IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i13p6056-d1692972.html
   My bibliography  Save this article

Spatiotemporal Dynamics and Driving Factors of Ecological Environment in Metropolitan Area Under Urban Spatial Structural Transformation

Author

Listed:
  • Jingyi Wang

    (School of Grassland Science, Beijing Forestry University, Beijing 100083, China)

  • Jinghan Wang

    (School of Land Science and Technology, China University of Geosciences (Beijing), Beijing 100083, China)

  • Jia Jia

    (School of Grassland Science, Beijing Forestry University, Beijing 100083, China)

  • Guangyong Li

    (School of Grassland Science, Beijing Forestry University, Beijing 100083, China)

Abstract

Urban areas and their surrounding regions play a pivotal role in supporting population concentration, economic activities, and social interaction in modern society. However, the accelerated pace of urbanization and economic expansion has led to increasing ecological and spatial imbalances, posing significant challenges to sustainable urban development and human well-being. Therefore, China has implemented territorial spatial zoning policies aimed at guiding urban spatial structure transformation and improving ecological environmental quality (EEQ). This study employed the improved remote sensing ecological index to analyze the spatiotemporal dynamics and driving mechanisms of EEQ in Beijing from 2000 to 2020. The findings revealed a significant spatial pattern where the EEQ in both summer and winter decreased from the surrounding ecological conservation areas towards the central city. Notably, the overall EEQ was consistently higher in summer than in winter. Regarding the aggregation patterns of EEQ, the ecological conservation areas exhibited more favorable concentration distributions during both seasons, whereas the plain and urban areas displayed poorer aggregation characteristics. Overall, evapotranspiration was the dominant positive factor influencing EEQ across all spatial zones. These results provide a robust scientific basis for promoting sustainable development and informed spatial planning in metropolitan regions.

