Analysis of the evolution characteristics and driving factors of the three-dimensional morphology of the city space: A case study of Wuhan Main Urban Area

Li Bowen; Peng Mingjun; Tan Renchun

doi:10.13203/j.whugis20220800

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Li Bowen, Peng Mingjun, Tan Renchun. Analysis of the evolution characteristics and driving factors of the three-dimensional morphology of the city space: A case study of Wuhan Main Urban Area[J]. Geomatics and Information Science of Wuhan University. DOI: 10.13203/j.whugis20220800

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Analysis of the evolution characteristics and driving factors of the three-dimensional morphology of the city space: A case study of Wuhan Main Urban Area

Li Bowen^1,2,
Peng Mingjun^1,2, ,,
Tan Renchun^1,2

1. Wuhan Geomatics Institute, Wuhan 430010, China;
2. Technology Innovation Center for Real Scene 3D Construction and Refined Urban Governance of Ministry of Natural Resources of the People's Republic of China, Wuhan 430010, China

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Received Date: June 03, 2023
Available Online: July 11, 2023

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Objectives: To analyze the evolution of Wuhan's three-dimensional urban space and identify its driving factors to help solve urban problems caused by rapid expansion. Methods: The traditional architectural landscape indicators were used to analyze the general three-dimensional space structure of Wuhan from 2000 to 2018. An improved VHG ratio was then introduced to more accurately detect whether horizontal or vertical scale expansion occurred during the corresponding year interval. Finally, we employed a random forest model to construct a nonlinear model to identify the driving factors that have led to the current status of the city's three-dimensional space. Results: From 2000 to 2018, traditional architecture landscape indicators show that the city of Wuhan underwent an expansion in the three-dimensional city space features, and the construction of a large number of residential buildings is the direct cause of this situation. The improved VHG ratio indicates that the main urban area of Wuhan underwent significant vertical space expansion. In addition, our study reveals that subway and railway stations have played a significant role in driving the vertical scale expansion of the city's three-dimensional space. Conclusions: Our research successfully identified the evolution characteristics of the three-dimensional morphology of urban space in Wuhan and the driving factors behind it. The methods we used in this study, including traditional architectural landscape indicators, improved VHG ratio, and random forest model, can be applied to other cities to provide insights into their three-dimensional urban space evolution.

