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Understanding the role of climate change in disaster mortality: Empirical evidence from Nepal 了解气候变化在灾害死亡率中的作用:尼泊尔的经验证据
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100669
Dipesh Chapagain , Luna Bharati , Reinhard Mechler , Samir K.C. , Georg Pflug , Christian Borgemeister
Climate-related disaster impacts, such as loss of human life as its most severe consequence, have been rising globally. Some studies attribute this increase to population growth, while others point to climate change as the primary cause. However, empirical evidence linking climate change to disaster impacts remains limited, particularly in the Global South. This study addresses the impact attribution question in Nepal, a low-income and highly disaster-prone country. We applied a robust regression-based method that accounts for the role of hazard, exposure and vulnerability in flood and landslide mortality, using subnational scale empirical data from 1992 to 2021.
Historically, flood and landslide mortality has been highest in central and eastern Nepal due to the stronger influence of the Indian monsoon. However, disaster impacts have surged in recent years in western Nepal, driven largely by an increase in extreme precipitation events. For example, a one standardized unit increase in maximum one-day precipitation increases flood mortality by 33%, and heavy rain days increases landslide mortality by 45%. In contrast, a one standardized unit increase in per capita income reduces landslide and flood mortality by 30% and 45%, respectively. While reductions in vulnerability have helped lower disaster mortality, population exposure has not played a significant role. Therefore, the rise in flood and landslide mortality, particularly in western Nepal, is primarily attributable to the increase in precipitation extremes linked to climate change. With climate change expected to further intensify such extremes, disaster mortality is likely to increase unless significant efforts are made to reduce vulnerability.
与气候相关的灾害影响,如最严重的后果--人员伤亡,在全球范围内不断上升。一些研究将这种增长归因于人口增长,而另一些研究则指出气候变化是主要原因。然而,将气候变化与灾害影响联系起来的经验证据仍然有限,尤其是在全球南部地区。本研究针对尼泊尔这个低收入和灾害高发国家的影响归因问题进行了探讨。我们采用了一种基于回归的稳健方法,利用 1992 年至 2021 年的次国家级实证数据,解释了洪水和滑坡死亡率中灾害、暴露和脆弱性的作用。然而,近年来尼泊尔西部的灾害影响急剧上升,这主要是受极端降水事件增加的影响。例如,单日最大降水量每增加一个标准化单位,洪水死亡率就会增加 33%,暴雨天数则会使滑坡死亡率增加 45%。相比之下,人均收入每增加一个标准化单位,滑坡和洪水死亡率就会分别降低 30% 和 45%。虽然脆弱性的降低有助于降低灾害死亡率,但人口暴露程度并没有发挥重要作用。因此,洪水和山体滑坡死亡率的上升,特别是在尼泊尔西部,主要归因于与气候变化相关的极端降水的增加。由于预计气候变化将进一步加剧这种极端情况,除非做出重大努力来降低脆弱性,否则灾害死亡率很可能会上升。
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引用次数: 0
Assessing leverage points for strengthening adaptive capacity in a Global South food system: A psychometric approach 评估加强全球南部粮食系统适应能力的杠杆点:心理测量法
IF 4.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100592
Linda M. Rosengren , Janne Kaseva , Mila Sell , Christopher M. Raymond

Despite the burgeoning literature on adaptive capacity, there is a lack of psychometric approaches for assessing the determinants of adaptive capacity, particularly in food systems in the Global South. The study addressed this knowledge gap by investigating four determinants, previously identified as leverage points, for strengthening adaptive capacity: access to finance, access to and use of information and knowledge, social learning, and gender equality. Drawing on a survey (n = 1,271) of food system actors in Kisumu County, Kenya, we conducted a confirmatory factor analysis, which yielded factors of moderate-high internal validity and reliability. We then used structural equation modelling to examine the causal effect of food system actors’ attitudes and beliefs towards the four leverage points with regards to their perceived adaptive capacity. Two factors, access to finance and social learning, were significant positive predictors of adaptive capacity. A third leverage point factor, gender equality, contributed to the respondents’ perceived adaptive capacity through the mediating factor of assets. The results reveal entry points for strategic adaptation planning and raise complexities related to gender norms and values. We discuss the implications of these findings for adaptive capacity and transformative adaptation theory in food systems in the Global South.

