Toward Field Level Drought and Irrigation Monitoring Using Machine Learning Based High-Resolution Soil Moisture (ML-HRSM) Data.
Zhengwei YangJingyi HuangZhou ZhangPublished in: IGARSS (2023)
Keyphrases
- machine learning
- data analysis
- high resolution
- knowledge discovery
- pattern recognition
- statistical methods
- training data
- high quality
- remote sensing
- decision support system
- spatial resolution
- data mining
- monitoring system
- em algorithm
- markov random field
- least squares
- data points
- probabilistic model
- image processing
- computer vision
- learning algorithm