Applied Spatial Analysis and Policy最新文献

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Temperature Rise Amplifies Environmental Inequities? Europe’s North-South Divide 气温升高加剧环境不平等?欧洲的南北鸿沟
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-12-18 DOI: 10.1007/s12061-023-09555-6
Bardia Mashhoodi
{"title":"Temperature Rise Amplifies Environmental Inequities? Europe’s North-South Divide","authors":"Bardia Mashhoodi","doi":"10.1007/s12061-023-09555-6","DOIUrl":"10.1007/s12061-023-09555-6","url":null,"abstract":"<div><p>Evidence shows that global warming does not affect all geographical areas and social groups equally. In this line, various previous studies analysed inequality and overexposure of socioeconomic groups to land surface temperature (LST) as a proxy for heat exposure. However, the previous studies did not offer insight into whether inequality perpetuates, increases or decreases in the event of a vast increase in LST and whether such association differs from one geographic context to another. This study seeks answers to a core research question: Does higher LST trigger higher inequality in Europe? This study measures the magnitude (population-weighted average) and inequality (population-weighted Gini) of exposure to LST in different areas of Europe. It adapts local and global Moran’s I and the Local Bivariate Relationship analyses. The results show that high magnitudes of LST are clustered in southern Europe and low values in the northern. High values of inequality are less clustered and can be found anywhere across Europe. In the north of Europe, there is a convex (U-shaped) relationship between LST magnitude and inequality, i.e. the highest inequality occurs at the highest and lowest magnitudes. Oppositely, the relationship is concave (⋂-shaped) in the south of Europe. Ultimately, the results are discussed.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"599 - 617"},"PeriodicalIF":2.0,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138715116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Geographic Distribution of Economic Inequality and Crime in Indonesia: Exploratory Spatial Data Analysis and Spatial Econometrics Approach 印度尼西亚经济不平等和犯罪的地理分布:探索性空间数据分析和空间计量经济学方法
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-12-12 DOI: 10.1007/s12061-023-09556-5
Putu Angga Widyastaman, Djoni Hartono
{"title":"Geographic Distribution of Economic Inequality and Crime in Indonesia: Exploratory Spatial Data Analysis and Spatial Econometrics Approach","authors":"Putu Angga Widyastaman,&nbsp;Djoni Hartono","doi":"10.1007/s12061-023-09556-5","DOIUrl":"10.1007/s12061-023-09556-5","url":null,"abstract":"<div><p>Indonesia has serious crime issues. Since there are pieces of evidence that economic inequality may cause crime incidences, various studies have been carried out to verify the relationship. However, very few of these studies considered the geographical pattern and spatial linkages between crime and its determinants, particularly inequality. This paper examines the geographical pattern of economic inequality and crime as well as local and spillover effects of within and across-districts/cities inequality on the crime rate. Using data from 483 Indonesian districts/cities from 2010 to 2020, this study employed local indicators of spatial association (LISA) analysis to examine geographical patterns between economic inequality and crime and the panel spatial Durbin model to investigate the spatial effects, including local and spillover effects. LISA analysis yielded geographic-based information regarding clusters of economic inequality and crime, thus providing insight into the spatial pattern of those variables. Furthermore, panel spatial Durbin results have shown that using property and other crime rate as the dependent variable, strong positive local and spillover effect of within-region and across-region economic inequality on crime rates was observed.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"547 - 571"},"PeriodicalIF":2.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138628086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatial Disparity of Sports Infrastructure Development and Urbanization Determinants in China: Evidence from the Sixth National Sports Venues Census 中国体育基础设施发展的空间差异与城市化决定因素:来自第六次全国体育场地普查的证据
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-12-12 DOI: 10.1007/s12061-023-09557-4
Junneng Wang, Jianwei Li, Jianquan Cheng
{"title":"Spatial Disparity of Sports Infrastructure Development and Urbanization Determinants in China: Evidence from the Sixth National Sports Venues Census","authors":"Junneng Wang,&nbsp;Jianwei Li,&nbsp;Jianquan Cheng","doi":"10.1007/s12061-023-09557-4","DOIUrl":"10.1007/s12061-023-09557-4","url":null,"abstract":"<div><p>The improvement of well-being of residents is the core of the people-centred urbanization. Inhabitants’ emphasis on healthy lifestyle draws attention to the provision of sports infrastructure. However, the spatial pattern of sport infrastructure development and in particular the driving forces from urbanization across China have not been examined yet in the literature. This paper aims to explore how the national sports infrastructure in mainland China is driven and scaled by urbanization, using data from the sixth National Sports Venues Census and a multi-scale geographically weighted regression approach. The results revealed strong regional inequality in the development of sports infrastructure in the stage of accelerating urbanization in China, with better provision of sports infrastructure in eastern than in western regions. The three dimensions of urbanization (urban population, public financial expenditure and built-up area) significantly explained the spatial disparity between 289 cities at prefecture-city level. There should be a feedback loop between the accumulative developments of urbanization and sports infrastructure. The contributing driving forces and subsequent regional heterogeneity suggest that sports space theory, the inequality amplification model, and hysteresis effect are comparatively suitable for explaining the spatial inequality characteristics of sports infrastructure development in China. A Sport Inequality Alert was conceptualized as a policy instrument for monitoring regional inequality and governing the development of sports infrastructure. It is argued that sports infrastructure development should be integrated into the national strategy for sustainable New-type Urbanization.