Suggested Citation

  • Jingyi Wang & Jinghan Wang & Jia Jia & Guangyong Li, 2025. "Spatiotemporal Dynamics and Driving Factors of Ecological Environment in Metropolitan Area Under Urban Spatial Structural Transformation," Sustainability, MDPI, vol. 17(13), pages 1-22, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:13:p:6056-:d:1692972
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/13/6056/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/13/6056/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Maya Corridore & Rebeca de Jesús Crespo & Mariam Valladares-Castellanos & Thomas Douthat, 2025. "From the Mountains to the Beach: Water Purification Ecosystem Services and Recreational Beach Use in Puerto Rico," Sustainability, MDPI, vol. 17(6), pages 1-13, March.
    2. Ahmad, Najid & Du, Liangsheng & Lu, Jiye & Wang, Jianlin & Li, Hong-Zhou & Hashmi, Muhammad Zaffar, 2017. "Modelling the CO2 emissions and economic growth in Croatia: Is there any environmental Kuznets curve?," Energy, Elsevier, vol. 123(C), pages 164-172.
    3. Sebastian Fastenrath & Boris Braun, 2018. "Lost in Transition? Directions for an Economic Geography of Urban Sustainability Transitions," Sustainability, MDPI, vol. 10(7), pages 1-17, July.
    4. Olatz Azurza-Zubizarreta & Izaro Basurko-PerezdeArenaza & Eñaut Zelarain & Estitxu Villamor & Ortzi Akizu-Gardoki & Unai Villena-Camarero & Alvaro Campos-Celador & Iñaki Barcena-Hinojal, 2021. "Urban Energy Transitions in Europe, towards Low-Socio-Environmental Impact Cities," Sustainability, MDPI, vol. 13(21), pages 1-29, October.
    5. Chad W. Thackeray & Alex Hall & Jesse Norris & Di Chen, 2022. "Constraining the increased frequency of global precipitation extremes under warming," Nature Climate Change, Nature, vol. 12(5), pages 441-448, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ya Li & Hanqin Tian & Yuanzhi Yao & Hao Shi & Zihao Bian & Yu Shi & Siyuan Wang & Taylor Maavara & Ronny Lauerwald & Shufen Pan, 2024. "Increased nitrous oxide emissions from global lakes and reservoirs since the pre-industrial era," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    2. Ouyang, Yaofu & Li, Peng, 2018. "On the nexus of financial development, economic growth, and energy consumption in China: New perspective from a GMM panel VAR approach," Energy Economics, Elsevier, vol. 71(C), pages 238-252.
    3. Tomiwa Sunday Adebayo & Abraham Ayobamiji Awosusi & Seun Damola Oladipupo & Ephraim Bonah Agyekum & Arunkumar Jayakumar & Nallapaneni Manoj Kumar, 2021. "Dominance of Fossil Fuels in Japan’s National Energy Mix and Implications for Environmental Sustainability," IJERPH, MDPI, vol. 18(14), pages 1-20, July.
    4. Abdul Rehman & Hengyun Ma & Magdalena Radulescu & Crenguta Ileana Sinisi & Zahid Yousaf, 2021. "Energy Crisis in Pakistan and Economic Progress: Decoupling the Impact of Coal Energy Consumption in Power and Brick Kilns," Mathematics, MDPI, vol. 9(17), pages 1-15, August.
    5. Hideo Shiogama & Michiya Hayashi & Nagio Hirota & Tomoo Ogura & Hyungjun Kim & Masahiro Watanabe, 2025. "Combined emergent constraints on future extreme precipitation changes," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
    6. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    7. Chiu-Ming Hsiao, 2022. "Economic Growth, CO 2 Emissions Quota and Optimal Allocation under Uncertainty," Sustainability, MDPI, vol. 14(14), pages 1-26, July.
    8. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    9. Felix Nutakor & Sylvestre Bizumuremyi & Jinke Li & Wei Liu, 2020. "Does the Environmental Kuznets Curve for CO 2 Emissions Exist for Rwanda? Evidence from Bootstrapped Rolling-Window Granger Causality Test," Sustainability, MDPI, vol. 12(20), pages 1-11, October.
    10. Łukasz Nazarko & Eigirdas Žemaitis & Łukasz Krzysztof Wróblewski & Karel Šuhajda & Magdalena Zajączkowska, 2022. "The Impact of Energy Development of the European Union Euro Area Countries on CO 2 Emissions Level," Energies, MDPI, vol. 15(4), pages 1-12, February.
    11. Héctor F. Salazar-Núñez & Francisco Venegas-Martínez & José Antonio Lozano-Díez, 2022. "Assessing the interdependence among renewable and non-renewable energies, economic growth, and CO2 emissions in Mexico," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 12850-12866, November.
    12. Ibitowa, Stephen Adesina, 2023. "Nigeria’s Financial Sector Development and Crude Oil Exports: Is There a Link?," OSF Preprints 9em5v, Center for Open Science.
    13. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Does Renewable Energy Drive Sustainable Economic Growth? Multivariate Panel Data Evidence for EU-28 Countries," Energies, MDPI, vol. 10(3), pages 1-21, March.
    14. Koçak Emrah & Uzay Nısfet, 2019. "The effect of financial development on income inequality in Turkey: An estimate of the Greenwood-Jovanovic hypothesis," Review of Economic Perspectives, Sciendo, vol. 19(4), pages 319-344, December.
    15. Nor Salwati Othman & Nurul Hezlin Mohamed Hariri, 2021. "Estimating the Causality and Elasticities of Residential Electricity Consumption for Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 335-346.
    16. Wenqi Wu & Ming Li & George Q. Huang, 2025. "Optimal Recovery Mode for New Energy Vehicle Battery Recycling Under Government Policies," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(4), pages 2629-2642, June.
    17. Abdelaziz Boukhelkhal, 2022. "Energy use, economic growth and CO2 emissions in Africa: does the environmental Kuznets curve hypothesis exist? New evidence from heterogeneous panel under cross-sectional dependence," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 13083-13110, November.
    18. Cosimo Magazzino & Marco Mele, 2025. "A new machine learning algorithm to explore the CO2 emissions-energy use-economic growth trilemma," Annals of Operations Research, Springer, vol. 345(2), pages 665-683, February.
    19. Bingjie Xu & Ruoyu Zhong & Hui Qiao, 2020. "The impact of biofuel consumption on CO2 emissions: A panel data analysis for seven selected G20 countries," Energy & Environment, , vol. 31(8), pages 1498-1514, December.
    20. Luqman, Muhammad & Ahmad, Najid & Bakhsh, Khuda, 2019. "Nuclear energy, renewable energy and economic growth in Pakistan: Evidence from non-linear autoregressive distributed lag model," Renewable Energy, Elsevier, vol. 139(C), pages 1299-1309.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:13:p:6056-:d:1692972. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.