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Interdependence and coordination challenges: EV charging infrastructure and carbon emissions in the Yangtze River Delta 相互依存与协调挑战:长江三角洲电动汽车充电基础设施与碳排放
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-26 DOI: 10.1177/23998083241277865
Qiqi Huang, Changying Xiang
The ambition towards net-zero emission fuels the significance of electric vehicle charging infrastructure (EVCI) as a strategic asset. Yet, a conspicuous gap remains in the comprehensive quantitative analysis of its impact on carbon emissions stemming from fossil fuel combustion, referred to as ODIAC-CE. This study embarks on a longitudinal comparison of EVCI and ODIAC-CE data in 2018 and 2020, further classifying cities by scale to analyze the association between expansion of EVCI and ODIAC-CE change. Utilizing a battery of analytical tools, including correlation analysis, spatial autocorrelation, and coupling coordination analysis, the study dissects the evolving relationship between EVCI and ODIAC-CE within Yangtze River Delta in China. The results underscore a growing interdependence between EVCI expansion and ODIAC-CE change, yet pronounced heterogeneities in coupling coordination are evident across urban scales. Megacity and supercity exhibit quality coordination between rapid expansion of EVCI and ODIAC-CE dynamics. However, in most large, medium-sized, and small cities, the impact of EVCI growth on ODIAC-CE change has proven to be inconsistent or mismatched, affected by various factors such as location and infrastructure, industrial and technological patterns, and social practice and awareness. The study provides systematic insights into potential solutions for decarbonization through EVCI deployment at regional and city levels.
实现净零排放的目标使电动汽车充电基础设施(EVCI)成为一项重要的战略资产。然而,在全面定量分析其对化石燃料燃烧产生的碳排放(即 ODIAC-CE)的影响方面,仍存在明显差距。本研究开始对 2018 年和 2020 年的 EVCI 和 ODIAC-CE 数据进行纵向比较,进一步按规模对城市进行分类,以分析 EVCI 扩展与 ODIAC-CE 变化之间的关联。研究利用相关分析、空间自相关和耦合协调分析等一系列分析工具,剖析了中国长三角地区EVCI和ODIAC-CE之间不断演变的关系。研究结果表明,EVCI 的扩张与 ODIAC-CE 的变化之间的相互依存关系日益增强,但耦合协调在不同城市尺度上存在明显的异质性。特大城市和超级城市的 EVCI 快速扩张与 ODIAC-CE 动态之间呈现出高质量的协调。然而,在大多数大中小城市,受区位和基础设施、产业和技术模式、社会实践和意识等多种因素的影响,EVCI 增长对 ODIAC-CE 变化的影响被证明是不一致或不匹配的。本研究为通过在区域和城市层面部署 EVCI 来实现脱碳的潜在解决方案提供了系统性见解。
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引用次数: 0
Rail journey cost calculator for Great Britain 英国铁路旅行费用计算器
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-24 DOI: 10.1177/23998083241276569
Federico Botta
Accessibility of different places, such as hospitals or areas with jobs, is important in understanding transportation systems, urban environments, and potential inequalities in what services and opportunities different people can reach. Often, research in this area is framed around the question of whether people living in an area are able to reach certain destinations within a prespecified time frame. However, the cost of such journeys, and whether they are affordable, is often omitted or not considered to the same level. Here, we present a Python package and an associated data set which allows to analyse the cost of train journeys in Great Britain. We present the original data set we used to construct this, the Python package we developed to analyse it, and the output data set which we generated. We envisage our work to allow researchers, policy makers, and other stakeholders, to investigate questions around the cost of train journeys, any geographical or social inequalities arising from this, and how the transport system could be improved.