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"573 - 598"},"PeriodicalIF":2.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12061-023-09557-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139008830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inter-Port Evolutions and Prospects of Three Major Port Hubs in Europe: a Visualization Perspective Using Ternary Diagram Method 欧洲三大港口枢纽的港口间演变与前景:三元图法的可视化视角
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-12-12 DOI: 10.1007/s12061-023-09553-8
Cemile Solak Fiskin
{"title":"Inter-Port Evolutions and Prospects of Three Major Port Hubs in Europe: a Visualization Perspective Using Ternary Diagram Method","authors":"Cemile Solak Fiskin","doi":"10.1007/s12061-023-09553-8","DOIUrl":"10.1007/s12061-023-09553-8","url":null,"abstract":"<div><p>In the recent decade, increasing vessel sizes, infrastructure developments, intermodal connections, and digital transformation again have raised questions about the development of container ports. This transformation is expected to continue to affect the port industry in the future. While the Port of Rotterdam is the busiest container port in Europe, its top-ranking place is under pressure, and competition between the top three ports has become fiercer. This contribution provides insights into the concentration, inequality and competition evolution of Europe’s top three ports through several measurement methods and the ternary diagram. Several measurement methods are used to report the concentration, inequality, and competition of these ports. The study confirms that ternary diagram indicators and traditional measures reveal similar results. Findings also suggest that no port has a dominating position in this competitive port system, and these ports are engaging in efficient competition. SSA analysis indicates that the Port of Hamburg is the major loser in the last two periods; the Port of Rotterdam and Port of Antwerp are the major winners respectively in the last two periods. Moreover, the prospects are salient for a tendency towards concentration and inequality. The findings of the study provide insights and visualizations for policymakers, enabling them to gain a deeper understanding of the development and prospects of the three major port hubs in Europe.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"521 - 545"},"PeriodicalIF":2.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138627753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Influence of High-speed Rail on the Level and Structure of Urban Economic Vitality: An Empirical Study Based on Real GDP Data 高铁对城市经济活力水平和结构的影响:基于实际 GDP 数据的实证研究
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-12-07 DOI: 10.1007/s12061-023-09554-7
Zixuan Chen, Dan He, Zihang Qin, Jing Zhou, Ting Yang
{"title":"The Influence of High-speed Rail on the Level and Structure of Urban Economic Vitality: An Empirical Study Based on Real GDP Data","authors":"Zixuan Chen,&nbsp;Dan He,&nbsp;Zihang Qin,&nbsp;Jing Zhou,&nbsp;Ting Yang","doi":"10.1007/s12061-023-09554-7","DOIUrl":"10.1007/s12061-023-09554-7","url":null,"abstract":"<div><p>High-speed rail (HSR) improves urban accessibility, changes the inter-city flow pattern of human and capital factors, and has a potential impact on urban economic vitality. A real GDP data is used to characterize urban economic vitality, and the Herfindahl–Hirschman Index(HHI) is used to characterize the urban economic vitality structure. Geodetector is used to study the influence of HSR on the level and structure of urban economic vitality. The main conclusions are as follows: The HSR frequency improves accessibility, promotes consumption, employment, investment in real estate development, tertiary industry development and the supply of urban construction land, and thus has a stronger positive impact on urban economic vitality. The magnet effect of HSR stations makes the station area attract resources to gather and develop, and the interaction with consumption, investment in real estate development and the supply of urban construction land has a stronger impact on urban economic vitality. More HSR lines extend the reach of cities, promote the development of consumption-related industries and real estate development, thus increasing economic vitality. The higher the HSR frequency, the more the HSR lines and HSR stations, the more dispersed the urban economic vitality structure. The layout of HSR stations in areas close to the city center will enhance the attractiveness of the city, which will increase the employment density, thus strengthening the economic vitality of the central urban area, and the urban economic vitality structure will be more concentrated. The results confirm that only when the variables related to HSR work together with the socio-economic variables, can the intensity of the influence of HSR on the level and structure of urban economic vitality be enhanced. In addition, HSR stations are the most important factors controlling the urban economic vitality structure, which has certain indicative significance for the future urban spatial planning.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"495 - 520"},"PeriodicalIF":2.0,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138548090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Can Digital Inclusive Finance Promote Urban Ecological Efficiency?—Impact Mechanism and Spatial Effects 数字普惠金融能否促进城市生态效率?
