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

被引:85
作者
Liu, Xuan [1 ]
Li, Zehao [2 ]
Fu, Xinyi [1 ]
Yin, Zhengtong [3 ]
Liu, Mingzhe [4 ]
Yin, Lirong [5 ]
Zheng, Wenfeng [6 ]
机构
[1] Univ Elect Sci & Technol China, Sch Publ Affairs & Adm, Chengdu 611731, Peoples R China
[2] China Univ Geosci, Sch Informat Engn, Beijing 100083, Peoples R China
[3] Guizhou Univ, Coll Resource & Environm Engn, Guiyang 550025, Peoples R China
[4] Wenzhou Univ Technol, Sch Data Sci & Artificial Intelligence, Wenzhou 325000, Peoples R China
[5] Louisiana State Univ, Dept Geog & Anthropol, Baton Rouge, LA 70803 USA
[6] Univ Elect Sci & Technol China, Sch Automat, Chengdu 610054, Peoples R China
关键词
house vacancy rate; NPP-VIIRS; the Pearl River Delta; built-up area extraction; CHINA; CONSUMPTION; POVERTY;
D O I
10.3390/land12040831
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页数:21
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