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“MAPPING PUBLIC SPACE MICRO-OCCUPATIONS: Drone-Driven Predictions of Spatial Behaviors in Carapungo, Quito” "绘制公共空间微型占用图:无人机驱动的基多卡拉蓬戈空间行为预测"
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-06-20 DOI: 10.1177/23998083241262548
Víctor Cano-Ciborro, Ana Medina, Alejandro Burgueño, Mario González-Rodríguez, Daniel Díaz, María Rosa Zambrano
This study evaluates the spatial behavior of an intermodal transportation hub in Carapungo, one of the densest neighborhoods in Quito, Ecuador. This public infrastructure is deficient and lacks adequate equipment for the people who use, occupy, and transit within and around it, as well as for the numerous activities that occur, particularly at Carapungo’s Entry Park. Traditional methods for analyzing urban dynamics and land use are typically rigid and fail to grasp the complex and nonlinear nature of public spaces, especially in informal Global South cities. However, recent advancements in Artificial Intelligence and Machine Learning, combined with aerial drone videos, have enabled the modeling and prediction of urban dynamics beyond state regulations and formal planning. In this context, we developed a model using Computer Vision Technology and the YOLOv5 algorithm, incorporating Deep Learning training. The objective is twofold: firstly, to detect people, their movement and speed; and secondly, to produce “Occupancy” and “Count & Speed” cartographies that highlight commuters’ spatial patterns. These situated cartographies provide valuable insights into urban design, mobility, and interaction within a conflicted public space’s-built environment. The generated data offer planners and policymakers quantitative spatial information to consider local practices and dynamics in urban planning, particularly in situations of informality and insufficient urban infrastructure.
本研究对厄瓜多尔基多最密集的街区之一卡拉蓬戈的多式联运枢纽的空间行为进行了评估。该公共基础设施存在缺陷,缺乏足够的设备,无法满足人们在其内部和周围使用、居住和转运的需要,也无法满足众多活动的需要,尤其是在卡拉蓬戈入口公园。分析城市动态和土地利用的传统方法通常比较僵化,无法把握公共空间复杂和非线性的性质,尤其是在非正式的全球南部城市。然而,人工智能和机器学习领域的最新进展与无人机航拍视频相结合,使得对城市动态的建模和预测超越了国家法规和正式规划的范畴。在此背景下,我们利用计算机视觉技术和 YOLOv5 算法,结合深度学习训练,开发了一个模型。我们的目标有两个:首先,检测人员及其移动和速度;其次,制作 "占用率 "和 "计数& 速度 "地图,突出通勤者的空间模式。这些情景制图为城市设计、流动性和冲突公共空间建筑环境中的互动提供了宝贵的见解。生成的数据为规划者和决策者提供了量化的空间信息,以便在城市规划中考虑当地的实践和动态,尤其是在非正规性和城市基础设施不足的情况下。
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引用次数: 0
Spatial modelling of psychosocial benefits of favourite places in Denmark: A tale of two cities 丹麦最喜欢的地方的社会心理益处空间建模:两个城市的故事
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-06-01 DOI: 10.1177/23998083241255984
Prince M Amegbor, Rikke Dalgaard, Doan Nainggolan, Anne Jensen, Clive E Sabel, Toke E Panduro, Mira SR Jensen, Amanda E Dybdal, Marianne Puig
Living in urban areas is known to increase the risk of psychosocial disorders, including stress, depression, and anxiety. Existing studies suggest that experiential places, including places of interest or favourite places, can mitigate these negative effects on psychological and physical health often associated with urban living. This study aims to model the spatial patterns of the benefits derived from favourite locations in two cities in Denmark: an urban metropolitan area (the capital city) and a provincial commuter town. Additionally, it examines the influence of individual and household socioeconomic factors on the benefits derived from these favourite places. Employing an online Public Participatory Geographic Information System (PPGIS) approach, data on favourite locations, derived benefits, and socioeconomic characteristics of 1400 respondents were collected. Bayesian modelling with Stochastic Partial Differential Equations under the Integrated Nested Laplace Approximation framework (INLA-SPDE) was utilized to predict the spatial patterns of four types of benefits – restorative, physical activity, socializing, and cultural – associated with enjoying favourite places in the two municipalities. This geostatistical approach allows for the identification of specific locations within the cities with perceived benefits and areas lacking such benefits. The findings provide insights into potential inequalities in the spatial distribution of perceived benefits of favourite places in Copenhagen and Roskilde, thereby informing urban planning policies and programs aimed at addressing these disparities.