尽管有关适应能力的文献不断涌现,但仍缺乏评估适应能力决定因素的心理测量方法,尤其是在全球南部的粮食系统中。本研究针对这一知识空白,调查了以前被确定为加强适应能力杠杆点的四个决定因素:获得资金、获取和使用信息与知识、社会学习和性别平等。通过对肯尼亚基苏木县粮食系统参与者的调查(n = 1,271),我们进行了确认性因素分析,得出了具有中等偏上内部有效性和可靠性的因素。然后,我们使用结构方程模型研究了粮食系统参与者对四个杠杆点的态度和信念对其感知适应能力的因果效应。获得资金和社会学习这两个因素对适应能力有显著的正向预测作用。第三个杠杆点因素,即性别平等,通过资产这一中介因素促进了受访者对适应能力的认知。研究结果揭示了战略适应规划的切入点,并提出了与性别规范和价值观相关的复杂问题。我们将讨论这些发现对全球南部粮食系统的适应能力和变革性适应理论的影响。
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引用次数: 0
Barriers to climate adaptation in Norwegian building projects – Insights from moisture safety designers’ perspective 挪威建筑项目适应气候的障碍--从防潮安全设计师的角度看问题
IF 4.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100590
Jørn Emil Gaarder , Runar Høien Clausen , Robert Næss , Tore Kvande

To reduce the escalating maintenance costs for the Norwegian building stock, adapting new building designs to future climate changes becomes necessary. Currently, climate adaptation of moisture safety design by considering future climate loads is not mandatory in the Norwegian building code. This forces building designers to choose between adhering to existing standards and guidelines or investing additional efforts in adapting the building design to future climate change, at higher initial costs and with uncertain long-term benefits. This study aims to analyze the perceptions of Norwegian building physicists of future climate risks and their capacity to influence adaptation efforts in new construction projects. A thematic analysis of 15 semi-structured interviews with Norwegian building physicists from multiple companies and different regions of Norway is presented. The respondents recognize the need to adapt building designs to account for future climate loads more effectively; however, they lack the requisite influence and tools to implement the same. They look to authorities to establish requirements, and research institutes to develop tools that enable them to effectively fulfil their roles. Significant barriers for climate adaptation in building projects include lack of support from other project stakeholders, unavailability of efficient tools based on qualitative risk assessment for addressing climate adaptation, and insufficient focus on climate adaptation in building codes and guidelines. Development of methods for implementing climate adaptation in moisture safety design must reflect this, and quick-to-use robusteness assessment frameworks that treats these uncertainties in a non-quantitative manner are needed.

为了降低挪威建筑不断攀升的维护成本,有必要使新的建筑设计适应未来的气候变化。目前,挪威的建筑规范并未强制要求在防潮安全设计中考虑未来的气候负荷。这就迫使建筑设计师在遵守现有标准和准则与投入更多精力使建筑设计适应未来气候变化之间做出选择,而后者的初始成本较高,长期效益也不确定。本研究旨在分析挪威建筑物理学家对未来气候风险的看法,以及他们影响新建筑项目适应气候变化的能力。本研究对来自挪威多个公司和不同地区的挪威建筑物理学家进行的15次半结构式访谈进行了专题分析。受访者认识到有必要对建筑设计进行调整,以便更有效地考虑未来的气候负荷;然而,他们缺乏必要的影响力和实施工具。他们期待政府部门制定相关要求,并期待研究机构开发相关工具,使他们能够有效地履行职责。建筑项目中气候适应的主要障碍包括:缺乏其他项目利益相关者的支持、没有基于定性风险评估的高效工具来解决气候适应问题,以及建筑规范和指南对气候适应的关注不够。制定在防潮安全设计中实施气候适应的方法必须反映出这一点,并且需要快速使用的稳健性评估框架,以非定量的方式处理这些不确定性。
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引用次数: 0
Weather risks, crop losses, and risk proneness: An examination of evolving risk preferences of rice farmers in Bangladesh 天气风险、作物损失和风险偏好:对孟加拉国稻农风险偏好演变的研究
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100645
W. Parker Wheatley , Taznoore Khanam , Valerien O. Pede , Takashi Yamano

