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Machine learning-based multi-objective optimization of smart irrigation of urban trees in Arizona 基于机器学习的亚利桑那州城市树木智能灌溉多目标优化
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-03-01 Epub Date: 2025-11-25 DOI: 10.1016/j.landurbplan.2025.105539
Shiqi Wei , Yihang Wang , Tianfang Xu , Vanessa R. Buzzard , Grant McCormick , Bo Yang , Tianlu Xia , Zhi-Hua Wang
Desert cities are simultaneously faced with the stress of excessive heat and water resource shortage. Urban greening and strategic irrigation are proven effective heat mitigation strategies through shading and evapotranspiration. For sustainable urban development, smart urban irrigation schemes are required to maintain an intricate balance of water conservation with cooling efficiency, a challenge particularly acute in arid regions. While urban land surface models are capable of simulating these trade-offs, their computational complexity and steep learning curve hinder practical application in urban planning. In this study, we develop a machine learning-based protocol driven by a physical urban land surface model to optimize irrigation of urban trees in arid cities with field measurements. An artificial neural network surrogate was trained and validated, yielding high fidelity to the physical model simulations of canopy temperature (R2 = 0.972) and soil moisture (R2 = 0.989). We then adopted a genetic algorithm to find Pareto solutions by optimizing both the cooling and water use efficiencies of urban irrigation. The results of multi-objective optimization show that low-height trees with expansive crowns maximize shading-dominant cooling while dramatically reducing irrigation demand. These results challenge the reliance on water-intensive cooling strategies (e.g. lawns) and provide a scalable pathway to urban resilience to extreme heat and water scarcity.
沙漠城市同时面临着高温和水资源短缺的压力。城市绿化和策略性灌溉通过遮阳和蒸散作用被证明是有效的热缓解策略。为了实现城市的可持续发展,需要智能城市灌溉计划来维持水资源保护和冷却效率之间的复杂平衡,这在干旱地区是一个特别严峻的挑战。虽然城市地表模型能够模拟这些权衡,但其计算复杂性和陡峭的学习曲线阻碍了城市规划的实际应用。在本研究中,我们开发了一种基于机器学习的协议,该协议由物理城市地表模型驱动,通过实地测量来优化干旱城市的城市树木灌溉。对人工神经网络进行了训练和验证,对林冠温度(R2 = 0.972)和土壤湿度(R2 = 0.989)的物理模型模拟结果具有较高的保真度。然后,我们采用遗传算法通过优化城市灌溉的冷却效率和用水效率来找到帕累托解。多目标优化结果表明,树冠膨大的矮乔木最大限度地利用遮荫降温,同时显著减少灌溉需求。这些结果挑战了对水密集型冷却策略(如草坪)的依赖,并为城市抵御极端高温和缺水提供了可扩展的途径。
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引用次数: 0
Integrating social media and survey data to map social landscape value in diverse municipal contexts 整合社会媒体和调查数据,绘制不同城市背景下的社会景观价值图
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-03-01 Epub Date: 2025-12-01 DOI: 10.1016/j.landurbplan.2025.105542
Piotr Krajewski, Justyna Weidgang, Joanna Lipsa, Monika Lebiedzińska
Understanding public preferences regarding landscapes is vital for effective spatial planning and landscape management. This study investigates the combined use of social media data (specifically Instagram images) and traditional surveys to identify socially valued landscapes in six diverse municipalities in Poland. A total of 48,386 Instagram images published in 2022 tagged with the names of selected localities in Lower Silesia were collected, of which 7,022 landscape-related, geolocated images were selected for content analysis. These data were complemented by a survey conducted among 126 residents. The results indicate a clear and consistent preference for forested and historic urban landscapes. Across the study area, 15,183 landscape elements were identified, with technical infrastructure being the most frequently occurring (3,271 instances, or 22%), followed by vegetation (19%), buildings (16%), and forest (11%). While Instagram users tended to highlight visual and aesthetic qualities, survey participants expressed a broader range of views, including concerns about environmental degradation and infrastructural shortcomings. This dual-method approach offers a more nuanced and comprehensive perspective on how different landscape types meet social, cultural, and recreational needs. By combining crowd-sourced visual data with residents’ qualitative insights, the study provides a robust evaluation of the most socially valued landscape types. The findings demonstrate the potential of integrating digital and conventional methods to support landscape policy development and participatory planning practices.
