IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i4p548-d789460.html
   My bibliography  Save this article

Spatiotemporal Evolution and Relationship between Night Time Light and Land Surface Temperature: A Case Study of Beijing, China

Author

Listed:
  • Zhe Li

    (College of Resources and Environment, Shanxi Agricultural University, Taigu 030801, China)

  • Feng Wu

    (Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, No. 11, Datun Road, Chaoyang District, Beijing 100101, China)

  • Huiqiang Ma

    (Institute of Culture and Tourism, Shanxi University of Finance and Economic, Taiyuan 030012, China)

  • Zhanjun Xu

    (College of Resources and Environment, Shanxi Agricultural University, Taigu 030801, China)

  • Shaohua Wang

    (Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China)

Abstract

Rapid urbanization has triggered significant changes in urban land surface temperature (LST), which in turn affects urban ecosystems and the health of residents. Therefore, exploring the interrelationship between urban development and LST can help optimize the urban thermal environment and promote sustainable development. Based on remote sensing data from 2004–2019 within the sixth ring road of Beijing, this study investigates the spatiotemporal coupling law of night time light (NTL) and LST using an overall coupling model and analyzes the degree of coordination between them using a coordination model. The spatial response law between them was also analyzed using standard deviation ellipses and bivariate spatial autocorrelation. The results show that, from the perspective of spatiotemporal evolution, the spatial distributions of NTL and LST within the sixth ring road of Beijing were closely related from 2004 to 2019, although the overall coupling of NTL and LST was initially decreased and then continuously increased. From the perspective of coordination types, the main types of coordination between NTL and LST deteriorated over time. The increase in LST lagged behind NTL from 2004 to 2009 (heating hysteresis type), while LST increased ahead of NTL from 2014 to 2019 (heating advance type). This suggests that urban development became less efficient, while LST increases became more significant. In terms of correlation, NTL and LST showed significant positive correlation and spatial positive correlation; the correlation coefficient first decreased significantly and then continued to increase. From 2004 to 2009, the temperature increase caused by urbanization was suppressed due to the 2008 Beijing Olympics and related ecological protection policies, resulting in a significant decrease in the correlation coefficient between NTL and LST. From 2009 to 2019, short-term measures taken by Beijing during the Olympic Games were no longer effective, and the opposition between urban development and related policies made the policies increasingly less effective, thereby increasing the correlation coefficient between NTL and LST, and the increase in LST was more significant. This will greatly affect the urban ecological environment and residents’ health and make the previous government investment to suppress the temperature increase all in vain. This study can provide theoretical and practical support for the development of thermal environment optimization schemes and LST mitigation strategies in Beijing and other cities.

