Efficacy of machine learning in simulating precipitation and its extremes over the capital cities in North Indian states

Efficacy of machine learning in simulating precipitation and its extremes over the capital cities in North Indian states

Abstract Climate change-induced precipitation extremes are a pressing global concern. This study investigates the predictability of precipitation patterns and extremes across North Indian states from 1984 to 2023 using NASA’s Prediction of Worldwide Energy Resources (POWER) datasets and machine lear...

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Bibliographic Details
Main Authors: Aayushi Tandon, Amit Awasthi, Kanhu Charan Pattnayak
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Climate change
Machine learning
North Indian states
Precipitation patterns
Random forest
Support vector machine
Online Access:https://doi.org/10.1038/s41598-024-84360-w
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