了解公众对景观的偏好对于有效的空间规划和景观管理至关重要。本研究调查了社交媒体数据(特别是Instagram图像)和传统调查的结合使用,以确定波兰六个不同城市的社会价值景观。共收集了2022年发布的48386张标有下西里西亚选定地区名称的Instagram图像,其中7,022张与景观相关的地理位置图像被选中进行内容分析。对126名居民进行的调查补充了这些数据。结果表明,人们对森林和历史悠久的城市景观有着明确而一致的偏好。在整个研究区域,确定了15,183个景观元素,其中技术基础设施是最常见的(3,271例,或22%),其次是植被(19%),建筑(16%)和森林(11%)。虽然Instagram用户倾向于强调视觉和美学品质,但调查参与者表达了更广泛的观点,包括对环境退化和基础设施缺陷的担忧。这种双方法的方法提供了一个更细致和全面的视角,说明不同的景观类型如何满足社会、文化和娱乐需求。通过将群众来源的视觉数据与居民的定性见解相结合,该研究为最具社会价值的景观类型提供了强有力的评估。研究结果表明,将数字方法与传统方法相结合,在支持景观政策制定和参与式规划实践方面具有潜力。
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引用次数: 0
Corrigendum to “Enhancing the cooling effect of urban green infrastructure: An empirical analysis of interactive impacts and optimizing pathways over 310 Chinese cities” [Landscape Urban Plann. 259 (2025) 105344] “增强城市绿色基础设施降温效应:中国310个城市的互动影响与优化路径实证分析”[景观城市规划,259(2025)105344]的勘误表。
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-03-01 Epub Date: 2025-11-30 DOI: 10.1016/j.landurbplan.2025.105543
Miao Li , Huimin Liu
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引用次数: 0
Volumetric landscape: The mix characteristics and co-agglomeration of 3D space use in compact cities 体量景观:紧凑型城市三维空间使用的混合特征和协同集聚
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-21 DOI: 10.1016/j.landurbplan.2025.105536
Yi-Ya Hsu , Hoon Han
High-density and compact urban development have become popular globally, leading to volumetric changes in the built environment. However, knowledge of space use interaction in cities remains horizontally dominated. Therefore, beyond traditional land use study, this research aims to study how urban space use mixed within the 3D built environment. We explore the pattern of space uses in the 3D context from the scales of floors, buildings to local area, to better understand how volumetric urbanism shape cities. The City of Sydney in Australia is selected to capture the characteristics of 15 uses with a three-stage approach. The mixed-use degree, based on the Shannon Diversity Index, is crucial in determining the composition of uses within floors and buildings. The hidden pull and push dynamics among space uses illustrate the co-exist and spatial interaction of uses at floor and building scales. The co-agglomeration pattern of space uses from colocation analysis via ArcGIS Pro indicates neighbouring relationships, providing a foundation for the spatial interrelationship of uses for future 3D urban use modelling; while local colocation results indicate the geographical differences, enabling the identification of functional deficiencies in cities. For instance, green and open space was colocated with residential use but shows a local isolation pattern around the CBD, while office use was isolated from residential use but shows a local colocation pattern on the CBD edge. This research contributes to monitoring urban dynamics, supports sustainable governance practices, and advances volumetric perspectives, highlighting the essential transition from land use mix to floor use mix.
高密度和紧凑的城市发展已经成为全球流行,导致建筑环境的体积变化。然而,关于城市空间使用互动的知识仍然是横向的。因此,在传统的土地利用研究之外,本研究旨在研究城市空间如何在三维建筑环境中混合使用。我们从楼层、建筑到局部区域的尺度,探索三维环境下的空间使用模式,以更好地理解体量城市化如何塑造城市。澳大利亚悉尼市被选中,通过三个阶段的方法来捕捉15个用途的特征。基于香农多样性指数(Shannon Diversity Index)的混合使用程度,对于确定楼层和建筑物内的用途构成至关重要。空间使用之间隐藏的拉和推动态说明了在楼层和建筑尺度上使用的共存和空间互动。通过ArcGIS Pro对空间使用的共集聚模式进行分析,揭示了邻近关系,为未来的三维城市使用建模提供了空间使用相互关系的基础;而地方托管结果显示了地理差异,从而能够识别城市的功能缺陷。例如,绿色和开放空间与住宅用地相结合,但在CBD周围表现出局部隔离模式,而办公用地与住宅用地相分离,但在CBD边缘表现出局部隔离模式。这项研究有助于监测城市动态,支持可持续治理实践,并推进体积视角,突出了从土地利用组合到地板利用组合的基本转变。
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引用次数: 0
Advancing urban soil health: challenges, knowledge gaps, and future research perspectives 推进城市土壤健康:挑战、知识缺口和未来研究展望
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-12 DOI: 10.1016/j.landurbplan.2025.105534
Michelangelo Vuono , Domenico Paolo Di Lonardo , Christophe Schwartz , Fabio Terribile
Urbanization is projected to surpass 65% of the global population by 2050 and urban soils remain an overlooked yet crucial component for a sustainable development.
