Refinement of NOAA AMSR-2 Soil Moisture Data Product - Part 2: Development With the Optimal Machine Learning Model.
Jifu YinXiwu ZhanMichael BarlageJicheng LiuHuan MengRalph R. FerraroPublished in: IEEE Trans. Geosci. Remote. Sens. (2023)
Keyphrases
- experimental data
- data sets
- machine learning
- probability distribution
- learning models
- high quality
- measured data
- statistical methods
- prior knowledge
- data analysis
- training data
- data sources
- probabilistic model
- software engineering
- parameter estimation
- data mining
- feature vectors
- knowledge discovery
- input data
- em algorithm
- network structure
- feature extraction
- learning algorithm
- environmental conditions