Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S.
Hongzhang XuQiangqiang YuanTongwen LiHuanfeng ShenLiangpei ZhangPublished in: IGARSS (2019)
Keyphrases
- surface temperature
- machine learning
- soil moisture
- surface roughness
- high resolution
- united states
- d objects
- image measurements
- pattern recognition
- computer vision
- feature selection
- decision trees
- multiview reconstruction
- image analysis
- sensor measurements
- learning algorithm
- natural environment
- video sequences
- optical properties
- hyperspectral images
- remote sensing