Integrated flood risk assessment in Hunza-Nagar, Pakistan: unifying big climate data analytics and multi-criteria decision-making with GIS

Floods are a widespread natural disaster with substantial economic implications and far-reaching consequences. In Northern Pakistan, the Hunza-Nagar valley faces vulnerability to floods, posing significant challenges to its sustainable development. This study aimed to evaluate flood risk in the regi...

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Bibliografiske detaljer

Principais autores:	Muhammad Ahsan Mukhtar, Donghui Shangguan, Yongjian Ding, Muhammad Naveed Anjum, Abhishek Banerjee, Asim Qayyum Butt, Nilesh yadav, Da Li, Qin Yang, Amjad Ali Khan, Ali Muhammad, Bei Bei He
Format:	Artigo
Sprog:	Inglês
Udgivet:	Frontiers Media S.A. 2024-02-01
Serier:	Frontiers in Environmental Science
Fag:	flood risk assessment geospatial technology big climate data multi-criteria decision analysis (MCDA) Hunza Nagar Valley floods
Online adgang:	https://www.frontiersin.org/articles/10.3389/fenvs.2024.1337081/full
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