From bd9c103bc8e8af7a36d0d7a188dbbb637b778691 Mon Sep 17 00:00:00 2001 From: bhass-neon Date: Fri, 16 Feb 2024 19:33:52 -0700 Subject: [PATCH] update to use terra package, calculate hillshade in the script --- .../01-Plot-Raster/01-Plot-Raster.R | 140 ++--- .../01-Plot-Raster/01-Plot-Raster.Rmd | 216 ++----- .../01-Plot-Raster/01-Plot-Raster.html | 543 ++++++------------ .../01-Plot-Raster/01-Plot-Raster.md | 172 +++--- .../01-Plot-Raster/NOT_VERIFIED.txt | 4 - .../01-Plot-Raster/rfigs/add-plot-title-1.png | Bin 49550 -> 14444 bytes .../rfigs/challenge-code-plotting-1.png | Bin 82306 -> 35062 bytes .../rfigs/challenge-hillshade-layering-1.png | Bin 343237 -> 0 bytes .../rfigs/challenge-hillshade-layering-2.png | Bin 255140 -> 0 bytes .../rfigs/create-histogram-breaks-1.png | Bin 23393 -> 5677 bytes .../01-Plot-Raster/rfigs/hillshade-1.png | Bin 183872 -> 0 bytes .../01-Plot-Raster/rfigs/hist-raster-1.png | Bin 276283 -> 265049 bytes .../rfigs/overlay-hillshade-1.png | Bin 356672 -> 0 bytes .../rfigs/plot-with-breaks-1.png | Bin 44902 -> 16066 bytes .../rfigs/slope-aspect-hill-1.png | Bin 0 -> 441223 bytes .../01-Plot-Raster/rfigs/turn-off-axes-1.png | Bin 37423 -> 14426 bytes 16 files changed, 359 insertions(+), 716 deletions(-) delete mode 100644 tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/NOT_VERIFIED.txt delete mode 100644 tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/challenge-hillshade-layering-1.png delete mode 100644 tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/challenge-hillshade-layering-2.png delete mode 100644 tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/hillshade-1.png delete mode 100644 tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/overlay-hillshade-1.png create mode 100644 tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/slope-aspect-hill-1.png diff --git a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.R b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.R index 7a815616f..4d913c3a0 100644 --- a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.R +++ b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.R @@ -1,31 +1,29 @@ -## ----load-libraries---------------------------------------------------- +## ----load-libraries---------------------------------------------------------------------------------------------------------------------------------------------------------------- # if they are not already loaded -library(rgdal) -library(raster) +library(terra) -# set working directory to ensure R can find the file we wish to import -wd <- "~/Git/data/" # this will depend on your local environment environment -# be sure that the downloaded file is in this directory +# set working directory +wd <- "~/data/" # this will depend on your local environment environment setwd(wd) -# import raster -DSM_HARV <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_dsmCrop.tif")) +# import raster into R +dsm_harv_file <- paste0(wd, "DP3.30024.001/neon-aop-products/2022/FullSite/D01/2022_HARV_7/L3/DiscreteLidar/DSMGtif/NEON_D01_HARV_DP3_732000_4713000_DSM.tif") +DSM_HARV <- rast(dsm_harv_file) - -## ----hist-raster, fig.cap="Digital surface model showing the continuous elevation of NEON's site Harvard Forest"---- +## ----hist-raster, fig.cap="Digital surface model showing the continuous elevation of NEON's site Harvard Forest"------------------------------------------------------------------- # Plot raster object plot(DSM_HARV, main="Digital Surface Model\nNEON Harvard Forest Field Site") -## ----create-histogram-breaks, fig.cap="Histogram of digital surface model showing the distribution of the elevation of NEON's site Harvard Forest"---- +## ----create-histogram-breaks, fig.cap="Histogram of digital surface model showing the distribution of the elevation of NEON's site Harvard Forest"--------------------------------- # Plot distribution of raster values DSMhist<-hist(DSM_HARV, breaks=3, main="Histogram Digital Surface Model\n NEON Harvard Forest Field Site", - col="wheat3", # changes bin color + col="lightblue", # changes bin color xlab= "Elevation (m)") # label the x-axis # Where are breaks and how many pixels in each category? @@ -34,16 +32,16 @@ DSMhist$counts -## ----plot-with-breaks, fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with three breaks"---- +## ----plot-with-breaks, fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with three breaks"------------------------------------------------------- # plot using breaks. plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = terrain.colors(3), - main="Digital Surface Model (DSM)\n NEON Harvard Forest Field Site") + main="Digital Surface Model (DSM) - HARV") -## ----add-plot-title, fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis"---- +## ----add-plot-title, fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis", fig.height=6---- # Assign color to a object for repeat use/ ease of changing myCol = terrain.colors(3) @@ -51,114 +49,40 @@ myCol = terrain.colors(3) plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = myCol, - main="Digital Surface Model\nNEON Harvard Forest Field Site", - xlab = "UTM Westing Coordinate (m)", - ylab = "UTM Northing Coordinate (m)") + main="Digital Surface Model - HARV", + xlab = "UTM Easting (m)", + ylab = "UTM Northing (m)") -## ----turn-off-axes,fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with no axes"---- +## ----turn-off-axes,fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with no axes"---------------------------------------------------------------- # or we can turn off the axis altogether plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = myCol, - main="Digital Surface Model\n NEON Harvard Forest Field Site", + main="Digital Surface Model - HARV", axes=FALSE) -## ----challenge-code-plotting, include=TRUE, results="hide", echo=FALSE---- +## ----challenge-code-plotting, include=TRUE, results="hide", echo=FALSE------------------------------------------------------------------------------------------------------------- # Find min & max -DSM_HARV@data - -# Pixel range & even category width -(416.07-305.07)/6 - -# Break every 18.5m starting at 305.07 +min(DSM_HARV) +# Break every 10m starting at 310 # Plot with 6 categories at even intervals across the pixel value range. plot(DSM_HARV, - #breaks = c(305, 323.5, 342, 360.5, 379, 397.5, 417), #manual entry - breaks = seq(305, 417, by=18.5), #define start & end, and interval - col = terrain.colors (6), - main="Digital Surface Model\nNEON Harvard Forest Field Site", - xlab = "UTM Westing Coordinate", - ylab = "UTM Northing Coordinate") - - - -## ----hillshade, fig.cap="Hillshade digital surface model showing the elevation of NEON's site Harvard Forest in grayscale"---- -# import DSM hillshade -DSM_hill_HARV <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_DSMhill.tif")) + breaks = seq(310, 440, by=10), #define start & end, and interval + col = terrain.colors(13), + main="Digital Surface Model - HARV", + xlab = "Easting", + ylab = "Northing") -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DSM_hill_HARV, - col=grey(1:100/100), # create a color ramp of grey colors - legend=FALSE, - main="Hillshade - DSM\n NEON Harvard Forest Field Site", - axes=FALSE) - -## ----overlay-hillshade, fig.cap="Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site Harvard Forest"---- - -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DSM_hill_HARV, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DSM with Hillshade \n NEON Harvard Forest Field Site", - axes=FALSE) - -# add the DSM on top of the hillshade -plot(DSM_HARV, - col=rainbow(100), - alpha=0.4, - add=T, - legend=F) - - -## ----challenge-hillshade-layering, fig.cap=c("Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site San Joaquin Experiment Range","Digital terrain model overlaying the hillshade raster showing the 3D ground surface of NEON's site San Joaquin Experiment Range"), echo=FALSE---- -# CREATE DSM MAPS -# import DSM -DSM_SJER <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DSM/SJER_DSMcrop.tif")) -# import DSM hillshade -DSM_hill_SJER <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DSM/SJER_DSMhill.tif")) - -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DSM_hill_SJER, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DSM with Hillshade\n NEON SJER Field Site", - xlab = "UTM Westing Coordinate", - ylab = "UTM Northing Coordinate") - -# add the DSM on top of the hillshade -plot(DSM_SJER, - col=terrain.colors(100), - alpha=0.7, - add=T, - legend=F) - -# CREATE SJER DTM MAP -# import DTM -DTM_SJER <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DTM/SJER_DTMcrop.tif")) -# import DTM hillshade -DTM_hill_SJER <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DTM/SJER_DTMhill.tif")) - -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DTM_hill_SJER, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DTM with Hillshade\n NEON SJER Field Site", - axes=F) - -# add the DSM on top of the hillshade -plot(DTM_SJER, - col=terrain.colors(100), - alpha=0.4, - add=T, - legend=F) - +## ----slope-aspect-hill------------------------------------------------------------------------------------------------------------------------------------------------------------- +slope <- terrain(DSM_HARV, "slope", unit="radians") +aspect <- terrain(DSM_HARV, "aspect", unit="radians") +hill <- shade(slope, aspect, 45, 270) +plot(hill, col=grey(0:100/100), legend=FALSE, mar=c(2,2,1,4)) +plot(DSM_HARV, col=terrain.colors(25, alpha=0.35), add=TRUE, main="HARV DSM with Hillshade") diff --git a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.Rmd b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.Rmd index 695151027..045c00024 100755 --- a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.Rmd +++ b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.Rmd @@ -37,75 +37,60 @@ on your computer to complete this tutorial. ### Install R Packages -* **raster:** `install.packages("raster")` -* **rgdal:** `install.packages("rgdal")` +* **terra:** `install.packages("terra")` * More on Packages in R – Adapted from Software Carpentry. #### Download Data -