众所周知,生活在城市地区会增加患社会心理疾病的风险,包括压力、抑郁和焦虑。现有研究表明,体验性场所,包括兴趣场所或最喜爱的场所,可以减轻这些与城市生活相关的对心理和生理健康的负面影响。本研究旨在模拟丹麦两座城市(一个大都市区(首府城市)和一个省会通勤城市)中最喜欢的地点所带来的益处的空间模式。此外,本研究还探讨了个人和家庭社会经济因素对这些喜爱地点所带来的益处的影响。本研究采用在线公众参与地理信息系统(PPGIS)的方法,收集了 1400 名受访者有关最喜爱的地点、衍生利益和社会经济特征的数据。利用综合嵌套拉普拉斯近似框架下的随机偏微分方程(INLA-SPDE)建立贝叶斯模型,预测两个城市中与喜爱的地点相关的四种益处的空间模式--恢复性益处、体育活动益处、社交益处和文化益处。通过这种地理统计方法,可以确定城市中具有可感知益处的具体地点和缺乏此类益处的地区。研究结果使人们深入了解了哥本哈根和罗斯基勒最喜欢的地方在空间分布上可能存在的不平等现象,从而为旨在解决这些不平等现象的城市规划政策和计划提供了参考。
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引用次数: 0
Relationship between the built environment and urban vitality of Nanjing’s central urban area based on multi-source data 基于多源数据的南京中心城区建筑环境与城市活力之间的关系
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-05-31 DOI: 10.1177/23998083241256246
Jiarui Qin, Ziyang Wang, Yehua Sheng, Li Xue, Xiaolan Cai, Ka Zhang
Urban vitality reflects the dynamism, openness, available resources, and linkages between different elements in a city. Many studies have focused on the relationship between urban vitality and the built environment, which can benefit urban planners. Based on multi-source data, this study incorporates the aspects of economy, society, culture, and innovation to comprehensively measure urban vitality. Recognizing the significant influence of the built environment on urban vitality, this paper takes Nanjing as the study area. It explores the relationship between urban vitality and the built environment using ordinary least squares and multi-scale geographically weighted regression models based on multi-source data. The results reveal multi-centered urban vitality within Nanjing’s central urban area, which gradually decreases outwards from the city center. Particularly, the southern region has a higher comprehensive vitality than the northern region. While differences in vitality between dimensions are evident, an overall consistent pattern emerges. The spatial distribution of influence varies across different spatial factor. The method provided in this study gives a new view of urban vitality measurement and evaluation.