不同地点(如医院或有工作的地区)的可达性,对于了解交通系统、城市环境以及不同人群所能获得的服务和机会中可能存在的不平等现象非常重要。该领域的研究通常围绕一个问题展开,即生活在某一地区的人们是否能够在预先规定的时间内到达某些目的地。然而,这些旅程的成本以及他们是否负担得起的问题往往被忽略或没有在同等程度上加以考虑。在此,我们介绍一个 Python 软件包和相关数据集,用于分析英国火车旅行的成本。我们将介绍用于构建该数据集的原始数据集、我们为分析该数据集而开发的 Python 程序包以及我们生成的输出数据集。我们希望我们的工作能让研究人员、政策制定者和其他利益相关者研究与火车旅行成本有关的问题、由此产生的任何地理或社会不平等,以及如何改进交通系统。
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引用次数: 0
Integrating green space measures into future town planning in Zhejiang, China 将绿地措施纳入中国浙江未来城镇规划
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-24 DOI: 10.1177/23998083241274913
Yuanzhao Wang, ChengHe Guan
Various spatial indices have been used by scholars to evaluate the built environment of towns. However, previous analysis has fallen short in systematically addressing the distribution of green space in future town planning. This paper fills the gap by integrating green space indices in an expanded urban intensity framework and comparing existing conditions (2018) and future planning schemes (2030) of eleven towns in Zhejiang Province, China. In this paper, we computed spatial indices in ARCGIS and FRAGSTATS, used correlation analysis in STATA for statistical analysis, and adopted demographic, economic, and environmental variables to validate the selected indices. The results show that: (1) The future planning schemes can result in either reduction of green spaces in town centers or uneven distribution of green spaces; (2) Validation of green space indicators reveals observable association with the normalized difference vegetation index (NDVI), which implies that the chosen framework can effectively reflect the condition of greenery; and (3) The regulatory detailed planning does not always improve the future spatial layout of towns, especially after considering green space distributions. These findings emphasize the importance of suitable spatial layouts of green spaces over large monolithic blocks for effective planning. Moreover, achieving optimal urban intensity necessitates a balanced distribution of the built and green spaces. Finally, the integration of green space factors and the adoption of a comprehensive approach, as highlighted in this study, can serve as a valuable guide for town planners and policymakers in different jurisdictions to achieve more desirable spatial layouts.
学者们使用各种空间指数来评价城镇的建筑环境。然而,以往的分析未能系统地解决未来城镇规划中的绿地分布问题。本文将绿地指数纳入城市强度扩展框架,并比较了中国浙江省 11 个城镇的现有条件(2018 年)和未来规划方案(2030 年),从而填补了这一空白。本文使用 ARCGIS 和 FRAGSTATS 计算空间指数,使用 STATA 的相关分析进行统计分析,并采用人口、经济和环境变量对所选指数进行验证。结果表明(1) 未来规划方案可能导致城镇中心绿地减少或绿地分布不均;(2) 绿地指标验证显示与归一化差异植被指数(NDVI)存在可观察到的关联,这意味着所选框架能有效反映绿化状况;(3) 规范性详细规划并不总能改善城镇的未来空间布局,尤其是在考虑绿地分布后。这些发现强调了在大型单体街区上适当布局绿地对于有效规划的重要性。此外,要达到最佳的城市强度,就必须平衡建筑与绿地的分布。最后,本研究强调的整合绿地因素和采用综合方法,可为不同地区的城市规划者和决策者提供宝贵的指导,以实现更理想的空间布局。
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引用次数: 0
Spnaf: An R package for analyzing and mapping the hotspots of flow datasets Spnaf:用于分析和绘制流量数据集热点的 R 软件包
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-21 DOI: 10.1177/23998083241276021
Hui Jeong Ha, Youngbin Lee, Kyusik Kim, Sohyun Park, Jinhyung Lee
This paper introduces {spnaf} (spatial network autocorrelation for flows), an R package designed for the hotspot analysis of flow (e.g., human mobility, transportation, and animal movement) datasets based on Berglund and Karlström’s G index. We demonstrate the utility of the {spnaf} package through two example analyses by data forms: 1) bike-sharing trip patterns in Columbus, Ohio, USA, using polygon data, and 2) U.S. airports’ passenger travel patterns, using point data. The {spnaf} is available for download from the Comprehensive R Archive Network (CRAN), which contains a vignette and sample data/code for immediate use. This package addresses limitations in existing spatial analysis packages and emphasizes its efficiency in detecting flow hotspots. It is highly applicable in various urban and geographic data science applications. {spnaf} is still in its early stages and we hope that interested readers can contribute to the development and enhancement of the package.
