Multi-Year Geospatial Reasoning using Interannually-Consistent Historical Predictions as a Free Input Modality

Syed Roshaan Ali Shah, Kasper Bonte, David Bekaert +2

Machine learning, and deep networks in particular, are increasingly used to derive higher-level Earth observation (EO) products such as annual land-cover and crop-type maps. Many a…