MCMIPC')	NOAA	2018-12-04	2023-01-10	-180, 14.57, 180, 53.51	False	abi, climate, goes, goes_17, goes_s, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_MCMIPC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_MCMIPC	proprietary
 NOAA/GOES/17/MCMIPF	GOES-17 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/17/MCMIPF')	NOAA	2018-12-04	2023-01-10	-180, -90, 180, 90	False	abi, climate, goes, goes_17, goes_s, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_MCMIPF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_MCMIPF	proprietary
 NOAA/GOES/17/MCMIPM	GOES-17 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/17/MCMIPM')	NOAA	2018-12-04	2023-01-10	-180, -90, 180, 90	False	abi, climate, goes, goes_17, goes_s, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_MCMIPM.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_MCMIPM	proprietary
-NOAA/GOES/18/FDCC	GOES-18 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS	image_collection	ee.ImageCollection('NOAA/GOES/18/FDCC')	NOAA	2022-10-13	2024-08-01	-180, 14.57, 180, 53.51	False	abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCC	proprietary
-NOAA/GOES/18/FDCF	GOES-18 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/18/FDCF')	NOAA	2022-10-13	2024-08-01	-180, -90, 180, 90	False	abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCF	proprietary
-NOAA/GOES/18/MCMIPC	GOES-18 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS	image_collection	ee.ImageCollection('NOAA/GOES/18/MCMIPC')	NOAA	2018-12-04	2024-08-01	-180, 14.57, 180, 53.51	False	abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPC	proprietary
-NOAA/GOES/18/MCMIPF	GOES-18 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/18/MCMIPF')	NOAA	2018-12-04	2024-08-01	-180, -90, 180, 90	False	abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPF	proprietary
-NOAA/GOES/18/MCMIPM	GOES-18 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/18/MCMIPM')	NOAA	2018-12-04	2024-08-01	-180, -90, 180, 90	False	abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPM.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPM	proprietary
+NOAA/GOES/18/FDCC	GOES-18 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS	image_collection	ee.ImageCollection('NOAA/GOES/18/FDCC')	NOAA	2022-10-13	2024-08-02	-180, 14.57, 180, 53.51	False	abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCC	proprietary
+NOAA/GOES/18/FDCF	GOES-18 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/18/FDCF')	NOAA	2022-10-13	2024-08-02	-180, -90, 180, 90	False	abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCF	proprietary
+NOAA/GOES/18/MCMIPC	GOES-18 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS	image_collection	ee.ImageCollection('NOAA/GOES/18/MCMIPC')	NOAA	2018-12-04	2024-08-02	-180, 14.57, 180, 53.51	False	abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPC.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPC	proprietary
+NOAA/GOES/18/MCMIPF	GOES-18 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/18/MCMIPF')	NOAA	2018-12-04	2024-08-02	-180, -90, 180, 90	False	abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPF.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPF	proprietary
+NOAA/GOES/18/MCMIPM	GOES-18 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk	image_collection	ee.ImageCollection('NOAA/GOES/18/MCMIPM')	NOAA	2018-12-04	2024-08-02	-180, -90, 180, 90	False	abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPM.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPM	proprietary
 NOAA/IBTrACS/v4	International Best Track Archive for Climate Stewardship Project	table	ee.FeatureCollection('NOAA/IBTrACS/v4')	NOAA NCEI	1842-10-25	2024-05-19	-180, 0.4, 180, 63.1	False	hurricane, noaa, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_IBTrACS_v4.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_IBTrACS_v4	proprietary
 NOAA/NCEP_DOE_RE2/total_cloud_coverage	NCEP-DOE Reanalysis 2 (Gaussian Grid), Total Cloud Coverage	image_collection	ee.ImageCollection('NOAA/NCEP_DOE_RE2/total_cloud_coverage')	NOAA	1979-01-01	2024-06-30	-180, -90, 180, 90	False	atmosphere, climate, cloud, geophysical, ncep, noaa, reanalysis	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NCEP_DOE_RE2_total_cloud_coverage.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_NCEP_DOE_RE2_total_cloud_coverage	proprietary
 NOAA/NGDC/ETOPO1	ETOPO1: Global 1 Arc-Minute Elevation	image	ee.Image('NOAA/NGDC/ETOPO1')	NOAA	2008-08-01	2008-08-01	-180, -90, 180, 90	False	bedrock, dem, elevation, geophysical, ice, noaa, topography	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NGDC_ETOPO1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_NGDC_ETOPO1	proprietary
 NOAA/NHC/HURDAT2/atlantic	NOAA NHC HURDAT2 Atlantic Hurricane Catalog	table	ee.FeatureCollection('NOAA/NHC/HURDAT2/atlantic')	NOAA NHC	1851-06-25	2018-11-04	-109.5, 7.2, 63, 81	False	hurricane, nhc, noaa, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NHC_HURDAT2_atlantic.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_NHC_HURDAT2_atlantic	proprietary
 NOAA/NHC/HURDAT2/pacific	NOAA NHC HURDAT2 Pacific Hurricane Catalog	table	ee.FeatureCollection('NOAA/NHC/HURDAT2/pacific')	NOAA NHC	1949-06-11	2018-11-09	-180, 0.4, 180, 63.1	False	hurricane, nhc, noaa, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NHC_HURDAT2_pacific.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_NHC_HURDAT2_pacific	proprietary
-NOAA/NWS/RTMA	RTMA: Real-Time Mesoscale Analysis	image_collection	ee.ImageCollection('NOAA/NWS/RTMA')	NOAA/NWS	2011-01-01	2024-07-31	-130.17, 20.15, -60.81, 52.91	False	climate, cloud, geophysical, humidity, noaa, nws, precipitation, pressure, rtma, surface, temperature, visibility, weather, wind	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NWS_RTMA.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_NWS_RTMA	proprietary
+NOAA/NWS/RTMA	RTMA: Real-Time Mesoscale Analysis	image_collection	ee.ImageCollection('NOAA/NWS/RTMA')	NOAA/NWS	2011-01-01	2024-08-01	-130.17, 20.15, -60.81, 52.91	False	climate, cloud, geophysical, humidity, noaa, nws, precipitation, pressure, rtma, surface, temperature, visibility, weather, wind	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NWS_RTMA.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_NWS_RTMA	proprietary
 NOAA/PERSIANN-CDR	PERSIANN-CDR: Precipitation Estimation From Remotely Sensed Information Using Artificial Neural Networks-Climate Data Record	image_collection	ee.ImageCollection('NOAA/PERSIANN-CDR')	NOAA NCDC	1983-01-01	2023-12-31	-180, -60, 180, 60	False	cdr, climate, geophysical, ncdc, noaa, persiann, precipitation, weather	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_PERSIANN-CDR.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_PERSIANN-CDR	proprietary
 NOAA/VIIRS/001/VNP09GA	VNP09GA: VIIRS Surface Reflectance Daily 500m and 1km [deprecated]	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP09GA')	NASA LP DAAC at the USGS EROS Center	2012-01-19	2024-06-16	-180, -90, 180, 90	True	daily, nasa, noaa, npp, reflectance, sr, viirs, vnp09ga	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP09GA.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP09GA	proprietary