NEON Teaching Data Subset: Airborne Remote Sensing Data

+Data required for this tutorial will be downloaded using `neonUtilities` in the lesson. -The LiDAR and imagery data used to create this raster teaching data subset -were collected over the +The LiDAR and imagery data used in this lesson were collected over the National Ecological Observatory Network's -Harvard Forest -and -San Joaquin Experimental Range -field sites and processed at NEON headquarters. -The entire dataset can be accessed by request from the - NEON Data Portal. - - Download Dataset - - +Harvard Forest (HARV) +field site. +The entire dataset can be accessed from the +NEON Data Portal. **** -**Set Working Directory:** This lesson assumes that you have set your working -directory to the location of the downloaded and unzipped data subsets. +**Set Working Directory:** This lesson will explain how to set the working directory. You may wish to set your working directory to some other location, depending on how you prefer to organize your data. An overview of setting the working directory in R can be found here. -**R Script & Challenge Code:** NEON data lessons often contain challenges that reinforce -learned skills. If available, the code for challenge solutions is found in the -downloadable R script of the entire lesson, available in the footer of each lesson page. - **** ### Additional Resources -* Read more about the `raster` package in R. +* +Read more about the `terra` package in R. ## Plot Raster Data in R In this tutorial, we will plot the Digital Surface Model (DSM) raster for the NEON Harvard Forest Field Site. We will use the `hist()` function as a -tool to explore raster values. And render categorical plots, using the `breaks` argument to get bins that are meaningful representations of our data. +tool to explore raster values. And render categorical plots, using the `breaks` +argument to get bins that are meaningful representations of our data. -We will use the `raster` and `rgdal` packages in this tutorial. If you do not -have the `DSM_HARV` object from the - *Intro To Raster In R* tutorial, -please create it now. +We will use the `terra` package in this tutorial. If you do not +have the `DSM_HARV` variable as defined in the pervious tutorial, *Intro To Raster In R*, please download it using `neonUtilities`, as shown in the previous tutorial. ```{r load-libraries } # if they are not already loaded -library(rgdal) -library(raster) +library(terra) -# set working directory to ensure R can find the file we wish to import -wd <- "~/Git/data/" # this will depend on your local environment environment -# be sure that the downloaded file is in this directory +# set working directory +wd <- "~/data/" # this will depend on your local environment environment setwd(wd) -# import raster -DSM_HARV <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_dsmCrop.tif")) - +# import raster into R +dsm_harv_file <- paste0(wd, "DP3.30024.001/neon-aop-products/2022/FullSite/D01/2022_HARV_7/L3/DiscreteLidar/DSMGtif/NEON_D01_HARV_DP3_732000_4713000_DSM.tif") +DSM_HARV <- rast(dsm_harv_file) ``` First, let's plot our Digital Surface Model object (`DSM_HARV`) using the @@ -133,7 +118,7 @@ break values. DSMhist<-hist(DSM_HARV, breaks=3, main="Histogram Digital Surface Model\n NEON Harvard Forest Field Site", - col="wheat3", # changes bin color + col="lightblue", # changes bin color xlab= "Elevation (m)") # label the x-axis # Where are breaks and how many pixels in each category? @@ -142,11 +127,6 @@ DSMhist$counts ``` -Warning message!? Remember, the default for the histogram is to include only a -subset of 100,000 values. We could force it to show all the pixel values or we -can use the histogram as is and figure that the sample of 100,000 values -represents our data well. - Looking at our histogram, R has binned out the data as follows: * 300-350m, 350-400m, 400-450m @@ -168,13 +148,15 @@ We can include as few or many breaks as we'd like. plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = terrain.colors(3), - main="Digital Surface Model (DSM)\n NEON Harvard Forest Field Site") + main="Digital Surface Model (DSM) - HARV") ```
+ **Data Tip:** Note that when we assign break values a set of 4 values will result in 3 bins of data. +
### Format Plot @@ -185,7 +167,7 @@ object. We can label the x- and y-axes of our plot too using `xlab` and `ylab`. -```{r add-plot-title, fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis"} +```{r add-plot-title, fig.cap="Digital surface model showing the elevation of NEON's site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis", fig.height=6} # Assign color to a object for repeat use/ ease of changing myCol = terrain.colors(3) @@ -193,9 +175,9 @@ myCol = terrain.colors(3) plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = myCol, - main="Digital Surface Model\nNEON Harvard Forest Field Site", - xlab = "UTM Westing Coordinate (m)", - ylab = "UTM Northing Coordinate (m)") + main="Digital Surface Model - HARV", + xlab = "UTM Easting (m)", + ylab = "UTM Northing (m)") ``` Or we can also turn off the axes altogether. @@ -205,12 +187,13 @@ Or we can also turn off the axes altogether. plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = myCol, - main="Digital Surface Model\n NEON Harvard Forest Field Site", + main="Digital Surface Model - HARV", axes=FALSE) ```
+ ### Challenge: Plot Using Custom Breaks Create a plot of the Harvard Forest Digital Surface Model (DSM) that has: @@ -224,136 +207,61 @@ the range of pixel values. ``` {r challenge-code-plotting, include=TRUE, results="hide", echo=FALSE} # Find min & max -DSM_HARV@data - -# Pixel range & even category width -(416.07-305.07)/6 - -# Break every 18.5m starting at 305.07 +min(DSM_HARV) +# Break every 10m starting at 310 # Plot with 6 categories at even intervals