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CLIM-SEG: A generalizable segmentation model for heat and flood risk mapping CLIM-SEG:用于绘制热量和洪水风险图的可通用细分模型
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.2024.100654
Anushka Ray , Katherine Xu , Norhan Bayomi, John E. Fernandez
With the escalating impact of climate change coupled with increased urbanization, many cities will experience extreme heat events and intense flooding. Current modeling approaches often fail to incorporate high-resolution, frequently updated data sources, such as aerial imagery from web mapping platforms, limiting their effectiveness in identifying areas at risk. To address this gap, the paper presents CLIM-SEG, a novel framework for high-resolution urban heat and flood risk assessment, addressing critical gaps in current climate risk modeling. This framework integrates semantic segmentation of aerial imagery with a weighted sum approach that integrates environmental, socioeconomic, and building data to provide comprehensive risk evaluations at the census tract level. CLIM-SEG synthesize land cover data with hazard and vulnerability factors, producing risk scores ranging from 0 to 1. This low-cost and efficient framework can enable urban planners to prioritize resources for flood mitigation and heat adaptation, addressing the limitations of current approaches and contributing to the field of urban planning and climate change adaptation. The propoosed methodology incorporates a custom-curated dataset of 545 aerial images, including 145 manually annotated segmentation maps, to fine-tune advanced semantic segmentation models. The optimized Segmenter model achieves a pixel accuracy of 97.85% and an Intersection over Union (IoU) of 0.9578 for key urban features, significantly outperforming baseline models. Boston is selected to represent an ideal representation for both heat and flood risk, as the city experiences severe urban heat islands, and is susceptible to coastal and riverine flooding, with over 11,000 structures expected to be affected by 2070 due to sea level rise and increased precipitation. Results from flood and heat risk models indicate that census tracts in South End have the highest flood risk, with a weighted score value of 0.825, while census tracts in the Fenway-Kenmore neighborhood show the highest heat risk, with a score of 0.991. Both of these results have also been verified with other heat and flood risk mapping sources for Boston. The proposed framework of CLIM-SEG not only addresses the challenges faced by Boston but also has the potential to be scaled to other urban areas dealing with the impacts of climate change, providing a valuable tool for risk assessment and decision-making in the face of a changing climate.
随着气候变化影响的不断升级以及城市化进程的加快,许多城市都将遭遇极端高温事件和严重洪涝灾害。目前的建模方法往往不能结合高分辨率、经常更新的数据源,如网络地图平台的航空图像,从而限制了其识别风险区域的有效性。为弥补这一不足,本文介绍了用于高分辨率城市高温和洪水风险评估的新型框架 CLIM-SEG,以弥补当前气候风险建模中的关键不足。该框架将航空图像的语义分割与加权和方法相结合,综合环境、社会经济和建筑数据,在普查区层面提供全面的风险评估。CLIM-SEG 将土地覆被数据与灾害和脆弱性因素综合在一起,得出 0 到 1 的风险分数。这种低成本、高效率的框架可以帮助城市规划者优先考虑用于洪水缓解和热适应的资源,解决当前方法的局限性,为城市规划和气候变化适应领域做出贡献。建议的方法结合了一个由 545 幅航空图像组成的定制数据集,其中包括 145 幅人工注释的分割图,以微调先进的语义分割模型。优化后的 Segmenter 模型的像素准确率达到 97.85%,关键城市特征的 "联合交集"(IoU)达到 0.9578,明显优于基线模型。波士顿被选为热量和洪水风险的理想代表,因为该市存在严重的城市热岛,并且容易受到沿海和沿河洪水的影响,由于海平面上升和降水量增加,预计到 2070 年将有超过 11,000 座建筑受到影响。洪水和高温风险模型的结果表明,南端人口普查区的洪水风险最高,加权分值为 0.825,而芬威-肯莫尔社区的人口普查区的高温风险最高,分值为 0.991。这两项结果也与波士顿的其他热量和洪水风险地图来源进行了验证。所提出的 CLIM-SEG 框架不仅能解决波士顿面临的挑战,而且有可能推广到其他应对气候变化影响的城市地区,为面对不断变化的气候进行风险评估和决策提供宝贵的工具。
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引用次数: 0
Climate change worry in the times of the COVID-19 pandemic. Evidence from two large-scale European surveys COVID-19 大流行时期的气候变化担忧。来自欧洲两次大规模调查的证据
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.2024.100599
Ádám Stefkovics , Csilla Ágoston , Emőke Bukovenszki , Andrea Dúll , Olivér Hortay , Attila Varga