Here we present an analysis of the current state of research on urban soil health, focusing specifically on soils embedded within strictly urban environments (urban-affected soils).
Based on scientific literature review, this study systematically investigates 63 scientific papers published between 2008 and early 2025, examining various aspects of soil health research in urban environment including geographical distribution, land use, sampling depths, and soil health indicators. The results indicate a growing interest in urban soil health, particularly in recent years. The prevalence of research on this topic in specific regions of the world may be the result of the distribution of metropolitan areas, with the consequent enhance of awareness and importance of soil health in those regions.
The emphasis on chemical properties, particularly soil contamination, in the literature is consistent with historical trends, while the limited attention given to physical and biological properties calls for a more balanced approach. Ecosystem services, despite their recognized importance, are underutilized, urging a deeper exploration of specific services that contribute directly to human health. Sampling depth at soil profile scale emerged as a crucial factor, with a significant proportion of studies limited to the topsoil at depths of 20 cm or less. Considering the correlation between soil depth and ecosystem services, the findings emphasize the need for future research to explore greater sampling depths for a more comprehensive understanding of urban soil health.
Despite the growing interest in the field, urban soil health research remains shallow, both literally and conceptually. This work highlights the need for stronger collaboration between soil scientists and urban stakeholders, such as policymakers, planners, and the citizens. Bridging this communication gap will help shape research agendas and policies that address urban challenges, inform planning, and promote sustainable development.
预计到2050年,城市化将超过全球人口的65%,城市土壤仍然是可持续发展的一个被忽视但至关重要的组成部分。在这里,我们对城市土壤健康的研究现状进行了分析,特别关注严格意义上的城市环境中的土壤(城市影响土壤)。本研究在文献综述的基础上,系统梳理了2008年至2025年初发表的63篇科学论文,从地理分布、土地利用、采样深度和土壤健康指标等方面对城市环境土壤健康研究进行了梳理。研究结果表明,特别是近年来,人们对城市土壤健康的兴趣日益浓厚。关于这一专题的研究在世界特定区域的流行可能是大都市地区分布的结果,从而提高了这些区域对土壤健康的认识和重要性。文献中对化学性质,特别是土壤污染的强调与历史趋势是一致的,而对物理和生物性质的有限关注要求采取更平衡的方法。尽管生态系统服务的重要性得到公认,但尚未得到充分利用,因此迫切需要更深入地探索直接促进人类健康的具体服务。土壤剖面尺度的采样深度成为一个关键因素,很大一部分研究仅限于20cm或更小深度的表土。考虑到土壤深度与生态系统服务之间的相关性,研究结果强调了未来研究需要探索更大的采样深度,以更全面地了解城市土壤健康。尽管对该领域的兴趣日益浓厚,但城市土壤健康研究在字面上和概念上仍然很浅。这项工作强调了土壤科学家与城市利益相关者(如政策制定者、规划者和公民)之间加强合作的必要性。弥合这种沟通差距将有助于形成研究议程和政策,从而解决城市挑战、为规划提供信息并促进可持续发展。
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引用次数: 0
Interactive effects of COVID-19 social distancing policies and building density and their impact on GHG emissions in Seoul 首尔新冠肺炎社会距离政策与建筑密度的互动效应及其对温室气体排放的影响
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-17 DOI: 10.1016/j.landurbplan.2025.105535
Su Jin Du, Seung Hoon Lee, Yong Un Ban
Urban areas, as centers of dense human activity, are responsible for approximately 80% of global greenhouse gas (GHG) emissions. During the COVID-19, governments worldwide introduced social distancing policies that altered urban energy consumption patterns, particularly in high-density cities. This study investigated how the interaction between the intensity of social distancing policies and urban building density influenced GHG emissions in Seoul from January 2020 to December 2022. Using monthly panel data and fixed effects models, we analyzed five types of social distancing restrictions, categorized into facility-based and person-based limitations, in conjunction with building density measured by the floor area ratio at the building polygon level. The analysis results revealed that accounting for the spatial heterogeneity in policy effects is critical. By explicitly modeling the interaction between policy intensity and built environment characteristics, we found that (1) stricter restrictions on non-essential and group event facilities were associated with increased GHG emissions in high-density areas; (2) restrictions on essential facilities and private meetings decreased GHG emissions as density increased; and (3) policy intensity’s effects on GHG emissions varied nonlinearly depending on the restriction type and the city’s spatial structure. These results demonstrate that the urban form significantly conditions the environmental effectiveness of social distancing policies, suggesting that increased regulatory intensity does not uniformly translate into lower emissions across all urban contexts. To ensure more effective urban environmental governance during public health crises, governments can optimize both infection control and environmental outcomes by designing policies that consider urban density and morphology.