Changing climate poses significant challenges for smallholder rice farmers. Weather-related deviations from longer-term patterns and crop losses due to abiotic hazards can affect farmer risk preferences and drive adaptive responses. In addition, farmers’ proneness to and past experiences with crop risks such as drought, submergence, and excess soil salinity can impact their baseline risk preferences and their response to changing risks. Using data for Bangladesh from two waves of the Rice Monitoring Survey, climate-related data (precipitation and temperature), farmer reports of crop losses, and measures of proneness to abiotic risks, this article estimates how weather deviations from longer-term trends, crop losses, and proneness to crop risks (submergence, drought, and soil salinity) affect elicited risk preferences over time. This research finds evidence in favor of the hypothesis that larger absolute seasonal deviations from past patterns of seasonal mean daily minimum temperature and seasonal total precipitation yield increased risk aversion. In addition, the research provides mixed evidence with respect to risk proneness and farmers’ change in risk preferences over time. Contrary to our original hypothesis, individuals with land more prone to soil salinity become more risk averse rather than less, but, consistent with our hypothesis, those with land more prone to crop submergence become more risk preferring over time. Because of differences in crop experiences and degrees of proneness to risk, risk preferences for farmers in different regions are predicted to evolve along different pathways. This article contributes to the literature on risk preference formation by considering the possibility that less significant deviations than shocks might also contribute to evolving risk preferences. In addition, the article emphasizes the regional heterogeneity of changing preferences. An ancillary finding of this work suggests that risk preferences are only weakly related over time, contrary to other findings in the literature on the stability of risk preferences. Of policy relevance, the differential experiences in weather variability at the regional and local levels yield important differences in changes in preferences and should give rise to careful, regional-level policies to support adaptation to changing weather.

不断变化的气候给小农水稻种植带来了重大挑战。与天气相关的长期模式偏差以及非生物危害造成的作物损失会影响农民的风险偏好,并促使他们做出适应性反应。此外,农民对干旱、淹没和土壤盐碱度超标等作物风险的敏感程度和过去的经历也会影响他们的基准风险偏好和对不断变化的风险的反应。本文利用孟加拉国两波水稻监测调查的数据、与气候相关的数据(降水和温度)、农民对作物损失的报告以及对非生物风险的敏感性测量,估计了天气偏离长期趋势、作物损失以及对作物风险(淹没、干旱和土壤盐碱化)的敏感性如何随着时间的推移影响所激发的风险偏好。该研究发现了支持以下假设的证据:与过去的季节性日平均最低气温和季节性总降水量模式相比,较大的季节性绝对偏差会增加风险规避。此外,研究还提供了有关风险偏好和农民风险偏好随时间变化的混合证据。与我们最初的假设相反,拥有易受土壤盐碱化影响的土地的个体会变得更厌恶风险,而不是更厌恶风险;但与我们的假设一致的是,拥有易受作物淹没影响的土地的个体随着时间的推移会变得更偏好风险。由于作物种植经验和对风险的敏感程度不同,预计不同地区农民的风险偏好会沿着不同的路径演变。本文认为,比冲击更不显著的偏差也可能导致风险偏好的演变,从而为有关风险偏好形成的文献做出了贡献。此外,文章还强调了偏好变化的区域异质性。这项工作的一个辅助发现表明,风险偏好随着时间的推移只有微弱的相关性,这与关于风险偏好稳定性的文献中的其他发现相反。与政策相关的是,区域和地方层面在天气变异性方面的不同经历导致了偏好变化的重大差异,并应催生审慎的区域层面政策,以支持适应不断变化的天气。
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引用次数: 0
Behind the floodwaters: Violence against women, and disaster management capacities in flood-affected areas of Pakistan 洪水背后:巴基斯坦洪灾地区针对妇女的暴力和灾害管理能力
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100653
Wahid Ullah , Dong Haijun , Ashfaq Ahmad Shah , Bader Alhafi Alotaibi , Abdur Rauf

This study investigates the experiences of violence women faced during and after climate-induced migration in Pakistan, focusing on the context of floods. Through in-depth interviews, the study explores the specific forms of violence experienced by women, the underlying factors contributing to their vulnerability, their coping strategies employed in flood-affected areas, and the disaster management abilities of women in Pakistan. The findings of the study indicate that the economic hardships and poverty, displacement and gender disparities, overcrowded living conditions in relief camps, breakdown of law and order during disasters, and limited access to healthcare services stand out as noticeable reasons for gender-based violence. Key informants reported an increase in domestic violence incidence. However, women’s role as caretakers, their ability to livelihood diversification, and their knowledge of local conditions were among the dominant coping measures in the study area. Therefore, the study suggests implementing gender-sensitive disaster management strategies that prioritize women’s safety, access to resources, strengthening legal protections against gender-based violence, and promoting women’s leadership in disaster preparedness and response efforts.