Climate change beliefs drive individual actions tackling climate change and influence the support of climate change policies. In the last two years, however, humanity has faced a parallel global crisis: the COVID-19 pandemic. The widely communicated finite pool of worry theory suggests that consideration of a crisis usually decreases when another crisis is emerging. Nevertheless, according to recent evidence, climate change concerns or awareness have increased during the pandemic. In this study, we aimed at describing recent changes in climate change concerns and examining the effect of COVID-fear on climate change worry in 28 European countries drawing on data from nationally representative surveys. We observed a strong increase in climate change concerns between 2016 and 2021, and a slight additional increase between during the pandemic (between 2020 and 2021) in the 28 countries examined, especially in those countries, where the level of concern was originally lower. The results of the multilevel models showed that COVID-19 fear reinforces climate change concerns which contradicts the finite pool of worry theory. These findings may come as good news given that increasing climate change concerns may raise individuals' support of climate policies, however, carefully designed awareness-raising campaigns are needed.

气候变化信念推动着个人应对气候变化的行动,并影响着对气候变化政策的支持。然而,在过去的两年里,人类同时面临着一场全球性危机:COVID-19 大流行病。广为流传的有限担忧理论认为,当另一场危机出现时,人们对危机的考虑通常会减少。然而,根据最近的证据,在大流行病期间,人们对气候变化的担忧或认识有所提高。在这项研究中,我们利用具有全国代表性的调查数据,对 28 个欧洲国家气候变化担忧的近期变化进行了描述,并研究了 COVID-fear 对气候变化担忧的影响。我们观察到,在所研究的 28 个国家中,气候变化担忧在 2016 年至 2021 年间大幅增加,在大流行期间(2020 年至 2021 年)又略有增加,尤其是在那些担忧程度原本较低的国家。多层次模型的结果表明,COVID-19 恐惧强化了对气候变化的担忧,这与有限担忧库理论相矛盾。这些发现可能是一个好消息,因为气候变化担忧的增加可能会提高个人对气候政策的支持,但是,还需要精心设计提高认识的活动。
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引用次数: 0
Delayed, abrupt and unjust: An institutionalist perspective on limits to climate change adaptation 延迟、突然和不公正:从制度主义角度看气候变化适应的局限性
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.2024.100611
Frans Berkhout , Kirstin Dow , Adelle Thomas

An actor-centred, risk-based framework for analysing limits to the capacity to adapt to climate change impacts, developed in the context of IPCC AR5 (Dow et al,. 2013b), was refined in the IPCC AR6 reports (Mechler et al., 2020; O’Neill et al., 2022; Thomas et al., 2021). In this paper, we centre the analysis on how institutional contexts shape and influence adaptation limits as experienced by social actors. We emphasise institutions’ stability over time leading to delayed adaptation, their role in protecting more powerful rather than weaker social interests, and their tendency to generate punctuated rather than smooth changes in vulnerability to climate risks. We illustrate these arguments with two case studies of socio-ecological institutional regimes facing adaptation limits: water resources management in the Colorado River Basin; and disaster risk management in The Bahamas. These represent divergent risk governance contexts generating limits to adaptation for multiple social actors, despite the availability of plausible adaptation pathways. Our aim is to contribute to a generalisable approach to adaptation limits which can be applied in identifying and assessing critical choices in responses to growing climate change impacts.

在IPCC第五次评估报告(Dow等人,2013年b)的背景下开发了一个以行动者为中心、基于风险的框架,用于分析适应气候变化影响能力的限制,该框架在IPCC第六次评估报告(Mechler等人,2020年;O'Neill等人,2022年;Thomas等人,2021年)中得到了完善。在本文中,我们将重点分析制度背景如何塑造和影响社会行动者所经历的适应限制。我们强调制度的长期稳定性会导致适应的延迟,强调制度在保护更强大而非更弱小的社会利益方面所起的作用,并强调制度往往会导致对气候风险的脆弱性发生点状而非平滑的变化。我们通过两个面临适应限制的社会生态制度案例研究来说明这些论点:科罗拉多河流域的水资源管理和巴哈马的灾害风险管理。这两个案例代表了不同的风险治理背景,尽管存在合理的适应途径,但仍对多个社会参与者的适应产生了限制。我们的目标是为适应限制的通用方法做出贡献,该方法可用于确定和评估应对日益严重的气候变化影响的关键选择。
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引用次数: 0
Utilizing land-use indicators for local government adaptation: Tainan City as a case study 利用土地利用指标促进地方政府的适应:以台南市为例
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.2024.100643
Kuo-Ching Huang , Shih-Liang Chan , Chia-Fa Chi