城市活力反映了一个城市的活力、开放性、可用资源以及不同要素之间的联系。许多研究都关注城市活力与建筑环境之间的关系,这对城市规划者大有裨益。本研究基于多源数据,结合经济、社会、文化和创新等方面,全面衡量城市活力。考虑到建筑环境对城市活力的重要影响,本文以南京为研究区域。基于多源数据,采用普通最小二乘法和多尺度地理加权回归模型,探讨了城市活力与建筑环境之间的关系。研究结果表明,城市活力在南京中心城区呈多中心分布,并从中心城区向外逐渐递减。其中,南部地区的综合活力高于北部地区。虽然不同维度的活力存在明显差异,但总体上呈现出一致的模式。不同空间因素的影响力空间分布各不相同。本研究提供的方法为城市活力的测量和评价提供了一种新的视角。
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引用次数: 0
From city center to suburbs: Developing a timeline-based TOD assessment model to explore the dynamic changes in station areas of Tokyo metropolitan area 从市中心到郊区:开发基于时间轴的 TOD 评估模型,探索东京都车站区域的动态变化
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-05-31 DOI: 10.1177/23998083241258240
Weiyao Yang, Wanglin Yan, Lihua Chen, Haopeng Li
Transit-Oriented Development (TOD) is regarded as a planning concept for urban sustainable development that has been increasingly embraced worldwide in recent years. However, scholars rarely assess the sustainability of Transit-Oriented Development (TOD) station areas over a period of time. This study, building upon the existing TOD assessment model based on node-place-ecology, introduces the concepts of “low-carbon cities” and a “timeline-based.” Focuses on whether the three dimensions of TOD station areas—node, place, and carbon—are dynamically balanced over time towards sustainable development. More specifically, this study starting from a micro-level perspective, takes the 70 stations on the Odakyu line as a clue, a railway that spans Tokyo and Kanagawa, aiming to develop a quantitative assessment model for sustainable TOD based on node-place-carbon, and to summarize the spatial dynamic changes of the 70 station areas in the Tokyo metropolitan area from 2011 to 2019 through the principles of sustainable development line (SDL) and K-means cluster analysis. The results indicate that after 8 years, the overall development of the station areas is moving towards sustainability, but there are still some station areas that deviate to some extent. And also, we observed that the trend of monopolization in the central station areas of the Tokyo metropolitan area is continuously strengthening. We believe that the sustainable assessment model developed in this study can provide constructive reference for the planning and design of cities, especially metropolitan areas, around the world.
以公交为导向的发展(TOD)被视为城市可持续发展的规划理念,近年来在世界范围内得到越来越多的认可。然而,学者们很少对公交导向开发(TOD)车站区域在一段时间内的可持续性进行评估。本研究在现有的基于节点-地点-生态的 TOD 评估模型基础上,引入了 "低碳城市 "和 "基于时间线 "的概念。重点关注 TOD 站点区的三个维度--节点、地点和碳--是否随着时间的推移朝着可持续发展的方向动态平衡。具体而言,本研究从微观视角出发,以横跨东京和神奈川的小田急线上的 70 个车站为线索,旨在建立一个基于节点-地点-碳的可持续 TOD 定量评估模型,并通过可持续发展线(SDL)原理和 K-means 聚类分析,总结出 2011 年至 2019 年东京都内 70 个车站区域的空间动态变化。结果表明,经过 8 年的发展,车站区域的整体发展正朝着可持续的方向发展,但仍有部分车站区域出现了一定程度的偏差。此外,我们还观察到,东京都中心车站区域的垄断趋势正在不断加强。我们相信,本研究开发的可持续评估模型可以为世界各地的城市,尤其是大都市区的规划和设计提供建设性的参考。
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引用次数: 0
How accessible are cities for visually impaired pedestrians? A case of Greater London 城市对视障行人的无障碍程度如何?大伦敦地区的案例
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-05-30 DOI: 10.1177/23998083241256402
Achituv Cohen, Sagi Dalyot, Asya Natapov, Trisalyn Nelson
Urban planning and design aim to encourage active mobility by promoting various models that assess a city’s transportability and accessibility. In practice, these models are not attuned to a huge part of the population that have mobility impairments, therefore they uphold a flawed city design and prevent these populations from being an equal part of the inclusive city vision. We suggest an approach to develop new visually impaired mobility accessibility indices of urban space using open-source geospatial data and showcase them across different wards and boroughs in Greater London. Results show the various urban accessibility levels for visually impaired pedestrians, pointing to existing problems this community faces when navigating the city, such as challenging street network connectivity and dangerous walking areas. These indices can be used for more inclusive city planning and design, enhancing urban mobility and walkability equality, and improving this community’s quality of life.
