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Resilience to drought and climate change disasters and its determinants in the heterogeneous pastoral Ethiopia 埃塞俄比亚不同牧区抵御干旱和气候变化灾害的能力及其决定因素
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-28 DOI: 10.1016/j.pdisas.2024.100366
Mekonnen B. Wakeyo

Disastrous livestock losses have been documented over long periods in pastoral Ethiopia, and this challenge has remained unresolved. Nevertheless, this issue has received less attention than it deserves. This study estimated resilience of households to drought and climate change using survey data collected from 2756 households in the four pastoral regions of Ethiopia. A two-step approach, along with factor analysis, was followed to estimate resilience by household categories, intervention groups, and regions. Following this, tobit model was estimated to identify factors influencing resilience. The results indicated, (1) the average resilience estimated for treated and untreated groups range from 0.32 to 0.90 and from 0.32 to 0.55, respectively. (2) The components of income and food-access, public services, social safety net, and liquid and non-liquid assets boosted the estimated resilience. To those components, daily per-capita income and expenditure, food-insecurity, health-post, mobility, time-efficient food-aid, livestock-size and diversity, and irrigated land contributed most. (3) The estimated tobit model indicated months of drought, whether households produce or purchase grain for consumption, among others, significantly influenced resilience. To improve resilience, the study advises diversified income, school-feeding, market access, water points, and timely food-aid. Over time, transformative investments in road and irrigation, augmented by technology and training for forage and crop production require attention.

长期以来,埃塞俄比亚牧区的牲畜损失惨重,而这一挑战一直没有得到解决。然而,这一问题受到的关注却远远不够。本研究利用从埃塞俄比亚四个牧区 2756 个家庭收集到的调查数据,对家庭抵御干旱和气候变化的能力进行了估算。研究采用两步法和因素分析法,按家庭类别、干预组别和地区估算抗灾能力。随后,通过估计 tobit 模型来确定影响抗灾能力的因素。结果表明:(1) 治疗组和未治疗组的平均复原力估计值分别为 0.32 至 0.90 和 0.32 至 0.55。(2) 收入和食物获取、公共服务、社会安全网、流动和非流动资产等因素提高了复原力估计值。其中,人均日收入和支出、粮食不安全、卫生站、流动性、省时的粮食援助、牲畜数量和多样性以及灌溉土地的贡献最大。(3) 估计的托比特模型显示,干旱月数、家庭是否生产或购买粮食用于消费等因素对抗灾能力有重大影响。为提高抗灾能力,研究建议实现收入多样化、学校供餐、市场准入、供水点和及时的粮食援助。随着时间的推移,需要关注道路和灌溉方面的变革性投资,并通过技术和培训加强饲料和作物生产。
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引用次数: 0
Near or distant time horizons? The determinants of the integration of long-term perspectives in disaster risk management evaluation 时间跨度是近还是远?将长期视角纳入灾害风险管理评估的决定因素
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-24 DOI: 10.1016/j.pdisas.2024.100365
Mathilde de Goër de Herve

Disasters, disaster risks, and disaster risk management (DRM) present complex temporalities that must be taken into consideration when conducting evaluations that assist the choice of new strategies. Given the non-linearity of change, including long-term perspectives can modify the evaluation results and recommendations, but little is known about how time horizons are selected in DRM evaluation. This exploratory study investigates the determinants that affect what time horizon is considered in DRM evaluation. 12 semi-structured interviews with professional evaluators from different parts of the world were conducted in spring 2022. Their experiences indicate that the interpretation of what is long term in DRM evaluation is context-dependent. The factors determining if time horizons are expanded or narrowed relate to four categories: the actors involved in the evaluation, the purpose of the evaluation, the resources available to conduct the evaluation, and the specific DRM context. It is concluded that DRM evaluation seems to be quite similar to other public policy evaluations, except the DRM context that plays an important role by determining the timing of the evaluation, which itself affects what time horizon should be and/or is considered.

