Solar Radiation Prediction Using Different Machine Learning Algorithms and Implications for Extreme Climate Events

Solar Radiation Prediction Using Different Machine Learning Algorithms and Implications for Extreme Climate Events

Solar radiation is the Earth’s primary source of energy and has an important role in the surface radiation balance, hydrological cycles, vegetation photosynthesis, and weather and climate extremes. The accurate prediction of solar radiation is therefore very important in both the solar industry and...

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Bibliographic Details
Main Authors: Liexing Huang, Junfeng Kang, Mengxue Wan, Lei Fang, Chunyan Zhang, Zhaoliang Zeng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Earth Science
Subjects:
solar radiation prediction
meteorological factors
machine learning
stacking model
climate extremes model comparison
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2021.596860/full

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