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Merge remote-tracking branch 'upstream/main' into add_xarray_accessor
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rhugonnet committed Nov 22, 2024
2 parents 886884e + 04b170a commit 24494cf
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1 change: 0 additions & 1 deletion .github/workflows/pip-checks.yml
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Expand Up @@ -30,7 +30,6 @@ jobs:
- name: Initiate empty environment
uses: conda-incubator/setup-miniconda@v3
with:
miniforge-variant: Mambaforge
miniforge-version: latest
auto-update-conda: true
use-mamba: true
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1 change: 0 additions & 1 deletion .github/workflows/python-tests.yml
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Expand Up @@ -30,7 +30,6 @@ jobs:
- name: Initiate empty environment
uses: conda-incubator/setup-miniconda@v3
with:
miniforge-variant: Mambaforge
miniforge-version: latest
auto-update-conda: true
use-mamba: true
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1 change: 1 addition & 0 deletions dev-environment.yml
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Expand Up @@ -32,6 +32,7 @@ dependencies:
- pylint
- netcdf4 # To write synthetic data with chunksizes
- dask-memusage
- pre-commit

# Doc dependencies
- sphinx
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2 changes: 1 addition & 1 deletion doc/source/about_geoutils.md
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Expand Up @@ -90,7 +90,7 @@ header-rows: 1
* - ```{eval-rst}
.. literalinclude:: code/about_geoutils_sidebyside_raster_geoutils.py
:language: python
:lines: 14-29
:lines: 15-30
```
- ```{eval-rst}
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47 changes: 13 additions & 34 deletions doc/source/api.md
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Expand Up @@ -37,7 +37,7 @@ documentation.

(api-raster-attrs)=

### Unique attributes
### Main attributes

```{eval-rst}
.. autosummary::
Expand All @@ -60,16 +60,25 @@ documentation.
Raster.height
Raster.width
Raster.count
Raster.count_on_disk
Raster.bands
Raster.bands_on_disk
Raster.res
Raster.bounds
Raster.dtype
```

### Other attributes

```{eval-rst}
.. autosummary::
:toctree: gen_modules/
Raster.count_on_disk
Raster.bands_on_disk
Raster.is_loaded
Raster.is_modified
Raster.name
Raster.driver
Raster.tags
```

(api-geo-handle)=
Expand Down Expand Up @@ -203,36 +212,6 @@ And reverse operations.
Raster.__array_function__
```

## SatelliteImage

```{eval-rst}
.. minigallery:: geoutils.SatelliteImage
:add-heading:
```

### Opening a file

```{eval-rst}
.. autosummary::
:toctree: gen_modules/
SatelliteImage
```

### Satellite image metadata

```{eval-rst}
.. autosummary::
:toctree: gen_modules/
SatelliteImage.datetime
SatelliteImage.tile_name
SatelliteImage.satellite
SatelliteImage.sensor
SatelliteImage.product
SatelliteImage.version
```

## Mask

```{eval-rst}
Expand Down Expand Up @@ -289,7 +268,7 @@ And reverse operations.
Vector.info
```

### Unique attributes
### Main attributes

```{eval-rst}
.. autosummary::
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Expand Up @@ -9,6 +9,7 @@
import warnings

warnings.filterwarnings("ignore", category=UserWarning, message="For reprojection, nodata must be set.*")
warnings.filterwarnings("ignore", category=UserWarning, message="One raster has a pixel interpretation*")
####

