{"title":"印度东北部山区对气候变化有多脆弱?了解曼尼普尔邦气候脆弱性的环境和社会经济驱动因素","authors":"Goutam Elangbam, Abujam Manglem Singh","doi":"10.1007/s41685-024-00363-5","DOIUrl":null,"url":null,"abstract":"<div><p>Climate change threatens the environmental and socio-economic sustainability of people living in the ecologically fragile hills of Northeast India. To respond effectively to these challenges, there is a need for an integrated vulnerability assessment to guide the formulation of adaptation strategies. Climate vulnerability refers to an area's susceptibility or inability to cope with the adverse impacts of climate change, including variability and extremes, highlighting the need to assess both environmental and socioeconomic factors. This study conducted a district-level assessment of climate vulnerability in Manipur using a Composite Vulnerability Index (CVI) that combined environmental (8 indicators) and socioeconomic (6 indicators) factors with an unequal weighting scheme. GIS techniques were employed to map the CVI, Environmental Vulnerability Index (EVI), and Socioeconomic Vulnerability Index (SVI), revealing spatial variations in climate vulnerability and its driving factors. The results of the CVI indicated that Imphal West District(CVI = 0.234) was the least climate-vulnerable, due to its low social vulnerability (SVI = 0.196) and intermediate EVI score (0.323). On the other hand, Thoubal emerged as the most climate-vulnerable district in the state because of its high social vulnerability. Districts such as Churachandpur (EVI = 0.742) exhibited high environmental vulnerability, whereas the Senapati District (0.227) experienced minimum vulnerability according to the EVI. Grouping of districts into low, medium and high climate vulnerability categories was validated using hierarchical cluster analysis. This underscored the significance of targeted interventions for districts experiencing different levels of climate vulnerability. The findings of this study may be relevant for similar contexts within the Indian Himalayan states, especially in tropical and subtropical regions where urgent climate adaptation measures are essential. Moreover, the methods show significant flexibility, enabling comparisons of vulnerability across districts of the region and elsewhere. Importantly, it can adjust indicators to anticipate future changes in socioeconomic conditions.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 1","pages":"265 - 295"},"PeriodicalIF":1.9000,"publicationDate":"2024-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"How vulnerable are India’s North-Eastern hills to climate change? Understanding environmental and socio-economic drivers of climate vulnerability in the state of Manipur\",\"authors\":\"Goutam Elangbam, Abujam Manglem Singh\",\"doi\":\"10.1007/s41685-024-00363-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Climate change threatens the environmental and socio-economic sustainability of people living in the ecologically fragile hills of Northeast India. To respond effectively to these challenges, there is a need for an integrated vulnerability assessment to guide the formulation of adaptation strategies. Climate vulnerability refers to an area's susceptibility or inability to cope with the adverse impacts of climate change, including variability and extremes, highlighting the need to assess both environmental and socioeconomic factors. This study conducted a district-level assessment of climate vulnerability in Manipur using a Composite Vulnerability Index (CVI) that combined environmental (8 indicators) and socioeconomic (6 indicators) factors with an unequal weighting scheme. GIS techniques were employed to map the CVI, Environmental Vulnerability Index (EVI), and Socioeconomic Vulnerability Index (SVI), revealing spatial variations in climate vulnerability and its driving factors. The results of the CVI indicated that Imphal West District(CVI = 0.234) was the least climate-vulnerable, due to its low social vulnerability (SVI = 0.196) and intermediate EVI score (0.323). On the other hand, Thoubal emerged as the most climate-vulnerable district in the state because of its high social vulnerability. Districts such as Churachandpur (EVI = 0.742) exhibited high environmental vulnerability, whereas the Senapati District (0.227) experienced minimum vulnerability according to the EVI. Grouping of districts into low, medium and high climate vulnerability categories was validated using hierarchical cluster analysis. This underscored the significance of targeted interventions for districts experiencing different levels of climate vulnerability. The findings of this study may be relevant for similar contexts within the Indian Himalayan states, especially in tropical and subtropical regions where urgent climate adaptation measures are essential. Moreover, the methods show significant flexibility, enabling comparisons of vulnerability across districts of the region and elsewhere. Importantly, it can adjust indicators to anticipate future changes in socioeconomic conditions.</p></div>\",\"PeriodicalId\":36164,\"journal\":{\"name\":\"Asia-Pacific Journal of Regional Science\",\"volume\":\"9 1\",\"pages\":\"265 - 295\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2024-11-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Asia-Pacific Journal of Regional Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s41685-024-00363-5\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asia-Pacific Journal of Regional Science","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s41685-024-00363-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