城市规划和设计旨在通过推广各种评估城市交通便利性和可达性的模型来鼓励积极的流动性。在实践中,这些模型并不适合大部分行动不便的人群,因此它们坚持了有缺陷的城市设计,阻碍了这些人群成为包容性城市愿景的平等组成部分。我们提出了一种利用开源地理空间数据开发新的视障人士城市空间无障碍指数的方法,并在大伦敦地区的不同选区和行政区进行了展示。结果显示了视障行人的各种城市无障碍水平,指出了该群体在城市中穿行时面临的现有问题,如具有挑战性的街道网络连接和危险的步行区域。这些指数可用于更具包容性的城市规划和设计,提高城市流动性和步行平等性,改善该群体的生活质量。
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引用次数: 0
Location optimization of emergency medical services: Considering joint service coverage of ambulances and emergency centers 优化紧急医疗服务的位置:考虑救护车和急救中心的联合服务覆盖范围
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-05-29 DOI: 10.1177/23998083241253108
Weicong Luo, Jing Yao, Richard Mitchell, Xiaoxiang Zhang, Wenqiang Li
Emergency Medical Services (EMS) play an essential role in saving lives and improving health outcomes by offering immediate medical care to individuals who experience sudden illnesses or injuries. A complete EMS journey consists of two related trips: one from an EMS station to a scene (Trip 1), and the other from a scene to a definitive care location (Trip 2), where the service is coordinately provided by two types of facilities: EMS stations/ambulances and emergency centers (e.g., trauma centers or stroke centers) that are often affiliated with general hospitals. Current work on EMS location optimization considers only one trip (Trip 1 or Trip 2) which ignores the coordination between EMS stations and emergency centers, or the overall trip alone that overlooks the response time requirement. This paper proposed a spatial optimization model, the maximal coverage location problem based on joint coverage (MCLP-JC), for siting EMS stations and emergency centers simultaneously with a consideration of the two related trips. An empirical study of stroke center planning in Wuhan, China, is implemented to compare the proposed approach with the maximal coverage location problem based on overall coverage (MCLP-OC). The results demonstrate that the MCLP-JC can ensure more people being able to receive the first care from an ambulance within the response time requirement, which is critical to subsequent treatment at emergency centers and the odds of survival. The findings from the two scenarios regarding service relocation and expansion offer insights for future health facility planning.
紧急医疗服务(EMS)通过为突发疾病或受伤者提供即时医疗服务,在挽救生命和改善健康状况方面发挥着重要作用。一次完整的紧急医疗服务旅程包括两次相关的行程:一次是从紧急医疗服务站到现场(行程 1),另一次是从现场到最终护理地点(行程 2),其中由两类设施协调提供服务:急救站/救护车和急救中心(如创伤中心或中风中心)通常隶属于综合医院。目前有关急救中心位置优化的研究只考虑了一个行程(行程 1 或行程 2),忽略了急救站和急救中心之间的协调,或者只考虑了整个行程,忽略了响应时间要求。本文提出了一个空间优化模型,即基于联合覆盖的最大覆盖选址问题(MCLP-JC),用于同时考虑两个相关行程的急救站和急救中心的选址。通过对中国武汉市脑卒中中心规划的实证研究,将所提出的方法与基于整体覆盖的最大覆盖选址问题(MCLP-OC)进行了比较。结果表明,MCLP-JC 能确保更多的人在响应时间要求内得到救护车的第一时间救治,这对急救中心的后续治疗和生存几率至关重要。有关服务迁移和扩展的两种方案的研究结果为未来的医疗设施规划提供了启示。
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引用次数: 0
Compact city and urban planning: Correlation between density and local amenities 紧凑型城市和城市规划:密度与当地便利设施之间的关系
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-05-06 DOI: 10.1177/23998083241250264
Teemu Jama, Henrikki Tenkanen, Henrik Lönnqvist, Anssi Joutsiniemi
Many scholars and planners emphasise the role of compact cities in sustainable urban development. Compact urban form is seen as a way to encourage people, for example, to drive less and walk more, which reduces transport-related GHG emissions. This argument, however, is strongly dependent on local amenity development that can support such local living. In plan-making, a common practice is to try to ensure the realisation of services with a high Gross Floor Area (GFA) residential infill development to raise the local population density. In this paper we are seeking quantitative insight on the resolution under which urban density, as measured by GFA volume, correlates with the growth of urban amenities and liveability. Specifically, we are seeking the direction in which correlation changes when moving from a larger geographical scale (low resolution) towards a smaller scale (high resolution) of walkable reach. Our study shows a clear correlation between urban amenities and planned GFA at low-resolution scales, but that correlation decreases at higher-resolution scales (walkable neighbourhood level), indicating that urban amenities tend to cluster in different locations than density is planned. Based on these findings, we argue that, if the aim of urban planning is to foster the growth of local amenities, it should shift its focus towards larger patterns of urban development rather than emphasising GFA in detailed plan-making.