Suggested Citation

  • Zhe Li & Feng Wu & Huiqiang Ma & Zhanjun Xu & Shaohua Wang, 2022. "Spatiotemporal Evolution and Relationship between Night Time Light and Land Surface Temperature: A Case Study of Beijing, China," Land, MDPI, vol. 11(4), pages 1-24, April.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:4:p:548-:d:789460
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/4/548/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/11/4/548/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lei, Jiawei & Kumarasamy, Karthikeyan & Zingre, Kishor T. & Yang, Jinglei & Wan, Man Pun & Yang, En-Hua, 2017. "Cool colored coating and phase change materials as complementary cooling strategies for building cooling load reduction in tropics," Applied Energy, Elsevier, vol. 190(C), pages 57-63.
    2. Sutton, Paul C. & Costanza, Robert, 2002. "Global estimates of market and non-market values derived from nighttime satellite imagery, land cover, and ecosystem service valuation," Ecological Economics, Elsevier, vol. 41(3), pages 509-527, June.
    3. Yuli Yang & Mingguo Ma & Xiaobo Zhu & Wei Ge, 2020. "Research on spatial characteristics of metropolis development using nighttime light data: NTL based spatial characteristics of Beijing," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-20, November.
    4. Sun, Yeran & Wang, Shaohua & Zhang, Xucai & Chan, Ting On & Wu, Wenjie, 2021. "Estimating local-scale domestic electricity energy consumption using demographic, nighttime light imagery and Twitter data," Energy, Elsevier, vol. 226(C).
    5. Yang, Xiaoshan & Peng, Lilliana L.H. & Jiang, Zhidian & Chen, Yuan & Yao, Lingye & He, Yunfei & Xu, Tianjing, 2020. "Impact of urban heat island on energy demand in buildings: Local climate zones in Nanjing," Applied Energy, Elsevier, vol. 260(C).
    6. Nazanin Nasrollahi & Amir Ghosouri & Jamal Khodakarami & Mohammad Taleghani, 2020. "Heat-Mitigation Strategies to Improve Pedestrian Thermal Comfort in Urban Environments: A Review," Sustainability, MDPI, vol. 12(23), pages 1-23, November.
    7. Léopold T. Biardeau & Lucas W. Davis & Paul Gertler & Catherine Wolfram, 2020. "Heat exposure and global air conditioning," Nature Sustainability, Nature, vol. 3(1), pages 25-28, January.
    8. Young-Min Yang & Jae-Heung Park & Soon-Il An & Bin Wang & Xiao Luo, 2021. "Mean sea surface temperature changes influence ENSO-related precipitation changes in the mid-latitudes," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    9. Muhammad Majeed & Aqil Tariq & Muhammad Mushahid Anwar & Arshad Mahmood Khan & Fahim Arshad & Faisal Mumtaz & Muhammad Farhan & Lili Zhang & Aroosa Zafar & Marjan Aziz & Sanaullah Abbasi & Ghani Rahma, 2021. "Monitoring of Land Use–Land Cover Change and Potential Causal Factors of Climate Change in Jhelum District, Punjab, Pakistan, through GIS and Multi-Temporal Satellite Data," Land, MDPI, vol. 10(10), pages 1-17, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jiaxing Xin & Jun Yang & Dongqi Sun & Tianyu Han & Chunrui Song & Zhipeng Shi, 2022. "Seasonal Differences in Land Surface Temperature under Different Land Use/Land Cover Types from the Perspective of Different Climate Zones," Land, MDPI, vol. 11(8), pages 1-17, July.

