Evaluation of Scikit-Learn Machine Learning Algorithms for Improving CMA-WSP v2.0 Solar Radiation Prediction - Wang, Dan; Shen, Yanbo; Ye, Dong; Yang, Yanchao; Da, Xuanfang; Mo, Jingyue (Atmosphere, 2024)
Keywords: Algorithms; Alternative energy sources; Artificial intelligence; Artificial satellites in remote sensing; Climate change; CMA-WSP; Datasets; Decision trees; Diurnal variations; Environmental aspects; K-nearest neighbor; Learning algorithms; Machine learning; machine learning model; Measurement; Observational learning; Performance evaluation; Performance prediction; Predictions; Python; random forest regression; Regression analysis; Regression models; Solar energy; Solar radiation; solar radiation forecast; Statistical analysis; Technology application; Testing; Weather; Weather conditions; Weather forecasting; China; Beijing China