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Comprehensive Evaluation and Analysis of Human Settlements’ Suitability in the Yangtze River Delta Based on Multi-Source Data

Author

Listed:
  • He Liu

    (School of Geography, Liaoning Normal University, Dalian 116029, China)

  • Xueming Li

    (School of Geography, Liaoning Normal University, Dalian 116029, China)

  • Yingying Guan

    (School of Resource and Environmental Sciences, Quanzhou Normal University, Quanzhou 362000, China)

  • Songbo Li

    (Normal College, Shenyang University, Shenyang 110044, China)

  • He Sun

    (National Marine Environmental Monitoring Center, Dalian 116023, China)

Abstract

The suitability of human settlements is critical for quality of life and regional development. As comprehensive evaluations and research on the suitability of human settlements are lacking, a comprehensive evaluation of human settlements in the Yangtze River Delta (YRD) was carried out in 2020 by combining natural and human environmental elements based on multi-source data such as digital elevation models, Landsat remote sensing images, meteorological station data, and points of interest, other multi-source data, and constructions of the human settlements’ suitability indexes. The results showed the following: (1) The spatial suitability of the natural environment in the YRD is significantly affected by the topographic conditions and distance from the sea, showing an increasing spatial differentiation from southwest to northeast, with Shanghai and Yancheng having the best natural environment suitability. (2) The suitability of the human environment in urban areas is better than that in non-urban areas and shows a decreasing trend from the south to the north circle. Shanghai, Zhoushan, and Huaibei have the best human environment suitability. (3) The comprehensive suitability of human settlements includes both the spatial differentiation characteristics of the suitability of natural and human environments. Shanghai and Zhoushan have the mosy comprehensive suitability for human settlements, while Huaibei and Xuzhou have the worst. (4) Land with a comprehensive suitability for human settlements of greater than 0.580 accounts for 23.60% of the total and contains 30.08% of the population and 32.31% of the economy, indicating that areas with a high suitability index have been fully utilized, and the populations and economies with human settlements suitability have a high degree of matching.

Suggested Citation

  • He Liu & Xueming Li & Yingying Guan & Songbo Li & He Sun, 2023. "Comprehensive Evaluation and Analysis of Human Settlements’ Suitability in the Yangtze River Delta Based on Multi-Source Data," IJERPH, MDPI, vol. 20(2), pages 1-18, January.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:2:p:1354-:d:1032729
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    as
    1. Ioannis Baraklianos & Louafi Bouzouina & Patrick Bonnel & Hind Aissaoui, 2020. "Does the accessibility measure influence the results of residential location choice modelling?," Transportation, Springer, vol. 47(3), pages 1147-1176, June.
    2. Jingzhong Li & Xiao Xie & Bingyu Zhao & Xiao Xiao & Bing Xue, 2022. "Spatio-Temporal Processes and Characteristics of Vegetation Recovery in the Earthquake Area: A Case Study of Wenchuan, China," Land, MDPI, vol. 11(4), pages 1-17, March.
    3. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    4. Benjamin Saitluanga, 2014. "Spatial Pattern of Urban Livability in Himalayan Region: A Case of Aizawl City, India," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(2), pages 541-559, June.
    5. Yongqiang Yin & Zhenxiao Xu, 2022. "The Coupling Synergy Effect of Economic and Environment in Developed Area: An Empirical Study from the Yangtze River Delta Urban Agglomeration in China," IJERPH, MDPI, vol. 19(12), pages 1-16, June.
    6. Wenjun Li & Peng Li & Zhiming Feng & Chiwei Xiao, 2022. "GIS-Based Modeling of Human Settlement Suitability for the Belt and Road Regions," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    7. Xueyan Xu & Jun Gao & Zhonghao Zhang & Jing Fu, 2019. "An Assessment of Chinese Pathways to Implement the UN Sustainable Development Goal-11 (SDG-11)—A Case Study of the Yangtze River Delta Urban Agglomeration," IJERPH, MDPI, vol. 16(13), pages 1-14, June.
    8. Meizi You & Riwen Lai & Jiayuan Lin & Zhesheng Zhu, 2021. "Quantitative Analysis of a Spatial Distribution and Driving Factors of the Urban Heat Island Effect: A Case Study of Fuzhou Central Area, China," IJERPH, MDPI, vol. 18(24), pages 1-19, December.
    9. Hejie Wei & Yingying Gao & Qing Han & Ling Li & Xiaobin Dong & Mengxue Liu & Qingxiang Meng, 2022. "Quality Evaluation and Obstacle Identification of Human Settlements in the Qinghai–Tibet Plateau Based on Multi-Source Data," Land, MDPI, vol. 11(9), pages 1-21, September.
    10. Shenzhen Tian & Bing Yang & Zhangli Liu & Xueming Li & Wei Zhang, 2022. "Coupling Coordination of Urban Pseudo and Reality Human Settlements," Land, MDPI, vol. 11(3), pages 1-21, March.
    11. Lu Yu & Dinglong Xie & Xiang Xu, 2022. "Environmental Suitability Evaluation for Human Settlements of Rural Residential Areas in Hengshui, Hebei Province," Land, MDPI, vol. 11(12), pages 1-19, November.
    12. Haixia Zhao & Xiang Gu & Tengjie Yang & Binjie Gu, 2022. "Evolutionary Logic and Development Foresight of Environmental Collaborative Governance Policy in the Yangtze River Delta," Land, MDPI, vol. 11(9), pages 1-21, August.
    13. Jinliang Jiang & Zhensheng Xu & Jiayi Lu & Dongqi Sun, 2022. "Does Network Externality of Urban Agglomeration Benefit Urban Economic Growth—A Case Study of the Yangtze River Delta," Land, MDPI, vol. 11(4), pages 1-19, April.
    14. Tiancheng Xie & Xinyan Liu & Pingjun Nie, 2022. "Study on Spatial–Temporal Patterns and Factors Influencing Human Settlement Quality in Beijing," Sustainability, MDPI, vol. 14(7), pages 1-23, March.
    15. Yingying Guan & Xueming Li & Jun Yang & Songbo Li & Shenzhen Tian, 2022. "Spatial differentiation of comprehensive suitability of urban human settlements based on GIS: a case study of Liaoning Province, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 4150-4174, March.
    16. Zhen Yang & Yang Hong & Qingbiao Guo & Xuexiang Yu & Mingsong Zhao, 2022. "The Impact of Topographic Relief on Population and Economy in the Southern Anhui Mountainous Area, China," Sustainability, MDPI, vol. 14(21), pages 1-20, November.
    17. Xueming Li & Songbo Li & Shenzhen Tian & Yingying Guan & He Liu, 2021. "Air Quality and the Spatial-Temporal Differentiation of Mechanisms Underlying Chinese Urban Human Settlements," Land, MDPI, vol. 10(11), pages 1-22, November.
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    1. Jingyi Zhang & Xiaoxiang Tang & Zhao Yu & Suwen Xiong & Fan Yang, 2024. "Water-Town Settlement Landscape Atlas in the East River Delta, China," Land, MDPI, vol. 13(2), pages 1-20, January.

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