AI in the Real World Section 109

Satellite and Agricultural AI

Models that look down from space at fields, forests and cities, and the pixels they have to work with.

8 of 8 lessons published Three reading levels on every lesson

Start with “Working with satellite imagery”

Lessons in order

Work top to bottom. Each lesson assumes the one above it.

  1. Working with satellite imagery
  2. Detecting change from space
  3. NDVI and vegetation indices
  4. Predicting crop yield
  5. Why crop disease models fail in the field
  6. Weed detection and spot spraying
  7. AI for smallholder farms
  8. GeoTIFF tiling and georeferencing