Tree-based Machine Learning Estimation of Near-Real-time Diffuse Solar Irradiance from Himawari-8 Satellite Data
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING（2024）
Key words
Satellites,Bills of materials,Machine learning,Radio frequency,Meteorology,Solar radiation,Spatial resolution,Regression tree analysis,Atmospheric modeling,Reflectivity,Diffuse solar radiation,gradient boosting regression tree (GBRT),Himawari-8 satellite,LightGBM,random forest (RF),XGBoost
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