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Evaluating the performances of SVR and XGBoost for short-range forecasting of heatwaves across different temperature zones of India

This research aims to forecast maximum temperatures and the frequency of heatwave days across four different temperature zones (Zone 1, 2, 3 and 4) in India. These four zones are categorized based on the 30-year average maximum temperatures (T30AMT) during the summer months of April, May, and June (...

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Uloženo v:
Hlavní autoři: Srikanth Bhoopathi, Nitish Kumar, Somesh, Manali Pal
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2024-12-01
Edice:Applied Computing and Geosciences
Témata:
Daily maximum temperature
Heatwave
Heatwave days
XGBoost and support vector regression
On-line přístup:http://www.sciencedirect.com/science/article/pii/S259019742400051X
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