IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i5p567-d1380900.html
   My bibliography  Save this article

Analysis of Spatial and Temporal Changes and Drivers of Urban Sprawl in Xinjiang Based on Integrated DMSP-OLS and NPP-VIIRS Data

Author

Listed:
  • Luwei Wang

    (Ministry of Education Key Laboratory for Western Arid Region Grassland Resources and Ecology, College of Grassland Science, Xinjiang Agricultural University, Urumqi 830052, China
    These authors contributed equally to this work.)

  • Wenzhe Xu

    (College of Resources and Environment, Xinjiang Agricultural University, Urumqi 830052, China
    These authors contributed equally to this work.)

  • Xuan Xue

    (College of Resources and Environment, Xinjiang Agricultural University, Urumqi 830052, China)

  • Haowei Wang

    (College of Resources and Environment, Xinjiang Agricultural University, Urumqi 830052, China)

  • Zhi Li

    (State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China)

  • Yang Wang

    (Ministry of Education Key Laboratory for Western Arid Region Grassland Resources and Ecology, College of Grassland Science, Xinjiang Agricultural University, Urumqi 830052, China)

Abstract

The accelerated urbanization taking place across Xinjiang in recent years has vastly improved the quality of life for people living in the region. However, to achieve rational urban growth and sustainable regional development, a deeper understanding of the spatial and temporal patterns, spatial morphology, and driving factors of urban sprawl is crucial. Nighttime light (NTL) data provide a novel approach for studying the spatial and temporal changes in urban expansion. In this study, based on DMSP-OLS and NPP-VIIRS data, we analyze the spatiotemporal characteristics of urban changes using the standard deviation ellipse and employ the geographical detector to analyze the impact of natural environmental and socioeconomic factors on the dynamic rate of urban expansion. The results reveal the following. (1) The overall accuracy of urban area extraction is above 80%, and the urban area of Xinjiang has expanded about 9.1 times over the past 30 years. Further, the growth rate from 2007 to 2017 exceeds the growth rate from 1992 to 1997, with the center of gravity of urban development shifting to the southwest. (2) The 5a sliding average temperature and average annual precipitation in the study area in 1992–2022 are 6.08 °C and 169.72 mm, respectively, showing a decrease in the urbanization rate followed by an increase, due to a rise in temperature and precipitation levels. (3) By combining the results of geographical detector factor detection and interaction detection, precipitation is determined to be the main controlling factor, while air temperature and GDP are secondary factors. This study presents new findings on the correlation between urban spatial and temporal changes and climate in Xinjiang, thus providing a scientific reference for future research on urban expansion and natural environment evolution.