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[1]	National Bureau of Statistics. Statistical Chart of Economic and Social Development:Basic Population Statistics of Megacities in The Seventh National Population Census[J], QiuShi, 2018(18)(国家统计局.经济社会发展统计图表:第七次全国人口普查超大、特大城市人口基本情况[J].求是, 2018(18)).
[2]	Zhang, W, Li, W, Zhang, C, et al. Analyzing Horizontal and Vertical Urban Expansions in Three East Asian Megacities with the ss-comcrf Model[J]. Landscape and Urban Planning, 2018, 177:114-127..
[3]	Lee D, Choe H. Estimating the Impacts of Urban Expansion on Landscape Ecology:Forestland Perspective in the Greater Seoul Metropolitan Area[J]. Journal of Urban Planning&Development, 2011, 137(4):425-437.
[4]	Zhang P. Spatiotemporal Features of the Threedimensional Architectural Landscape in Qingdao, China[J]. Plos One, 2015, 10(9).
[5]	Qiao W, Liu Y, Wang Y, et al. Analysis on the Characteristics of Three-Dimensional Urban Space Expansion in Nanjing Since 2000.Geographical Research, 2015(4):666-676(乔伟峰,刘彦随,王亚华,等. 2000年以来南京城市三维空间扩展特征[J].地理研究, 2015(4):666-676).
[6]	Li X, Bai X, Li Z, et al. High-Resolution Image Building Extraction Based on Multi-level Feature Fusion Network[J]. Geomatics and Information Science of Wuhan University, 2022, 47(8):1236-1244(李星华,白学辰,李正军,等.面向高分影像建筑物提取的多层次特征融合网络[J].武汉大学学报(信息科学版), 2022, 47(8):1236-1244).
[7]	Wurm M, Taubenbock H, Esch T, et al. The Changing Face of Urban Growth:An Analysis Using Earth Observation Data[C] Joint Urban Remote Sensing Event., Sao Paulo, Brasilien, 2013.
[8]	Liao H, Wen Z. Extracting Urban Water Bodies from High-resolution Radar Images:Measuring the Urban Surface Morphology to Control for Radar's Double-bounce Effect[J]. International Journal of Applied Earth Observation and Geoinformation, 2020, 85.
[9]	Frolking S, Milliman T, Seto K, et al. A Global Fingerprint of Macro-scale Changes in Urban Structure from 1999 to 2009[J]. Environmental Research Letters, 2013, 8(2).
[10]	Li W, Zhang C, Willig M, et al. Bayesian Markov Chain Random Field Cosimulation for Improving Land Cover Classification Accuracy[J]. Mathmatical Geosciences, 2015, 47(2):123-148.
[11]	Zhang W, Li W, Zhang C, et al. Detecting Horizontal and Vertical Urban Growth from Medium Resolution Imagery and Its Relationships with Major Socioeconomic Factors[J]. International Journal of Remote Sensing, 2017, 38(12):3704-3734.
[12]	Shi L, Shao G, Cui S, et al. Urban Threedimensional Expansion and Its Driving Forces-a Case Study of Shanghai, China[J]. Chinese Geographical Science, 2009, 19(4):291-298.
[13]	Wang N, Chen Z, Li T, et al. Spatiotemporal Pattern Evolution and Influence Mechanism of Urban Vertical Expansion:A Case Study of Jiangsu Province, China[J]. Land, 2022, 11(3).
[14]	Zambon I, Colantoni A, Salvati L. Horizontal vs Vertical Growth:Understanding Latent Patterns of Urban Expansion in Large Metropolitan Regions[J]. Science of the Total Environment, 2019, 654:778-785.
[15]	Lu S. Characteristics and Driving Mechanism of Urban Space Expansion in Urumqi[J]. Geomatics and Information Science of Wuhan University, 2022, 47(7):1025-1034(卢世俊.乌鲁木齐城市空间扩展特征及驱动机制[J].武汉大学学报(信息科学版), 2022, 47(7):1025-1034).
[16]	Li L, Liu X, Ou J, et al. Spatial-temporal Changes and Mechanism Analysis of Urban 3D Expansion Based on Random Forest Model[J]. Geography and Geo-information Science, 2019(2):53-64(李柳华,刘小平,欧金沛,等.基于随机森林模型的城市扩张三维特征时空变化及机制分析[J].地理与地理信息科学, 2019(2):53-64).
[17]	Qin J, Fang C, Wang Y. The Three-dimensional Urban Growth Simulating Based on Cellar Automata[J], Journal of Geo-information Science, 2013, 15(5):662-671(秦静,方创琳,王洋.基于元胞自动机的城市三维空间增长仿真模拟[J].地球信息科学学报, 2013, 15(5):662-671).
[18]	Benguigui L, Czamanski D, Roth R. Modeling Cities in 3D:A Cellular Automaton Approach[J]. Environment and Planning. B, Planning and Design, 2008, 35:413-430.
[19]	Chen Y. An Extended Patch-based Cellular Automaton to Simulate Horizontal and Vertical Urban Growth Under the Shared Socioeconomic Pathways[J]. Computers, Environment and Urban Systems, 2022, 91:1-12.