 NOAA/VIIRS/001/VNP09H1	VNP09H1: VIIRS Surface Reflectance 8-Day L3 Global 500m	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP09H1')	NASA LP DAAC at the USGS EROS Center	2012-01-19	2024-06-09	-180, -90, 180, 90	False	daily, nasa, noaa, npp, reflectance, sr, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP09H1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP09H1	proprietary
@@ -630,7 +630,7 @@ NOAA/VIIRS/001/VNP22Q2	VNP22Q2: Land Surface Phenology Yearly L3 Global 500m SIN
 NOAA/VIIRS/001/VNP43IA1	VNP43IA1: BRDF/Albedo Model Parameters Daily L3 Global 500m SIN Grid	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP43IA1')	NASA LP DAAC at the USGS EROS Center	2012-01-17	2024-06-09	-180, -90, 180, 90	False	land, nasa, noaa, surface, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP43IA1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP43IA1	proprietary
 NOAA/VIIRS/001/VNP43IA2	VNP43IA2: BRDF/Albedo Quality Daily L3 Global 500m SIN Grid	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP43IA2')	NASA LP DAAC at the USGS EROS Center	2012-01-17	2024-06-09	-180, -90, 180, 90	False	land, nasa, noaa, surface, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP43IA2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP43IA2	proprietary
 NOAA/VIIRS/001/VNP46A1	VNP46A1: VIIRS Daily Gridded Day Night Band 500m Linear Lat Lon Grid Night	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP46A1')	NASA GSFC / LAADS	2012-01-19	2024-07-31	-180, -90, 180, 90	False	daily, dnb, nasa, noaa, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A1	proprietary
-NOAA/VIIRS/001/VNP46A2	VNP46A2: VIIRS Lunar Gap-Filled BRDF Nighttime Lights Daily L3 Global 500m	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP46A2')	NASA LP DAAC at the USGS EROS Center	2012-01-19	2024-07-03	-180, -90, 180, 90	False	brdf, daily, nasa, noaa, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A2	proprietary
+NOAA/VIIRS/001/VNP46A2	VNP46A2: VIIRS Lunar Gap-Filled BRDF Nighttime Lights Daily L3 Global 500m	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP46A2')	NASA LP DAAC at the USGS EROS Center	2012-01-19	2024-07-05	-180, -90, 180, 90	False	brdf, daily, nasa, noaa, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A2.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A2	proprietary
 NOAA/VIIRS/001/VNP64A1	VNP64A1: Burned Area Monthly L4 Global 500m SIN Grid	image_collection	ee.ImageCollection('NOAA/VIIRS/001/VNP64A1')	NASA LP DAAC at the USGS EROS Center	2014-01-01	2019-01-01	-180, -90, 180, 90	False	burn, change_detection, land, nasa, noaa, surface, viirs	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP64A1.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP64A1	proprietary
 NOAA/VIIRS/DNB/ANNUAL_V21	VIIRS Nighttime Day/Night Annual Band Composites V2.1	image_collection	ee.ImageCollection('NOAA/VIIRS/DNB/ANNUAL_V21')	Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines	2012-04-01	2021-01-01	-180, -65, 180, 75	False	annual, dnb, eog, lights, nighttime, noaa, viirs, visible	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_DNB_ANNUAL_V21.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_ANNUAL_V21	proprietary
 NOAA/VIIRS/DNB/ANNUAL_V22	VIIRS Nighttime Day/Night Annual Band Composites V2.2	image_collection	ee.ImageCollection('NOAA/VIIRS/DNB/ANNUAL_V22')	Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines	2012-04-01	2022-01-01	-180, -65, 180, 75	False	annual, dnb, eog, lights, nighttime, noaa, viirs, visible	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_DNB_ANNUAL_V22.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_ANNUAL_V22	proprietary
@@ -638,7 +638,7 @@ NOAA/VIIRS/DNB/MONTHLY_V1/VCMCFG	VIIRS Nighttime Day/Night Band Composites Versi
 NOAA/VIIRS/DNB/MONTHLY_V1/VCMSLCFG	VIIRS Stray Light Corrected Nighttime Day/Night Band Composites Version 1	image_collection	ee.ImageCollection('NOAA/VIIRS/DNB/MONTHLY_V1/VCMSLCFG')	Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines	2014-01-01	2024-03-01	-180, -65, 180, 75	False	dnb, eog, lights, monthly, nighttime, noaa, stray_light, viirs, visible	https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_DNB_MONTHLY_V1_VCMSLCFG.json	https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_MONTHLY_V1_VCMSLCFG	proprietary
 NRCan/CDEM	Canadian Digital Elevation Model	image_collection	ee.ImageCollection('NRCan/CDEM')	NRCan	1945-01-01	2011-01-01	-142, 41, -52, 84	False	canada, cdem, dem, elevation, geophysical, nrcan, topography	https://storage.googleapis.com/earthengine-stac/catalog/NRCan/NRCan_CDEM.json	https://developers.google.com/earth-engine/datasets/catalog/NRCan_CDEM	OGL-Canada-2.0
 Netherlands/Beeldmateriaal/LUCHTFOTO_RGB	Netherlands orthophotos	image_collection	ee.ImageCollection('Netherlands/Beeldmateriaal/LUCHTFOTO_RGB')	Beeldmateriaal Nederland	2021-01-01	2022-12-31	50.75, 3.2, 53.7, 7.22	False	orthophoto, rgb, netherlands	https://storage.googleapis.com/earthengine-stac/catalog/Netherlands/Netherlands_Beeldmateriaal_LUCHTFOTO_RGB.json	https://developers.google.com/earth-engine/datasets/catalog/Netherlands_Beeldmateriaal_LUCHTFOTO_RGB	CC-BY-4.0
-OREGONSTATE/PRISM/AN81d	PRISM Daily Spatial Climate Dataset AN81d	image_collection	ee.ImageCollection('OREGONSTATE/PRISM/AN81d')	PRISM / OREGONSTATE	1981-01-01	2024-07-28	-125, 24, -66, 50	False	climate, daily, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather	https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_AN81d.json	https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_AN81d	proprietary
+OREGONSTATE/PRISM/AN81d	PRISM Daily Spatial Climate Dataset AN81d	image_collection	ee.ImageCollection('OREGONSTATE/PRISM/AN81d')	PRISM / OREGONSTATE	1981-01-01	2024-07-29	-125, 24, -66, 50	False	climate, daily, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather	https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_AN81d.json	https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_AN81d	proprietary
 OREGONSTATE/PRISM/AN81m	PRISM Monthly Spatial Climate Dataset AN81m	image_collection	ee.ImageCollection('OREGONSTATE/PRISM/AN81m')	PRISM / OREGONSTATE	1895-01-01	2024-06-01	-125, 24, -66, 50	False	climate, geophysical, monthly, oregonstate, precipitation, pressure, prism, temperature, vapor, weather	https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_AN81m.json	https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_AN81m	proprietary
 OREGONSTATE/PRISM/Norm81m	PRISM Long-Term Average Climate Dataset Norm81m [deprecated]	image_collection	ee.ImageCollection('OREGONSTATE/PRISM/Norm81m')	PRISM / OREGONSTATE	1981-01-01	2010-12-31	-125, 24, -66, 50	True	30_year, climate, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather	https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_Norm81m.json	https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_Norm81m	proprietary