across the pixel value range. plot(DSM_HARV, - #breaks = c(305, 323.5, 342, 360.5, 379, 397.5, 417), #manual entry - breaks = seq(305, 417, by=18.5), #define start & end, and interval - col = terrain.colors (6), - main="Digital Surface Model\nNEON Harvard Forest Field Site", - xlab = "UTM Westing Coordinate", - ylab = "UTM Northing Coordinate") + breaks = seq(310, 440, by=10), #define start & end, and interval + col = terrain.colors(13), + main="Digital Surface Model - HARV", + xlab = "Easting", + ylab = "Northing") ``` -## Layering Rasters -We can layer a raster on top of a hillshade raster for the same area, and use a -transparency factor to created a 3-dimensional shaded effect. A -hillshade is a raster that maps the shadows and texture that you would see from -above when viewing terrain. - -```{r hillshade, fig.cap="Hillshade digital surface model showing the elevation of NEON's site Harvard Forest in grayscale"} -# import DSM hillshade -DSM_hill_HARV <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_DSMhill.tif")) - -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DSM_hill_HARV, - col=grey(1:100/100), # create a color ramp of grey colors - legend=FALSE, - main="Hillshade - DSM\n NEON Harvard Forest Field Site", - axes=FALSE) +## Hillshade & Layering Rasters -``` -
- **Data Tip:** Turn off, or hide, the legend on -a plot using `legend=FALSE`. -
+The `terra` package has built-in functions called `terrain` for calculating +slope and aspect, and `shade` for computing hillshade from the slope and aspect. +A hillshade is a raster that maps the shadows and texture that you would see +from above when viewing terrain. -We can layer another raster on top of our hillshade using by using `add=TRUE`. -Let's overlay `DSM_HARV` on top of the `hill_HARV`. +See the shade +documentation for more details. -``` {r overlay-hillshade, fig.cap="Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site Harvard Forest"} +We can layer a raster on top of a hillshade raster for the same area, and use a +transparency factor to created a 3-dimensional shaded effect. -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DSM_hill_HARV, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DSM with Hillshade \n NEON Harvard Forest Field Site", - axes=FALSE) -# add the DSM on top of the hillshade -plot(DSM_HARV, - col=rainbow(100), - alpha=0.4, - add=T, - legend=F) +``` {r slope-aspect-hill} +slope <- terrain(DSM_HARV, "slope", unit="radians") +aspect <- terrain(DSM_HARV, "aspect", unit="radians") +hill <- shade(slope, aspect, 45, 270) +plot(hill, col=grey(0:100/100), legend=FALSE, mar=c(2,2,1,4)) +plot(DSM_HARV, col=terrain.colors(25, alpha=0.35), add=TRUE, main="HARV DSM with Hillshade") ``` The alpha value determines how transparent the colors will be (0 being -transparent, 1 being opaque). Note that here we used the color palette -`rainbow()` instead of `terrain.color()`. +transparent, 1 being opaque). You can also change the color palette, for example, +use `rainbow()` instead of `terrain.color()`. -* More information in the +* More information can be found in the R color palettes documentation.
+ ### Challenge: Create DTM & DSM for SJER -Use the files in the `NEON_RemoteSensing/SJER/` directory to create a Digital -Terrain Model map and Digital Surface Model map of the San Joaquin Experimental -Range field site. +Download data from the NEON field site +San Joaquin Experimental Range (SJER) +and create maps of the Digital Terrain and Digital Surface Models. Make sure to: * include hillshade in the maps, * label axes on the DSM map and exclude them from the DTM map, - * a title for the maps, - * experiment with various alpha values and color palettes to represent the - data. + * add titles for the maps, + * experiment with various alpha values and color palettes to represent the data. -
- - -```{r challenge-hillshade-layering, fig.cap=c("Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site San Joaquin Experiment Range","Digital terrain model overlaying the hillshade raster showing the 3D ground surface of NEON's site San Joaquin Experiment Range"), echo=FALSE} -# CREATE DSM MAPS -# import DSM -DSM_SJER <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DSM/SJER_DSMcrop.tif")) -# import DSM hillshade -DSM_hill_SJER <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DSM/SJER_DSMhill.tif")) - -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DSM_hill_SJER, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DSM with Hillshade\n NEON SJER Field Site", - xlab = "UTM Westing Coordinate", - ylab = "UTM Northing Coordinate") - -# add the DSM on top of the hillshade -plot(DSM_SJER, - col=terrain.colors(100), - alpha=0.7, - add=T, - legend=F) - -# CREATE SJER DTM MAP -# import DTM -DTM_SJER <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DTM/SJER_DTMcrop.tif")) -# import DTM hillshade -DTM_hill_SJER <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/SJER/DTM/SJER_DTMhill.tif")) - -# plot hillshade using a grayscale color ramp that looks like shadows. -plot(DTM_hill_SJER, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DTM with Hillshade\n NEON SJER Field Site", - axes=F) - -# add the DSM on top of the hillshade -plot(DTM_SJER, - col=terrain.colors(100), - alpha=0.4, - add=T, - legend=F) - -``` - +
\ No newline at end of file diff --git a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.html b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.html index 1333b014a..04a73728f 100644 --- a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.html +++ b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.html @@ -1,461 +1,298 @@ - - - <a href="https://ndownloader.figshare.com/files/3701578"> NEON Teaching Data Subset: Airborne Remote Sensing Data </a> - - - - - - - + + +Raster 01: Plot Raster Data in R - - - - -