灾害、灾害风险和灾害风险管理(DRM)具有复杂的时间性,在进行有助于选择新 战略的评估时必须考虑到这一点。考虑到变化的非线性,纳入长期视角可以改变评估结果和建议,但人们对灾害风险管理评估中如何选择时间跨度知之甚少。本探索性研究调查了影响 DRM 评估中考虑时间跨度的决定因素。2022 年春,对来自世界不同地区的专业评估人员进行了 12 次半结构式访谈。他们的经验表明, DRM 评估中对长期的解释取决于具体情况。决定时间范围是扩大还是缩小的因素涉及四个方面:参与评价的行动者、评价的目的、可用于进行评价的资源以及具体的 DRM 环境。得出的结论是,灾害风险管理评估似乎与其他公共政策评估十分相似,但灾害风险管理 的背景起着重要作用,它决定了评估的时间安排,而评估的时间安排本身又影响到应该和 (或)考虑的时间范围。
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引用次数: 0
Assessment of comprehensive school safety in Vietnam: From policy to practice 越南学校安全综合评估:从政策到实践
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-22 DOI: 10.1016/j.pdisas.2024.100364
Thi My Thi Tong , Aiko Sakurai , Rajib Shaw , Ngoc Huy Nguyen , The Hung Nguyen , Kim Thoa Do , Thi Kinh Kieu

Since the first School Safety Program launched by the Ministry of Education and Training in 2007, Vietnam has promoted various multi-sectoral activities to advance school safety nationwide. This study aims to identify the opportunities to advance school disaster safety by assessing policies and practices in Vietnam. A framework adapted from the ASEAN Comprehensive School Safety Framework and School Disaster Resilience Assessment is utilized to evaluate policy coverage and implementation level of school safety in Vietnam. The study systematically reviewed legal documents at national level, followed by questionnaire surveys conducted for primary schools in Da Nang City, which was selected as a pilot evaluation site owing to its vulnerability to natural disasters and extensive records of school safety practices. Results show that the most critical elements of school safety have been reflected in existing policy documents and regulations. However, the gap between policies and implementation remains due to the inadequacy of school safety viewpoint, designated roles and responsibilities, resources, and guidelines for supporting the school safety practices at the local level. The findings emphasize the importance of a national school safety framework that enables institutional and resource arrangements for better practices at the local level.

自 2007 年教育与培训部启动首个学校安全计划以来,越南已在全国范围内推广了各种多部门活动,以促进学校安全。本研究旨在通过评估越南的政策和实践,确定推进学校灾害安全的机遇。本研究采用了一个改编自东盟学校安全综合框架和学校抗灾能力评估的框架,以评估越南学校安全的政策覆盖范围和实施水平。这项研究系统地审查了国家层面的法律文件,随后对岘港市的小学进行了问卷调查。岘港市被选为试点评估地点,是因为该市易受自然灾害影响,而且有大量的学校安全实践记录。结果表明,学校安全的最关键要素已反映在现有的政策文件和法规中。然而,由于缺乏学校安全观点、指定的角色和责任、资源以及支持地方一级学校安全实践的指导方针,政策与实施之间仍然存在差距。研究结果强调了国家学校安全框架的重要性,该框架能够为地方一级更好的实践做出制度和资源安排。
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引用次数: 0
A conceptual framework for integrating volunteers in emergency response planning and optimization assisted by decision support systems 在决策支持系统协助下将志愿者纳入应急响应规划和优化的概念框架
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-20 DOI: 10.1016/j.pdisas.2024.100361
Maziar Yazdani, Milad Haghani

In disaster response, the overwhelming amount of time-sensitive information and response options, combined with the dynamic nature of disasters, makes decision-making challenging for emergency service providers. Furthermore, it is often not economically feasible for countries to maintain a large number of full-time emergency responders. As such, many countries rely heavily on volunteer emergency responders during major disasters. This means that the success of disaster response often hinges on the efficient use of this volunteer workforce. We propose a framework for a Decision Support System (DSS) designed to optimize the use of volunteers by emergency services. This framework includes the data management layer, integrating necessary inputs and information; the analytical layer, which serves as the system's processing core; the user interface layer; and the decision-making layer. We argue that, while significant academic focus has been on the analytical layer, practical implementation requires the integration of all four components. Additionally, we emphasize the need for coordination with a broad spectrum of stakeholders involved in data provision, decision-making, and resource deployment for operationalizing this DSS. We also explore and analyze existing methodologies for developing the analytical layers, the requirements of these models, and the current methodological gaps. The proposed framework establishes a clear roadmap for adopting emergency response approaches that are human-centric, but at the same time, effectively utilize advancements in modeling, optimization, machine learning, and data integration.