 OREGONSTATE/PRISM/Norm91m	PRISM Long-Term Average Climate Dataset Norm91m	image_collection	ee.ImageCollection('OREGONSTATE/PRISM/Norm91m')	PRISM / OREGONSTATE	1991-01-01	2020-12-31	-125, 24, -66, 50	False	30_year, climate, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather	https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_Norm91m.json	https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_Norm91m	proprietary
@@ -701,7 +701,7 @@ TIGER/2018/States	TIGER: US Census States 2018	table	ee.FeatureCollection('TIGER
 TIGER/2020/BG	TIGER: US Census Block Groups (BG) 2020	table	ee.FeatureCollection('TIGER/2020/BG')	United States Census Bureau	2020-01-01	2020-01-02	-180, -14.69, -64.435, 71.567	False	census, city, neighborhood, tiger, urban, us	https://storage.googleapis.com/earthengine-stac/catalog/TIGER/TIGER_2020_BG.json	https://developers.google.com/earth-engine/datasets/catalog/TIGER_2020_BG	proprietary
 TIGER/2020/TABBLOCK20	TIGER: 2020 Tabulation (Census) Block 	table	ee.FeatureCollection('TIGER/2020/TABBLOCK20')	United States Census Bureau	2020-01-01	2020-01-02	-180, -14.69, -64.435, 71.567	False	census, city, neighborhood, tiger, urban, us	https://storage.googleapis.com/earthengine-stac/catalog/TIGER/TIGER_2020_TABBLOCK20.json	https://developers.google.com/earth-engine/datasets/catalog/TIGER_2020_TABBLOCK20	proprietary
 TIGER/2020/TRACT	TIGER: US Census Tracts	table	ee.FeatureCollection('TIGER/2020/TRACT')	United States Census Bureau	2020-01-01	2020-01-02	-180, -14.69, -64.435, 71.567	False	census, city, neighborhood, tiger, urban, us	https://storage.googleapis.com/earthengine-stac/catalog/TIGER/TIGER_2020_TRACT.json	https://developers.google.com/earth-engine/datasets/catalog/TIGER_2020_TRACT	proprietary
-TOMS/MERGED	TOMS and OMI Merged Ozone Data	image_collection	ee.ImageCollection('TOMS/MERGED')	NASA / GES DISC	1978-11-01	2024-07-29	-180, -90, 180, 90	False	atmosphere, aura, climate, geophysical, ges_disc, goddard, nasa, omi, ozone, toms	https://storage.googleapis.com/earthengine-stac/catalog/TOMS/TOMS_MERGED.json	https://developers.google.com/earth-engine/datasets/catalog/TOMS_MERGED	proprietary
+TOMS/MERGED	TOMS and OMI Merged Ozone Data	image_collection	ee.ImageCollection('TOMS/MERGED')	NASA / GES DISC	1978-11-01	2024-07-30	-180, -90, 180, 90	False	atmosphere, aura, climate, geophysical, ges_disc, goddard, nasa, omi, ozone, toms	https://storage.googleapis.com/earthengine-stac/catalog/TOMS/TOMS_MERGED.json	https://developers.google.com/earth-engine/datasets/catalog/TOMS_MERGED	proprietary
 TRMM/3B42	TRMM 3B42: 3-Hourly Precipitation Estimates	image_collection	ee.ImageCollection('TRMM/3B42')	NASA GES DISC at NASA Goddard Space Flight Center	1998-01-01	2019-12-31	-180, -50, 180, 50	False	3_hourly, climate, geophysical, jaxa, nasa, precipitation, rainfall, trmm, weather	https://storage.googleapis.com/earthengine-stac/catalog/TRMM/TRMM_3B42.json	https://developers.google.com/earth-engine/datasets/catalog/TRMM_3B42	proprietary
 TRMM/3B43V7	TRMM 3B43: Monthly Precipitation Estimates	image_collection	ee.ImageCollection('TRMM/3B43V7')	NASA GES DISC at NASA Goddard Space Flight Center	1998-01-01	2019-12-01	-180, -50, 180, 50	False	climate, geophysical, jaxa, nasa, precipitation, rainfall, trmm, weather	https://storage.googleapis.com/earthengine-stac/catalog/TRMM/TRMM_3B43V7.json	https://developers.google.com/earth-engine/datasets/catalog/TRMM_3B43V7	proprietary
 TUBerlin/BigEarthNet/v1	TUBerlin/BigEarthNet/v1	image_collection	ee.ImageCollection('TUBerlin/BigEarthNet/v1')	BigEarthNet	2017-06-01	2018-05-31	-9, 36.9, 31.6, 68.1	False	chip, copernicus, corine_derived, label, ml, sentinel, tile	https://storage.googleapis.com/earthengine-stac/catalog/TUBerlin/TUBerlin_BigEarthNet_v1.json	https://developers.google.com/earth-engine/datasets/catalog/TUBerlin_BigEarthNet_v1	proprietary
@@ -792,7 +792,7 @@ USGS/WBD/2017/HUC06	HUC06: USGS Watershed Boundary Dataset of Basins	table	ee.Fe
 USGS/WBD/2017/HUC08	HUC08: USGS Watershed Boundary Dataset of Subbasins	table	ee.FeatureCollection('USGS/WBD/2017/HUC08')	United States Geological Survey	2017-04-22	2017-04-23	-180, -14.69, 180, 71.567	False	hydrology, usgs, water, watershed, wbd	https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_WBD_2017_HUC08.json	https://developers.google.com/earth-engine/datasets/catalog/USGS_WBD_2017_HUC08	proprietary
 USGS/WBD/2017/HUC10	HUC10: USGS Watershed Boundary Dataset of Watersheds	table	ee.FeatureCollection('USGS/WBD/2017/HUC10')	United States Geological Survey	2017-04-22	2017-04-23	-180, -14.69, 180, 71.567	False	hydrology, usgs, water, watershed, wbd	https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_WBD_2017_HUC10.json	https://developers.google.com/earth-engine/datasets/catalog/USGS_WBD_2017_HUC10	proprietary
 USGS/WBD/2017/HUC12	HUC12: USGS Watershed Boundary Dataset of Subwatersheds	table	ee.FeatureCollection('USGS/WBD/2017/HUC12')	United States Geological Survey	2017-04-22	2017-04-23	-180, -14.69, 180, 71.567	False	hydrology, usgs, water, watershed, wbd	https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_WBD_2017_HUC12.json	https://developers.google.com/earth-engine/datasets/catalog/USGS_WBD_2017_HUC12	proprietary
-UTOKYO/WTLAB/KBDI/v1	KBDI: Keetch-Byram Drought Index	image_collection	ee.ImageCollection('UTOKYO/WTLAB/KBDI/v1')	Institute of Industrial Science, The University of Tokyo, Japan	2007-01-01	2024-07-30	60, -60, 180, 60	False	drought, kbdi, lst_derived, rainfall, utokyo, wtlab	https://storage.googleapis.com/earthengine-stac/catalog/UTOKYO/UTOKYO_WTLAB_KBDI_v1.json	https://developers.google.com/earth-engine/datasets/catalog/UTOKYO_WTLAB_KBDI_v1	CC-BY-4.0
+UTOKYO/WTLAB/KBDI/v1	KBDI: Keetch-Byram Drought Index	image_collection	ee.ImageCollection('UTOKYO/WTLAB/KBDI/v1')	Institute of Industrial Science, The University of Tokyo, Japan	2007-01-01	2024-07-31	60, -60, 180, 60	False	drought, kbdi, lst_derived, rainfall, utokyo, wtlab	https://storage.googleapis.com/earthengine-stac/catalog/UTOKYO/UTOKYO_WTLAB_KBDI_v1.json	https://developers.google.com/earth-engine/datasets/catalog/UTOKYO_WTLAB_KBDI_v1	CC-BY-4.0
 VITO/PROBAV/C1/S1_TOC_100M	PROBA-V C1 Top Of Canopy Daily Synthesis 100m	image_collection	ee.ImageCollection('VITO/PROBAV/C1/S1_TOC_100M')	Vito / ESA	2013-10-17	2021-10-31	-180, -90, 180, 90	False	esa, multispectral, nir, proba, probav, swir, vito	https://storage.googleapis.com/earthengine-stac/catalog/VITO/VITO_PROBAV_C1_S1_TOC_100M.json	https://developers.google.com/earth-engine/datasets/catalog/VITO_PROBAV_C1_S1_TOC_100M	proprietary
 VITO/PROBAV/C1/S1_TOC_333M	PROBA-V C1 Top Of Canopy Daily Synthesis 333m	image_collection	ee.ImageCollection('VITO/PROBAV/C1/S1_TOC_333M')	Vito / ESA	2013-10-17	2021-10-31	-180, -90, 180, 90	False	esa, multispectral, nir, proba, probav, swir, vito	https://storage.googleapis.com/earthengine-stac/catalog/VITO/VITO_PROBAV_C1_S1_TOC_333M.json	https://developers.google.com/earth-engine/datasets/catalog/VITO_PROBAV_C1_S1_TOC_333M	proprietary
