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

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 of March-J...

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Detalles Bibliográficos
Autores principales: Ratnam, J. V., Behera, Swadhin K., Nonaka, Masami, Martineau, Patrick, Patil, Kalpesh R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10567792/
https://www.ncbi.nlm.nih.gov/pubmed/37821672
http://dx.doi.org/10.1038/s41598-023-44286-1