Short and long-term crop mapping

In-season and dynamic crop mapping using 3D convolution neural networks and sentinel-2 time series

An accurate, frequently updated, automatic and reproducible mapping procedure to identify seasonal cultivated crops is a prerequisite for many crop monitoring activities. Deep learning was demonstrated to be an effective mapping approach already …