This tutorial reviews how to plot a raster in R using the plot() -function. It also covers how to layer a raster on top of a hillshade to produce +

+

Raster 01: Plot Raster Data in R

+

+

+
+
+

This tutorial reviews how to plot a raster in R using the plot() +function. It also covers how to layer a raster on top of a hillshade to produce an eloquent map.

-
+

Learning Objectives

+

After completing this tutorial, you will be able to:

+
    +
  • Know how to plot a single band raster in R.
  • +
  • Know how to layer a raster dataset on top of a hillshade to create an elegant +basemap.
  • +
+

Things You’ll Need To Complete This Tutorial

+

You will need the most current version of R and, preferably, RStudio loaded +on your computer to complete this tutorial.

+

Install R Packages

+ +

Download Data

+

Data required for this tutorial will be downloaded using neonUtilities in the lesson.

+

The LiDAR and imagery data used in this lesson were collected over the + National Ecological Observatory Network’s +Harvard Forest (HARV) +field site.

+

The entire dataset can be accessed from the +NEON Data Portal.

+
+

Set Working Directory: This lesson will explain how to set the working directory. You may wish to set your working directory to some other location, depending on how you prefer to organize your data.

+

An overview +of setting the working directory in R can be found here.

+
+

Additional Resources

+ +

Read more about the terra package in R.

+
+

Plot Raster Data in R

+

In this tutorial, we will plot the Digital Surface Model (DSM) raster +for the NEON Harvard Forest Field Site. We will use the hist() function as a +tool to explore raster values. And render categorical plots, using the breaks +argument to get bins that are meaningful representations of our data.

+

We will use the terra package in this tutorial. If you do not +have the DSM_HARV variable as defined in the pervious tutorial, Intro To Raster In R, please download it using neonUtilities, as shown in the previous tutorial.

