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Generalized Extreme Gradient Boosting model for predicting daily global solar radiation for locations without historical data

Rangjian Qiu, Chunwei Liu, Ningbo Cui, Yang Gao, Longan Li, Zongjun Wu, Shouzheng Jiang, Meng Hu

2022Energy Conversion and Management47 citationsDOI

Topics & Concepts

Sunshine durationGeneralized additive modelLatitudeLongitudeMeteorologyEnvironmental scienceClimatologyAltitude (triangle)Mean radiant temperatureGeographyMathematicsStatisticsClimate changePrecipitationEcologyGeodesyGeologyBiologyGeometrySolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesSolar Thermal and Photovoltaic Systems
Generalized Extreme Gradient Boosting model for predicting daily global solar radiation for locations without historical data | Litcius