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

Xiaowei Jia, Ankush Khandelwal, Vipin 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 auto…