International journal of disaster risk reduction最新文献

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The impact of drought and climate change on economy, environment and human health in southern Iran: A qualitative study 干旱和气候变化对伊朗南部经济、环境和人类健康的影响:定性研究
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-11-01 DOI: 10.1016/j.ijdrr.2024.104937
Neda Malek Mohammadi , Narges Khanjani , Bahram Bakhtiari , Yunes Jahani
{"title":"The impact of drought and climate change on economy, environment and human health in southern Iran: A qualitative study","authors":"Neda Malek Mohammadi ,&nbsp;Narges Khanjani ,&nbsp;Bahram Bakhtiari ,&nbsp;Yunes Jahani","doi":"10.1016/j.ijdrr.2024.104937","DOIUrl":"10.1016/j.ijdrr.2024.104937","url":null,"abstract":"<div><div>Drought and climate change are one of the most important environmental health challenges of the current century. It has been predicted that the occurrence of drought, its intensity, and its adverse effects on the environment, human health, societies, and economy will increase in the coming decades. This qualitative content analysis study aimed to explore the impact of drought on the lives of people living in the south of Iran. Data were collected through in-depth semi-structured interviews with farmers, urban and rural officials, and physicians. A total of 25 interviews were conducted. All interviews were recorded and then transcribed. Data were analyzed using MAXQDA version 18. The concepts raised by interviewees regarding the consequences of drought were categorized into four themes, including economic consequences, environmental hazards, health consequences, and adaptation options; and most of these consequences were inter-related. Participants believed that drought has affected the soil, environment, ecosystem, and the quality and quantity of water, and this can lead to extensive effects on humans’ physical, mental, and community wellbeing. Drought can also cause adverse economic effects, which can further intensify its adverse effects. It seems like the adverse effects of drought in Iran are severe and destructive, and this is due to the mismanagement of water and environmental resources and other socio-economic problems. Fundamental changes in the management of water and environmental resources are necessary.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104937"},"PeriodicalIF":4.2,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142593317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of domino effect quantitative risk assessment to Natech accident triggered by earthquakes in a liquor storage tank area 多米诺效应定量风险评估在白酒储罐区地震引发的 Natech 事故中的应用
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-11-01 DOI: 10.1016/j.ijdrr.2024.104957
Tianming Ma , Jiajun Zou , Yuan He , Hong Zhao , Yanyu Chu , Dongyao Zhang , Chuyuan Huang
{"title":"Application of domino effect quantitative risk assessment to Natech accident triggered by earthquakes in a liquor storage tank area","authors":"Tianming Ma ,&nbsp;Jiajun Zou ,&nbsp;Yuan He ,&nbsp;Hong Zhao ,&nbsp;Yanyu Chu ,&nbsp;Dongyao Zhang ,&nbsp;Chuyuan Huang","doi":"10.1016/j.ijdrr.2024.104957","DOIUrl":"10.1016/j.ijdrr.2024.104957","url":null,"abstract":"<div><div>Damage to industrial equipment caused by earthquakes is a typical Natech accident. Earthquake damage may cause tank failures and trigger accidental releases of hazardous substances, even a series of fires and explosions, forming a natural hazard-induced domino chain (NHDC), which poses a serious threat to the processing industry. In this study, a whole-process quantitative risk assessment (QRA) methodology for earthquake-induced domino accident chains is proposed. In the framework of QRA, specific probit models are used to quantify the damage of earthquakes and to assess the probability of storage tank failure. Besides, pool fires following the leakage of the failed tanks were considered to be the consequence of the earthquake Natech accident. The Mudan thermal radiation model and the threshold model were used to identify the propagation paths of domino effects. Case studies were carried out to investigate the dynamic evolution of fire-related domino effects in different credible accident scenarios, including multiple initial accidents co-occurring. The results show that the combination of multiple initial accident scenarios takes less time to complete domino effect escalation of the overall scenario than a single initial accident scenario and will significantly increase the regional risk indices.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104957"},"PeriodicalIF":4.2,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142593544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing and mitigating dwelling collapse risk due to extreme precipitation: A comprehensive study using CNN-RF and GeoDetector 评估和减轻极端降水导致的住宅倒塌风险:使用 CNN-RF 和 GeoDetector 的综合研究
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-11-01 DOI: 10.1016/j.ijdrr.2024.104918
Yinan Wang , Juan Nie , Zhenxiang Xing , Zhenbo Wang , Chengdong Xu , Heng Li