import geoutils as gu
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2 changes: 1 addition & 1 deletion doc/source/conf.py
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@@ -1,4 +1,5 @@
#
#
# Configuration file for the Sphinx documentation builder.
#
import glob
Expand Down Expand Up @@ -124,7 +125,6 @@
inheritance_alias = {
"geoutils.raster.raster.Raster": "geoutils.Raster",
"geoutils.raster.raster.Mask": "geoutils.Mask",
"geoutils.raster.satimg.SatelliteImage": "geoutils.SatelliteImage",
"geoutils.vector.Vector": "geoutils.Vector",
"xdem.dem.DEM": "xdem.DEM",
}
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1 change: 1 addition & 0 deletions doc/source/core_index.md
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Expand Up @@ -11,5 +11,6 @@ core_match_ref
core_py_ops
core_array_funcs
core_lazy_load
core_parsing
core_inheritance
```
44 changes: 7 additions & 37 deletions doc/source/core_inheritance.md
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Expand Up @@ -11,7 +11,7 @@ kernelspec:
name: geoutils
---
(core-inheritance)=
# Inheritance to geo-images and beyond
# Inheritance to DEMs and beyond

Inheritance is practical to naturally pass down parent methods and attributes to child classes.

Expand All @@ -20,12 +20,13 @@ implemented in GeoUtils.

## Overview of {class}`~geoutils.Raster` inheritance


Below is a diagram showing current {class}`~geoutils.Raster` inheritance, which extends into other packages such as [xDEM](https://xdem.readthedocs.io/)
Current {class}`~geoutils.Raster` inheritance extends into other packages, such as [xDEM](https://xdem.readthedocs.io/)
for analyzing digital elevation models.
Within GeoUtils, inheritance extends only to {class}`~geoutils.Mask` that implements overloaded methods specific to binary raster masks,
as shown in the diagram below.

```{eval-rst}
.. inheritance-diagram:: geoutils.raster.raster geoutils.raster.satimg
.. inheritance-diagram:: geoutils.raster.raster
:top-classes: geoutils.raster.raster.Raster
```

Expand All @@ -37,42 +38,11 @@ Among others, it also adds a {attr}`~xdem.DEM.vcrs` property to consistently man
If you are DEM-enthusiastic, **[check-out our sister package xDEM](https://xdem.readthedocs.io/) for digital elevation models.**
```

## The internal {class}`~geoutils.SatelliteImage` subclass

GeoUtils subclasses {class}`Rasters<geoutils.Raster>` to {class}`SatelliteImages<geoutils.SatelliteImage>` for remote sensing users interested in parsing
metadata from space- or airborne imagery.

Based on the filename, or auxiliary files, the {class}`~geoutils.SatelliteImage` class attempts to automatically parse a
{attr}`~geoutils.SatelliteImage.datetime`, {attr}`~geoutils.SatelliteImage.sensor`, {attr}`~geoutils.SatelliteImage.tile_name`,
and other information.

```{code-cell} ipython3
import geoutils as gu
# Instantiate a geo-image from an ASTER image
filename_geoimg = gu.examples.get_path("exploradores_aster_dem")
geoimg = gu.SatelliteImage(filename_geoimg, silent=False)
```

```{code-cell} ipython3
# Instantiate a geo-image from a Landsat 7 image
filename_geoimg2 = gu.examples.get_path("everest_landsat_b4")
geoimg2 = gu.SatelliteImage(filename_geoimg2, silent=False)
```

Along these additional attributes, the {class}`~geoutils.SatelliteImage` possesses the same main attributes as a {class}`~geoutils.Raster`.

```{code-cell} ipython3
# The geo-image main attributes
geoimg
```

## And beyond

Many types of geospatial data can be viewed as a subclass of {class}`Rasters<geoutils.Raster>`, which have more attributes and require their own methods:
**spectral images**, **velocity fields**, **phase difference maps**, etc...

If you are interested to build your own subclass of {class}`~geoutils.Raster`, you can take example of the structure of {class}`geoutils.SatelliteImage` and
{class}`xdem.DEM`. Then, just add any of your own attributes and methods, and overload parent methods if necessary! Don't hesitate to reach out on our
If you are interested to build your own subclass of {class}`~geoutils.Raster`, you can take example of the structure of {class}`xdem.DEM`.
Then, just add any of your own attributes and methods, and overload parent methods if necessary! Don't hesitate to reach out on our
GitHub if you have a subclassing project.
62 changes: 62 additions & 0 deletions doc/source/core_parsing.md
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---
file_format: mystnb
jupytext:
formats: md:myst
text_representation:
extension: .md
format_name: myst
kernelspec:
display_name: geoutils-env
language: python
name: geoutils
---
(satimg-parsing)=

# Sensor metadata parsing

GeoUtils functionalities for remote sensing users interested in parsing metadata from space- or airborne imagery.