[20]	He Q, Liu Y, Zeng C, et al. Simultaneously Simulate Vertical and Horizontal Expansions of a Future Urban Landscape:A Case Study in Wuhan, Central China[J]. International Journal of Geographical Information Science, 2017, 31(10):1-22.
[21]	Lin J, Huang B, Chen M, et al. Modeling Urban Vertical Growth Using Cellular Automata-Guangzhou as a Case Study[J]. Applied Geography, 2014, 53:172-186.
[22]	Salvati L, Zitti M, Sateriano A. Changes in City Vertical Profile as an Indicator of Sprawl:Evidence from a Mediterranean Urban Region[J]. Habitat International, 2013, 38:116-125.
[23]	Qin J, Fang C, Wang Y, et al. Evaluation of Threedimensional Urban Expansion:A Case Study of Yangzhou City, Jiangsu Province, China[J]. Chinese Geographical Science, 2015, 25(2):224-236.
[24]	Wang C, Dou W, Cheng Y, et al. Spatial Expansion and Driving Force in Jinan City in the Stage of Rapid Urbanization[J]. Scientia Geographica Sinica, 2020, 40(9):1513-1521(王成新,窦旺胜,程钰,等.快速城市化阶段济南城市空间扩展及驱动力研究[J].地理科学, 2020, 40(9):1513-1521).
[25]	Sun M, He H, Zhou B, et al. Imperviousness Change Analysis Tool (I-CAT) for Simulating Pixel-level Urban Growth[J]. Landscape&Urban Planning, 2014, 124:104-108.
[26]	Sun B, Zhao L, Study on the Spatial Characteristics of Urban Commercial Center:A Case study of Wuhan[C]//Proceedings of 2019 China Annual Conference on Urban Planning, 2019:391-401(孙冰洁,赵丽元.城市商业中心空间特征研究——以武汉主城区为例[C]//2019中国城市规划年会论文集, 2019:391-401).
[27]	Shi Y, Sun X, Zhu X, et al. Characterizing Growth Types and Analyzing Growth Density Distribution in Response to Urban Growth Patterns in Peri-urban Areas of Lianyungang City[J]. Landscape&Urban Planning, 2010, 98(4):425-433.
[28]	Banzhaf H S, Lavery N. Can the Land Tax Help Curb Urban Sprawl?Evidence from Growth Patterns in Pennsylvania[J]. Journal of Urban Economics, 2010, 67(2):169-179.
[29]	Li G, Sun S, Fang C. The Varying Driving Forces of Urban Expansion in China:Insights From a Spatial-temporal Analysis[J]. Landscape and Urban Planning, 2018, 174:63-77.
[30]	Chen J, Gao J, Wei Y, et al. Spatial Determinants of Urban Land Expansion in Large Chinese Cities:A Case Study of Nanjing City[J]. Scientia Geographica Sinica, 2013, 33(6):676-684(陈江龙,高金龙,魏也华,等.大都市区建设用地空间扩展机理研究——以南京市区为例[J].地理科学, 2013, 33(6):676-684).
[31]	Ministry of Housing and Urban-Rural Development. Code for Design of Civil Buildings[M]. Beijing:China building industry press, 2005(住房和城乡建设部.民用建筑设计通则[M].北京:中国建筑工业出版社, 2005).
[32]	Li X, Zhou W, Ouyang Z. Forty Years of Urban Expansion in Beijing:What Is the Relative Importance of Physical, Socioeconomic, and Neighborhood Factors?[J]. Applied Geography, 2013, 38(1):1-10
[33]	Müller K, Steinmeier C, Küchler M. Urban Growth along Motorways in Switzerland[J]. Landscape and Urban Planning, 2010, 98(1):3-12.
[34]	Lin T, Li X, Zhang G, et al. Dynamic Analysis of Island Urban Spatial Expansion and Its Determinants:A Case Study of Xiamen Island. Acta Geographica Sinica, 2010, 65(6):715-726.(吝涛,李新虎,张国钦,等.厦门岛城市空间扩张特征及其影响因素分析[J].地理学报, 2010, 65(6):715-726).
[35]	Auret L, Aldrich C. Interpretation of Nonlinear Relationships Between Process Variables by Use of Random Forests[J]. Minerals Engineering, 2012, 35:27-42.
[36]	Zhang M, Sun Y, Din R, et al. Integration of Land Use and Public Transportation:International Cases and Chinese Practices[M]. Beijing:China Building Industry Press, 2015.(张明,孙一民,丁日成,等.土地使用与公交整合的城市发展模式——国际案例和中国实践[M].北京:中国建筑工业出版社, 2015).
[37]	Feng Y. Research on Urban Land Development and the Disciplines of Urban Spatial Expansion in Wuhan since1990s[D]. Wuhan:The Dissertation for Master Degree of Huazhong University of Science and Technology,2007.(冯艳. 1990年代以来武汉城市土地开发及空间发展规律研究[D].武汉:华中科技大学, 2007).

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Analysis of the evolution characteristics and driving factors of the three-dimensional morphology of the city space: A case study of Wuhan Main Urban Area

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