本研究以洪水为背景,调查了巴基斯坦妇女在气候引起的迁移期间和之后所遭受的暴力。通过深入访谈,本研究探讨了妇女遭受暴力的具体形式、导致其脆弱性的根本因素、她们在洪水灾区采取的应对策略以及巴基斯坦妇女的灾害管理能力。研究结果表明,经济困难和贫困、流离失所和性别差异、救灾营地过度拥挤的生活条件、灾害期间法律和秩序的崩溃以及获得医疗保健服务的机会有限,都是导致性别暴力的显著原因。主要信息提供者报告说,家庭暴力事件有所增加。然而,在研究地区,妇女作为照顾者的角色、她们谋生多样化的能力以及她们对当地情况的了解是主要的应对措施。因此,研究建议实施对性别问题有敏感认识的灾害管理战略,优先考虑妇女的安全和资源的获取,加强对性别暴力的法律保护,促进妇女在备灾和救灾工作中的领导作用。
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引用次数: 0
Climate-resilient strategy planning using the SWOT methodology: A case study of the Japanese wind energy sector 利用 SWOT 方法进行抵御气候变化的战略规划:日本风能行业案例研究
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100665
Lisa Bachmann , Ricarda Lex , Florian Regli , Saira Vögeli , Evelyn Mühlhofer , Jamie W. McCaughey , Susanne Hanger-Kopp , David N. Bresch , Chahan M. Kropf
As climate change leads to more frequent and intense extreme weather events, industry stakeholders and policymakers must assess their business strategies, practices, and entire sector policies under these uncertain conditions. Much recent research has integrated quantitative climate risk modeling into frameworks to engage policymakers and inform adaptation decisions in a general way, but relatively little attention has been devoted to extending this to strategic business and investment decisions. This falls short of identifying economic opportunities and threats in a wider socio-economic context, such as the development of new technologies or evolving political and regulatory environments. Here, a methodology is developed to integrate quantitative climate risk modeling with SWOT analysis (strengths, weaknesses, opportunities, and threats) which is commonly used in business and investment strategic planning. This moves the focus from avoidance of negative outcomes to prospective planning in an evolving environment. This methodology is illustrated with a case study of the Japanese wind energy sector, using open-access data and the open-source climate risk-assessment platform CLIMADA. This Climate risk assessment indicates threats from increasing damages to the wind energy infrastructure, as well as the profitability of typhoon-resistant wind turbines under present and future climate. Expert interviews and extensive literature research on opportunities and threats, however, also show that the transition towards renewable energies faces restrictive market dynamics, political and social hurdles, which set external conditions surpassing physically-informed dimensions. Beyond this illustrative case study, the methodology developed here bridges established concepts in climate risk modeling and strategic management and thus can be used to identify industry-centric ways forward for climate-resilient planning across a wide range of economic sectors.
随着气候变化导致极端天气事件更加频繁和剧烈,行业利益相关者和政策制定者必须在这些不确定的条件下评估他们的商业战略、实践和整个行业政策。最近的许多研究已将定量气候风险建模纳入框架,以便让政策制定者参与其中,并以一般方式为适应决策提供信息,但将其扩展到战略性商业和投资决策的关注相对较少。这就无法在更广泛的社会经济背景下识别经济机遇和威胁,例如新技术的发展或不断演变的政治和监管环境。在此,我们开发了一种方法,将定量气候风险建模与企业和投资战略规划中常用的 SWOT 分析(优势、劣势、机会和威胁)相结合。这将重点从避免负面结果转移到在不断变化的环境中进行前瞻性规划。通过对日本风能行业的案例研究,利用开放数据和开源气候风险评估平台 CLIMADA,对这一方法进行了说明。气候风险评估指出了风能基础设施所面临的日益严重的破坏威胁,以及在当前和未来气候条件下抗台风风力涡轮机的盈利能力。然而,专家访谈和有关机遇与威胁的大量文献研究也表明,向可再生能源的过渡面临着市场动态、政治和社会障碍等限制因素,这些因素所设定的外部条件超出了物理信息的范围。除了这一说明性案例研究之外,本文所开发的方法还连接了气候风险建模和战略管理中的既定概念,因此可用于确定以行业为中心的前进方向,从而在广泛的经济部门中进行气候适应性规划。
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引用次数: 0
The impact of livelihood capitals on farmers’ adoption of climate-smart agriculture practices: Evidence from rice production in the Jianghan Plain, China 生计资本对农民采用气候智能型农业实践的影响:中国江汉平原水稻生产的证据
IF 4.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2023.100583
Qingmeng Tong , Xinyuan Yuan , Lu Zhang , Junbiao Zhang , Wenjing Li