{"title":"Assessing and mitigating dwelling collapse risk due to extreme precipitation: A comprehensive study using CNN-RF and GeoDetector","authors":"Yinan Wang ,&nbsp;Juan Nie ,&nbsp;Zhenxiang Xing ,&nbsp;Zhenbo Wang ,&nbsp;Chengdong Xu ,&nbsp;Heng Li","doi":"10.1016/j.ijdrr.2024.104918","DOIUrl":"10.1016/j.ijdrr.2024.104918","url":null,"abstract":"<div><div>Dragon boat rain, the most common extreme precipitation form in South China from May to June with more similar spatial distribution, caused serious loss of people's lives and property. The dwelling collapse is one of the main losses. Previous studies have paid little attention to the dwelling collapse risk caused by dragon boat rain (DCRDBR), the coupling model with CNN and RF applied to its assessment, and the influence of the precipitation process and interaction of natural and social factors on it. To fill these gaps, the CNN-RF was used to calculate the DCRDBR and the DCRDBR map was drawn. The Geodetctor was used to identify the main influencing factors and influencing factor interactions of DCRDBR, due to the spatial stratified heterogeneity of DCRDBR and the ability to obtain the determinant power of single factor and factor interaction. The results show that the F1 score and the AUC value of CNN-RF are 0.96 and 0.81, respectively. The spatial distribution of DCRDBR obtained by CNN-RF is high in the northeast and low in the southwest Guangdong Province. The total precipitation has the strongest determinant power (q = 0.54) followed by Slope (q = 0.52). The average determinant power of factors describing the precipitation process is 0.25. The combination of total precipitation and GDP/capita has the strongest determinant power of all combinations of natural and socio-economic factors (q = 0.72) followed by the total precipitation and ratio of urban population (q = 0.71). This study demonstrates the ability of CNN-RF applied to the DCRDBR assessment due to the integration of feature extraction and anti-overfitting ability, and identifies the influence of precipitation processes and the interaction of natural and socio-economic factors on the DCRDBR. It provides a solid scientific basis for crafting strategies to mitigate the impact of dragon boat rain and is conducive to the city's sustainable development.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104918"},"PeriodicalIF":4.2,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142586188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strategic hazard mitigation planning 减灾战略规划
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-25 DOI: 10.1016/j.ijdrr.2024.104923
Melanie Gall , Peiyao Li , Carol J. Friedland
{"title":"Strategic hazard mitigation planning","authors":"Melanie Gall ,&nbsp;Peiyao Li ,&nbsp;Carol J. Friedland","doi":"10.1016/j.ijdrr.2024.104923","DOIUrl":"10.1016/j.ijdrr.2024.104923","url":null,"abstract":"<div><div>A multitude of studies have emerged in recent years that examined the quality of hazard mitigation plans. This study adds to the existing body of research by examining the quality of mitigation strategies, associated mitigation actions, and adherence to strategic planning principles. The study reviewed 64 local Louisiana hazard mitigation plans producing a dataset of 7729 proposed mitigation actions. Mitigation actions were assigned one or more FEMA project codes as well as one of six government powers. Comparative statistics revealed that coastal and inland parishes do not propose distinctly different mitigation plans despite differences in local risk and vulnerability profiles. While plans contained highly similar types of proposed mitigation actions, the majority of proposed mitigation actions consisted of building and infrastructure projects. Furthermore, hazard mitigation plans were largely aspirational in nature and lacked a true strategic roadmap for future risk reduction.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104923"},"PeriodicalIF":4.2,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142538345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
WASH recommendations for improving disaster preparedness and recovery in schools in Indonesia 关于改善印度尼西亚学校备灾和灾后恢复工作的讲卫生运动建议
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-24 DOI: 10.1016/j.ijdrr.2024.104924
Margarita Garfias Royo , Imaduddin Ahmed , Ella Meilianda , Priti Parikh
{"title":"WASH recommendations for improving disaster preparedness and recovery in schools in Indonesia","authors":"Margarita Garfias Royo ,&nbsp;Imaduddin Ahmed ,&nbsp;Ella Meilianda ,&nbsp;Priti Parikh","doi":"10.1016/j.ijdrr.2024.104924","DOIUrl":"10.1016/j.ijdrr.2024.104924","url":null,"abstract":"<div><div>Access to functional and clean toilets which maintain privacy and dignity and support girls’ Menstrual hygiene management (MHM) plays a crucial role to getting girls back to school post-disaster. This could also help in managing feelings of shame and disgust experienced when using toilets in schools in post disaster settings. In this paper, we report on our assessment of water, sanitation and hygiene (WASH) facilities in schools three-years post the 2018 multi-hazard event in Indonesia. We used a mixed-methods approach using visual observations, interviews with school principals, surveys with schoolgirls and focus group discussions with schoolgirls and teachers to understand the lived experiences of students using toilets at school. Our results highlight that across schools descriptive and injunctive social norms were supportive of littering, inadequate toilet facilities for girls to manage their menstruation and bullying and antisocial behaviour by opening toilet doors while the facilities were occupied. Based on these results, we developed two types of interventions, physical and behavioural, piloted in three schools to increase WASH and MHM awareness and the safety of sanitation facilities. Our interventions showed that approaches for WASH interventions in schools can only be designed if we understand the local barriers to carrying out interventions that integrate maintenance plans. We provide recommendations to support practitioners in mitigating risk and improving circumstances for girls in schools in Indonesia, which have the potential to address SDG 4 on inclusive and equitable education and SDG 5 on gender equality and girls’ empowerment.