许多学者和规划者都强调紧凑型城市在城市可持续发展中的作用。例如,紧凑的城市形态被认为是鼓励人们少开车、多走路的一种方式,从而减少与交通相关的温室气体排放。然而,这一论点在很大程度上依赖于能够支持这种本地生活的本地设施发展。在规划制定过程中,通常的做法是通过高总建筑面积(GFA)的住宅填充开发来提高当地的人口密度,从而确保服务的实现。在本文中,我们希望从定量的角度了解,以建筑面积衡量的城市密度与城市设施的增长和宜居性之间的关系。具体来说,我们正在寻求从更大的地理范围(低分辨率)向更小的步行范围(高分辨率)移动时,相关性的变化方向。我们的研究表明,在低分辨率尺度上,城市设施与规划总建筑面积之间存在明显的相关性,但在高分辨率尺度上(可步行街区级别),这种相关性有所下降,这表明城市设施往往聚集在与规划密度不同的位置。基于这些发现,我们认为,如果城市规划的目的是促进当地便利设施的增长,那么就应该将重点转向更大的城市发展模式,而不是在详细规划中强调建筑面积。
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引用次数: 0
Walkability index for world heritage cities in developing countries 发展中国家世界遗产城市步行便利指数
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-05-01 DOI: 10.1177/23998083241250265
Liliana S Valverde-Caballero, Luis M Mendoza-Salazar, Cinthya L Butron-Revilla, Ernesto Suarez-Lopez, Jesus S Aguilar-Ruiz
Walkability principles are an important part in the planning process of cities that face urban problems such as gentrification, pollution, and decay of their built heritage. The proposed factors – connectivity, proximity, land use mix, and retail density – form a comprehensive framework for evaluating walkability that transcends the boundaries of historical cities. These factors, while initially identified within historical contexts, possess inherent qualities that render them universally adaptable to various urban landscapes. By leveraging these factors, urban planners gain insights into the intricate fabric of pedestrian experiences in cities. They serve as universal evaluative tools, applicable not only to historical cities but also to burgeoning metropolises and smaller urban centres. This work introduces a novel approach to assessing the Walkability Index for World Heritage Cities, utilizing a Multiple Criteria Spatial Decision Support System (GIS-MCDA) structured in four stages. The approached methodology is particularly valuable for governments and decision-makers in developing countries of the Global South, where limitations in data and available tools are common challenges. The insights gained from this study can guide the improvement of policies, enable more precise implementation of sustainable mobility infrastructure, and motivate the pursuit or maintenance of UNESCO World Heritage nominations. The case study focused on the Historical Centre of Arequipa, Peru, a city designated as a UNESCO World Heritage site. The results of this study demonstrate the effectiveness of the proposed approach in such contexts, owing to its specificity and the integration of both objective and subjective elements.
