To identify deserts in visible imagery, look for lightly coloured surface areas.
Desert surfaces are sensitive to the diurnal heating cycle, so you can identify them in infrared imagery by animating the imagery and looking for areas with rapid temperature changes after sunrise and sunset.
Here’s how desert appears in the RGBs.