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-12-05 DOI: 10.1007/s12061-023-09552-9
Baisheng Cui, Songyang Ma, Chunyan Hu
{"title":"Can Digital Inclusive Finance Promote Urban Ecological Efficiency?—Impact Mechanism and Spatial Effects","authors":"Baisheng Cui,&nbsp;Songyang Ma,&nbsp;Chunyan Hu","doi":"10.1007/s12061-023-09552-9","DOIUrl":"10.1007/s12061-023-09552-9","url":null,"abstract":"<div><p>The paper utilizes panel data from 278 cities in China spanning the years 2010 to 2020 to comprehensively assess the impact of digital inclusive finance on urban ecological efficiency. The study shows that digital inclusive finance significantly contributes to the enhancement of urban ecological efficiency, primarily attributed to the deepening of digital inclusive finance's usage depth and degree of digitization. Mechanism analysis further indicates that digital inclusive finance can expedite the concentration of human capital, foster technological innovation, and boost foreign direct investment, ultimately promoting the advancement of urban ecological efficiency. Moreover, the spatial spillover effect analysis demonstrates that digital inclusive finance not only enhances the ecological efficiency within a region but also notably elevates the ecological efficiency levels of neighboring cities. Additionally, our findings indicate that the development of digital inclusive finance has a more pronounced positive effect on improving ecological efficiency in the central and western regions, larger cities, and cities with higher levels of digital inclusive finance compared to the eastern region, small and medium-sized cities, and cities with lower digital inclusive finance development.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"471 - 494"},"PeriodicalIF":2.0,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138600243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Density, Division and Distance: Understanding China’s Urban Land-Use Change from an Economic Geography Perspective 密度、分区与距离:从经济地理角度理解中国城市土地利用的变化
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-11-29 DOI: 10.1007/s12061-023-09550-x
Xing Gao, Jin Zhu, Jiayao Liu
{"title":"Density, Division and Distance: Understanding China’s Urban Land-Use Change from an Economic Geography Perspective","authors":"Xing Gao,&nbsp;Jin Zhu,&nbsp;Jiayao Liu","doi":"10.1007/s12061-023-09550-x","DOIUrl":"10.1007/s12061-023-09550-x","url":null,"abstract":"<div><p>Although land-use change driven by general economic factors has been discussed substantially, rarely has any work been done within the perspective of economic geography – considering the impact of economic spatial differences. This study applies the 3Ds (Density, Division and Distance) framework published by the World Bank to explore their impacts on urban land-use change – focusing on urban land and stand-alone industrial land. Employing the dynamic system-GMM (Generalized Method of Moments) model and a mediating effect model, we examine the direct and indirect effects of 3Ds on land-use change in cities with different income levels and in different regions. Our results find that deepening spatial differences facilitate the expansion of urban land and stand-alone industrial land use. Furthermore, the 3Ds has indirect effects on land use through the interactions between density and distance, as well as between division and distance. These impacts are divergent in cities with different income levels and region-specific. The main contribution of this paper is twofold. Theoretically, the study develops a new systematic framework to explain land-use change within the field of economic geography. Empirically, we examine the theoretical framework of spatial inequality by considering both direct and indirect effects. This study also has important policy implications for improving the economic value of land use.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"439 - 469"},"PeriodicalIF":2.0,"publicationDate":"2023-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139211828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
School-Housing Nexus in Urban China: A Comparative Study of the Effect of School Districts on Commercial and Danwei Housing Prices 中国城市中的学校与住房关联:学区房对商品房和丹桂房价格影响的比较研究
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-11-28 DOI: 10.1007/s12061-023-09544-9
Siqin Wang, Yuxiao Li, Zhe Gao
{"title":"School-Housing Nexus in Urban China: A Comparative Study of the Effect of School Districts on Commercial and Danwei Housing Prices","authors":"Siqin Wang,&nbsp;Yuxiao Li,&nbsp;Zhe Gao","doi":"10.1007/s12061-023-09544-9","DOIUrl":"10.1007/s12061-023-09544-9","url":null,"abstract":"<div><p>It has been commonly recognised that school quality has significant impacts on housing prices in Western cities, however, how such school-housing relationships vary across different types of housing and urban space in transition economies is less explored. Our study aims to investigate the relationship between schools and housing in transitional China, where both commercial and Danwei housing coexist within the housing sector. This study makes three contributions to the literature. First, this study distinguishes the school-housing relationship across two types of housing—commercial versus <i>Danwei</i> housing as the unique housing characteristics in transition economies. Second, this study fully considers the neighbourhood effect on housing prices and unveils the spatial heterogeneity of school-housing relationships by spatiotemporal analyses and spatial modelling techniques. Third, this study establishes an analytical framework that can be applied to different contexts, and augmented in an assessing manner for the long-term evaluation of future education and housing policies.