Global Irrigation Map, our capstone machine learning project

For our capstone project at UC Berkeley, we worked with the Department of Environmental Studies. We developed a machine learning model that we continued to improve even after the course term, and I’m happy to report that it is now under discussion to be a published paper – a first for the program itself, according to our lecturer.

Global Irrigation Extent, as per our ML Model

Update Aug/5/2020: New blog post: a behind the scenes look on how we built the model.

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