Predicting maximum temperatures over India 10-days ahead using machine learning models

Abstract In the months of March-June, India experiences high daytime temperatures (Tmax), which sometimes lead to heatwave-like conditions over India. In this study, 10 different machine learning models are evaluated for their ability to predict the daily Tmax anomalies 10 days ahead in the months o...

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Bibliographic Details
Main Authors: J. V. Ratnam, Swadhin K. Behera, Masami Nonaka, Patrick Martineau, Kalpesh R. Patil
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-44286-1