Land-use planning plays a key role in mitigation of and adaptation to climate change. Many strategies for adaptation to climate change are associated with land-use planning, including the use of smart transportation to reduce emissions and coastal buffer zones to enable communities to adapt to rising sea levels. Local governments tend to integrate certain adaptation strategies into their land-use planning by engaging public and private city departments to address aspects such as health and safety. In recent years, many researchers and planners have established a link between climate change adaptation and sustainability development. They have also developed an effective sustainability indicator system for spatial planning. In this study, Tainan City was used as a case study to develop land-use adaptation indicators in response to climate events through the integration of climate change adaptation policies, spatial planning approaches, and local sustainability indicators to establish a structure for developing an indicator program. The main purpose of this indicator system was to monitor the long-term effects of climate and land-use changes in Tainan City and determine the effectiveness of certain adaptation policies through indicators. These land-use indicators are suitable for exploring the risks of and adaptive capacity in response to climate events. Taken together, the findings of this study underscore the importance of using land indicators in exploring the current and future effects of climate change, adaptive action, and land use.

土地利用规划在减缓和适应气候变化方面发挥着关键作用。许多适应气候变化的战略都与土地利用规划有关,包括利用智能交通减少排放,以及利用沿海缓冲区使社区能够适应海平面上升。地方政府往往会将某些适应战略纳入其土地利用规划,让公共和私营城市部门参与其中,以解决健康和安全等方面的问题。近年来,许多研究人员和规划人员在适应气候变化和可持续发展之间建立了联系。他们还为空间规划开发了有效的可持续发展指标体系。本研究以台南市为案例,通过整合气候变化适应政策、空间规划方法和地方可持续发展指标,制定应对气候事件的土地利用适应指标,以建立指标方案的开发结构。该指标体系的主要目的是监测气候和土地利用变化对台南市的长期影响,并通过指标确定某些适应政策的有效性。这些土地利用指标适用于探索应对气候事件的风险和适应能力。综合来看,本研究的结果强调了使用土地指标探索气候变化、适应行动和土地利用的当前和未来影响的重要性。
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引用次数: 0
Updating catastrophe models to today’s climate – An application of a large ensemble approach to extreme rainfall 根据当今气候更新灾害模型--对极端降雨采用大集合方法
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.2024.100594
Andreas Lang , Benjamin Poschlod

As climate change unfolds, extreme weather events and natural hazards relevant for the insurance industry may change in frequency and intensity. In order to guarantee risk-adequate pricing, risk modelers have to ask themselves the question whether a certain ‘hazard’ parameter based on past observations and calibrated on past data is still valid or needs to be updated. Using the example of heavy rainfall between 3 h and 72 h as a proxy for flash flooding, we apply a unique high-resolution single model initial-condition large ensemble. We outline a methodology by which risk modelers can assess whether, where and by how much updating the hazard component of their risk model is needed. Therefore, we compare two time periods: 1980–1999 (as an example for a typical baseline period) and 2015–2034 (representing a 20-year period centered around today). We argue that assessing changes over the full ensemble space is vital for (i) the identification of homogeneous regions where a certain signal emerges, and (ii) the quantification of risk changes in the tail of the extreme value distribution that may still be hidden in the mean response to climate change. In the example case of 3-hourly 50-year rainfall return levels, we find a significant increase between 1980 and 1999 and 2015–2034 over 44 % of European land area. We also identify specific risk regions such as northwestern Spain where changes in the very tail (100-year rainfall return level) already emerge before more common extremes (1-year rainfall return level). Failing to detect and consider these tail changes or assuming equal changes for common and rare extremes may therefore lead to an under- or overestimation of the true level of risk today.