## Parsing metadata at raster instantiation

A {class}`~geoutils.Raster` can be instantiated while trying to parse metadata usint the ``parse_sensor_metadata`` argument.

```{code-cell} ipython3
import geoutils as gu
# Parse metadata from an ASTER raster
filename_aster = gu.examples.get_path("exploradores_aster_dem")
rast_aster = gu.Raster(filename_aster, parse_sensor_metadata=True, silent=False)
```


```{code-cell} ipython3
# Parse metadata from a Landsat 7 raster
filename_landsat = gu.examples.get_path("everest_landsat_b4")
rast_landsat = gu.Raster(filename_landsat, parse_sensor_metadata=True, silent=False)
```

The metadata is then stored in the {attr}`~geoutils.Raster.tags` attribute of the raster.

```{code-cell} ipython3
rast_aster.tags
```

For tiled products such as SRTM, the tile naming is also retrieved, and converted to usable tile sizes and extents based on known metadata.

## Supported sensors

Right now are supported:
- Landsat,
- Sentinel-2,
- SPOT,
- ASTER,
- ArcticDEM and REMA,
- ALOS,
- SRTM,
- TanDEM-X, and
- NASADEM.

```{important}
Sensor metadata parsing is still in development. We hope to add the ability to parse from
auxiliary files in the future (such as [here](https://github.com/jlandmann/glaciersat/blob/master/glaciersat/core/imagery.py)).
```
1 change: 0 additions & 1 deletion doc/source/data_object_index.md
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Expand Up @@ -10,5 +10,4 @@ raster_class
vector_class
pointcloud_class
mask_class
satimg_class
```
8 changes: 4 additions & 4 deletions doc/source/feature_overview.md
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Expand Up @@ -241,10 +241,10 @@ import os
os.remove("myaoi.gpkg")
```

## Parsing metadata with {class}`~geoutils.SatelliteImage`
## Parsing sensor metadata

In our case, `rast` would be better opened using the {class}`~geoutils.Raster` object {class}`~geoutils.SatelliteImage` instead, which tentatively parses
metadata recognized from the filename or auxiliary files.
In our case, `rast` would be better opened using the ``parse_sensor_metadata`` argument of a `{class}`~geoutils.Raster`
, which tentatively parses metadata recognized from the filename or auxiliary files.

```{code-cell} ipython3
# Name of the image we used
Expand All @@ -254,7 +254,7 @@ print(os.path.basename(filename_rast))

```{code-cell} ipython3
# Open while parsing metadata
rast = gu.SatelliteImage(filename_rast, silent=False)
rast = gu.Raster(filename_rast, parse_sensor_metadata=True, silent=False)
```

```{admonition} Wrap-up
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63 changes: 0 additions & 63 deletions doc/source/satimg_class.md

This file was deleted.

14 changes: 7 additions & 7 deletions examples/io/open_save/read_satimg.py
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@@ -1,8 +1,8 @@
"""
Parsing image metadata
======================
Parsing sensor metadata
=======================
This example demonstrates the instantiation of an image through :class:`~geoutils.SatelliteImage`.
This example demonstrates the instantiation of a raster while parsing image sensor metadata.
"""

import geoutils as gu
Expand All @@ -15,9 +15,9 @@
print(os.path.basename(filename_geoimg))

# %%
# We open it as a geo-image, un-silencing the attribute retrieval to see the parsed data.
img = gu.SatelliteImage(filename_geoimg, silent=False)
# We open it as a raster with the option to parse metadata, un-silencing the attribute retrieval to see it printed.
img = gu.Raster(filename_geoimg, parse_sensor_metadata=True, silent=False)

# %%
# We have now retrieved the metadata. For the rest, the :class:`~geoutils.SatelliteImage` is a subclass of :class:`~geoutils.Raster`, and behaves similarly.
img
# We have now retrieved the metadata, stored in the :attr:`geoutils.Raster.tags` attribute.
img.tags
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