 VITO/PROBAV/S1_TOC_100M	PROBA-V C0 Top Of Canopy Daily Synthesis 100m [deprecated]	image_collection	ee.ImageCollection('VITO/PROBAV/S1_TOC_100M')	Vito / ESA	2013-10-17	2016-12-14	-180, -90, 180, 90	True	esa, multispectral, nir, proba, probav, swir, vito	https://storage.googleapis.com/earthengine-stac/catalog/VITO/VITO_PROBAV_S1_TOC_100M.json	https://developers.google.com/earth-engine/datasets/catalog/VITO_PROBAV_S1_TOC_100M	proprietary
@@ -872,4 +872,4 @@ projects/planet-nicfi/assets/basemaps/americas	NICFI Satellite Data Program Base
 projects/planet-nicfi/assets/basemaps/asia	NICFI Satellite Data Program Basemaps for Tropical Forest Monitoring - Asia	image_collection	ee.ImageCollection('projects/planet-nicfi/assets/basemaps/asia')	Planet	2015-12-01	2024-06-01	-180, -27.5, 180, 30.2	False	basemaps, forest, nicfi, planet, sr, surface_reflectance, tropics	https://storage.googleapis.com/earthengine-stac/catalog/planet-nicfi/projects_planet-nicfi_assets_basemaps_asia.json	https://developers.google.com/earth-engine/datasets/catalog/projects_planet-nicfi_assets_basemaps_asia	proprietary
 projects/sat-io/open-datasets/GLOBathy/GLOBathy_bathymetry	GLOBathy Global lakes bathymetry dataset	image	ee.Image('projects/sat-io/open-datasets/GLOBathy/GLOBathy_bathymetry')	Bahram Khazaei	2022-01-26	2022-01-26	-180, -90, 180, 90	False	bathymetry, hydrology, lake	https://storage.googleapis.com/earthengine-stac/catalog/sat-io/projects_sat-io_open-datasets_GLOBathy_GLOBathy_bathymetry.json	https://developers.google.com/earth-engine/datasets/catalog/projects_sat-io_open-datasets_GLOBathy_GLOBathy_bathymetry	CC0-1.0
 projects/sat-io/open-datasets/ORNL/LANDSCAN_GLOBAL	LandScan Population Data Global 1km	image_collection	ee.ImageCollection('projects/sat-io/open-datasets/ORNL/LANDSCAN_GLOBAL')	Oak Ridge National Laboratory	2000-01-01	2022-12-31	-180, -90, 180, 90	False	demography, landscan, population	https://storage.googleapis.com/earthengine-stac/catalog/sat-io/projects_sat-io_open-datasets_ORNL_LANDSCAN_GLOBAL.json	https://developers.google.com/earth-engine/datasets/catalog/projects_sat-io_open-datasets_ORNL_LANDSCAN_GLOBAL	CC-BY-4.0
-projects/sat-io/open-datasets/us-drought-monitor	United States Drought Monitor	image_collection	ee.ImageCollection('projects/sat-io/open-datasets/us-drought-monitor')	National Drought Mitigation Center	2000-01-04	2024-07-16	-180, -90, 180, 90	False	drought, ndmc, noaa, usda	https://storage.googleapis.com/earthengine-stac/catalog/sat-io/projects_sat-io_open-datasets_us-drought-monitor.json	https://developers.google.com/earth-engine/datasets/catalog/projects_sat-io_open-datasets_us-drought-monitor	proprietary
+projects/sat-io/open-datasets/us-drought-monitor	United States Drought Monitor	image_collection	ee.ImageCollection('projects/sat-io/open-datasets/us-drought-monitor')	National Drought Mitigation Center	2000-01-04	2024-07-23	-180, -90, 180, 90	False	drought, ndmc, noaa, usda	https://storage.googleapis.com/earthengine-stac/catalog/sat-io/projects_sat-io_open-datasets_us-drought-monitor.json	https://developers.google.com/earth-engine/datasets/catalog/projects_sat-io_open-datasets_us-drought-monitor	proprietary
diff --git a/nasa_cmr_catalog.json b/nasa_cmr_catalog.json
index 7bbc2ff..dc532ae 100644
--- a/nasa_cmr_catalog.json
+++ b/nasa_cmr_catalog.json
@@ -3665,136 +3665,6 @@
         "description": "The OMPS-NPP L2 NP Ozone (O3) Total Column swath orbital product provides ozone profile retrievals from the Ozone Mapping and Profiling Suite (OMPS) Nadir-Profiler (NP) instrument on the Suomi-NPP satellite in Near Real Time. The V8 ozone profile algorithm relies on nadir profiler measurements made in the 250 to 310 nm range, as well as from measurements from the nadir mapper in the 300 to 380 nm range. Ozone mixing ratios are reported at 15 pressure levels between 50 and 0.5 hPa. Additionally, this data product contains measurements of total ozone, UV aerosol index and reflectivities at 331 and 380 nm. Each granule contains data from the daylight portion of each orbit measured for a full day. Spatial coverage is global (-82 to +82 degrees latitude), and there are about 14.5 orbits per day, each has typically 80 profiles. The NP footprint size is 250 km x 250 km. The L2 NP Ozone data are written using the Hierarchical Data Format Version 5 or HDF5.",
         "license": "not-provided"
     },
-    {
-        "id": "NRSCC_GLASS_ FAPAR_MODIS_0.05D.v11",
-        "title": "NRSCC_GLASS_ FAPAR_MODIS_0.05D",
-        "catalog": "NRSCC",
-        "state_date": "2010-02-18",
-        "end_date": "",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351149-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351149-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_ FAPAR_MODIS_0.05D.v11",
-        "description": "This Global LAnd Surface Satellite (GLASS) Fraction of Absorbed Photosynthetically Active Radiation (FAPAR)  product was generated using MODIS products.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_ FAPAR_MODIS_1KM.v11",
-        "title": "NRSCC_GLASS_ FAPAR_MODIS_1KM",
-        "catalog": "NRSCC",
-        "state_date": "2000-02-18",
-        "end_date": "",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351155-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351155-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_ FAPAR_MODIS_1KM.v11",
-        "description": "This Global LAnd Surface Satellite (GLASS)  Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) product was developed using MODIS datasets.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_ LAI_AVHRR_0.05D.v11",
-        "title": "NRSCC_GLASS_ LAI_AVHRR_0.05D",
-        "catalog": "NRSCC",
-        "state_date": "1981-01-01",
-        "end_date": "2018-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351175-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351175-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_ LAI_AVHRR_0.05D.v11",
-        "description": "This Global LAnd Surface Satellite (GLASS) Leaf Area Index (LAI)  product was developed using AVHRR datasets.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_ LAI_MODIS_0.05D.v11",
-        "title": "NRSCC_GLASS_ LAI_MODIS_0.05D",
-        "catalog": "NRSCC",
-        "state_date": "2000-02-18",
-        "end_date": "",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351151-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351151-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_ LAI_MODIS_0.05D.v11",
-        "description": "This Global LAnd Surface Satellite (GLASS) Leaf Area Index (LAI) product was developed using MODIS datasets.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_Albedo_AVHRR.v11",
-        "title": "NRSCC_GLASS_Albedo_AVHRR",
-        "catalog": "NRSCC",
-        "state_date": "2002-01-01",
-        "end_date": "2015-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351177-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351177-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_Albedo_AVHRR.v11",
-        "description": "Global high-resolution land surface albedo data from NOAA/AVHRR, generated by Global LAnd Surface Satellite (GLASS) Dataset production team.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_Albedo_MODIS_0.05D.v11",