随着气候变化的发展,与保险业相关的极端天气事件和自然灾害的频率和强度可能会发生变化。为了保证风险定价的适当性,风险建模人员必须扪心自问,基于过去观测数据校准的某个 "危害 "参数是否仍然有效,还是需要更新。以 3 小时至 72 小时的暴雨作为山洪暴发的代表为例,我们采用了独特的高分辨率单一模型初始条件大集合。我们概述了一种方法,通过这种方法,风险建模人员可以评估是否需要更新其风险模型中的灾害部分、更新的位置和更新的程度。因此,我们比较了两个时间段:1980-1999 年(以典型基线期为例)和 2015-2034 年(以今天为中心的 20 年)。我们认为,评估整个集合空间的变化对于(i)识别出现某种信号的同质区域,以及(ii)量化极端值分布尾部的风险变化至关重要,这些风险变化可能仍然隐藏在对气候变化的平均响应中。以 50 年一遇的 3 小时降雨量为例,我们发现在 1980-1999 年和 2015-2034 年期间,欧洲 44% 的陆地面积降雨量显著增加。我们还发现了一些特定的风险地区,如西班牙西北部,在这些地区,最尾端(100 年降雨重现水平)的变化已经先于更常见的极端变化(1 年降雨重现水平)出现。因此,如果没有发现和考虑这些尾部变化,或假设常见和罕见极端情况的变化相同,可能会导致低估或高估当前的真实风险水平。
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引用次数: 0
An editorial to the Special Issue on “Severe climate Risks”
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.2024.100661
A.K. Magnan, B.C. O’Neill, M. Garschagen
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引用次数: 0
How do childcare centers cope with heat? – Findings of a mixed-method approach from three German cities 托儿所如何应对高温?- 德国三个城市的混合方法研究结果
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.2024.100597
Antje Otto , Annegret H. Thieken

Heat poses a crucial threat to human health, and infants and young children are considered as especially vulnerable. Therefore, staff in childcare facilities are responsible for taking actions to minimize health effects caused by heat. So far, however, little is known about the impacts of heat and how heat is dealt with in childcare facilities. To gain insights on this, we used a mixed-method approach including five semi-structured interviews, a survey (n = 51) and three workshops (n = 21) with staff from childcare centers and their overarching facilitating organizations in three mid-sized German cities. This study shows that the extent of heat exposure differs due to heterogeneous physical and structural pre-conditions, but heat-health impacts are still quite common among children as well as staff members. The staff report on various prevention and immediate adaptation measures that have already been or will be implemented indoors and outdoors in case of heat waves. Nevertheless, the study reveals that the warning and information situation needs improvement, and that heat issues need to be better institutionalized in the childcare sector in Germany in order to enhance heat adaptation.

高温对人类健康构成严重威胁,而婴幼儿尤其容易受到影响。因此,托儿所的工作人员有责任采取行动,尽量减少高温对健康造成的损害。然而,迄今为止,人们对高温的影响以及托儿所如何应对高温知之甚少。为了增加对这一问题的了解,我们采用了一种混合方法,包括五次半结构式访谈、一次调查(n = 51)和三次研讨会(n = 21),访谈对象为德国三个中等城市的托儿所及其主要促进机构的工作人员。这项研究表明,由于物理和结构前提条件的不同,高温暴露的程度也不尽相同,但高温对儿童和工作人员健康的影响仍然相当普遍。工作人员报告了在热浪来临时已经或将要在室内外实施的各种预防和即时适应措施。不过,研究表明,预警和信息情况需要改进,热问题需要在德国儿童保育部门更好地制度化,以加强对热的适应。
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引用次数: 0
Community Adaptation to Heat stress − Social Network Analysis 社区对热压力的适应--社会网络分析
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.2024.100606
Tandra Mondal , Jayashree Sen , Rupak Goswami , Pranab Kumar Nag