本文介绍了{spnaf}(流动的空间网络自相关性),这是一个基于 Berglund 和 Karlström 的 G 指数设计的 R 软件包,用于对流动(如人类流动、交通和动物移动)数据集进行热点分析。我们通过两个数据形式的分析示例展示了 {spnaf} 软件包的实用性:1)美国俄亥俄州哥伦布市的共享单车出行模式(使用多边形数据);2)美国机场的旅客出行模式(使用点数据)。{spnaf}可从 R 综合存档网络(CRAN)下载,其中包含可立即使用的小节和样本数据/代码。该软件包解决了现有空间分析软件包的局限性,并强调其在检测流量热点方面的效率。它非常适用于各种城市和地理数据科学应用。{spnaf}目前仍处于早期阶段,我们希望感兴趣的读者能为软件包的开发和改进献计献策。
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引用次数: 0
Multidimensional factors correlated with population changes according to city size in Japan 日本城市规模与人口变化相关的多维因素
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-19 DOI: 10.1177/23998083241274381
Haruka Kato
Many developed countries need to plan urban policies based on multidimensional factors related to population change. However, empirical research has been inconsistent with respect to identifying these factors, including economic-, social-, and urban-planning-related factors. The purpose of this study is to clarify the nonlinear multidimensional factors that are correlated with population changes according to the city size. In the analysis, the population change rate was defined as the outcome variable, and 269 economic, social, and educational index (ESE index) were used as predictor variables. Data were stratified according to three city sizes. Using the ESE index, the XGBoost algorithm was used to analyze the nonlinear relationship between the population change rate and multidimensional data. As a key result, population changes were strongly correlated with social-related indicators, such as the population change rate among persons ages 0–14 years in small-sized cities, the natural population change rate in medium-sized cities, and the migration change rate in large-sized cities. Regarding the population decline, Japan has 1304 shrinking cities, which are primarily comprised of medium-sized and small-sized cities. In such cities, other than social-related factors, population changes correlated with the financial strength index as an economic-related factor in medium-sized cities and the designation of underpopulated areas as an urban-planning-related factor in small-sized cities. Among the multidimensional factors, cities of different sizes were characterized by factors other than social-related indicators. These multifaceted factors could provide preliminary insights for urban policymakers to explore various policy measures on which they need to focus, depending on the city’s size.
许多发达国家需要根据与人口变化相关的多维因素来规划城市政策。然而,在确定这些因素(包括经济、社会和城市规划相关因素)方面,实证研究并不一致。本研究旨在根据城市规模阐明与人口变化相关的非线性多维因素。在分析中,人口变化率被定义为结果变量,269 个经济、社会和教育指数(ESE 指数)被用作预测变量。数据按照三个城市规模进行分层。利用 ESE 指数,采用 XGBoost 算法分析人口变化率与多维数据之间的非线性关系。主要结果是,人口变化与社会相关指标密切相关,如小型城市 0-14 岁人口变化率、中型城市人口自然变化率和大型城市人口迁移变化率。在人口减少方面,日本有 1304 个萎缩城市,其中主要是中小城市。在这些城市中,除社会相关因素外,人口变化还与中型城市的经济相关因素--财政实力指数和小型城市的城市规划相关因素--人口不足地区的划定相关。在多维因素中,除社会相关指标外,不同规模的城市还存在其他因素。这些多维因素可为城市决策者提供初步启示,帮助他们根据城市规模探索需要重点关注的各种政策措施。
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引用次数: 0
Mapping pedestrian network level outdoor heat hazard distributions in Philadelphia 绘制费城行人网络级室外热危害分布图
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-19 DOI: 10.1177/23998083241274391
Xiaojiang Li
With the rise of global temperature, many cities are suffering from more and more frequent extreme heat in hot summers. Quantitative information on the spatial distributions of urban heat has become more and more important for extreme heat mitigation and adaptation in cities. This study first investigated the fine-level heat hazard distributions at the sidewalk and building block level from the pedestrian perspective in Philadelphia, Pennsylvania. The urban microclimate modeling based on a high-resolution urban geometrical model was used to generate the 1m resolution outdoor heat hazard map in the study area. The sidewalk map was overlaid on the generated high-resolution heat hazard map to estimate the sidewalk level heat hazard. Based on the sidewalk level heat hazard map, this study further calculated the heat hazard level in the 400m walkshed along sidewalks for each building block. The building level hazard data were then aggregated at the census tract level to compare with the socioeconomic and racial/ethnic variables. The result shows that neighborhoods with higher proportion of African Americans have a higher heat hazard level in Philadelphia. This study would provide new insights for developing more thermally comfortable and pedestrian-friendly neighborhoods in the context of climate change.