在救灾过程中,大量具有时间敏感性的信息和应对方案,再加上灾害的动态性质,使应急服务提供者的决策工作面临挑战。此外,对于国家来说,维持大量全职应急人员在经济上往往是不可行的。因此,许多国家在重大灾害期间严重依赖志愿应急人员。这意味着,救灾工作的成功与否往往取决于能否有效利用这支志愿者队伍。我们提出了一个决策支持系统(DSS)框架,旨在优化应急服务机构对志愿者的使用。该框架包括数据管理层(整合必要的输入和信息)、分析层(作为系统的处理核心)、用户界面层和决策层。我们认为,虽然学术界主要关注分析层,但实际实施需要整合所有四个组成部分。此外,我们还强调需要与参与数据提供、决策和资源部署的广泛利益相关者进行协调,以便将这一 DSS 付诸实施。我们还探讨并分析了开发分析层的现有方法、这些模型的要求以及当前方法上的差距。建议的框架为采用以人为本的应急响应方法确立了清晰的路线图,同时还有效地利用了建模、优化、机器学习和数据集成方面的先进技术。
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引用次数: 0
Do floods widen the economic disparity gap? 洪水会扩大经济差距吗?
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-13 DOI: 10.1016/j.pdisas.2024.100362
Leon Vin , Akiyuki Kawasaki

Floods exacerbate economic inequality, disproportionately affecting the poor in flood-prone areas while the rich in non-flood-prone regions continue to prosper. While this trend was illustrated conceptually and qualitatively, this study offers the first quantitative evidence that floods widen the economic disparity gap between the rich and poor in flooded and non-flooded areas. Using Household Interview Survey (HIS) data, we analyze the floods of Thailand's Chao Phraya River in 2011 and 2021 to measure the economic impact on households. The economic gap between the non-flooded rich and flooded poor widened from 38,539 Baht in 2011 to 104,897 Baht in 2021, a 2.7-fold increase. Surprisingly, the poor in our study differed from the hypothesis in that there was still improving economic growth, albeit small. Floods decrease the poor's ability to accumulate wealth – 9.2%, as opposed to 60.7% for the rich – although their impact on widening disparity for households of the same economic stratum was far greater for the poor (widened 18×) than for the rich (widened 4.7×). Finally, we propose ‘net total cash’ as a better measure of economic change compared to ‘income’ or ‘expenditure’, minimizing external influences like the COVID-19 pandemic, which in 2021 caused income to plummet and expenditure to rise.

洪水加剧了经济不平等,对洪水多发地区的穷人造成了不成比例的影响,而非洪水多发地区的富人则继续富裕。虽然这一趋势已在概念上和定性上得到说明,但本研究首次提供了洪水扩大了洪涝地区和非洪涝地区贫富之间经济差距的定量证据。我们利用住户访谈调查 (HIS) 数据,分析了 2011 年和 2021 年泰国湄南河洪水对住户经济的影响。未被洪水淹没的富人与被洪水淹没的穷人之间的经济差距从 2011 年的 38,539 泰铢扩大到 2021 年的 104,897 泰铢,增长了 2.7 倍。令人惊讶的是,我们研究中的穷人与假设不同,他们的经济增长仍在改善,尽管幅度很小。洪水降低了穷人积累财富的能力--9.2%,而富人则为 60.7%--尽管洪水对同一经济阶层家庭差距扩大的影响,穷人(扩大了 18 倍)远大于富人(扩大了 4.7 倍)。最后,与 "收入 "或 "支出 "相比,我们建议将 "净现金总额 "作为衡量经济变化的更佳指标,以尽量减少 COVID-19 大流行等外部影响,因为 2021 年的 COVID-19 大流行导致收入骤降而支出增加。
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引用次数: 0
Investigating the public perception of green, hybrid and grey flood risk management measures in Europe 调查欧洲公众对绿色、混合和灰色洪水风险管理措施的看法
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-06 DOI: 10.1016/j.pdisas.2024.100360
Nejc Bezak , Pavel Raška , Jan Macháč , Jiří Louda , Vesna Zupanc , Lenka Slavíková