城市地区作为人类密集活动的中心,其温室气体排放量约占全球的80%。在2019冠状病毒病期间,世界各国政府出台了社会距离政策,改变了城市能源消费模式,特别是在人口密集的城市。本研究调查了2020年1月至2022年12月首尔社会距离政策强度与城市建筑密度之间的相互作用如何影响温室气体排放。利用月度面板数据和固定效应模型,我们结合建筑多边形水平的容积率测量的建筑密度,分析了五种类型的社会距离限制,分为基于设施的限制和基于人的限制。分析结果表明,考虑政策效应的空间异质性至关重要。通过明确建模政策强度与建筑环境特征之间的相互作用,我们发现:(1)对非必要设施和群体活动设施的严格限制与高密度地区温室气体排放增加有关;(2)随着人口密度的增加,对基本设施和私人会议的限制减少了温室气体排放;③政策强度对温室气体排放的影响随限制类型和城市空间结构的变化呈非线性变化。这些结果表明,城市形态显著地制约了社会距离政策的环境有效性,这表明在所有城市背景下,监管强度的增加并不一定会转化为排放的降低。为了在公共卫生危机期间确保更有效的城市环境治理,政府可以通过设计考虑城市密度和形态的政策来优化感染控制和环境结果。
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引用次数: 0
Actionable information and climate change awareness drive consumer selection of environmentally beneficial garden plants 可操作的信息和气候变化意识促使消费者选择对环境有益的园林植物
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-10-23 DOI: 10.1016/j.landurbplan.2025.105522
Caitlin L. McLaughlin , Tijana Blanuša , Ross Cameron , Martin Lukac , Simone Pfuderer , Jacob Bishop
Domestic gardens worldwide cover approximately 15–30 % of residential urban space and with the appropriate plant composition, have potential to help manage urban water flows, regulate temperatures and air-pollution. However, the provision of these regulating ecosystem services depends upon the preferences and willingness of private garden owners to adopt environmentally beneficial planting, with associated traits that confer these benefits. This study tested whether the way information on beneficial plant traits is presented influences taxa choices. In an experimental online survey, participants were divided into two groups: one received only ‘system information’ (basic facts about environmental problems: climate change, urban flooding, and poor air quality, n = 208), while the other also received ‘action-related information’ (how to potentially address environmental problems by choosing plants with certain traits, n = 211). Receiving ‘action-related information’ significantly influenced plant taxa selection; fewer choices were made for ornamental plants without traits that are beneficial for flood or pollution mitigation. Additionally, participants concerned about climate change were more willing to choose environmentally beneficial taxa, regardless of information group. These findings indicate that pro environmental planting choices in domestic gardens can be encouraged by providing actionable information and linking to existing climate change concerns.
