Comparing and Optimizing Four Machine Learning Approaches to Radar-Based Quantitative Precipitation Estimation - Liu, Miaomiao; Zuo, Juncheng; Tan, Jianguo; Liu, Dongwei (Remote sensing (Basel, Switzerland), 2024)
Keywords: Accuracy; Correlation coefficient; Correlation coefficients; Data collection; Data points; Decision trees; Deep learning; Estimates; KAN deep learning; Learning algorithms; Machine learning; machine learning method; Moisture content; multivariable; Neural networks; Observational learning; Optimization; Performance evaluation; Precipitation; Quality control; Radar; Radar systems; radar-based quantitative precipitation estimation; Rain; Rainfall; Rainfall intensity; random forest; Reflectance; Support vector machines; Water; Water content; Wavelet transforms; China