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104924"},"PeriodicalIF":4.2,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantitative assessment of congestion diffusion and cascading effect under rainfall-flood disasters: A case study of Nanjing, China 定量评估降雨-洪水灾害下的拥堵扩散和连带效应:中国南京案例研究
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-21 DOI: 10.1016/j.ijdrr.2024.104915
Zhichao Chen , Changjiang Zheng , Meng Xu , Zhilong Wu , Shukang Zheng , Genghua Ma
{"title":"Quantitative assessment of congestion diffusion and cascading effect under rainfall-flood disasters: A case study of Nanjing, China","authors":"Zhichao Chen ,&nbsp;Changjiang Zheng ,&nbsp;Meng Xu ,&nbsp;Zhilong Wu ,&nbsp;Shukang Zheng ,&nbsp;Genghua Ma","doi":"10.1016/j.ijdrr.2024.104915","DOIUrl":"10.1016/j.ijdrr.2024.104915","url":null,"abstract":"<div><div>Urban road networks are frequently disrupted by flooding rainfall-flood disasters, which can cause severe traffic disruptions and leading to traffic congestion due to cascading effect. This paper investigates the reliability issues under rainfall-flood conditions. A coupled model, integrating a rainfall-flood model with an improved cascading failure model, is proposed to assess how rainfall intensities and flooding will influence traffic congestion and bring network instability. Utilizing an improved Nonlinear Load-Capacity model, we quantify the impact of congestion and analyze cascading processes under various rainfall-flood conditions. The case study in Nanjing, China reveal that, when congestion causes network pressure to exceed the traffic percolation threshold, traffic congestion diffusion becomes more pronounced, putting excessive strain on other passable roads. Network cascading failures due to traffic congestion diffusion can lead to excessive focus on the remaining passable roads, resulting in a sharp increase in the average importance. The significance of this work lies in its provision of an effective method for predicting potential network disruptions and cascading failures in advance, thereby enhancing post-disaster road operations.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104915"},"PeriodicalIF":4.2,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Covid-19 and intra-household financial coping strategies in Pakistan 巴基斯坦的 Covid-19 和家庭内部财务应对策略
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-19 DOI: 10.1016/j.ijdrr.2024.104908
Hamza Umer , Muhammad Fawad Khan
{"title":"Covid-19 and intra-household financial coping strategies in Pakistan","authors":"Hamza Umer ,&nbsp;Muhammad Fawad Khan","doi":"10.1016/j.ijdrr.2024.104908","DOIUrl":"10.1016/j.ijdrr.2024.104908","url":null,"abstract":"<div><div>The economic challenges due to the Covid-19 are likely to be acuter in developing countries as their population predominantly relies on informal activities not protected through insurance or government support. To understand how people are coping with the Covid-19 challenges, this study investigates seven important financial coping strategies of households in Pakistan using a nationally representative large dataset of 6000 households. The data was collected by the government right after the acute stage of the Covid-19 to study the economic implications of pandemic. By using the binary logit regressions our results show that households exposed to a severe negative Covid-19 shock have higher odds of using their savings or investments, acquiring loans, quitting education of their children, not paying their utility bills, and selling their productive assets in comparison to the households unexposed to a severe Covid-19 shock. Furthermore, a gender-based comparison between severely affected male and female-headed households reveals that female-headed households are two times less likely to discontinue the education of their children, obtain informal loans, and sell their productive assets to cope with the Covid-19 shock. This reflects better financial management among female as compared to male-headed households. Lastly, compared to rural households, urban-affected households have higher odds of acquiring a formal loan. The findings highlight the severity of the pandemic in a developing country and call for a swift and targeted government response to ensure minimum well-being of the households.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104908"},"PeriodicalIF":4.2,"publicationDate":"2024-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142538346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What you don't know can't help you: Public awareness about social and green infrastructure 你不知道的东西帮不了你:公众对社会和绿色基础设施的认识