+
# if they are not already loaded
 
-## Learning Objectives
-
-After completing this tutorial, you will be able to:
-
-* Know how to plot a single band raster in R.
-* Know how to layer a raster dataset on top of a hillshade to create an elegant 
-basemap.
-
-## Things You’ll Need To Complete This Tutorial
-
-You will need the most current version of R and, preferably, RStudio loaded
-on your computer to complete this tutorial.
-
-### Install R Packages
-
-* **raster:** install.packages(“raster”)
-* **rgdal:** install.packages(“rgdal”)
-
-*  More on Packages in R – Adapted from Software Carpentry.
-
-#### Download Data
-
-

NEON Teaching Data Subset: Airborne Remote Sensing Data

- -The LiDAR and imagery data used to create this raster teaching data subset -were collected over the - National Ecological Observatory Network’s -Harvard Forest -and -San Joaquin Experimental Range -field sites and processed at NEON headquarters. -The entire dataset can be accessed by request from the - NEON Data Portal. - - Download Dataset - - - - - -**** - -**Set Working Directory:** This lesson assumes that you have set your working -directory to the location of the downloaded and unzipped data subsets. - - An overview -of setting the working directory in R can be found here. - -**R Script & Challenge Code:** NEON data lessons often contain challenges that reinforce -learned skills. If available, the code for challenge solutions is found in the -downloadable R script of the entire lesson, available in the footer of each lesson page. - +library(terra) -**** -### Additional Resources -* Read more about the raster package in R. +# set working directory -
+wd <- "~/data/" # this will depend on your local environment environment -

Plot Raster Data in R

+setwd(wd) -

In this tutorial, we will plot the Digital Surface Model (DSM) raster -for the NEON Harvard Forest Field Site. We will use the hist() function as a -tool to explore raster values. And render categorical plots, using the breaks argument to get bins that are meaningful representations of our data.

-

We will use the raster and rgdal packages in this tutorial. If you do not -have the DSM_HARV object from the - Intro To Raster In R tutorial, -please create it now.

-
# if they are not already loaded
-library(rgdal)
-library(raster)
+# import raster into R
 
-# set working directory to ensure R can find the file we wish to import
-wd <- "~/Git/data/" # this will depend on your local environment environment
-# be sure that the downloaded file is in this directory
-setwd(wd)
+dsm_harv_file <- paste0(wd, "DP3.30024.001/neon-aop-products/2022/FullSite/D01/2022_HARV_7/L3/DiscreteLidar/DSMGtif/NEON_D01_HARV_DP3_732000_4713000_DSM.tif")
 
-# import raster
-DSM_HARV <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_dsmCrop.tif"))
+DSM_HARV <- rast(dsm_harv_file)
 
- -

First, let's plot our Digital Surface Model object (DSM_HARV) using the +

First, let’s plot our Digital Surface Model object (DSM_HARV) using the plot() function. We add a title using the argument main="title".

-
# Plot raster object
+
 plot(DSM_HARV,
      main="Digital Surface Model\nNEON Harvard Forest Field Site")
 
- -

Digital surface model showing the continuous elevation of NEON's site Harvard Forest

- -

Plotting Data Using Breaks

- -

We can view our data “symbolized” or colored according to ranges of values -rather than using a continuous color ramp. This is comparable to a “classified” +

Digital surface model showing the continuous elevation of NEON’s site Harvard Forest

+

Plotting Data Using Breaks

+

We can view our data “symbolized” or colored according to ranges of values +rather than using a continuous color ramp. This is comparable to a “classified” map. However, to assign breaks, it is useful to first explore the distribution of the data using a histogram. The breaks argument in the hist() function -tells R to use fewer or more breaks or bins.

- +tells R to use fewer or more breaks or bins.

If we name the histogram, we can also view counts for each bin and assigned -break values.

- +break values.

# Plot distribution of raster values 
+
 DSMhist<-hist(DSM_HARV,
      breaks=3,
      main="Histogram Digital Surface Model\n NEON Harvard Forest Field Site",
-     col="wheat3",  # changes bin color
+     col="lightblue",  # changes bin color
      xlab= "Elevation (m)")  # label the x-axis
-
-## Warning in .hist1(x, maxpixels = maxpixels, main = main, plot =
-## plot, ...): 4% of the raster cells were used. 100000 values used.
 
- -

Histogram of digital surface model showing the distribution of the elevation of NEON's site Harvard Forest

- +

Histogram of digital surface model showing the distribution of the elevation of NEON’s site Harvard Forest

# Where are breaks and how many pixels in each category?
+
 DSMhist$breaks
 
 ## [1] 300 350 400 450
 
 DSMhist$counts
 
-## [1] 32124 67392   484
+## [1] 355269 611685  33046
 
- -

Warning message!? Remember, the default for the histogram is to include only a -subset of 100,000 values. We could force it to show all the pixel values or we -can use the histogram as is and figure that the sample of 100,000 values -represents our data well.

-

Looking at our histogram, R has binned out the data as follows:

- -

We can determine that most of the pixel values fall in the 350-400m range with a few pixels falling in the lower and higher range. We could specify different breaks, if we wished to have a different distribution of pixels in each bin.

- -

We can use those bins to plot our raster data. We will use the +

We can use those bins to plot our raster data. We will use the terrain.colors() function to create a palette of 3 colors to use in our plot.

-

The breaks argument allows us to add breaks. To specify where the breaks occur, we use the following syntax: breaks=c(value1,value2,value3). -We can include as few or many breaks as we'd like.

- +We can include as few or many breaks as we’d like.

