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What was your source data for satellite imagery? How were you able to get all year round data for some of these countries?
The Source Data are the MODIS sensors on the Aqua and Terra satellites. They have a very coarse resolution (500m) but do a full scan of the earth every single day.

I used a cloud free best-pixel composite for my analysis (MCD43A4.061)