Climate change is expected to affect the frequency and magnitude of floods, which are among the costliest hazards in Europe. As natural hazards have a significant impact on infrastructure and people's lives and their habitats, novel measures to cope with climate change need to be considered. Different types of measures, such as green, grey and hybrid solutions, can be used to mitigate the impacts of natural hazards. Green measures (also referred to as nature-based solutions) are currently being promoted in the European Union, but several barriers to implementing these measures exist. The question arises as to what hinders the wider implementation of green measures and therefore results in a preference for conventional grey measures in some countries. This study examines the differences in the perceived effectiveness, feasibility and acceptance of different types of flood risk management measures in three European countries (Slovenia, Czechia, and the Netherlands). The results show statistically significant differences in the perceived effectiveness, feasibility and acceptance of the studied measures. With respect to individual measures, respondents in all three countries tend to view conventional grey measures (dams and cisterns) as more effective and acceptable than green and hybrid measures. However, grey measures are perceived as difficult to implement. The results reveal that the perceived effectiveness and acceptability of the measures are related. The major drivers affecting the differences in the perceptions of different measures are the countries of the respondents and the sociodemographic variables of income and age. In contrast to other studies, experiences with past floods and private insurance are not statistically significant. Our results thus indicate that, along with individual behaviour, aggregate social drivers should be considered when implementing flood risk management measures across the EU.

气候变化预计将影响洪水的频率和规模,而洪水是欧洲损失最大的灾害之一。由于自然灾害会对基础设施、人们的生活及其栖息地产生重大影响,因此需要考虑采取新的措施来应对气候变化。不同类型的措施,如绿色、灰色和混合解决方案,可用于减轻自然灾害的影响。欧盟目前正在推广绿色措施(也称为基于自然的解决方案),但在实施这些措施时存在一些障碍。问题在于,是什么阻碍了绿色措施的广泛实施,从而导致一些国家倾向于采用传统的灰色措施。本研究探讨了三个欧洲国家(斯洛文尼亚、捷克和荷兰)对不同类型洪水风险管理措施的有效性、可行性和接受度的认知差异。研究结果表明,所研究措施的有效性、可行性和接受度在统计学上存在显著差异。就单项措施而言,所有三个国家的受访者都倾向于认为传统的灰色措施(水坝和蓄水池)比绿色措施和混合措施更有效、更容易接受。然而,灰色措施被认为难以实施。结果表明,这些措施的有效性和可接受性是相关的。影响对不同措施认知差异的主要因素是受访者的国家以及收入和年龄等社会人口变量。与其他研究不同的是,过去的洪灾经历和私人保险在统计上并不重要。因此,我们的研究结果表明,在欧盟范围内实施洪水风险管理措施时,除个人行为外,还应考虑总体社会驱动因素。
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引用次数: 0
Improving the shelter design process via a shelter assessment matrix 通过住房评估矩阵改进住房设计过程
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-26 DOI: 10.1016/j.pdisas.2024.100354
Noorullah Kuchai , Dima Albadra , Steve Lo , Sara Saied , Natalia Paszkiewicz , Paul Shepherd , Sukumar Natarajan , John Orr , Jason Hart , Kemi Adeyeye , David Coley

Millions are living in shelters around the world, often for decades. Architects are rarely trained in shelter design and as a result speculative designs are frequently impractical or insensitive to occupants. In addition, aid agency staff can lack engineering or architectural knowledge, so need support during shelter procurement. Evidence gathered by the authors in seven countries over three years revealed poor conditions within many shelters, including condensation, excessive temperatures, lack of privacy and poor air quality, all of which contribute to increased morbidity and mortality. To address this, the paper proposes a design assessment platform, the Shelter Assessment Matrix (SAM), covering 34 issues. SAM also includes guidance documents that allow users to upskill themselves on a range of topics. The tool was tested in three ways: (i) 11 agency staff were asked to assess the same shelter. The mean score was 45.7/100, standard deviation (SD) 2.96. The narrow SD indicated that SAM provided consistent scoring. (ii) 187 previously deployed shelters were evaluated and scored between 27 and 78. This suggests that SAM generates a range of scores, and that shelters could be improved. This evaluation also provides the first contextualised performance analysis of shelters around the world, and a repository for others to judge their designs against. (iii) Use of the platform resulted in considerable measured uplifts in building science and cultural knowledge. SAM has been made freely available online and has been used by agencies to materially improve the design of shelters for thousands of individuals in four countries.