    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. Patrick Lehnert & Madison Dell & Uschi Backes-Gellner & Eric Bettinger, 2024. "The Effect of Postsecondary Educational Institutions on Local Economies: A Bird’s-Eye View," NBER Working Papers 32679, National Bureau of Economic Research, Inc.
    2. Jinhui Ma & Haijing Huang & Mingxi Peng & Yihuan Zhou, 2024. "Investigating the Heterogeneity Effects of Urban Morphology on Building Energy Consumption from a Spatio-Temporal Perspective Using Old Residential Buildings on a University Campus," Land, MDPI, vol. 13(10), pages 1-24, October.
    3. Corral, Leonardo R. & Schling, Maja, 2017. "The impact of shoreline stabilization on economic growth in small island developing states," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 210-228.
    4. Yao Lu & Faisal Khaled Aldawood & Wanyu Hu & Yuxin Ma & Mohamed Kchaou & Chengjun Zhang & Xinpeng Yang & Ruitong Yang & Zitong Qi & Dong Li, 2023. "Optimization Strategy for Selecting the Combination Structure of Multilayer Phase Change Material (PCM) Glazing Windows under Different Climate Zones," Sustainability, MDPI, vol. 15(23), pages 1-24, November.
    5. Yan Xin & Dongchuan Wang & Lihui Zhang & Yingyi Ma & Xing Chen & Haiqing Wang & Hongyi Wang & Kangjian Wang & Hui Long & Hua Chai & Jianshe Gao, 2022. "Cooperative analysis of infrastructure perfection and residents’ living standards in poverty-stricken counties in Qinghai Province," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3687-3703, March.
    6. Juergen Bitzer & Erkan Goeren, 2018. "Foreign Aid and Subnational Development: A Grid Cell Analysis," Working Papers V-407-18, University of Oldenburg, Department of Economics, revised Mar 2018.
    7. Krittaya Sangkasem & Nattapong Puttanapong, 2022. "Analysis of spatial inequality using DMSP‐OLS nighttime‐light satellite imageries: A case study of Thailand," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(4), pages 828-849, August.
    8. Mohammed Iddrisu Kambala, 2023. "Colonial Origins of Comparative Development in Ghana," Journal of Development Studies, Taylor & Francis Journals, vol. 59(2), pages 188-208, February.
    9. Zhikun Ding & Rongsheng Liu & Zongjie Li & Cheng Fan, 2020. "A Thematic Network-Based Methodology for the Research Trend Identification in Building Energy Management," Energies, MDPI, vol. 13(18), pages 1-33, September.
    10. Xiaoxu, Xing & Qiangmin, Xi & Weihao, Shi, 2024. "Impact of urban compactness on carbon emission in Chinese cities: From moderating effects of industrial diversity and job-housing imbalances," Land Use Policy, Elsevier, vol. 143(C).
    11. Wang, Delu & Gan, Jun & Mao, Jinqi & Chen, Fan & Yu, Lan, 2023. "Forecasting power demand in China with a CNN-LSTM model including multimodal information," Energy, Elsevier, vol. 263(PE).
    12. De Luca, Giacomo & Hodler, Roland & Raschky, Paul A. & Valsecchi, Michele, 2018. "Ethnic favoritism: An axiom of politics?," Journal of Development Economics, Elsevier, vol. 132(C), pages 115-129.
    13. Jing Duan & Pu Shi & Yuanyuan Yang & Dongyan Wang, 2024. "Spatiotemporal Change Analysis and Multi-Scenario Modeling of Ecosystem Service Values: A Case Study of the Beijing-Tianjin-Hebei Urban Agglomeration, China," Land, MDPI, vol. 13(11), pages 1-21, October.
    14. Thomas McGregor & Samuel Wills, 2016. "Surfing A Wave Of Economic Growth," OxCarre Working Papers 170, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    15. Jérôme Ngao & Macarena L. Cárdenas & Thierry Améglio & Jérôme Colin & Marc Saudreau, 2021. "Implications of Urban Land Management on the Cooling Properties of Urban Trees: Citizen Science and Laboratory Analysis," Sustainability, MDPI, vol. 13(24), pages 1-17, December.
    16. Sajjad Hussain & Muhammad Mubeen & Wajid Nasim & Shah Fahad & Musaddiq Ali & Muhammad Azhar Ehsan & Ali Raza, 2023. "Investigation of Irrigation Water Requirement and Evapotranspiration for Water Resource Management in Southern Punjab, Pakistan," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    17. Paul A. RASCHKY, 2013. "Estimating the Effects of West Sumatra Public Asset Insurance Program on Short-Term Recovery after the September 2009 Earthquake," Working Papers DP-2013-35, Economic Research Institute for ASEAN and East Asia (ERIA).
    18. Zhuang, Chaoqun & Gao, Yafeng & Zhao, Yingru & Levinson, Ronnen & Heiselberg, Per & Wang, Zhiqiang & Guo, Rui, 2021. "Potential benefits and optimization of cool-coated office buildings: A case study in Chongqing, China," Energy, Elsevier, vol. 226(C).
    19. Alessio Mastrucci & Edward Byers & Shonali Pachauri & Narasimha Rao & Bas Ruijven, 2022. "Cooling access and energy requirements for adaptation to heat stress in megacities," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 27(8), pages 1-16, December.
    20. Doll, Christopher N.H. & Muller, Jan-Peter & Morley, Jeremy G., 2006. "Mapping regional economic activity from night-time light satellite imagery," Ecological Economics, Elsevier, vol. 57(1), pages 75-92, April.

    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:11:y:2022:i:4:p:548-:d:789460. 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.