-        "title": "NRSCC_GLASS_Albedo_MODIS_0.05D",
-        "catalog": "NRSCC",
-        "state_date": "2000-01-01",
-        "end_date": "2018-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351167-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351167-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_Albedo_MODIS_0.05D.v11",
-        "description": "The Global LAnd Surface Satellite (GLASS) Albedo product derived from MODIS.  The horizontal resolution is 0.05 Degree.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_Albedo_MODIS_1KM.v11",
-        "title": "NRSCC_GLASS_Albedo_MODIS_1KM",
-        "catalog": "NRSCC",
-        "state_date": "2000-01-01",
-        "end_date": "2018-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351152-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351152-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_Albedo_MODIS_1KM.v11",
-        "description": "The Global LAnd Surface Satellite (GLASS) Albedo product derived from MODIS. The horizontal resolution is 1KM.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_BBE_AVHRR.v11",
-        "title": "NRSCC_GLASS_BBE_AVHRR",
-        "catalog": "NRSCC",
-        "state_date": "1982-01-01",
-        "end_date": "2017-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351148-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351148-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_BBE_AVHRR.v11",
-        "description": "The Global LAnd Surface Satellite (GLASS) broadband emissivity (BBE) product derived from AVHRR.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_BBE_MODIS_0.05D.v11",
-        "title": "NRSCC_GLASS_BBE_MODIS_0.05D",
-        "catalog": "NRSCC",
-        "state_date": "2000-02-18",
-        "end_date": "2018-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351185-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351185-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_BBE_MODIS_0.05D.v11",
-        "description": "The Global LAnd Surface Satellite (GLASS) broadband emissivity (BBE) product derived from MODIS. The horizontal resolution is 0.05 Degree.",
-        "license": "not-provided"
-    },
-    {
-        "id": "NRSCC_GLASS_BBE_MODIS_1KM.v11",
-        "title": "NRSCC_GLASS_BBE_MODIS_1KM",
-        "catalog": "NRSCC",
-        "state_date": "2000-02-18",
-        "end_date": "2018-12-31",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351153-NRSCC.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2205351153-NRSCC.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/NRSCC/collections/NRSCC_GLASS_BBE_MODIS_1KM.v11",
-        "description": "NRSCC_GLASS_BBE_MODIS_1KM",
-        "license": "not-provided"
-    },
     {
         "id": "NSF-ANT05-37371",
         "title": "A Broadband Seismic Experiment to Image the Lithosphere Beneath the Gamburtsev Mountains and Surrounding Areas, East Antarctica",
@@ -4523,19 +4393,6 @@
         "description": "The WorldView-2 Level 1B Multispectral 8-Band Imagery collection contains satellite imagery acquired from Maxar Technologies (formerly known as DigitalGlobe) by the Commercial Smallsat Data Acquisition (CSDA) Program. Imagery is collected by the DigitalGlobe WorldView-2 satellite using the WorldView-110 camera across the global land surface from October 2009 to the present. This satellite imagery is in the visible and near-infrared waveband range with data in the coastal, blue, green, yellow, red, red edge, and near-infrared (2 bands) wavelengths. It has a spatial resolution of 1.85m at nadir and a temporal resolution of approximately 1.1 days. The data are provided in National Imagery Transmission Format (NITF) and GeoTIFF formats. This level 1B data is sensor corrected and is an un-projected (raw) product. The data potentially serve a wide variety of applications that require high resolution imagery. Data access is restricted based on a National Geospatial-Intelligence Agency (NGA) license, and investigators must be approved by the CSDA Program.",
         "license": "not-provided"
     },
-    {
-        "id": "WV02_Pan_L1B.v1",
-        "title": "WorldView-2 Level 1B Panchromatic Satellite Imagery",
-        "catalog": "CSDA",
-        "state_date": "2009-10-08",
-        "end_date": "",
-        "bbox": "-180, -90, 180, 90",
-        "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2497398128-CSDA.json",
-        "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2497398128-CSDA.html",
-        "href": "https://cmr.earthdata.nasa.gov/stac/CSDA/collections/WV02_Pan_L1B.v1",
-        "description": "The WorldView-2 Level 1B Panchromatic Imagery collection contains satellite imagery acquired from Maxar Technologies (formerly known as DigitalGlobe) by the Commercial Smallsat Data Acquisition (CSDA) Program. Imagery is collected by the DigitalGlobe WorldView-2 satellite using the WorldView-110 camera across the global land surface from October 2009 to the present. This data product includes panchromatic imagery with a spatial resolution of 0.46m and a temporal resolution of approximately 1.1 days. The data are provided in National Imagery Transmission Format (NITF) and GeoTIFF formats. This level 1B data is sensor corrected and is an un-projected (raw) product. The data potentially serve a wide variety of applications that require high resolution imagery. Data access is restricted based on a National Geospatial-Intelligence Agency (NGA) license, and investigators must be approved by the CSDA Program.",
-        "license": "not-provided"
-    },
     {
         "id": "WaterBalance_Daily_Historical_GRIDMET.v1.5",
         "title": "Daily Historical Water Balance Products for the CONUS",
diff --git a/nasa_cmr_catalog.tsv b/nasa_cmr_catalog.tsv
index 692913e..06fd853 100644
--- a/nasa_cmr_catalog.tsv
+++ b/nasa_cmr_catalog.tsv
@@ -281,16 +281,6 @@ NMMIEAI-L2-NRT.v2	OMPS-NPP L2 NM Aerosol Index swath orbital NRT	OMINRT	2011-11-
 NMSO2-PCA-L2-NRT.v2	OMPS/NPP PCA SO2 Total Column 1-Orbit L2 Swath 50x50km NRT	OMINRT	2011-10-28		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C1439293808-OMINRT.json	The OMPS-NPP L2 NM Sulfur Dioxide (SO2) Total and Tropospheric Column swath orbital collection 2 version 2.0 product contains the retrieved sulfur dioxide (SO2) measured by the Ozone Mapping and Profiling Suite (OMPS) Nadir-Mapper (NM) sensor on the Suomi-NPP satellite. A Principle Component Analysis (PCA) algorithm is used to retrieve the SO2 total column amount and column amounts in the lower (centered at 2.5 km), middle (centered at 7.5 km) and upper (centered at 11 km) troposphere, as well as the lower stratosphere (centered at 16 km). Each granule contains data from the daylight portion for a single orbit or about 50 minutes. Spatial coverage is global (-90 to 90 degrees latitude), and there are about 14 orbits per day each with a swath width of 2600 km. There are 35 pixels in the cross-track direction, with a pixel resolution of about 50 km x 50 km at nadir. The files are written using the Hierarchical Data Format Version 5 or HDF5.	not-provided
