Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning

8 Apr 2019Xiaowei JiaAnkush KhandelwalVipin Kumar

This paper provides an overview of how recent advances in machine learning and the availability of data from earth observing satellites can dramatically improve our ability to automatically map croplands over long period and over large regions. It discusses three applications in the domain of crop monitoring where ML approaches are beginning to show great promise... (read more)

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