How vulnerable are India’s North-Eastern hills to climate change? Understanding environmental and socio-economic drivers of climate vulnerability in the state of Manipur
Climate change threatens the environmental and socio-economic sustainability of people living in the ecologically fragile hills of Northeast India. To respond effectively to these challenges, there is a need for an integrated vulnerability assessment to guide the formulation of adaptation strategies. Climate vulnerability refers to an area's susceptibility or inability to cope with the adverse impacts of climate change, including variability and extremes, highlighting the need to assess both environmental and socioeconomic factors. This study conducted a district-level assessment of climate vulnerability in Manipur using a Composite Vulnerability Index (CVI) that combined environmental (8 indicators) and socioeconomic (6 indicators) factors with an unequal weighting scheme. GIS techniques were employed to map the CVI, Environmental Vulnerability Index (EVI), and Socioeconomic Vulnerability Index (SVI), revealing spatial variations in climate vulnerability and its driving factors. The results of the CVI indicated that Imphal West District(CVI = 0.234) was the least climate-vulnerable, due to its low social vulnerability (SVI = 0.196) and intermediate EVI score (0.323). On the other hand, Thoubal emerged as the most climate-vulnerable district in the state because of its high social vulnerability. Districts such as Churachandpur (EVI = 0.742) exhibited high environmental vulnerability, whereas the Senapati District (0.227) experienced minimum vulnerability according to the EVI. Grouping of districts into low, medium and high climate vulnerability categories was validated using hierarchical cluster analysis. This underscored the significance of targeted interventions for districts experiencing different levels of climate vulnerability. The findings of this study may be relevant for similar contexts within the Indian Himalayan states, especially in tropical and subtropical regions where urgent climate adaptation measures are essential. Moreover, the methods show significant flexibility, enabling comparisons of vulnerability across districts of the region and elsewhere. Importantly, it can adjust indicators to anticipate future changes in socioeconomic conditions.
期刊介绍:
The Asia-Pacific Journal of Regional Science expands the frontiers of regional science through the diffusion of intrinsically developed and advanced modern, regional science methodologies throughout the Asia-Pacific region. Articles published in the journal foster progress and development of regional science through the promotion of comprehensive and interdisciplinary academic studies in relationship to research in regional science across the globe. The journal’s scope includes articles dedicated to theoretical economics, positive economics including econometrics and statistical analysis and input–output analysis, CGE, Simulation, applied economics including international economics, regional economics, industrial organization, analysis of governance and institutional issues, law and economics, migration and labor markets, spatial economics, land economics, urban economics, agricultural economics, environmental economics, behavioral economics and spatial analysis with GIS/RS data education economics, sociology including urban sociology, rural sociology, environmental sociology and educational sociology, as well as traffic engineering. The journal provides a unique platform for its research community to further develop, analyze, and resolve urgent regional and urban issues in Asia, and to further refine established research around the world in this multidisciplinary field. The journal invites original articles, proposals, and book reviews.The Asia-Pacific Journal of Regional Science is a new English-language journal that spun out of Chiikigakukenkyuu, which has a 45-year history of publishing the best Japanese research in regional science in the Japanese language and, more recently and more frequently, in English. The development of regional science as an international discipline has necessitated the need for a new publication in English. The Asia-Pacific Journal of Regional Science is a publishing vehicle for English-language contributions to the field in Japan, across the complete Asia-Pacific arena, and beyond.Content published in this journal is peer reviewed (Double Blind).