对于面临城市化、污染和建筑遗产衰落等城市问题的城市来说,步行性原则是规划过程中的一个重要组成部分。所提出的因素--连通性、邻近性、土地利用组合和零售密度--构成了一个评估步行适宜性的综合框架,它超越了历史城市的界限。这些因素虽然最初是在历史背景下确定的,但其固有的特质使它们普遍适用于各种城市景观。通过利用这些因素,城市规划者可以深入了解城市中错综复杂的行人体验结构。它们是通用的评估工具,不仅适用于历史名城,也适用于新兴大都市和较小的城市中心。这项工作介绍了一种评估世界遗产城市步行能力指数的新方法,该方法利用多标准空间决策支持系统(GIS-MCDA),分为四个阶段。这种方法对全球南部发展中国家的政府和决策者尤其有价值,因为这些国家面临的共同挑战是数据和可用工具的限制。从这项研究中获得的启示可以指导政策的改进,使可持续交通基础设施的实施更加精确,并推动对联合国教科文组织世界遗产提名的追求或维护。案例研究的重点是秘鲁阿雷基帕历史中心,这是一座被联合国教科文组织指定为世界遗产的城市。研究结果表明,由于其特殊性以及客观和主观因素的结合,所提议的方法在此类情况下非常有效。
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引用次数: 0
Aerial-terrestrial data fusion for fine-grained detection of urban clues 航空-地面数据融合用于精细探测城市线索
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-04-30 DOI: 10.1177/23998083241247870
Jessica Gosling-Goldsmith, Sarah Elizabeth Antos, Luis Miguel Triveno, Adam R Benjamin, Chaofeng Wang
Those who work in the design, development, and management of cities are often limited by the scarcity of data. Particularly in the Global South, urban databases may be insufficient, out of date, or simply not available. However, digital technology is making it possible to fill gaps and build substantial datasets using “urban clues,” or attributes, gathered in high-resolution imagery by sky- and street-based cameras. Aided by machine learning, it is possible to detect specific building characteristics (purpose, condition, size, material, and construction)—yielding an array of geolocated details about the built environment. The resulting composite view can be made available, as we have done, in an open-source portal for use in urban management. The insights gained in this way may help address common urban management challenges, such as locating homes vulnerable to hazards such as flooding or earthquakes, identifying urban sprawl and informal housing, prioritizing infrastructure investments, and guiding public program support. This approach has been applied in Colombia, Guatemala, Indonesia, Mexico, Paraguay, Peru, St Lucia, and St Maarten.
从事城市设计、开发和管理工作的人员往往受到数据匮乏的限制。特别是在全球南部,城市数据库可能不足、过时或根本无法获得。然而,数字技术正在使我们有可能利用天空和街道摄像头收集的高分辨率图像中的 "城市线索 "或属性来填补空白并建立大量数据集。在机器学习的辅助下,可以检测出具体的建筑物特征(用途、状况、大小、材料和结构)--产生一系列有关建筑环境的地理定位细节。由此产生的综合视图可以像我们所做的那样,通过一个开源门户网站提供给城市管理部门使用。通过这种方式获得的洞察力可帮助解决常见的城市管理难题,如确定易受洪水或地震等灾害影响的房屋位置、识别城市无序扩张和非正规住房、确定基础设施投资的优先次序以及指导公共项目支持。哥伦比亚、危地马拉、印度尼西亚、墨西哥、巴拉圭、秘鲁、圣卢西亚和圣马丁岛都采用了这种方法。
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引用次数: 0
Always growing? Mapping population change in urban China for 2010-2020 一直在增长?绘制 2010-2020 年中国城市人口变化图
IF 3.5 3区 经济学 Q2 ENVIRONMENTAL STUDIES Pub Date : 2024-04-27 DOI: 10.1177/23998083241249592
Xiang Liu, Jing Fan, Zongshi Liu
The geographic assessment of population changes provides fundamental insights into understanding urban development and addressing future urbanization challenges. In this graphic, we produced a Dorling cartogram to geo-visualize population changes at the city level across China between 2010 and 2020. The cartogram illustrates how internal migration fuels China’s growing population concentration and regional disparity, leading to significant population loss in lower administrative-level cities and escalating intercity imbalances across the country.
人口变化的地理评估为理解城市发展和应对未来城市化挑战提供了基本见解。在这幅图中,我们制作了一个 Dorling 制图,以地理可视化的方式展示 2010 年至 2020 年中国城市一级的人口变化。该图表说明了国内人口迁移是如何加剧中国人口集中和地区差距的,从而导致较低行政级别城市的人口大量流失,以及全国范围内城市间人口失衡的加剧。
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引用次数: 0
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