 NMTO3NRT.v2	OMPS-NPP L2 NM Ozone (O3) Total Column swath orbital NRT	OMINRT	2011-10-28		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C1439272084-OMINRT.json	The OMPS-NPP L2 NM Ozone (O3) Total Column swath orbital product provides  total ozone measurements from the Ozone Mapping and Profiling Suite (OMPS)  Nadir-Mapper (NM) instrument on the Suomi-NPP satellite.The total column  ozone amount is derived from normalized radiances using 2 wavelength pairs  317.5 and 331.2 nm under most conditions, and 331.2 and 360 nm for high  ozone and high solar zenith angle conditions. Additionally, this data  product contains measurements of UV aerosol index and reflectivity at  331 nm.Each granule contains data from the daylight portion of each orbit  measured for a full day. Spatial coverage is global (-90 to  90 degrees  latitude), and there are about 14.5 orbits per day, each has typically 400  swaths. The swath width of the NM is about 2800 km with 36 scenes, or  pixels, with a footprint size of 50 km x 50 km at nadir. The L2 NM Ozone  data are written using the Hierarchical Data Format Version 5 or HDF5.	not-provided
 NPBUVO3-L2-NRT.v2	OMPS-NPP L2 NP Ozone (O3) Vertical Profile swath orbital NRT	OMINRT	2011-10-28		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C1439296101-OMINRT.json	The OMPS-NPP L2 NP Ozone (O3) Total Column swath orbital product provides ozone profile retrievals from the Ozone Mapping and Profiling Suite (OMPS) Nadir-Profiler (NP) instrument on the Suomi-NPP satellite in Near Real Time. The V8 ozone profile algorithm relies on nadir profiler measurements made in the 250 to 310 nm range, as well as from measurements from the nadir mapper in the 300 to 380 nm range. Ozone mixing ratios are reported at 15 pressure levels between 50 and 0.5 hPa. Additionally, this data product contains measurements of total ozone, UV aerosol index and reflectivities at 331 and 380 nm. Each granule contains data from the daylight portion of each orbit measured for a full day. Spatial coverage is global (-82 to +82 degrees latitude), and there are about 14.5 orbits per day, each has typically 80 profiles. The NP footprint size is 250 km x 250 km. The L2 NP Ozone data are written using the Hierarchical Data Format Version 5 or HDF5.	not-provided
-NRSCC_GLASS_ FAPAR_MODIS_0.05D.v11	NRSCC_GLASS_ FAPAR_MODIS_0.05D	NRSCC	2010-02-18		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351149-NRSCC.json	This Global LAnd Surface Satellite (GLASS) Fraction of Absorbed Photosynthetically Active Radiation (FAPAR)  product was generated using MODIS products.	not-provided
-NRSCC_GLASS_ FAPAR_MODIS_1KM.v11	NRSCC_GLASS_ FAPAR_MODIS_1KM	NRSCC	2000-02-18		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351155-NRSCC.json	This Global LAnd Surface Satellite (GLASS)  Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) product was developed using MODIS datasets.	not-provided
-NRSCC_GLASS_ LAI_AVHRR_0.05D.v11	NRSCC_GLASS_ LAI_AVHRR_0.05D	NRSCC	1981-01-01	2018-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351175-NRSCC.json	This Global LAnd Surface Satellite (GLASS) Leaf Area Index (LAI)  product was developed using AVHRR datasets.	not-provided
-NRSCC_GLASS_ LAI_MODIS_0.05D.v11	NRSCC_GLASS_ LAI_MODIS_0.05D	NRSCC	2000-02-18		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351151-NRSCC.json	This Global LAnd Surface Satellite (GLASS) Leaf Area Index (LAI) product was developed using MODIS datasets.	not-provided
-NRSCC_GLASS_Albedo_AVHRR.v11	NRSCC_GLASS_Albedo_AVHRR	NRSCC	2002-01-01	2015-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351177-NRSCC.json	Global high-resolution land surface albedo data from NOAA/AVHRR, generated by Global LAnd Surface Satellite (GLASS) Dataset production team.	not-provided
-NRSCC_GLASS_Albedo_MODIS_0.05D.v11	NRSCC_GLASS_Albedo_MODIS_0.05D	NRSCC	2000-01-01	2018-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351167-NRSCC.json	The Global LAnd Surface Satellite (GLASS) Albedo product derived from MODIS.  The horizontal resolution is 0.05 Degree.	not-provided
-NRSCC_GLASS_Albedo_MODIS_1KM.v11	NRSCC_GLASS_Albedo_MODIS_1KM	NRSCC	2000-01-01	2018-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351152-NRSCC.json	The Global LAnd Surface Satellite (GLASS) Albedo product derived from MODIS. The horizontal resolution is 1KM.	not-provided
-NRSCC_GLASS_BBE_AVHRR.v11	NRSCC_GLASS_BBE_AVHRR	NRSCC	1982-01-01	2017-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351148-NRSCC.json	The Global LAnd Surface Satellite (GLASS) broadband emissivity (BBE) product derived from AVHRR.	not-provided
-NRSCC_GLASS_BBE_MODIS_0.05D.v11	NRSCC_GLASS_BBE_MODIS_0.05D	NRSCC	2000-02-18	2018-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351185-NRSCC.json	The Global LAnd Surface Satellite (GLASS) broadband emissivity (BBE) product derived from MODIS. The horizontal resolution is 0.05 Degree.	not-provided
-NRSCC_GLASS_BBE_MODIS_1KM.v11	NRSCC_GLASS_BBE_MODIS_1KM	NRSCC	2000-02-18	2018-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2205351153-NRSCC.json	NRSCC_GLASS_BBE_MODIS_1KM	not-provided
 NSF-ANT05-37371	A Broadband Seismic Experiment to Image the Lithosphere Beneath the Gamburtsev Mountains and Surrounding Areas, East Antarctica	AMD_USAPDC	2007-10-01	2013-09-30	40, -84, 140, -76	https://cmr.earthdata.nasa.gov/search/concepts/C2532069799-AMD_USAPDC.json	This award supports a seismological study of the Gamburtsev Subglacial Mountains (GSM), a Texas-sized mountain range buried beneath the ice sheets of East Antarctica. The project will perform a passive seismic experiment deploying twenty-three seismic stations over the GSM to characterize the structure of the crust and upper mantle, and determine the processes driving uplift. The outcomes will also offer constraints on the terrestrial heat flux, a key variable in modeling ice sheet formation and behavior. Virtually unexplored, the GSM represents the largest unstudied area of crustal uplift on earth. As well, the region is the starting point for growth of the Antarctic ice sheets.  Because of these outstanding questions, the GSM has been identified by the international Antarctic science community as a research focus for the International Polar Year (2007-2009). In addition to this seismic experiment, NSF is also supporting an aerogeophysical survey of the GSM under award number 0632292. Major international partners in the project include Germany, China, Australia, and the United Kingdom. For more information see IPY Project #67 at IPY.org. In terms of broader impacts, this project also supports postdoctoral and graduate student research, and various forms of outreach.	not-provided