# plot using breaks.
+
 plot(DSM_HARV, 
      breaks = c(300, 350, 400, 450), 
      col = terrain.colors(3),
-     main="Digital Surface Model (DSM)\n NEON Harvard Forest Field Site")
+     main="Digital Surface Model (DSM) - HARV")
 
- -

Digital surface model showing the elevation of NEON's site Harvard Forest with three breaks

- +

Digital surface model showing the elevation of NEON’s site Harvard Forest with three breaks

- **Data Tip:** Note that when we assign break values -a set of 4 values will result in 3 bins of data. +

Data Tip: Note that when we assign break values +a set of 4 values will result in 3 bins of data.

- -

Format Plot

- +

Format Plot

If we need to create multiple plots using the same color palette, we can create an R object (myCol) for the set of colors that we want to use. We can then quickly change the palette across all plots by simply modifying the myCol -object.

- -

We can label the x- and y-axes of our plot too using xlab and ylab.

- +object.

+

We can label the x- and y-axes of our plot too using xlab and ylab.

# Assign color to a object for repeat use/ ease of changing
+
 myCol = terrain.colors(3)
 
+
+
 # Add axis labels
+
 plot(DSM_HARV, 
      breaks = c(300, 350, 400, 450), 
      col = myCol,
-     main="Digital Surface Model\nNEON Harvard Forest Field Site", 
-     xlab = "UTM Westing Coordinate (m)", 
-     ylab = "UTM Northing Coordinate (m)")
+     main="Digital Surface Model - HARV", 
+     xlab = "UTM Easting (m)", 
+     ylab = "UTM Northing (m)")
 
- -

Digital surface model showing the elevation of NEON's site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis

- -

Or we can also turn off the axes altogether.

- +

Digital surface model showing the elevation of NEON’s site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis

+

Or we can also turn off the axes altogether.

# or we can turn off the axis altogether
+
 plot(DSM_HARV, 
      breaks = c(300, 350, 400, 450), 
      col = myCol,
-     main="Digital Surface Model\n NEON Harvard Forest Field Site", 
+     main="Digital Surface Model - HARV", 
      axes=FALSE)
 
- -

Digital surface model showing the elevation of NEON's site Harvard Forest with no axes

- +

Digital surface model showing the elevation of NEON’s site Harvard Forest with no axes

-### Challenge: Plot Using Custom Breaks - -Create a plot of the Harvard Forest Digital Surface Model (DSM) that has: - -* Six classified ranges of values (break points) that are evenly divided among -the range of pixel values. -* Axis labels -* A plot title - +

Challenge: Plot Using Custom Breaks

+

Create a plot of the Harvard Forest Digital Surface Model (DSM) that has:

+
    +
  • Six classified ranges of values (break points) that are evenly divided among +the range of pixel values.
  • +
  • Axis labels
  • +
  • A plot title
  • +
+

+

Hillshade & Layering Rasters

+

The terra package has built-in functions called terrain for calculating +slope and aspect, and shade for computing hillshade from the slope and aspect. +A hillshade is a raster that maps the shadows and texture that you would see +from above when viewing terrain.

+

See the shade +documentation for more details.

+

We can layer a raster on top of a hillshade raster for the same area, and use a +transparency factor to created a 3-dimensional shaded effect.

+
slope <- terrain(DSM_HARV, "slope", unit="radians")
 
-

- -

Layering Rasters

+aspect <- terrain(DSM_HARV, "aspect", unit="radians") -

We can layer a raster on top of a hillshade raster for the same area, and use a -transparency factor to created a 3-dimensional shaded effect. A -hillshade is a raster that maps the shadows and texture that you would see from -above when viewing terrain.

+hill <- shade(slope, aspect, 45, 270) -
# import DSM hillshade
-DSM_hill_HARV <- 
-  raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_DSMhill.tif"))
+plot(hill, col=grey(0:100/100), legend=FALSE, mar=c(2,2,1,4))
 
-# plot hillshade using a grayscale color ramp that looks like shadows.
-plot(DSM_hill_HARV,
-    col=grey(1:100/100),  # create a color ramp of grey colors
-    legend=FALSE,
-    main="Hillshade - DSM\n NEON Harvard Forest Field Site",
-    axes=FALSE)
+plot(DSM_HARV, col=terrain.colors(25, alpha=0.35), add=TRUE, main="HARV DSM with Hillshade")
 
- -

Hillshade digital surface model showing the elevation of NEON's site Harvard Forest in grayscale

- -
- **Data Tip:** Turn off, or hide, the legend on -a plot using legend=FALSE. -
- -

We can layer another raster on top of our hillshade using by using add=TRUE. -Let's overlay DSM_HARV on top of the hill_HARV.

- -
# plot hillshade using a grayscale color ramp that looks like shadows.
-plot(DSM_hill_HARV,
-    col=grey(1:100/100),  #create a color ramp of grey colors
-    legend=F,
-    main="DSM with Hillshade \n NEON Harvard Forest Field Site",
-    axes=FALSE)
-
-# add the DSM on top of the hillshade
-plot(DSM_HARV,
-     col=rainbow(100),
-     alpha=0.4,
-     add=T,
-     legend=F)
-
- -

Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site Harvard Forest

- +

The alpha value determines how transparent the colors will be (0 being -transparent, 1 being opaque). Note that here we used the color palette -rainbow() instead of terrain.color().

- +transparent, 1 being opaque). You can also change the color palette, for example, +use rainbow() instead of terrain.color().

-
-### Challenge: Create DTM & DSM for SJER -Use the files in the NEON_RemoteSensing/SJER/ directory to create a Digital -Terrain Model map and Digital Surface Model map of the San Joaquin Experimental -Range field site. - -Make sure to: - - * include hillshade in the maps, - * label axes on the DSM map and exclude them from the DTM map, - * a title for the maps, - * experiment with various alpha values and color palettes to represent the - data. - +

Challenge: Create DTM & DSM for SJER

+

Download data from the NEON field site +San Joaquin Experimental Range (SJER) +and create maps of the Digital Terrain and Digital Surface Models.

