IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i4p831-d1116307.html
   My bibliography  Save this article

Monitoring House Vacancy Dynamics in The Pearl River Delta Region: A Method Based on NPP-VIIRS Night-Time Light Remote Sensing Images

Author

Listed:
  • Xuan Liu

    (School of Public Affairs and Administration, University of Electronic Science and Technology of China, Chengdu 611731, China)

  • Zehao Li

    (School of Information Engineering, China University of Geosciences, Beijing 100083, China)

  • Xinyi Fu

    (School of Public Affairs and Administration, University of Electronic Science and Technology of China, Chengdu 611731, China)

  • Zhengtong Yin

    (College of Resource and Environment Engineering, Guizhou University, Guiyang 550025, China)

  • Mingzhe Liu

    (School of Data Science and Artificial Intelligence, Wenzhou University of Technology, Wenzhou 325000, China)

  • Lirong Yin

    (Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA 70803, USA)

  • Wenfeng Zheng

    (School of Automation, University of Electronic Science and Technology of China, Chengdu 610054, China)

Abstract

Urban spatial interaction integrates cities into closely related urban network systems in continuous urban regions. However, it also brings differentiation and has mutual negative impacts between each location. Unbalanced development is one such impacts and needs closely monitoring. The housing vacancy rate (HVR) in a continuous urban region is an important index in the unbalanced development of a continuous urban region since it indicates the uneven distribution of population and investment across cities. This study uses NPP-VIIRS NTL data and Landsat 8 OLT images to estimate HVRs at the district level. Additionally, this study tracks the spatial–temporal dynamics of HVR distributions in the Pearl River Delta (PRD) region. The comparison between the sampled HVRs and estimated HVRs verifies the effectiveness of the estimated HVRs in identifying dynamic changes in HVRs. This study has found that although overall decreasing HVRs are observed in the PRD, speculations and irrational real estate investment exist in cities on the west bank of the Pearl River Estuary and in some isolated districts in other cities. Furthermore, increasing proportions of vacant pixels in most cities indicate rising real estate development, requiring further supervision. This study suggests that more precise data and advanced techniques could help to improve the accuracy of the estimation techniques.

Suggested Citation

  • Xuan Liu & Zehao Li & Xinyi Fu & Zhengtong Yin & Mingzhe Liu & Lirong Yin & Wenfeng Zheng, 2023. "Monitoring House Vacancy Dynamics in The Pearl River Delta Region: A Method Based on NPP-VIIRS Night-Time Light Remote Sensing Images," Land, MDPI, vol. 12(4), pages 1-21, April.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:4:p:831-:d:1116307
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/4/831/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/12/4/831/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Min Xu & Chunyang He & Zhifeng Liu & Yinyin Dou, 2016. "How Did Urban Land Expand in China between 1992 and 2015? A Multi-Scale Landscape Analysis," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-19, May.
    2. Zhang, Chuanchuan & Jia, Shen & Yang, Rudai, 2016. "Housing affordability and housing vacancy in China: The role of income inequality," Journal of Housing Economics, Elsevier, vol. 33(C), pages 4-14.
    3. Martina Gentili & Joris Hoekstra, 2019. "Houses without people and people without houses: a cultural and institutional exploration of an Italian paradox," Housing Studies, Taylor & Francis Journals, vol. 34(3), pages 425-447, March.
    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. Meng, LingYan & Li, Jinshi, 2023. "Efficient natural resource rents and carbon taxes in BRICS green growth," Resources Policy, Elsevier, vol. 86(PA).
    2. Dong, Zhu & Shi, Hui, 2023. "Does natural resources efficiency provide roadmap for economic development in China? Evidence from econometric analysis," Resources Policy, Elsevier, vol. 86(PB).
    3. Yunxi Bai & Shanshan Wu & Yunjie Zhang, 2023. "Exploring the Key Factors Influencing Sustainable Urban Renewal from the Perspective of Multiple Stakeholders," Sustainability, MDPI, vol. 15(13), pages 1-21, July.
    4. Li, Na & Dilanchiev, Azer & Mustafa, Ghulam, 2023. "From oil and mineral extraction to renewable energy: Analyzing the efficiency of green technology innovation in the transformation of the oil and gas sector in the extractive industry," Resources Policy, Elsevier, vol. 86(PA).
    5. Rao, Yanchun & Wang, Xiuli & Li, Hengkai, 2024. "Forecasting electricity consumption in China's Pearl River Delta urban agglomeration under the optimal economic growth path with low-carbon goals: Based on data of NPP-VIIRS-like nighttime light," Energy, Elsevier, vol. 294(C).
    6. César Augusto Ruiz-Agudelo & Francisco Paula Gutiérrez-Bonilla, 2024. "The remnant natural capital of the Magdalena-Cauca basin: immense losses for the 80% of Colombian inhabitants," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 14(1), pages 135-153, March.
    7. Faiza Qayyum & Harun Jamil & Faiyaz Ali, 2023. "A Review of Smart Energy Management in Residential Buildings for Smart Cities," Energies, MDPI, vol. 17(1), pages 1-29, December.
    8. Gao, Jing & Zeng, Yiwu & Liu, Min, 2024. "Policy interventions and market innovation in rural China: Empirical evidence from Taobao villages," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1411-1429.
    9. Yan Yu & Wenjie Hu & Chunyu Dong & Xiao Gu & Bojan Obrenovic, 2023. "E-Commerce Development and Green Technology Innovation: Impact Mechanism and the Spatial Spillover Effect," Sustainability, MDPI, vol. 15(17), pages 1-21, August.
    10. Akinbowale Nathaniel Babatunde & Roseline Oluwaseun Ogundokun & Latifat Bukola Adeoye & Sanjay Misra, 2023. "Software Defect Prediction Using Dagging Meta-Learner-Based Classifiers," Mathematics, MDPI, vol. 11(12), pages 1-18, June.
    11. Chen, Xi & Liu, Binyi & Ma, Yali & Lv, Shuhui, 2023. "Building back greener: Promoting performance in natural resource markets for sustainable development," Resources Policy, Elsevier, vol. 86(PB).
    12. Kalli, Rajesh & Jena, Pradyot Ranjan & Timilsina, Raja Rajendra & Rahut, Dil Bahadur & Sonobe, Tetsushi, 2024. "Effect of irrigation on farm efficiency in tribal villages of Eastern India," Agricultural Water Management, Elsevier, vol. 291(C).
    13. Mohsin, Muhammad & Jamaani, Fouad, 2023. "Unfolding impact of natural resources, economic growth, and energy nexus on the sustainable environment: Guidelines for green finance goals in 10 Asian countries," Resources Policy, Elsevier, vol. 86(PB).

