Muhammad Aamir Shahzad , Xu Zhao , Jin Zhang , Mehwish Rasheed , Shengze Qin
{"title":"生计复原力和数字化:巴基斯坦受洪水影响的边缘化农村社区的粮食安全战略","authors":"Muhammad Aamir Shahzad , Xu Zhao , Jin Zhang , Mehwish Rasheed , Shengze Qin","doi":"10.1016/j.cliser.2025.100612","DOIUrl":null,"url":null,"abstract":"<div><div>Pakistan is extremely vulnerable to floods which severely affect millions of people and create food instability and obstruct livelihoods with marginalized rural communities are most at risk due to poor resources and adaptive capability. Strengthening household-level strategies is critical for enhancing community resilience. This study aims to identify the adoption of flood resilience strategies, the role of digitalization and assess their impact on food instability and livelihood resilience in marginalized rural communities using multivariate probit model and propensity score matching techniques. This uses data from 384 households, collected through multistage sampling methods. Findings indicate that most households lack digitalization services and effective early warning mechanisms; however, they adopt mitigation measures that enhance livelihoods and food stability. For instance, migration is associated with larger landholdings, while mixed farming and diversified occupations increase livestock ownership, resource mobilization, and dietary diversity, although cereal-based diets remain predominant. Gender imbalances and sociodemographic factors significantly influence flood coping strategies and community livelihood resilience. This study suggests that policy measures should expand digital infrastructure and early warning systems, address gender inequalities, and promote diversified livelihoods. Locally tailored adaptation strategies, coupled with dietary diversification, are essential for sustainable flood resilience and long-term food security.</div></div>","PeriodicalId":51332,"journal":{"name":"Climate Services","volume":"40 ","pages":"Article 100612"},"PeriodicalIF":4.5000,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Livelihood resilience and digitalization: Food security strategies for marginalized rural communities affected by floods in Pakistan\",\"authors\":\"Muhammad Aamir Shahzad , Xu Zhao , Jin Zhang , Mehwish Rasheed , Shengze Qin\",\"doi\":\"10.1016/j.cliser.2025.100612\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Pakistan is extremely vulnerable to floods which severely affect millions of people and create food instability and obstruct livelihoods with marginalized rural communities are most at risk due to poor resources and adaptive capability. Strengthening household-level strategies is critical for enhancing community resilience. This study aims to identify the adoption of flood resilience strategies, the role of digitalization and assess their impact on food instability and livelihood resilience in marginalized rural communities using multivariate probit model and propensity score matching techniques. This uses data from 384 households, collected through multistage sampling methods. Findings indicate that most households lack digitalization services and effective early warning mechanisms; however, they adopt mitigation measures that enhance livelihoods and food stability. For instance, migration is associated with larger landholdings, while mixed farming and diversified occupations increase livestock ownership, resource mobilization, and dietary diversity, although cereal-based diets remain predominant. Gender imbalances and sociodemographic factors significantly influence flood coping strategies and community livelihood resilience. This study suggests that policy measures should expand digital infrastructure and early warning systems, address gender inequalities, and promote diversified livelihoods. Locally tailored adaptation strategies, coupled with dietary diversification, are essential for sustainable flood resilience and long-term food security.</div></div>\",\"PeriodicalId\":51332,\"journal\":{\"name\":\"Climate Services\",\"volume\":\"40 \",\"pages\":\"Article 100612\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-09-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Climate Services\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2405880725000731\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Climate Services","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2405880725000731","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Livelihood resilience and digitalization: Food security strategies for marginalized rural communities affected by floods in Pakistan
Pakistan is extremely vulnerable to floods which severely affect millions of people and create food instability and obstruct livelihoods with marginalized rural communities are most at risk due to poor resources and adaptive capability. Strengthening household-level strategies is critical for enhancing community resilience. This study aims to identify the adoption of flood resilience strategies, the role of digitalization and assess their impact on food instability and livelihood resilience in marginalized rural communities using multivariate probit model and propensity score matching techniques. This uses data from 384 households, collected through multistage sampling methods. Findings indicate that most households lack digitalization services and effective early warning mechanisms; however, they adopt mitigation measures that enhance livelihoods and food stability. For instance, migration is associated with larger landholdings, while mixed farming and diversified occupations increase livestock ownership, resource mobilization, and dietary diversity, although cereal-based diets remain predominant. Gender imbalances and sociodemographic factors significantly influence flood coping strategies and community livelihood resilience. This study suggests that policy measures should expand digital infrastructure and early warning systems, address gender inequalities, and promote diversified livelihoods. Locally tailored adaptation strategies, coupled with dietary diversification, are essential for sustainable flood resilience and long-term food security.
期刊介绍:
The journal Climate Services publishes research with a focus on science-based and user-specific climate information underpinning climate services, ultimately to assist society to adapt to climate change. Climate Services brings science and practice closer together. The journal addresses both researchers in the field of climate service research, and stakeholders and practitioners interested in or already applying climate services. It serves as a means of communication, dialogue and exchange between researchers and stakeholders. Climate services pioneers novel research areas that directly refer to how climate information can be applied in methodologies and tools for adaptation to climate change. It publishes best practice examples, case studies as well as theories, methods and data analysis with a clear connection to climate services. The focus of the published work is often multi-disciplinary, case-specific, tailored to specific sectors and strongly application-oriented. To offer a suitable outlet for such studies, Climate Services journal introduced a new section in the research article type. The research article contains a classical scientific part as well as a section with easily understandable practical implications for policy makers and practitioners. The journal''s focus is on the use and usability of climate information for adaptation purposes underpinning climate services.