Rising climate disasters underscore the overlooked impact of heat stress on health and productivity in densely populated Southeast Asia, particularly vulnerable coastal areas like India's. This study in the Indian Sundarbans employs surveys and social network analysis to explore heat stress effects, community adaptation, and support networks. Recognizing community significance, it views resilience as a blend of agency, wisdom, and networks. The research unveils rural adaptive behaviours, co-occurring stress responses, and network use for health solutions. These insights aim to enhance health advisories and crisis responses, fostering resilience in communities facing escalating climate challenges. The research covered 747 households from nine village segments, examining heat stress adaptation and social support networks. Social Network Analysis revealed internal and external sources of support for heat stress-induced health issues. The study employed matrices and network analysis tools to represent co-occurrence patterns of adaptation strategies and support networks. Findings highlighted collective adaptive behaviour and the role of social connections in combating climatic stress. The study outlines dual interventions to mitigate heat stress impacts: enhancing endogenous community adaptability and optimizing social-institutional networks for external support. Occupational profiling, socio-economic context, and health access can identify vulnerable groups. Perceived impacts can serve as early health crisis indicators, though not always linked to adaptive actions. Diverse adaptive activities co-occur, reflecting collective behaviour, but less central actions require attention. Medical care usage for heat stress remains minimal. Social networks lack local health providers needing community-level provisions. A comprehensive mitigation plan for identified vulnerable communities aims to bridge knowledge gaps, promote equitable healthcare access, and strengthen adaptive capacity through informed interventions.

日益严重的气候灾害突出表明,在人口稠密的东南亚地区,尤其是像印度这样的脆弱沿海地区,热应激对健康和生产力的影响被忽视了。这项在印度孙德尔本斯进行的研究利用调查和社会网络分析来探讨热应力的影响、社区适应性和支持网络。该研究认识到社区的重要性,将复原力视为机构、智慧和网络的融合。研究揭示了农村的适应行为、共同出现的压力反应以及健康解决方案网络的使用。这些见解旨在加强健康咨询和危机应对,促进面临不断升级的气候挑战的社区的复原力。研究覆盖了九个村落的 747 个家庭,考察了热压力适应和社会支持网络。社会网络分析揭示了热应激引起的健康问题的内部和外部支持来源。研究采用矩阵和网络分析工具来表示适应策略和支持网络的共同出现模式。研究结果强调了集体适应行为和社会关系在应对气候压力方面的作用。研究概述了减轻热压力影响的双重干预措施:增强社区的内生适应能力和优化社会机构网络以获得外部支持。职业概况、社会经济背景和医疗途径可以确定弱势群体。感知到的影响可以作为早期健康危机指标,尽管并不总是与适应行动相关联。各种适应活动同时出现,反映了集体行为,但需要关注不那么重要的行动。针对热应激的医疗服务仍然很少。社会网络中缺少需要社区提供服务的当地医疗服务提供者。针对已确定的脆弱社区的综合缓解计划旨在弥补知识差距,促进公平的医疗保健服务,并通过知情干预加强适应能力。
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引用次数: 0
How do irrigation district managers deal with climate change risks? Considering experiences, tipping points, and risk normalization in northern Italy 灌区管理人员如何应对气候变化风险?考虑意大利北部的经验、临界点和风险正常化
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.2024.100598
Sandra Ricart , Claudio Gandolfi , Andrea Castelletti

Agriculture is one of the most sensitive and vulnerable activities to climate variations; climate change impacts crop yield, soil processes, water availability, and pest dynamic. Farmers are on the front lines of climate change-induced stressors, shifts, and shocks, having to provide solutions as planners, performers, and innovators working under challenging and uncertain risk conditions. Extensive research has been carried out to deepen farmers’ behavior on risks posed by climate change. However, less attention was paid to irrigation district managers, even though their essential role in guaranteeing hydraulic safety, ensuring water supply, even as on-site observers of farmers’ behavior. This paper seeks to uncover the attitudes and actions of irrigation districts managers towards climate change, and their ability to gather significant information on the climate experiences of farmers in the Lombardy region, Italy. Employing a mix of semi-structured interviews and questionnaires, the exploratory approach gathered insights from the managers of the 12 public irrigation districts tasked with governing irrigation development and water management in the region. The study reveals that managers are cognizant of the shifting climate caused by warmer temperatures and extreme weather events, implementing both hard (e.g. water infrastructure maintenance, water storage) and soft (climate and weather services) adaptation countermeasures. Through their own experiences, managers brought to light the driving factors behind farmers’ willingness to adopt water-saving techniques or adapt their crops, despite facing obstacles (e.g. financial investment, institutional support). In addition, the identification of tipping points related to water scarcity and security is coupled with managers and farmers’ trust in technological solutions to partially counteract risk normalization. In line with the findings, suggestions were put forth to enhance managers’ adaptive capacity.