Suggested Citation

  • Luwei Wang & Wenzhe Xu & Xuan Xue & Haowei Wang & Zhi Li & Yang Wang, 2024. "Analysis of Spatial and Temporal Changes and Drivers of Urban Sprawl in Xinjiang Based on Integrated DMSP-OLS and NPP-VIIRS Data," Land, MDPI, vol. 13(5), pages 1-26, April.
  • Handle: RePEc:gam:jlands:v:13:y:2024:i:5:p:567-:d:1380900
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/5/567/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/13/5/567/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lei Kang & Siyou Xia, 2023. "Study on Urbanization Sustainability of Xinjiang in China: Connotation, Indicators and Measurement," IJERPH, MDPI, vol. 20(3), pages 1-20, January.
    2. Xueying Li & Di Long & Bridget R. Scanlon & Michael E. Mann & Xingdong Li & Fuqiang Tian & Zhangli Sun & Guangqian Wang, 2022. "Climate change threatens terrestrial water storage over the Tibetan Plateau," Nature Climate Change, Nature, vol. 12(9), pages 801-807, September.
    3. Ugur Ozturk & Elisa Bozzolan & Elizabeth A. Holcombe & Roopam Shukla & Francesca Pianosi & Thorsten Wagener, 2022. "How climate change and unplanned urban sprawl bring more landslides," Nature, Nature, vol. 608(7922), pages 262-265, August.
    4. Ram Avtar & Saurabh Tripathi & Ashwani Kumar Aggarwal, 2019. "Assessment of Energy–Population–Urbanization Nexus with Changing Energy Industry Scenario in India," Land, MDPI, vol. 8(8), pages 1-19, August.
    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. Ram Avtar & Netrananda Sahu & Ashwani Kumar Aggarwal & Shamik Chakraborty & Ali Kharrazi & Ali P. Yunus & Jie Dou & Tonni Agustiono Kurniawan, 2019. "Exploring Renewable Energy Resources Using Remote Sensing and GIS—A Review," Resources, MDPI, vol. 8(3), pages 1-23, August.
    2. Laura Devitt & Jeffrey Neal & Gemma Coxon & James Savage & Thorsten Wagener, 2023. "Flood hazard potential reveals global floodplain settlement patterns," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    3. Huping Wang & Zhao Wang & Haikui Yin & Chao Jin & Xiaogang Zhang & Langtao Liu, 2023. "CO 2 Flow Characteristics in Macro-Scale Coal Sample: Effect of CO 2 Injection Pressure and Buried Depth," Sustainability, MDPI, vol. 15(10), pages 1-20, May.
    4. Manish Ramaiah & Ram Avtar & Md. Mustafizur Rahman, 2020. "Land Cover Influences on LST in Two Proposed Smart Cities of India: Comparative Analysis Using Spectral Indices," Land, MDPI, vol. 9(9), pages 1-21, August.
    5. Zhu, Zichun & Fu, Congsheng & Wu, Huawu & Wu, Haohao & Zhang, Haixia & Cao, Yang & Xia, Ye, 2023. "What influences does grazing bring about to stream nutrient fluxes in alpine meadows?," Agricultural Water Management, Elsevier, vol. 289(C).
    6. Moritz Gamperl & John Singer & Carolina Garcia-Londoño & Lisa Seiler & Julián Castañeda & David Cerón-Hernandez & Kurosch Thuro, 2023. "Recommendations for Landslide Early Warning Systems in Informal Settlements Based on a Case Study in Medellín, Colombia," Land, MDPI, vol. 12(7), pages 1-22, July.
    7. Shamik Chakraborty & Ram Avtar & Raveena Raj & Huynh Vuong Thu Minh, 2019. "Village Level Provisioning Ecosystem Services and Their Values to Local Communities in the Peri-Urban Areas of Manila, The Philippines," Land, MDPI, vol. 8(12), pages 1-18, November.
    8. Cristian Henríquez & Robert Gilmore Pontius & Paulina Contreras, 2024. "Performance of CA_Markov and DINAMICA EGO models to evaluate urban risk in Antofagasta and Mejillones, Chile," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 120(9), pages 8411-8435, July.
    9. Kento Komatsubara & Alexander Ryota Keeley & Shunsuke Managi, 2023. "Revisiting the Value of Various Ecosystems: Considering Spatiality and Disaster Concern," Sustainability, MDPI, vol. 15(4), pages 1-27, February.
    10. Jean Nsabimana & Sabine Henry & Aloys Ndayisenga & Désiré Kubwimana & Olivier Dewitte & François Kervyn & Caroline Michellier, 2023. "Geo-Hydrological Hazard Impacts, Vulnerability and Perception in Bujumbura (Burundi): A High-Resolution Field-Based Assessment in a Sprawling City," Land, MDPI, vol. 12(10), pages 1-26, October.
    11. de Oliveira, Gisliany L.A. & Silva, Ivanovitch & Lima, Luciana & Costa, Daniel G., 2023. "A composite indicator of liveability based on sociodemographic and Uber quality service dimensions: A data-driven approach," Transport Policy, Elsevier, vol. 141(C), pages 97-115.
    12. Haiting Gu & Yue-Ping Xu & Li Liu & Jingkai Xie & Lu Wang & Suli Pan & Yuxue Guo, 2023. "Seasonal catchment memory of high mountain rivers in the Tibetan Plateau," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    13. Mahdi Motagh & Hossein Akhani, 2023. "The cascading failure of check dam systems during the 28 July 2022 Emamzadeh Davood flood in Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 4051-4057, April.
    14. Xiaodong Huang & Xiaoqian Liu & Ying Wang, 2024. "Spatio-Temporal Variations and Drivers of Carbon Storage in the Tibetan Plateau under SSP-RCP Scenarios Based on the PLUS-InVEST-GeoDetector Model," Sustainability, MDPI, vol. 16(13), pages 1-22, July.
    15. Kushanav Bhuyan & Kamal Rana & Joaquin V. Ferrer & Fabrice Cotton & Ugur Ozturk & Filippo Catani & Nishant Malik, 2024. "Landslide topology uncovers failure movements," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    16. Alessio Gatto & Stefano Clò & Federico Martellozzo & Samuele Segoni, 2023. "Tracking a Decade of Hydrogeological Emergencies in Italian Municipalities," Data, MDPI, vol. 8(10), pages 1-11, October.
    17. Yenan Wu & Di Long & Upmanu Lall & Bridget R. Scanlon & Fuqiang Tian & Xudong Fu & Jianshi Zhao & Jianyun Zhang & Hao Wang & Chunhong Hu, 2022. "Reconstructed eight-century streamflow in the Tibetan Plateau reveals contrasting regional variability and strong nonstationarity," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    18. Zhili Wang & Yadong Lei & Huizheng Che & Bo Wu & Xiaoye Zhang, 2024. "Aerosol forcing regulating recent decadal change of summer water vapor budget over the Tibetan Plateau," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    19. Lei Xu & Le Yang & Cai Lu & Qing Zeng & Shengling Zhou & Yongbing Yang & Shansi Liu & Zhaxijie Li & Yifei Jia & Guangchun Lei, 2023. "Impacts of Environmental Factors on Over-Wintering Aquatic Bird Communities in Yamzho Yumco Lake, China," Sustainability, MDPI, vol. 16(1), pages 1-13, December.
    20. Zihao Zheng & Zhifeng Wu & Yingbiao Chen & Zhiwei Yang & Francesco Marinello, 2020. "Detection of City Integration Processes in Rapidly Urbanizing Areas Based on Remote Sensing Imagery," Land, MDPI, vol. 9(10), pages 1-15, October.

    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:jlands:v:13:y:2024:i:5:p:567-:d:1380900. 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.