世界范围内的家庭花园约占城市住宅空间的15 - 30%,通过适当的植物组成,有可能帮助管理城市水流,调节温度和空气污染。然而,这些调节生态系统服务的提供取决于私人花园所有者采用环境有益种植的偏好和意愿,以及赋予这些好处的相关特征。本研究考察了有益植物性状信息的呈现方式是否会影响分类群的选择。在一项实验性在线调查中,参与者被分为两组:一组只收到“系统信息”(关于环境问题的基本事实:气候变化、城市洪水和糟糕的空气质量,n = 208),而另一组也收到“行动相关信息”(如何通过选择具有某些特性的植物来潜在地解决环境问题,n = 211)。接收“与行动相关的信息”显著影响了植物分类群的选择;没有有利于防洪或减轻污染的特性的观赏植物选择较少。此外,无论信息组如何,关注气候变化的参与者都更愿意选择对环境有益的分类群。这些发现表明,可以通过提供可操作的信息并将现有的气候变化问题联系起来,鼓励家庭花园中亲环境的种植选择。
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引用次数: 0
Who particiates in greening everyday urban space? Understanding community-led urban greening through the case of the Green Alleys of Montréal (Canada) 谁参与绿化日常城市空间?以加拿大montracimal绿巷为例了解社区主导的城市绿化
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-14 DOI: 10.1016/j.landurbplan.2025.105533
Thi-Thanh-Hien Pham, Ugo Lachapelle
Cities have increasingly been implementing greening initiatives in conjunction with residents and local community organizations, yet little is known about the household characteristics of people involved in greening small-scale and ordinary spaces. In this study, we investigate involvement in and uses of the Green Alleys of Montréal. These greening programs, originating with and maintained by residents, are not determined by city planning but rather by volunteers. We conducted a survey of residents (N = 400) living adjacent to 66 Green Alleys in one borough of the city. Between 20 % and 29 % of respondents were involved in vegetation planting, meetings, and Green Alley committees in the past, and are currently involved in maintenance. Walking and cycling, talking with neighbours, playing with children, and driving along alleys to park cars are the most frequent uses of Green Alleys. Common variables that are significant in involvement and usage include having children, being homeowners, and having alley-based friendships. Income is not the most important variable but, advanced levels of education, being part of a visible minority and parking-space ownership were of greater significance. This is because Green Alleys require no financial outlay from residents, but instead draw upon their skill sets, their sense of social cohesion, and their interests in long-term benefits. The Green Alley Programs are hence determined by localized social factors and raise questions about green space connectivity and who may not join the programs. We call for customizing the programs to address these questions, making the programs accessible for more neighbourhoods.
城市越来越多地与居民和当地社区组织一起实施绿化倡议,但对参与小型和普通空间绿化的人的家庭特征知之甚少。在这项研究中,我们调查参与和使用的绿色小巷的蒙特里萨。这些由居民发起和维护的绿化项目不是由城市规划决定的,而是由志愿者决定的。我们对居住在该市一个行政区66条绿巷附近的居民(N = 400)进行了调查。20%到29%的受访者过去参与了植被种植、会议和绿巷委员会,目前参与了维护工作。散步和骑自行车,与邻居交谈,与孩子玩耍,沿着小巷停车是绿巷最常见的用途。在参与和使用方面有重要意义的常见变量包括有孩子,有房子,有街坊朋友。收入并不是最重要的变量,但教育程度、是否属于少数族裔和是否拥有停车位则更为重要。这是因为绿巷不需要居民的财政支出,而是利用他们的技能、他们的社会凝聚力和他们对长期利益的兴趣。因此,绿巷项目是由当地的社会因素决定的,并提出了关于绿地连通性和谁不能加入项目的问题。我们呼吁定制方案来解决这些问题,使更多的社区可以使用这些方案。
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引用次数: 0
How urban street-scape visual features influence carbon emissions from residents visiting urban parks: A case study of Shenzhen, China 城市街道景观视觉特征对城市公园居民碳排放的影响——以深圳为例
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-03 DOI: 10.1016/j.landurbplan.2025.105531
Haochun Guan , Wenting Zhang , Bo Huang , Yuan Xu , Wuyang Hong
Given accelerated urbanization and increasing residential mobility, optimizing urban environments to encourage low-carbon travel has attracted considerable attention. However, within complex urban systems, further research is needed to clarify how urban street-scape visual features interact with factors such as residents’ travel distances and origin-point characteristics—thereby influencing low-carbon travel behavior and associated carbon emissions. Taking Shenzhen—a megacity in China—as an example, this research integrates multi-source data to explore the underlying mechanisms influencing residents’ low-carbon travel behaviors. Specifically, we analyzed survey questionnaires collected from 3,976 urban park visitors and utilized deep learning algorithms to extract urban street-scape visual features from 137,000 street-view images. Moreover, localized carbon emission intensities for different transportation modes were applied to estimate the probabilities of residents’ travel mode choices and associated carbon emissions at a spatial grid scale across various urban locations. Our findings indicate that socio-demographic attributes, urban street-scape environmental features, neighborhood environmental characteristics, and travel distance significantly increase the likelihood of residents adopting low-carbon travel behaviors. Additionally, per capita carbon emissions of urban park visitors show a significant negative correlation with the green view index among urban street-scape visual features. Based on these findings, improving street-level green view index can effectively contribute to carbon emission reductions, and prioritizing enhancements in densely populated urban areas can yield even greater emission reduction benefits. This study offers a novel methodology and empirical evidence to support low-carbon development strategies in megacities.