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-18 DOI: 10.1016/j.ijdrr.2024.104891
Madeline Craig-Scheckman , Mikio Ishiwatari , Daniel P. Aldrich
{"title":"What you don't know can't help you: Public awareness about social and green infrastructure","authors":"Madeline Craig-Scheckman ,&nbsp;Mikio Ishiwatari ,&nbsp;Daniel P. Aldrich","doi":"10.1016/j.ijdrr.2024.104891","DOIUrl":"10.1016/j.ijdrr.2024.104891","url":null,"abstract":"","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104891"},"PeriodicalIF":4.2,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Emerging place governance to lost places for communities: Government planning and citizen-driven placemaking in the disaster memorial parks after the 2011 Japan tsunami 新出现的地方治理,为社区找回失去的地方:2011 年日本海啸后灾害纪念公园中的政府规划和公民驱动的地方建设
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-18 DOI: 10.1016/j.ijdrr.2024.104907
Tamiyo Kondo , Yegane Ghezelloo , Nao Sakaguchi
{"title":"Emerging place governance to lost places for communities: Government planning and citizen-driven placemaking in the disaster memorial parks after the 2011 Japan tsunami","authors":"Tamiyo Kondo ,&nbsp;Yegane Ghezelloo ,&nbsp;Nao Sakaguchi","doi":"10.1016/j.ijdrr.2024.104907","DOIUrl":"10.1016/j.ijdrr.2024.104907","url":null,"abstract":"<div><div>Physical destruction, land use management, residential buyouts, and residential relocation following disasters disconnects people and places. Previous studies have revealed the unintended negative effects of residential buyouts and displacements, such as the reproduction of vulnerability, along with social injustice and also suggested that places determine the critical elements of long-term community recovery. We explored how government place-based planning and citizen-driven placemaking transform place identity of lost places after the 2011 Japan tsunami. We selected tsunami reconstruction memorial parks as lost places for local communities, and analyzed government planning reports, interviewed citizen-driven placemakers, and conducted questionnaire survey to clarify residents’ perception of place. Our results showed that the sense of belonging was determined by their sense of place in relation to memorial parks, as “part of the everyday landscape,” “nostalgia,” and “symbol of reconstruction.” We also found that citizen-driven placemaking embodied the concept of disaster memorial parks developed by government planning: requiem, commemoration, symbol of reconstruction. These results suggest that citizen-driven placemaking can potentially serve as a driving force to transform a sense of place that enhances the sense of belonging to lost places. We conclude that local authorities must pay attention to the fluctuation in the meaning of lost places that may influence long-term community recovery. Governments, civic organizations, and locals need to promote collaboration and pursue multi-stakeholder land use governance which can enhance community resilience.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104907"},"PeriodicalIF":4.2,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Iranian farmers' response to the drought crisis: How can the consequences of drought be reduced? 伊朗农民应对干旱危机:如何减轻干旱的后果?
IF 4.2 1区 地球科学
International journal of disaster risk reduction Pub Date : 2024-10-18 DOI: 10.1016/j.ijdrr.2024.104910
Moslem Savari , Bagher Khaleghi , Abbas Sheheytavi
{"title":"Iranian farmers' response to the drought crisis: How can the consequences of drought be reduced?","authors":"Moslem Savari ,&nbsp;Bagher Khaleghi ,&nbsp;Abbas Sheheytavi","doi":"10.1016/j.ijdrr.2024.104910","DOIUrl":"10.1016/j.ijdrr.2024.104910","url":null,"abstract":"<div><div>Climate change (CC) is an undeniable global phenomenon, impacting various regions, including Iran. Key components of CC, including the increase in greenhouse gases, rising temperatures, and fluctuations in precipitation patterns, are expected to significantly reduce agricultural crop yields in the near future. In response, identifying effective adaptation strategies is critical for mitigating these adverse effects. This study investigates the role of environmental values, risk perception, and psychological distance in shaping Iranian farmers’ adaptation strategies to CC. A sample of 390 farmers from Shushtar County in southwestern Iran was selected through a multi-stage stratified sampling method. Using structural equation modeling (SEM), the analysis revealed complex interrelationships between environmental values (biospheric, altruistic, and egoistic), beliefs, risk perception, psychological distance, and farmers' adaptation responses to CC. Furthermore, the results indicated that the study variables explain 67.6 % of the variance in farmers' adaptive behaviors, with belief in CC emerging as the most influential factor. These findings not only enrich the current body of literature but also provide actionable insights for policymakers to foster adaptive strategies among farmers.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"114 ","pages":"Article 104910"},"PeriodicalIF":4.2,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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