Predicting rainfall using machine learning, deep learning, and time series models across an altitudinal gradient in the North-Western Himalayas

Abstract Predicting rainfall is a challenging and critical task due to its significant impact on society. Timely and accurate predictions are essential for minimizing human and financial losses. The dependence of approximately 60% of agricultural land in India on monsoon rainfall implies the crucial...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Owais Ali Wani, Syed Sheraz Mahdi, Md. Yeasin, Shamal Shasang Kumar, Alexandre S. Gagnon, Faizan Danish, Nadhir Al-Ansari, Salah El‑Hendawy, Mohamed A. Mattar
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-11-01
Online Access:	https://doi.org/10.1038/s41598-024-77687-x