+

Make sure to:

+
    +
  • include hillshade in the maps,
  • +
  • label axes on the DSM map and exclude them from the DTM map,
  • +
  • add titles for the maps,
  • +
  • experiment with various alpha values and color palettes to represent the data.
  • +
+
- -

Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site San Joaquin Experiment RangeDigital terrain model overlaying the hillshade raster showing the 3D ground surface of NEON's site San Joaquin Experiment Range

- - diff --git a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.md b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.md index 056625be9..988337701 100644 --- a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.md +++ b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/01-Plot-Raster.md @@ -37,80 +37,76 @@ on your computer to complete this tutorial. ### Install R Packages -* **raster:** `install.packages("raster")` -* **rgdal:** `install.packages("rgdal")` +* **terra:** `install.packages("terra")` * More on Packages in R – Adapted from Software Carpentry. #### Download Data -

NEON Teaching Data Subset: Airborne Remote Sensing Data

+Data required for this tutorial will be downloaded using `neonUtilities` in the lesson. -The LiDAR and imagery data used to create this raster teaching data subset -were collected over the +The LiDAR and imagery data used in this lesson were collected over the National Ecological Observatory Network's -Harvard Forest -and -San Joaquin Experimental Range -field sites and processed at NEON headquarters. -The entire dataset can be accessed by request from the - NEON Data Portal. - - Download Dataset - - +Harvard Forest (HARV) +field site. +The entire dataset can be accessed from the +NEON Data Portal. **** -**Set Working Directory:** This lesson assumes that you have set your working -directory to the location of the downloaded and unzipped data subsets. +**Set Working Directory:** This lesson will explain how to set the working directory. You may wish to set your working directory to some other location, depending on how you prefer to organize your data. An overview of setting the working directory in R can be found here. -**R Script & Challenge Code:** NEON data lessons often contain challenges that reinforce -learned skills. If available, the code for challenge solutions is found in the -downloadable R script of the entire lesson, available in the footer of each lesson page. - **** ### Additional Resources -* Read more about the `raster` package in R. +* +Read more about the `terra` package in R. ## Plot Raster Data in R In this tutorial, we will plot the Digital Surface Model (DSM) raster for the NEON Harvard Forest Field Site. We will use the `hist()` function as a -tool to explore raster values. And render categorical plots, using the `breaks` argument to get bins that are meaningful representations of our data. +tool to explore raster values. And render categorical plots, using the `breaks` +argument to get bins that are meaningful representations of our data. -We will use the `raster` and `rgdal` packages in this tutorial. If you do not -have the `DSM_HARV` object from the - *Intro To Raster In R* tutorial, -please create it now. +We will use the `terra` package in this tutorial. If you do not +have the `DSM_HARV` variable as defined in the pervious tutorial, *Intro To Raster In R*, please download it using `neonUtilities`, as shown in the previous tutorial. # if they are not already loaded - library(rgdal) - library(raster) + + library(terra) + - # set working directory to ensure R can find the file we wish to import - wd <- "~/Git/data/" # this will depend on your local environment environment - # be sure that the downloaded file is in this directory + + # set working directory + + wd <- "~/data/" # this will depend on your local environment environment + setwd(wd) + - # import raster - DSM_HARV <- raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_dsmCrop.tif")) + + # import raster into R + + dsm_harv_file <- paste0(wd, "DP3.30024.001/neon-aop-products/2022/FullSite/D01/2022_HARV_7/L3/DiscreteLidar/DSMGtif/NEON_D01_HARV_DP3_732000_4713000_DSM.tif") + + DSM_HARV <- rast(dsm_harv_file) First, let's plot our Digital Surface Model object (`DSM_HARV`) using the `plot()` function. We add a title using the argument `main="title"`. # Plot raster object + plot(DSM_HARV, main="Digital Surface Model\nNEON Harvard Forest Field Site") @@ -128,30 +124,24 @@ break values. # Plot distribution of raster values + DSMhist<-hist(DSM_HARV, breaks=3, main="Histogram Digital Surface Model\n NEON Harvard Forest Field Site", - col="wheat3", # changes bin color + col="lightblue", # changes bin color xlab= "Elevation (m)") # label the x-axis - ## Warning in .hist1(x, maxpixels = maxpixels, main = main, plot = - ## plot, ...): 4% of the raster cells were used. 100000 values used. - ![Histogram of digital surface model showing the distribution of the elevation of NEON's site Harvard Forest](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/create-histogram-breaks-1.png) # Where are breaks and how many pixels in each category? + DSMhist$breaks ## [1] 300 350 400 450 DSMhist$counts - ## [1] 32124 67392 484 - -Warning message!? Remember, the default for the histogram is to include only a -subset of 100,000 values. We could force it to show all the pixel values or we -can use the histogram as is and figure that the sample of 100,000 values -represents our data well. + ## [1] 355269 611685 33046 Looking at our histogram, R has binned out the data as follows: @@ -171,16 +161,19 @@ We can include as few or many breaks as we'd like. # plot using breaks. + plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = terrain.colors(3), - main="Digital Surface Model (DSM)\n NEON Harvard Forest Field Site") + main="Digital Surface Model (DSM) - HARV") ![Digital surface model showing the elevation of NEON's site Harvard Forest with three breaks](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/plot-with-breaks-1.png)