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"417 - 438"},"PeriodicalIF":2.0,"publicationDate":"2023-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139215282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Convergence and Catch-Up of the Region Types in the Central and Eastern European Countries 中东欧国家区域类型的趋同与追赶
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-11-22 DOI: 10.1007/s12061-023-09551-w
Zoltán Egri, Imre Lengyel
{"title":"Convergence and Catch-Up of the Region Types in the Central and Eastern European Countries","authors":"Zoltán Egri,&nbsp;Imre Lengyel","doi":"10.1007/s12061-023-09551-w","DOIUrl":"10.1007/s12061-023-09551-w","url":null,"abstract":"<div><p>Our study investigates the economic growth and catch-up of the NUTS3 regions of 6 Central and Eastern European (CEE) member states of the European Union (EU), 4 countries acceding in 2004 (Czechia, Poland, Hungary, and Slovakia) and further two admitted in 2007 (Bulgaria and Romania), compared to the average of 14 older members of the EU between 2000 and 2019. We based our analysis on the urban–rural region types of the EU in the case of 185 regions, identifying predominantly urban, intermediate, and predominantly rural types. We apply Theil Index to examine the development of disparities and test the phenomena with unconditional β-convergence hypothesis. The analysis indicates that the growth of all CEE countries and their regions is faster than the EU14 average; the capitals considerably exceed it, the catch-up of other urban regions is also relatively fast, while it is very slow in the case of other regions. The convergence between the 185 regions is weak, based on the EU region typology it was initially strong between the capitals, moderate in the case of intermediate and rural types, while divergence can be observed in the urban types. The catch-up of less developed regions is very slow despite EU cohesion funding, even though 80% of the population live here. The stagnation of regional disparities and slow catch-up of less developed regions indicate the poor efficiency of the EU cohesion policy.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 2","pages":"393 - 415"},"PeriodicalIF":2.0,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12061-023-09551-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138513611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Spatiotemporal Patterns of Community Vulnerability in the U.S. Mobile Bay from 2000–2020 2000-2020年美国移动湾社区脆弱性时空格局
IF 2 4区 社会学
Applied Spatial Analysis and Policy Pub Date : 2023-11-17 DOI: 10.1007/s12061-023-09549-4
Hemal Dey, Wanyun Shao, Shufen Pan, Hanqin Tian
{"title":"The Spatiotemporal Patterns of Community Vulnerability in the U.S. Mobile Bay from 2000–2020","authors":"Hemal Dey,&nbsp;Wanyun Shao,&nbsp;Shufen Pan,&nbsp;Hanqin Tian","doi":"10.1007/s12061-023-09549-4","DOIUrl":"10.1007/s12061-023-09549-4","url":null,"abstract":"<div><p>The coastal community is confronted with heightened risks posed by climate change. Mobile Bay in the United States is a large estuarine system along the Gulf of Mexico (GOM) coast, providing critical ecosystem services for the nation. This region is however subject to increased urbanization and uncertain impacts of climate change. To ensure sustainability of this important ecosystem, it is imperative to examine the changing spatial patterns of community vulnerability to environmental changes in this region. Using data from the U.S. Census of multiple years, we investigate the changing spatial patterns of social vulnerability at the census block group level in Mobile Bay consisting of Mobile County and Baldwin County over the past 20 years (2000 – 2020). Additionally, we utilize hotspot and cluster analyses to formalize the observations of the spatiotemporal changes. Further, we examine how land use and land cover (LULC) changes co-occur with social vulnerability changes across Mobile Bay. We identify several hotspots where land cover has been converted to urban land and social vulnerability has increased. The investigation of the spatial patterns over a relatively long period helps to deepen the insight into the dynamic spatiotemporal changes of social and environmental vulnerability. This insight can better inform future plans to cope with climate change and ensure sustainability. Specifically, hotspots that have undergone urbanization and increased social vulnerability demand special attention from policy makers for future risk mitigation and disaster planning.</p></div>","PeriodicalId":46392,"journal":{"name":"Applied Spatial Analysis and Policy","volume":"17 1","pages":"371 - 392"},"PeriodicalIF":2.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138513634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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