农业是对气候变异最敏感和最脆弱的活动之一;气候变化影响作物产量、土壤过程、水供应和害虫动态。农民处于气候变化引起的压力、变化和冲击的第一线,必须作为规划者、执行者和创新者,在具有挑战性和不确定性的风险条件下提供解决方案。为深化农民对气候变化风险的认识,已经开展了大量研究。然而,对灌区管理人员的关注较少,尽管他们在保障水利安全、确保供水方面发挥着重要作用,甚至是农民行为的现场观察者。本文试图揭示灌区管理人员对气候变化的态度和行动,以及他们收集意大利伦巴第大区农民气候经验重要信息的能力。研究采用了半结构式访谈和问卷调查相结合的探索性方法,从负责管理该地区灌溉发展和水资源管理的 12 个公共灌区的管理者那里收集信息。研究表明,管理人员认识到气温升高和极端天气事件导致的气候变化,并实施了硬性(如水利基础设施维护、蓄水)和软性(气候和气象服务)适应对策。通过自身的经验,管理人员揭示了农民在面临障碍(如资金投入、制度支持)的情况下仍愿意采用节水技术或调整作物的驱动因素。此外,在确定与水资源短缺和安全相关的临界点的同时,管理者和农民还相信技术解决方案能够部分抵消风险正常化。根据研究结果,提出了提高管理者适应能力的建议。
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引用次数: 0
From fast to slow risks: Shifting vulnerabilities of flood-related migration in Lodwar, Kenya 从快速风险到缓慢风险:肯尼亚洛德瓦勒与洪水有关的移民脆弱性的转变
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.2024.100584
Marina Korzenevica , Philemon Ong'ao Ng'asike , Mary Ngikadelio , Didymus Lokomwa , Peter Ewoton , Ellen Dyer

Migration triggered by climate variability or climate change is often a problematic yet nearly unavoidable adaptation measure, particularly due to the increasing severity of natural hazards. How relocation is negotiated, and risks are evaluated at different scales are still poorly understood. We discuss the temporality and complexity of risks, that are experienced and approached through socio-spatial differences of intersectional embodiment (Sultana, 2020). The study is based on two flood-related qualitative case studies in the small semi-arid and rapidly growing town of Lodwar in the poorest county of Kenya, Turkana. We propose the typology of fast and slow risks to understand the different strategies, negotiations, and priorities of different people involved. Due to political abstraction, three main slow risks were not addressed: concerning land, water, and income. Consequently, vulnerabilities deepened and shifted at different scales: along the axes of gender and able-bodiedness as women and particularly widows, ageing, sick, and single mothers were bearing the main hardship; but also, between communities as hazard risks were deliberately shifted onto a politically less affluent community. We argue that in the process of negotiations, people have been actively advocating for, trying to manage, and rethinking their slow risks. They have often been employing slow responses, particularly in the form of waiting and reimagining.

气候多变性或气候变化引发的迁移往往是一个问题,但几乎是不可避免的适应措施,特别是由于自然灾害日益严重。人们对如何协商搬迁以及如何评估不同规模的风险仍然知之甚少。我们讨论了风险的时间性和复杂性,这些风险是通过社会空间差异的交叉体现来体验和处理的(Sultana,2020 年)。本研究基于在肯尼亚最贫困的图尔卡纳县半干旱且快速发展的小城镇洛德瓦开展的两项与洪水有关的定性案例研究。我们提出了 "快速风险 "和 "缓慢风险 "两种类型,以了解不同相关人员的不同战略、谈判和优先事项。由于政治上的抽象性,三个主要的缓慢风险没有得到解决:土地、水和收入。因此,脆弱性在不同范围内加深和转移:沿着性别和健全轴,妇女,尤其是寡妇、老年人、病人和单身母亲承受着主要的困难;同时,在社区之间,危险风险被故意转移到政治上不太富裕的社区。我们认为,在谈判过程中,人们一直在积极倡导、努力管理和重新思考他们的缓慢风险。他们经常采取缓慢的应对措施,特别是以等待和重新想象的形式。
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Climate Risk Management
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