全世界有数百万人生活在避难所中,而且往往一住就是几十年。建筑师很少接受过避难所设计方面的培训,因此投机性的设计往往不切实际或对居住者不敏感。此外,援助机构的工作人员可能缺乏工程或建筑方面的知识,因此在采购避难所时需要得到支持。作者历时三年在七个国家收集的证据显示,许多避难所的条件很差,包括冷凝、温度过高、缺乏隐私和空气质量差,所有这些都会导致发病率和死亡率上升。为解决这一问题,本文提出了一个设计评估平台--"避难所评估矩阵"(SAM),涵盖 34 个问题。SAM 还包括指导文件,使用户能够就一系列主题进行自我提升。该工具通过三种方式进行了测试:(i) 要求 11 名机构工作人员对同一住房进行评估。平均得分为 45.7/100,标准差(SD)为 2.96。较小的标准差表明 SAM 提供了一致的评分。(ii) 对以前部署的 187 个避难所进行了评估,得分在 27 分至 78 分之间。这表明 SAM 能产生不同的分数,而且避难所还可以改进。该评估还首次对世界各地的避难所进行了性能分析,并为其他国家提供了一个可用于评判其设计的资料库。(iii) 该平台的使用大大提高了建筑科学和文化知识。SAM 已在网上免费提供,各机构已利用它为四个国家的数千人实质性地改进了避难所的设计。
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引用次数: 0
Reducing the negative impact of wildfire disasters through multi-scenario risk analysis of land investment 通过对土地投资进行多情景风险分析,减少野火灾害的负面影响
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-26 DOI: 10.1016/j.pdisas.2024.100359
Michaela Korená Hillayová , Ján Holécy , Ľubomír Korený , Jaroslav Škvarenina

Natural meteorological and climatological hazards and vulnerable vegetation are frequent triggers of natural disasters, such as wildfires. These cause loss of life and significant economic damage, likely to increase due to climate and socio-economic changes. The increase in wildfires in recent decades has affected the decision-making of technocrats and policy experts and created the need for more sophisticated risk management. This paper develops a theoretical framework for reducing the economic impact of wildfire risk on forests. Also provides insight into land use decisions regarding losses that this increased risk of forest land management can cause. The impact of wildfire risk on economic land value is evaluated by comparing three scenarios, i.e. the deterministic risk-adjusted land expectation value with its risk-free counterparts calculated assuming the stationary risk and predicted increasing risk as time goes by. Also, for this purpose, we evaluate the economically optimal length rotation period pine stands and the risk premium. Fire risk is described as the probability of pine stands destruction due to their age and meteorological conditions in the experimental area Záhorská lowland (western Slovakia). Our findings highlight the importance of alerting forest policymakers to carefully incorporate assessment of the increasing risk of random natural disasters due to climate change into sustainable forest management. The study's results will also help current or future forest owners estimate and evaluate the economic/investing risk when buying or selling forest land.

自然气象和气候灾害以及脆弱的植被经常引发自然灾害,如野火。这些灾害造成了生命损失和重大经济损失,并可能因气候和社会经济变化而加剧。近几十年来,野火的增加影响了技术专家和政策专家的决策,并产生了对更复杂的风险管理的需求。本文为减少野火风险对森林的经济影响制定了一个理论框架。同时还深入分析了林地管理风险增加可能造成损失的土地使用决策。野火风险对土地经济价值的影响是通过比较三种情况来评估的,即确定性风险调整后的土地期望值与假定风险静止和预测风险随时间增加而增加的无风险对应值。此外,我们还评估了经济上最优的松林轮伐期长度和风险溢价。火灾风险是指在实验区扎霍什卡低地(斯洛伐克西部),松林因树龄和气象条件而遭到破坏的概率。我们的研究结果凸显了提醒森林决策者将气候变化导致随机自然灾害风险增加的评估谨慎纳入可持续森林管理的重要性。研究结果还将有助于当前或未来的森林所有者在买卖林地时估计和评估经济/投资风险。
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引用次数: 0
Compound risk of wildfire and inaccessible shelters is disproportionately impacting disadvantaged communities 野火和无法进入避难所的复合风险对弱势社区的影响尤为严重
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-26 DOI: 10.1016/j.pdisas.2024.100358
Alireza Ermagun, Fatemeh Janatabadi

This study proposes measuring access to shelters and wildfire risks in tandem rather than in isolation to prevent wildfires from turning into human disasters. By leveraging a human-centered design approach in California, which has an active wildfire history and experience with some of the deadliest wildfires, three key findings are discerned. First, California experiences undesirable resource allocation where regions with a high risk of wildfire are surrounded by regions with a low level of access to emergency shelters, and regions with a low risk of wildfire are surrounded by regions with a high level of access to emergency shelters. Second, neither access to shelters nor wildfire risk is evenly distributed across space. This uneven distribution, however, discriminates against exurban areas. As one moves away from core cities, higher wildfire risk and comparatively limited access to emergency shelters are noticed, underscoring the heightened susceptibility of exurban areas to wildfires. Third, in contrast with existing research solely focusing on wildfire risk, it is revealed that the elderly, people with disabilities, and Hispanics are at a higher risk of experiencing high wildfire risk and low access to shelters. The findings suggest instilling equity into wildfire preparedness strategies while minimizing the gap in access to resources between disadvantaged and advantaged communities, given the trichotomy of exposure to the hazard (risk of wildfire), proximity to aid (access to shelters), and vulnerability to threat (community characteristics).