 NSF-ANT10-43485.v1	A New Reconstruction of the Last West Antarctic Ice Sheet Deglaciation in the Ross Sea	AMD_USAPDC	2011-07-01	2015-06-30	-160, -78, -150, -68	https://cmr.earthdata.nasa.gov/search/concepts/C2532069944-AMD_USAPDC.json	This award supports a project to develop a better understanding of the response of the WAIS to climate change. The timing of the last deglaciation of the western Ross Sea will be improved using in situ terrestrial cosmogenic nuclides (3He, 10Be, 14C, 26Al, 36Cl) to date glacial erratics at key areas and elevations along the western Ross Sea coast. A state-of-the art ice sheet-shelf model will be used to identify mechanisms of deglaciation of the Ross Sea sector of WAIS. The model results and forcing will be compared with observations including the new cosmogenic data proposed here, with the aim of better determining and understanding the history and causes of WAIS deglaciation in the Ross Sea. There is considerable uncertainty, however, in the history of grounding line retreat from its last glacial maximum position, and virtually nothing is known about the timing of ice- surface lowering prior to ~10,000 years ago. Given these uncertainties, we are currently unable to assess one of the most important questions regarding the last deglaciation of the global ice sheets, namely as to whether the Ross Sea sector of WAIS contributed significantly to meltwater pulse 1A (MWP-1A), an extraordinarily rapid (~500-year duration) episode of ~20 m sea-level rise that occurred ~14,500 years ago. The intellectual merit of this project is that recent observations of startling changes at the margins of the Greenland and Antarctic ice sheets indicate that dynamic responses to warming may play a much greater role in the future mass balance of ice sheets than considered in current numerical projections of sea level rise. The broader impacts of this work are that it has direct societal relevance to developing an improved understanding of the response of the West Antarctic ice sheet to current and possible future environmental changes including the sea-level response to glacier and ice sheet melting due to global warming. The PI will communicate results from this project to a variety of audiences through the publication of peer-reviewed papers and by giving talks to public audiences. Finally the project will support a graduate student and undergraduate students in all phases of field-work, laboratory work and data interpretation. 	not-provided
 NSF-ANT10-43517	A new reconstruction of the last West Antarctic Ice Sheet deglaciation in the Ross Sea	AMD_USAPDC	2011-07-01	2015-06-30	163.5, -78.32, 165.35, -77.57	https://cmr.earthdata.nasa.gov/search/concepts/C2532070432-AMD_USAPDC.json	This award supports a project to develop a better understanding of the response of the WAIS to climate change. The timing of the last deglaciation of the western Ross Sea will be improved using in situ terrestrial cosmogenic nuclides (3He, 10Be, 14C, 26Al, 36Cl) to date glacial erratics at key areas and elevations along the western Ross Sea coast. A state-of-the art ice sheet-shelf model will be used to identify mechanisms of deglaciation of the Ross Sea sector of WAIS. The model results and forcing will be compared with observations including the new cosmogenic data proposed here, with the aim of better determining and understanding the history and causes of WAIS deglaciation in the Ross Sea. There is considerable uncertainty, however, in the history of grounding line retreat from its last glacial maximum position, and virtually nothing is known about the timing of ice- surface lowering prior to ~10,000 years ago. Given these uncertainties, we are currently unable to assess one of the most important questions regarding the last deglaciation of the global ice sheets, namely as to whether the Ross Sea sector of WAIS contributed significantly to meltwater pulse 1A (MWP-1A), an extraordinarily rapid (~500-year duration) episode of ~20 m sea-level rise that occurred ~14,500 years ago. The intellectual merit of this project is that recent observations of startling changes at the margins of the Greenland and Antarctic ice sheets indicate that dynamic responses to warming may play a much greater role in the future mass balance of ice sheets than considered in current numerical projections of sea level rise. The broader impacts of this work are that it has direct societal relevance to developing an improved understanding of the response of the West Antarctic ice sheet to current and possible future environmental changes including the sea-level response to glacier and ice sheet melting due to global warming. The PI will communicate results from this project to a variety of audiences through the publication of peer-reviewed papers and by giving talks to public audiences. Finally the project will support a graduate student and undergraduate students in all phases of field-work, laboratory work and data interpretation.	not-provided
@@ -347,7 +337,6 @@ USGS_cont1994	1994 Water-Table Contours of the Morongo Ground-Water Basin, San B
 UTC_1990countyboundaries	1990 County Boundaries of the United States	CEOS_EXTRA	1972-01-01	1990-12-31	-177.1, 13.71, -61.48, 76.63	https://cmr.earthdata.nasa.gov/search/concepts/C2231550562-CEOS_EXTRA.json	This data set portrays the 1990 State and county boundaries of the United States, Puerto Rico, and the U.S. Virgin Islands.  The data set was created by extracting county polygon features from the individual 1:2,000,000-scale State boundary Digital Line Graph (DLG) files produced by the U.S. Geological Survey.  These files were then merged into a single file and the boundaries were modified to what they were in 1990.  This is a revised version of the March 2000 data set.	not-provided
 WV01_Pan_L1B.v1	WorldView-1 Level 1B Panchromatic Satellite Imagery	CSDA	2007-10-10		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2497387766-CSDA.json	The WorldView-1 Level 1B Panchromatic Imagery collection contains satellite imagery acquired from Maxar Technologies (formerly known as DigitalGlobe) by the Commercial Smallsat Data Acquisition (CSDA) Program. Panchromatic imagery is collected by the DigitalGlobe WorldView-1 satellite using the WorldView-60 camera across the global land surface from September 2007 to the present. Data have a spatial resolution of 0.5 meters at nadir and a temporal resolution of approximately 1.7 days. The data are provided in National Imagery Transmission Format (NITF) and GeoTIFF formats. This level 1B data is sensor corrected and is an un-projected (raw) product. The data potentially serve a wide variety of applications that require high resolution imagery. Data access is restricted based on a National Geospatial-Intelligence Agency (NGA) license, and investigators must be approved by the CSDA Program.	not-provided
