​Droughts Monitoring Using Multi-source Remote Sensing data based on machine learning

1. Multi-sensor integrated framework and index for ecological drought monitoring are proposed.

2. Remote sensing-based soil moisture data, precipitation data, and multiple vegetation index to learn about plants response at multiple scales.

3. Drought evolution and vegetation growth should be integrated for impact assessment.

4. The integrated index effectively captures multi-scale droughts.


Drought event monitoring in 2019