A hybrid machine learning approach to unravel monsoon variability and meteorological dynamics of Pakistan's 2010 and 2022 historic floods

Study region: Pakistan. Study focus: While large-scale climatic conditions have been studied, localized meteorological dynamics and their role in flooding are not fully understood. This study examined the factors associated with the flood events of 2010 and 2022. The research employed Random Forest...

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Bibliographic Details
Main Authors: Sana Nazli, Jiahong Liu, Tianxu Song, Shan-e-hyder Soomro, Haibin Wang
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Journal of Hydrology: Regional Studies
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214581825003301
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