随着全球气温的升高,许多城市在炎热的夏季遭受越来越频繁的极端高温之苦。城市热量空间分布的定量信息对于城市极端高温的减缓和适应变得越来越重要。本研究首先从行人视角出发,调查了宾夕法尼亚州费城人行道和建筑街区层面的热量危害分布。基于高分辨率城市几何模型的城市小气候建模被用来生成研究区域 1 米分辨率的室外热危害地图。在生成的高分辨率热危害地图上叠加人行道地图,以估算人行道层面的热危害。在人行道热危害地图的基础上,本研究进一步计算了每个建筑街区沿人行道 400 米范围内的热危害水平。然后将建筑物级别的热危害数据汇总到人口普查区级别,与社会经济和种族/族裔变量进行比较。结果表明,在费城,非裔美国人比例较高的社区热危害水平较高。这项研究将为在气候变化背景下开发热舒适度更高、行人更友好的社区提供新的见解。
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引用次数: 0
The rhythm of risk: Exploring spatio-temporal patterns of urban vulnerability with ambulance calls data 风险的节奏:利用救护车呼叫数据探索城市脆弱性的时空模式
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-14 DOI: 10.1177/23998083241272095
Mikhail Sirenko, Tina Comes, Alexander Verbraeck
Urban vulnerability is affected by changing patterns of hazards due to climate change, increasing inequalities, rapid urban growth and inadequate infrastructure. While we have a relatively good understanding of how urban vulnerability changes in space, we know relatively little about the temporal dynamics of urban vulnerability. This paper presents a framework to assess urban vulnerability over time and space to address this gap. We apply the framework to Amsterdam, Rotterdam, and The Hague, the Netherlands. Using high-resolution, anonymised ambulance calls and socio-economic, built environment, and proximity data, we identify three temporal patterns: ’Midday Peaks’, ’Early Birds’, and ’All-Day All-Night’. Each pattern represents a unique rhythm of risk arising from the interaction of people with diverse demographic and socio-economic backgrounds and the temporal flow of their daily activities within various urban environments. Our findings also highlight the polycentric nature of modern Dutch cities, where similar rhythms emerge in areas with varying population densities. Through these case studies, we demonstrate that our framework uncovers the spatio-temporal dynamics of urban vulnerability. These insights suggest that a more nuanced approach is necessary for assessing urban vulnerability and enhancing preparedness efforts.
城市脆弱性受到气候变化、不平等现象加剧、城市快速发展和基础设施不足所导致的灾害模式变化的影响。虽然我们对城市脆弱性在空间上的变化有了相对深入的了解,但对城市脆弱性在时间上的动态变化却知之甚少。本文提出了一个评估城市脆弱性的时空框架,以弥补这一不足。我们将该框架应用于荷兰的阿姆斯特丹、鹿特丹和海牙。利用高分辨率的匿名救护车呼叫以及社会经济、建筑环境和邻近性数据,我们确定了三种时间模式:中午高峰"、"早起的鸟儿 "和 "全天候"。每种模式都代表了一种独特的风险节奏,这种风险节奏来自于不同人口和社会经济背景的人群之间的互动,以及他们在不同城市环境中日常活动的时间流。我们的研究结果还凸显了现代荷兰城市的多中心性质,在人口密度不同的地区也出现了类似的节奏。通过这些案例研究,我们证明了我们的框架揭示了城市脆弱性的时空动态。这些见解表明,有必要采用更细致的方法来评估城市脆弱性并加强备灾工作。
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引用次数: 0
Decoding Namboothiri illams of Kerala: A shape grammar approach 解码喀拉拉邦的 Namboothiri illams:形状语法方法
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-13 DOI: 10.1177/23998083241271457
Linas Fathima A, Chithra K
The mana/ illam is a courtyard house typology found in the southern Indian state of Kerala, specific to the elite Namboothiri Brahmin community, who are members of the highest caste in the Hindu hierarchy, noted for their scholarship and wealth. These are highly decorated palatial houses built using timber or exposed laterite with sloped gable roofing designed to survive the heavy monsoons, expressive of Kerala’s rich vernacular and traditional architecture. This paper describes the language of mana/illam using shape grammar. To formulate the shape grammar, 36 samples of mana/illams across Kerala were architecturally documented, analysed, and their characteristics and differences in typology were determined. Three typologies of mana/illams are identified; spatial configurations, proportions, and hierarchy are examined, from which the vocabulary and rulesets for the shape grammar are formulated. Sixty-eight shape rules are defined across 20 stages. Sixty plan typologies of mana/illam are generated to illustrate the grammar.
