Development of machine learning models for the estimation of diffuse solar radiation in the humid-subtropical climatic region of India

Abstract In this research paper, the investigation focused on developing machine learning models and comparing them with the best empirical models for estimating monthly average diffuse solar radiation. This document shares findings and information gathered from a 3-year study from August 2020 to Ju...

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Bibliographic Details

Published in:	Discover Atmosphere
Main Authors:	Farooque Azam, Naiem Akhtar, Shahid Husain
Format:	Article
Language:	English
Published:	Springer 2025-04-01
Subjects:	Diffuse solar radiation Humid-subtropical climate Global solar radiation Diffuse fraction Machine learning Sky-clearness index
Online Access:	https://doi.org/10.1007/s44292-025-00030-0