Comparative assessment of human and sectoral impacts of the 2010 and 2022 floods in Khyber Pakhtunkhwa, Pakistan: evidence from Jaccard similarity index and Noy‐lifeyears framework

Floods occurring 12 years apart, in 2010 and 2022, accounted for 50% of the total monetary damage in Pakistan, yet comparative assessments continue to rely primarily on aggregate damage statistics that obscure persistent vulnerabilities and human-development impacts. This study conducts a dual compa...

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Principais autores:	Sajid Imran, Amjad Ali, Khadija Farhan Alhumaid, Waheed Ullah, Imran Khan, Safi Ullah
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2026-02-01
coleção:	Frontiers in Environmental Science
Assuntos:	floods 2010 floods 2022 Jaccard similarity index khyber pakhtunkhwa Noy-lifeyears framework Pakistan
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fenvs.2026.1742357/full
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