随着城市化进程的加快和居民流动性的增加,优化城市环境以鼓励低碳出行受到了广泛关注。然而,在复杂的城市系统中,城市街景视觉特征如何与居民出行距离和起点特征等因素相互作用,从而影响低碳出行行为和相关碳排放,还需要进一步研究。本研究以中国特大城市深圳为例,整合多源数据,探讨居民低碳出行行为的影响机制。具体而言,我们分析了来自3976名城市公园游客的调查问卷,并利用深度学习算法从13.7万张街景图像中提取城市街景视觉特征。此外,利用不同交通方式的局部碳排放强度,在空间网格尺度上估算不同城市区域居民出行方式选择和相关碳排放的概率。研究发现,社会人口属性、城市街景环境特征、邻里环境特征和出行距离显著增加了居民采取低碳出行行为的可能性。此外,城市公园游客人均碳排放量与城市街道景观视觉特征中的绿色景观指数呈显著负相关。综上所述,提高街道绿化指数可以有效地促进碳减排,在人口密集的城市地区优先加强可以产生更大的减排效益。本研究为支持特大城市的低碳发展战略提供了一种新的方法和经验证据。
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引用次数: 0
From vulnerability to adaptation: A systematic review of land-based economic outcomes of adverse climate events 从脆弱性到适应:对不利气候事件的陆地经济后果的系统回顾
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-07 DOI: 10.1016/j.landurbplan.2025.105530
Yihao Wu , Jinpeng Yang , Zhenhua Li
Cities worldwide are experiencing unprecedented climate pressures that call for evidence-based adaptation planning and design strategies. An active area of research has emerged to explore how various adaptation policies mitigate the adverse economic impacts and help build resilience following adverse climate events. Following the PRSIMA protocol, this review systematically screened extensive relevant literature and ultimately include 108 original papers for bibliometric analysis. We reveal critical gaps in geographical coverage, hazard diversity, property types, and cascading impacts. Furthermore, a random-effects meta-analysis is conducted to compile 44 estimates of treatment effects on property values reported by quasi-experimental studies. We find that magnitude of vulnerability to hazard exposure decreased by 7.7% on average when equipped with adaptation measures. The results are robust to using implementation of adaptation as an alternative treatment definition. However, our review also reveals substantial heterogeneity, and even opposing effects amplifying vulnerability, where adaptation practices can trigger unintended consequences, prove cost-inefficient, or exacerbate preexisting inequalities. By synthesizing these empirical findings, we propose a four-quadrant policy matrix to explain the heterogeneity of adaptation effects, which is informative for policymakers designing concerted policy portfolios. Our review also outlines a roadmap for future research to unpack information channels and the interplay between different climate adaptation activities.
世界各地的城市正面临着前所未有的气候压力,需要基于证据的适应性规划和设计策略。一个活跃的研究领域已经出现,探索各种适应政策如何减轻不利的经济影响,并帮助建立在不利气候事件后的复原力。根据PRSIMA协议,本综述系统筛选了大量相关文献,最终纳入108篇原始论文进行文献计量学分析。我们揭示了地理覆盖、灾害多样性、属性类型和级联影响方面的关键差距。此外,进行了随机效应荟萃分析,以汇编准实验研究报告的44个治疗对财产价值的影响估计。我们发现,当采取适应措施时,对危险暴露的脆弱性程度平均下降了7.7%。将适应的实施作为替代治疗定义的结果是稳健的。然而,我们的回顾也揭示了巨大的异质性,甚至相反的效应放大了脆弱性,其中适应实践可能引发意想不到的后果,证明成本效率低下,或加剧先前存在的不平等。通过综合这些实证结果,我们提出了一个四象限的政策矩阵来解释适应效应的异质性,这为决策者设计协调一致的政策组合提供了信息。我们的综述还概述了未来研究的路线图,以揭示不同气候适应活动之间的信息渠道和相互作用。
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引用次数: 0
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Landscape and Urban Planning
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