    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. John J. García & Daniel Mateo Cossio & Ricardo Mesa Urhan, 2017. "Efectos de mecanismos institucionales en el precio de la vivienda nueva en Medellín," Documentos de Trabajo de Valor Público 15658, Universidad EAFIT.
    2. Zhao, Qingbin & Li, Guoqiang & Gu, Xinhua & Lei, Chun Kwok, 2021. "Inequality hikes, saving surges, and housing bubbles," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 349-363.
    3. Gandhi, Sahil & Green, Richard K. & Patranabis, Shaonlee, 2022. "Insecure property rights and the housing market: Explaining India’s housing vacancy paradox," Journal of Urban Economics, Elsevier, vol. 131(C).
    4. Kyungmin Kim, 2020. "Income inequality and house prices in the United States: A panel VAR analysis," Economics Bulletin, AccessEcon, vol. 40(3), pages 2111-2120.
    5. Wei Hu & Shanggang Yin & Haibo Gong, 2022. "Spatial–Temporal Evolution Patterns and Influencing Factors of China’s Urban Housing Price-to-Income Ratio," Land, MDPI, vol. 11(12), pages 1-15, December.
    6. Antonello Monsù Scolaro & Stefania De Medici, 2021. "Downcycling and Upcycling in Rehabilitation and Adaptive Reuse of Pre-Existing Buildings: Re-Designing Technological Performances in an Environmental Perspective," Energies, MDPI, vol. 14(21), pages 1-23, October.
    7. Junhua Chen & Shufan Ma & Na Liu, 2023. "Multi-dimensional Housing Inequality Index: The Provincial Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(2), pages 633-654, January.
    8. Stephen Malpezzi, 2023. "Housing affordability and responses during times of stress: A preliminary look during the COVID‐19 pandemic," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 9-40, January.
    9. Wu, Yuzhe & Luo, Jiaojiao & Peng, Yi, 2020. "An optimization-based framework for housing subsidy policy in China: Theory and practice of housing vouchers," Land Use Policy, Elsevier, vol. 94(C).
    10. Chang Liu & Wei Xiong, 2018. "China's Real Estate Market," NBER Working Papers 25297, National Bureau of Economic Research, Inc.
    11. Sidong Zhao & Weiwei Li & Kaixu Zhao & Ping Zhang, 2021. "Change Characteristics and Multilevel Influencing Factors of Real Estate Inventory—Case Studies from 35 Key Cities in China," Land, MDPI, vol. 10(9), pages 1-29, September.
    12. Abebe Hailemariam & Sefa Awaworyi Churchill & Russell Smyth & Kingsley Tetteh Baako, 2021. "Income inequality and housing prices in the very long‐run," Southern Economic Journal, John Wiley & Sons, vol. 88(1), pages 295-321, July.
    13. Hu, Fox Z.Y. & Qian, Jiwei, 2017. "Land-based finance, fiscal autonomy and land supply for affordable housing in urban China: A prefecture-level analysis," Land Use Policy, Elsevier, vol. 69(C), pages 454-460.
    14. Chen, Jie & Hu, Mingzhi & Lin, Zhenguo, 2019. "Does housing unaffordability crowd out elites in Chinese superstar cities?," Journal of Housing Economics, Elsevier, vol. 45(C), pages 1-1.
    15. Bao Meng & Xuxi Wang & Zhifeng Zhang & Pei Huang, 2022. "Spatio-Temporal Pattern and Driving Force Evolution of Cultivated Land Occupied by Urban Expansion in the Chengdu Metropolitan Area," Land, MDPI, vol. 11(9), pages 1-17, September.
    16. Xu, Hangtian & Zhou, Yiming, 2019. "Public housing provision and housing vacancies in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 53(C), pages 1-1.
    17. Junhua Chen & Na Liu, 2022. "The impact of fiscal decentralization on the efficiency in social housing provision: Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3404-3418, December.
    18. Yaoxuan Huang & Victor Jing Li & Daikun Wang, 2024. "New town development and housing affordability: A case study in Hong Kong," Environment and Planning B, , vol. 51(3), pages 763-777, March.
    19. Wang, Zhaohua & Ma, Junhua & Zhang, Bin & Yang, Yuantao & Wang, Bo & Zhao, Wenhui, 2023. "Does high speed railway alleviate housing vacancy rates? Evidence from smart meter data of household electricity consumption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    20. Hao Xi & Lin Tang & Changchun Feng, 2022. "Research on the Measurement Method of Benchmark Price of Rental Housing," Land, MDPI, vol. 11(5), pages 1-15, May.

    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:12:y:2023:i:4:p:831-:d:1116307. 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.