Legend of a raster map with categorical data

问题:

I would like to plot a raster containing 4 different values (1) with a categorical text legend describing the categories such as 2 but with colour boxes:

I've tried using legend such as :

legend( 1,-20,legend = c("land","ocean/lake", "rivers","water bodies"))

but I don't know how to associate one value to the displayed color. Is there a way to retrieve the colour displayed with 'plot' and to use it in the legend?

回答1:

The rasterVis package includes a Raster method for levelplot(), which plots categorical variables, and produces an appropriate legend:

library(raster)
library(rasterVis)

## Example data
r <- raster(ncol=4, nrow=2)
r[] <- sample(1:4, size=ncell(r), replace=TRUE)
r <- as.factor(r)

## Add a landcover column to the Raster Attribute Table
rat <- levels(r)[[1]]
rat[["landcover"]] <- c("land","ocean/lake", "rivers","water bodies")
levels(r) <- rat

## Plot
levelplot(r, col.regions=rev(terrain.colors(4)), xlab="", ylab="")

回答2:

By default, the colours used in a raster-plot are generated by rev(terrain.colors()) (see ?raster::plot). You can use this to re-create that sequence of 4 colours for your legend - or choose a random sequence of colours:

my_col = rev(terrain.colors(n = 4))
# my_col = c('beige','red','green','blue')

First plot the map using the colour sequence. legend = FALSE gets rid of the standard colour bar:

plot(my_raster, legend = FALSE, col = my_col)

Add a custom legend to the bottom left. Use the fill argument to generate coloured boxes:

legend(x='bottomleft', legend = c("land", "ocean/lake", "rivers", "water bodies"), fill = my_col)