Further Resources

To expand your learning, we recommend the following detailed resources:

• PDFs of the materials in this workshop

Google Earth Engine

• GEE free textbook for further learning

Collect Earth Online

• CEO support page

SEPAL

• FAO’s SEPAL online course

• SEPAL optical mosaic documentation

• SEPAL classification documentation

Sample Design

• AREA2 documentation page

• OpenMRV tutorial on sampling design with SEPAL

Drone Flight and Image Processing

Here are some places you can find free, open-source drone imagery to play around with (both raw and processed):

• DroneMapper
• Wingtra
• Pix4D
• OpenAerialMap
• OpenDroneMap
• USGS EarthExplorer

Here are some tips from Pix4D on how to improve drone image products in areas with dense vegetation (e.g. forests):

• How to improve the outputs of dense vegetation areas using PIX4Dmapper?

Synthetic Aperture Radar (SAR)

• Compiled resources for using SAR data

Random Forest

• Intro to random forest

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Table of contents

• SAR
• Cloud Masking
• Spectral Indices