Investigating the Efficacy of the SMAP Downscaled Soil Moisture Product for Drought Monitoring Based on Information Theory.
Zemian WuJianxiu QiuWade T. CrowDagang WangZhengang WangXiaohu ZhangPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- information theory
- soil moisture
- information theoretic
- statistical learning
- statistical mechanics
- jensen shannon divergence
- decision support system
- relative entropy
- synthetic aperture radar
- information geometry
- statistical physics
- hyperspectral images
- mdl principle
- natural environment
- risk management
- mutual information
- machine learning
- conditional entropy
- low complexity
- similarity measure
- feature selection