Mana/ illam 是印度南部喀拉拉邦的一种庭院式房屋类型,是印度教最高种姓南博蒂里婆罗门精英社区的特有建筑,他们以学术和财富著称。这些装饰华丽的宫殿式房屋使用木材或裸露的红土建造,屋檐倾斜,旨在抵御季风的侵袭,展现了喀拉拉邦丰富的乡土和传统建筑风格。本文使用形状语法描述了马纳/伊拉姆语言。为了制定形状语法,我们对喀拉拉邦的 36 个马纳/illam 样品进行了建筑学记录和分析,并确定了它们在类型学上的特征和差异。确定了玛纳/岩的三种类型;研究了空间配置、比例和层次结构,并据此制定了形状语法的词汇和规则集。在 20 个阶段中定义了 68 种形状规则。生成了六十个 "法力"/"原型 "平面类型来说明语法。
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引用次数: 0
The Relative Probability of Facebook Friendship in the United States 美国 Facebook 好友关系的相对概率
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-12 DOI: 10.1177/23998083241272094
Shruthy Nair, Clio Andris
We mapped Facebook’s Social Connectedness Index (SCI) between adjacent counties in the Contiguous 48 U.S. States. The index is calculated as the number of Facebook friends between counties, divided by the product of active Facebook users in the two counties. The results follow regional science principles that tell us that fewer flows may occur across political (administrative) borders such as state boundaries, and between economic zones, including transition zones between metropolitan areas and hinterland boundaries. We also found low connectivity between adjacent counties that are divided by interstate highways and low connectivity within densely populated areas. High connectivity is found in rural areas, and areas of cultural significance, such as highly African American regions in the U.S. South and isolated regions in Appalachia.
我们绘制了美国 48 个毗邻州相邻县之间的 Facebook 社交联系指数 (SCI)。该指数的计算方法是:县与县之间的 Facebook 好友数除以两个县的 Facebook 活跃用户数的乘积。这些结果遵循了区域科学的原则,即跨越政治(行政)边界(如州边界)和经济区之间(包括大都市区和腹地边界之间的过渡区)的流动可能较少。我们还发现,被州际公路分割的相邻县之间的连通性较低,人口稠密地区内部的连通性也较低。在农村地区和具有重要文化意义的地区,如美国南部非洲裔美国人较多的地区和阿巴拉契亚偏僻地区,连接性较高。
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引用次数: 0
Accessibility derivative: Measuring the accessibility contribution of public transit routes 无障碍衍生品:衡量公共交通线路对无障碍环境的贡献
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-08-12 DOI: 10.1177/23998083241272098
Luyu Liu, Harvey J Miller
Accessibility is one of the most essential objectives of public transit systems as the transit service’s useability and service quality. The accessibility of transit systems as a whole is well understood; however, it is still unclear how each route contributes to the system-wide accessibility. Meanwhile, with a higher risk of disruptions and more uncertainties from climate change and other disruptions, there is an urgent need to systematically study the impacts of service change with the contribution of each route to general accessibility. To address this gap, we introduce the accessibility derivative, a model-agnostic measure of the contribution of each route in a transit system. We define the derivative of a route as the systemwide change in accessibility after removing the route from the system. We demonstrate how to calculate the derivative numerically from widely available public transit schedule and automated passenger count data. The measure reflects the inherent structure of a transit system and reveals the impacts of potential route-level service changes. The results provide firsthand evidence on public transit assessment and planning, including performance assessment, schedule redesign, and planning transfers.
无障碍是公共交通系统最基本的目标之一,因为它关系到公交服务的可用性和服务质量。人们对公交系统整体的可达性有了很好的理解,但仍不清楚每条线路对整个系统可达性的贡献。同时,随着气候变化和其他干扰因素带来的更高干扰风险和更多不确定性,迫切需要系统地研究服务变化的影响以及各条线路对总体可达性的贡献。为了弥补这一不足,我们引入了可达性导数,这是一种与模型无关的衡量公交系统中每条线路贡献的方法。我们将一条线路的导数定义为从系统中删除该线路后整个系统的可达性变化。我们演示了如何通过广泛可用的公共交通时刻表和自动乘客计数数据来计算导数。该指标反映了公交系统的内在结构,并揭示了潜在的线路级服务变化所带来的影响。这些结果为公共交通评估和规划提供了第一手证据,包括绩效评估、时刻表重新设计和换乘规划。
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引用次数: 0
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Environment and Planning B: Urban Analytics and City Science
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