+ **Data Tip:** Note that when we assign break values a set of 4 values will result in 3 bins of data. +
### Format Plot @@ -193,15 +186,19 @@ We can label the x- and y-axes of our plot too using `xlab` and `ylab`. # Assign color to a object for repeat use/ ease of changing + myCol = terrain.colors(3) + + # Add axis labels + plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = myCol, - main="Digital Surface Model\nNEON Harvard Forest Field Site", - xlab = "UTM Westing Coordinate (m)", - ylab = "UTM Northing Coordinate (m)") + main="Digital Surface Model - HARV", + xlab = "UTM Easting (m)", + ylab = "UTM Northing (m)") ![Digital surface model showing the elevation of NEON's site Harvard Forest with UTM Westing Coordinate (m) on the x-axis and UTM Northing Coordinate (m) on the y-axis](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/add-plot-title-1.png) @@ -209,15 +206,17 @@ Or we can also turn off the axes altogether. # or we can turn off the axis altogether + plot(DSM_HARV, breaks = c(300, 350, 400, 450), col = myCol, - main="Digital Surface Model\n NEON Harvard Forest Field Site", + main="Digital Surface Model - HARV", axes=FALSE) ![Digital surface model showing the elevation of NEON's site Harvard Forest with no axes](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/turn-off-axes-1.png)
+ ### Challenge: Plot Using Custom Breaks Create a plot of the Harvard Forest Digital Surface Model (DSM) that has: @@ -231,74 +230,53 @@ the range of pixel values. ![ ](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/challenge-code-plotting-1.png) -## Layering Rasters +## Hillshade & Layering Rasters + + +The `terra` package has built-in functions called `terrain` for calculating +slope and aspect, and `shade` for computing hillshade from the slope and aspect. +A hillshade is a raster that maps the shadows and texture that you would see +from above when viewing terrain. + +See the shade +documentation for more details. + We can layer a raster on top of a hillshade raster for the same area, and use a -transparency factor to created a 3-dimensional shaded effect. A -hillshade is a raster that maps the shadows and texture that you would see from -above when viewing terrain. +transparency factor to created a 3-dimensional shaded effect. - # import DSM hillshade - DSM_hill_HARV <- - raster(paste0(wd,"NEON-DS-Airborne-Remote-Sensing/HARV/DSM/HARV_DSMhill.tif")) - - # plot hillshade using a grayscale color ramp that looks like shadows. - plot(DSM_hill_HARV, - col=grey(1:100/100), # create a color ramp of grey colors - legend=FALSE, - main="Hillshade - DSM\n NEON Harvard Forest Field Site", - axes=FALSE) -![Hillshade digital surface model showing the elevation of NEON's site Harvard Forest in grayscale](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/hillshade-1.png) + slope <- terrain(DSM_HARV, "slope", unit="radians") -
- **Data Tip:** Turn off, or hide, the legend on -a plot using `legend=FALSE`. -
+ aspect <- terrain(DSM_HARV, "aspect", unit="radians") -We can layer another raster on top of our hillshade using by using `add=TRUE`. -Let's overlay `DSM_HARV` on top of the `hill_HARV`. + hill <- shade(slope, aspect, 45, 270) + plot(hill, col=grey(0:100/100), legend=FALSE, mar=c(2,2,1,4)) - # plot hillshade using a grayscale color ramp that looks like shadows. - plot(DSM_hill_HARV, - col=grey(1:100/100), #create a color ramp of grey colors - legend=F, - main="DSM with Hillshade \n NEON Harvard Forest Field Site", - axes=FALSE) - - # add the DSM on top of the hillshade - plot(DSM_HARV, - col=rainbow(100), - alpha=0.4, - add=T, - legend=F) + plot(DSM_HARV, col=terrain.colors(25, alpha=0.35), add=TRUE, main="HARV DSM with Hillshade") -![Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site Harvard Forest](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/overlay-hillshade-1.png) +![ ](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/slope-aspect-hill-1.png) The alpha value determines how transparent the colors will be (0 being -transparent, 1 being opaque). Note that here we used the color palette -`rainbow()` instead of `terrain.color()`. +transparent, 1 being opaque). You can also change the color palette, for example, +use `rainbow()` instead of `terrain.color()`. -* More information in the +* More information can be found in the R color palettes documentation.
+ ### Challenge: Create DTM & DSM for SJER -Use the files in the `NEON_RemoteSensing/SJER/` directory to create a Digital -Terrain Model map and Digital Surface Model map of the San Joaquin Experimental -Range field site. +Download data from the NEON field site +San Joaquin Experimental Range (SJER) +and create maps of the Digital Terrain and Digital Surface Models. Make sure to: * include hillshade in the maps, * label axes on the DSM map and exclude them from the DTM map, - * a title for the maps, - * experiment with various alpha values and color palettes to represent the - data. + * add titles for the maps, + * experiment with various alpha values and color palettes to represent the data.
- - -![Digital surface model overlaying the hillshade raster showing the 3D elevation of NEON's site San Joaquin Experiment Range](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/challenge-hillshade-layering-1.png)![Digital terrain model overlaying the hillshade raster showing the 3D ground surface of NEON's site San Joaquin Experiment Range](https://raw.githubusercontent.com/NEONScience/NEON-Data-Skills/main/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/rfigs/challenge-hillshade-layering-2.png) - diff --git a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/NOT_VERIFIED.txt b/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/NOT_VERIFIED.txt deleted file mode 100644 index ce752dc57..000000000 --- a/tutorials/R/Geospatial-skills/intro-raster-r/01-Plot-Raster/NOT_VERIFIED.txt +++ /dev/null @@ -1,4 +0,0 @@ -This file was automatically copied over to this new location, 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