 WV02_MSI_L1B.v1	WorldView-2 Level 1B Multispectral 8-Band Satellite Imagery	CSDA	2009-10-08		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2497404794-CSDA.json	The WorldView-2 Level 1B Multispectral 8-Band Imagery collection contains satellite imagery acquired from Maxar Technologies (formerly known as DigitalGlobe) by the Commercial Smallsat Data Acquisition (CSDA) Program. Imagery is collected by the DigitalGlobe WorldView-2 satellite using the WorldView-110 camera across the global land surface from October 2009 to the present. This satellite imagery is in the visible and near-infrared waveband range with data in the coastal, blue, green, yellow, red, red edge, and near-infrared (2 bands) wavelengths. It has a spatial resolution of 1.85m at nadir and a temporal resolution of approximately 1.1 days. The data are provided in National Imagery Transmission Format (NITF) and GeoTIFF formats. This level 1B data is sensor corrected and is an un-projected (raw) product. The data potentially serve a wide variety of applications that require high resolution imagery. Data access is restricted based on a National Geospatial-Intelligence Agency (NGA) license, and investigators must be approved by the CSDA Program.	not-provided
-WV02_Pan_L1B.v1	WorldView-2 Level 1B Panchromatic Satellite Imagery	CSDA	2009-10-08		-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2497398128-CSDA.json	The WorldView-2 Level 1B Panchromatic Imagery collection contains satellite imagery acquired from Maxar Technologies (formerly known as DigitalGlobe) by the Commercial Smallsat Data Acquisition (CSDA) Program. Imagery is collected by the DigitalGlobe WorldView-2 satellite using the WorldView-110 camera across the global land surface from October 2009 to the present. This data product includes panchromatic imagery with a spatial resolution of 0.46m and a temporal resolution of approximately 1.1 days. The data are provided in National Imagery Transmission Format (NITF) and GeoTIFF formats. This level 1B data is sensor corrected and is an un-projected (raw) product. The data potentially serve a wide variety of applications that require high resolution imagery. Data access is restricted based on a National Geospatial-Intelligence Agency (NGA) license, and investigators must be approved by the CSDA Program.	not-provided
 WaterBalance_Daily_Historical_GRIDMET.v1.5	Daily Historical Water Balance Products for the CONUS	LPCLOUD	1980-01-01	2023-12-31	-131.70607, 21.115301, -60.530453, 55.457306	https://cmr.earthdata.nasa.gov/search/concepts/C2674694066-LPCLOUD.json	This dataset provides daily historical Water Balance Model outputs from a Thornthwaite-type, single bucket model.  Climate inputs to the model are from GridMet daily temperature and precipitation for the Continental United States (CONUS). The Water Balance Model output variables include the following: Potential Evapotranspiration (PET, mm), Actual Evapotranspiration (AET, mm), Moisture Deficit (Deficit, mm), Soil Water (soilwater, mm), Runoff (mm), Rain (mm), and Accumulated Snow Water Equivalent (accumswe, mm). The dataset covers the period from January 1 to December 31 for years 1980 through 2023 for the CONUS. Water Balance Model variables are provided as individual files, by variable and year, at a 1 km x 1 km spatial resolution and a daily temporal resolution. Data are in a North America Lambert Conformal Conic projection and are distributed in a standardized Climate and Forecast (CF)-compliant NetCDF file format.	not-provided
 XAERDT_L2_ABI_G16.v1	ABI/GOES-16 Dark Target Aerosol 10-Min L2 Full Disk 10 km	LAADS	2019-01-01	2022-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2859273114-LAADS.json	The ABI/GOES-16 Dark Target Aerosol 10-Min L2 Full Disk 10 km product, short-name XAERDT_L2_ABI_G16 is provided at 10-km spatial resolution (at-nadir) and a 10-minute full-disk cadence that typically yields about 144 granules over the daylit hours of a 24-hour period.  The Geostationary Operational Environmental Satellite – GOES-16 has been serving in the operational GOES-East position (near -75°W) since December 18, 2017.  The GOES-16/ABI collection record spans from January 2019 through December 2022.    The XAERDT_L2_ABI_G16 product is a part of the Geostationary Earth Orbit (GEO)–Low-Earth Orbit (LEO) Dark Target Aerosol project under NASA’s Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, led by Robert Levy, uses a special version of the MODIS Dark Target (DT) aerosol retrieval algorithm to produce Aerosol Optical Depth (AOD) and other aerosol parameters derived independently from seven sensor/platform combinations, where 3 are in GEO and 4 are in LEO.  The 3 GEO sensors include Advanced Baseline Imagers (ABI) on both GOES-16 (GOES-East) and GOES-17 (GOES-West), and Advanced Himawari Imager (AHI) on Himawari-8. The 4 LEO sensors include MODIS on both Terra and Aqua, and VIIRS on both Suomi-NPP and NOAA-20.  Adding the LEO sensors reinforces a major goal of this project, which is to render a consistent science maturity level across DT aerosol products derived from both types and sources of orbital satellites.    The XAERDT_L2_ABI_G16 product, in netCDF4 format, contains 45 Science Data Set (SDS) layers that include 8 geolocation and 37 geophysical SDSs.    For more information consult LAADS product description page at:    https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/XAERDT_L2_ABI_G16    Or, Dark Target aerosol team Page at:   https://darktarget.gsfc.nasa.gov/	not-provided
 XAERDT_L2_ABI_G17.v1	ABI/GOES-17 Dark Target Aerosol 10-Min L2 Full Disk 10 km	LAADS	2019-01-01	2022-12-31	-180, -90, 180, 90	https://cmr.earthdata.nasa.gov/search/concepts/C2859265967-LAADS.json	The ABI/GOES-17 Dark Target Aerosol 10-Min L2 Full Disk 10 km product, short-name XAERDT_L2_ABI_G17 is provided at 10-km spatial resolution (at-nadir) and a 10-minute full-disk cadence that typically yields about 144 granules over the daylit hours of a 24-hour period.  The Geostationary Operational Environmental Satellite – GOES-17 served in the operational GOES-West position (near -137°W), from February 12, 2019, through January 4, 2023.  The GOES-16/ABI collection record spans from January 2019 through December 2022.    The XAERDT_L2_ABI_G17 product is a part of the Geostationary Earth Orbit (GEO)–Low-Earth Orbit (LEO) Dark Target Aerosol project under NASA’s Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, led by Robert Levy, uses a special version of the MODIS Dark Target (DT) aerosol retrieval algorithm to produce Aerosol Optical Depth (AOD) and other aerosol parameters derived independently from seven sensor/platform combinations, where 3 are in GEO and 4 are in LEO.  The 3 GEO sensors include Advanced Baseline Imagers (ABI) on both GOES-16 (GOES-East) and GOES-17 (GOES-West), and Advanced Himawari Imager (AHI) on Himawari-8. The 4 LEO sensors include MODIS on both Terra and Aqua, and VIIRS on both Suomi-NPP and NOAA-20.  Adding the LEO sensors reinforces a major goal of this project, which is to render a consistent science maturity level across DT aerosol products derived from both types and sources of orbital satellites.    The XAERDT_L2_ABI_G17 product, in netCDF4 format, contains 45 Science Data Set (SDS) layers that include 8 geolocation and 37 geophysical SDSs.    For more information consult LAADS product description page at:    https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/XAERDT_L2_ABI_G17    Or, Dark Target aerosol team Page at:   https://darktarget.gsfc.nasa.gov/	not-provided