As the relationship between climate change and agricultural production increasingly gains attention, the FAO recommends the adoption of climate-smart agriculture practices (CSAPs) to ensure the stable development of agriculture amidst changing climatic conditions. However, the adoption rate of CSAPs remains low and the effects of livelihood capitals have received little attention. Based on the survey data for 916 farmers in the Jianghan Plain of China, this paper adopts a multivariate Probit model to examine the impact of farmers’ livelihood capitals which are measured by an entropy-TOPSIS approach on their adoption of CSAPs. Our results demonstrate that different livelihood capitals exert various influence on the adoption of CSAPs. Specifically, human, financial, physical, and social capital have positive relationships with pesticide-oriented CSAPs such as integrated pest management (IPM). Natural capital has a positive relationship with seed- and water- oriented CSAPs like tolerant rice varieties (TRV). Natural capital positively relates to soil-oriented CPSPs including rice straw mulching (RSM) while physical capital has a negative effect. Natural and physical capitals have positive relationships with fertilizer-oriented CSAPs like deep placement of fertilizer (DPF). Social and natural capitals have positive relationships with soil-oriented CSAPs such as no-tillage direct seeding (NTDS) while financial capital has a negative effect. Climate factors are also important in the adoption of CSAPs such as TRV and RSM. Finally, policy recommendations are suggested to enhance household livelihood capitals to promote the adoption of each type of CSAP.

随着气候变化与农业生产之间的关系日益受到关注,粮农组织建议采用气候智能型农业实践(CSAPs),以确保农业在不断变化的气候条件下稳定发展。然而,CSAP 的采用率仍然很低,对生计资本的影响也很少受到关注。本文以中国江汉平原 916 位农民的调查数据为基础,采用多元 Probit 模型研究了以熵-TOPSIS 方法衡量的农民生计资本对其采用 CSAPs 的影响。结果表明,不同的生计资本对采用 CSAPs 有不同的影响。具体而言,人力资本、金融资本、物质资本和社会资本与病虫害综合防治(IPM)等以杀虫剂为导向的 CSAP 具有正相关关系。自然资本与以种子和水为导向的 CSAP(如耐受性水稻品种 (TRV))呈正相关。自然资本与以土壤为导向的 CPSPs(包括稻草覆盖(RSM))呈正相关,而物质资本则呈负相关。自然资本和物质资本与肥料导向型 CPSP(如深施肥料 (DPF))呈正相关。社会资本和自然资本与免耕直播(NTDS)等以土壤为导向的 CSAP 具有正相关关系,而金融资本则具有负作用。气候因素对采用 TRV 和 RSM 等 CSAP 也很重要。最后,提出了一些政策建议,以提高家庭生计资本,促进采用各种类型的 CSAP。
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引用次数: 0
Editorial for climate risk management, special issue: Building resilience in communities confronted with contaminated land, disasters, and changing environmental conditions 气候风险管理》特刊编辑:建设面临受污染土地、灾害和不断变化的环境条件的社区的复原力
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100631
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引用次数: 0
Organisational perceptions of adapting to a changing climate 组织对适应不断变化的气候的看法
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100637
Denyse S. Dookie , Declan Conway , Suraje Dessai , Evan Oliner

Organisations, in the private, public and third sectors, are critical stakeholders and actors in the governance of climate change adaptation. Understanding organisational perceptions of preparedness, risk and response to climate change is important for effective climate adaptation-focused actions and policy design. Our study focuses on two research questions: what factors influence adaptation actions by organisations?, and what do organisations mean by the term ‘adaptation’? To address these, we developed and analysed a national survey of UK-based organisations’ perceptions of adapting to a changing climate, administered in spring 2021 (n = 2,429). Our findings confirm that awareness matters: respondents who reported that their organisation had high levels of concern about climate change risk or threat, and which had greater integration of adaptation within processes, are more likely to take adaptation action. In addition, we find a positive relationship between the occurrence and type of extreme event experienced and increased adaptation action by organisations. However, when asked about specific adaptation measures taken by organisations, examples of mitigation are more frequently mentioned compared to adaptation-type actions. Whether this may signal confusion or conflation of adaptation and mitigation by organisations requires further study. These findings offer critical insights into the perceptions of organisations as pivotal leaders of enacting responses to climate change. A renewed focus on organisational experiences, awareness, attitudes and capacity regarding adaptation can assist in better understanding how organisations can facilitate improved climate-resilient decision-making.