本研究建议同时而非孤立地衡量避难所的可及性和野火风险,以防止野火演变成人类灾难。加利福尼亚有野火活跃的历史,也经历过一些最致命的野火,通过在加利福尼亚采用以人为本的设计方法,我们发现了三个重要发现。首先,加州经历了不理想的资源分配,即野火风险高的地区被应急避难所使用率低的地区所包围,而野火风险低的地区被应急避难所使用率高的地区所包围。其次,避难所和野火风险在空间上的分布都不均匀。然而,这种不均匀的分布对郊区造成了歧视。当人们远离核心城市时,会发现野火风险更高,而获得应急避难所的机会相对有限,这突出表明了郊区更容易受到野火的影响。第三,与仅关注野火风险的现有研究不同,研究显示,老年人、残疾人和西班牙裔人遭遇高野火风险和低避难所可及性的风险更高。研究结果表明,鉴于暴露于危险(野火风险)、接近援助(获得避难所的机会)和易受威胁(社区特征)的三重性,在野火防备战略中灌输公平理念,同时最大限度地缩小弱势社区和优势社区在获得资源方面的差距。
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引用次数: 0
Evaluating climate models to analyze drought conditions in the western region of Bangladesh 评估气候模型以分析孟加拉国西部地区的干旱状况
IF 2.6 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-22 DOI: 10.1016/j.pdisas.2024.100356
Md. Rayhan , Rounak Afroz

Being susceptible to natural disasters, Bangladesh is one of the most disaster-prone countries. Among the various natural calamities, droughts are a frequent occurrence in the western region of the country. Hence, this study first compared the efficacy of five bias-corrected Regional Climate Models (RCMs) - MIROC, NOAA, MPI, IPSL, and CCCma - for the Western region of Bangladesh with observed monthly precipitation and subsequent SPI values. Various evaluation methods- RMSE, Taylor Diagram, Mann–Whitney U Test, and t-test, were applied to precipitation and SPI3 values for the historical base period. Through these analyses, the MIROC model exhibited the highest level of accuracy. Accordingly, future projections for short-term droughts (SPI-3) and their characteristics were conducted using the ensemble of top three climate model under the RCM 8.5 W/m2 scenario. Short-term droughts are anticipated to become less frequent and severe in the 2060s and 2080s compared to the 2020s. Nonetheless, North-West region is projected to be more drought-prone than South-West until 2100. This research shows the importance of evaluating the better-fitting RCMs for assessing historical droughts and making reliable projections for the future. The methodology and findings can be employed in evidence-based decision-making and applied in other drought-prone areas to understand future drought risks.

孟加拉国是最容易遭受自然灾害的国家之一。在各种自然灾害中,干旱是该国西部地区经常发生的灾害。因此,本研究首先比较了 MIROC、NOAA、MPI、IPSL 和 CCCma 这五种经过偏差校正的区域气候模式(RCM)在孟加拉国西部地区的功效,以及观测到的月降水量和随后的 SPI 值。对历史基期的降水量和 SPI3 值采用了各种评估方法--均方根误差、泰勒图、曼-惠特尼 U 检验和 t 检验。通过这些分析,MIROC 模型显示出最高的准确性。因此,在 RCM 8.5 W/m2 情景下,利用三大气候模式的集合对未来短期干旱(SPI-3)及其特征进行了预测。与 2020 年代相比,预计 2060 年代和 2080 年代短期干旱的发生频率和严重程度都将降低。尽管如此,西北地区预计在 2100 年前比西南地区更容易遭受干旱。这项研究表明,评估拟合度更高的 RCM 对于评估历史干旱和对未来做出可靠预测非常重要。该方法和研究结果可用于循证决策,并应用于其他干旱多发地区,以了解未来的干旱风险。
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Progress in Disaster Science
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