私营、公共和第三部门的组织是气候变化适应管理的重要利益相关者和参与者。了解组织对气候变化的准备、风险和应对的看法,对于有效开展以气候适应为重点的行动和政策设计非常重要。我们的研究侧重于两个研究问题:哪些因素会影响组织的适应行动? 组织对 "适应 "一词的理解是什么?为了解决这些问题,我们于 2021 年春季开展了一项全国性调查(n = 2,429),调查对象为英国组织对适应不断变化的气候的看法,并对调查结果进行了分析。我们的调查结果表明,意识很重要:那些表示其组织高度关注气候变化风险或威胁的受访者,以及在流程中更多考虑适应问题的受访者,更有可能采取适应行动。此外,我们还发现,极端事件的发生和类型与组织采取更多适应行动之间存在正相关关系。然而,当被问及组织所采取的具体适应措施时,与适应类行动相比,缓解类行动被提及的频率更高。这是否意味着组织混淆或混淆了适应与减缓,还需要进一步研究。这些发现为我们提供了重要的见解,使我们认识到组织是制定气候变化应对措施的关键领导者。重新关注组织在适应方面的经验、意识、态度和能力,有助于更好地理解组织如何促进改善气候适应性决策。
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引用次数: 0
Artificial intelligence in support of weather warnings and climate adaptation 支持天气预警和气候适应的人工智能
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-01-01 DOI: 10.1016/j.crm.2024.100673
Tina-Simone Neset , Katerina Vrotsou , Lotta Andersson , Carlo Navarra , Fredrik Schück , Magnus Mateo Edström , Caroline Rydholm , Clara Greve Villaro , Kostiantyn Kucher , Björn-Ola Linnér
In October 2021, the Swedish Meteorological and Hydrological Institute (SMHI) launched a novel national system for impact-based weather warnings, moving from the traditional format for meteorological, hydrological, and oceanographic warnings towards an assessment process that includes collaboration and consultation with regional stakeholders. For certain types of warnings, joint assessments of the potential impacts of weather events for a specific geographic area and time frame are made in collaboration with local and regional actors. As part of this new system, local and regional administrative efforts are made to create assessment-support documentation which are collated by practitioners at the municipal or organizational level, drawing on local knowledge, and subsequently compiled by the County Administrative Board. This process aims to support the collaborative decision-making processes ahead of the publication and in the evaluation of issued weather warnings.
This paper explores the potential of integrating long- and short-term perspectives in societal response to climate change impacts with focus on extreme weather events. We present a case of AI-based technology to support processes linked to the national system for impact-based weather warnings and its integration with local and regional climate adaptation processes. We explore opportunities to integrate an AI-based pipeline, employing AI-based image and text analysis of crowdsourced data, in the processes of the warning system, and analyse barriers and enablers identified by local, regional, and national stakeholders. We further discuss to what extent data and knowledge of historical extreme weather events can be integrated with local and regional climate adaptation efforts, and whether these efforts could bridge the divide between long-term adaptation strategies and short-term response measures related to extreme weather events. Thus, this study unfolds the existing and perceived barriers to this integration and discusses possible synergies and ways forward in risk management and climate adaptation practice.
2021年10月,瑞典气象和水文研究所(SMHI)启动了一个新的基于影响的国家天气警报系统,从传统的气象、水文和海洋学警报格式转向包括与区域利益攸关方合作和协商在内的评估过程。就某些类型的警告而言,天文台会与本地及区域机构合作,共同评估天气事件对特定地理区域及时间范围的潜在影响。作为这个新制度的一部分,地方和区域行政部门努力编制评价支助文件,这些文件由市或组织一级的从业人员根据当地知识加以整理,然后由县行政委员会编制。这个程序的目的是在天气警告发布和评估前支持协作决策过程。本文探讨了将长期和短期观点整合到社会应对气候变化影响的潜力,重点关注极端天气事件。我们提出了一个基于人工智能技术的案例,以支持与基于影响的天气预警的国家系统相关的过程,并将其与地方和区域气候适应过程相结合。我们探索整合基于人工智能的管道的机会,在预警系统的过程中使用基于人工智能的众包数据图像和文本分析,并分析由地方、区域和国家利益相关者确定的障碍和推动因素。我们进一步讨论了历史极端天气事件的数据和知识在多大程度上可以与地方和区域气候适应工作相结合,以及这些工作是否可以弥合与极端天气事件相关的长期适应战略和短期响应措施之间的鸿沟。因此,本研究揭示了这种整合的现有和感知障碍,并讨论了风险管理和气候适应实践中可能的协同作用和前进方向。
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Climate Risk Management
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