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Article

Satellite-Observed Mismatch in Urban Growth and Population Dynamics: Implications for Sustainable Regional Planning in Guangdong Province

by
Fushan Zhang
1,2,
Chi Duan
1,2 and
Qingling Zhang
1,2,*
1
School of Aeronautics and Astronautics, Shenzhen Campus of Sun Yat-sen University, No. 66, Gongchang Road, Guangming District, Shenzhen 518107, China
2
Shenzhen Key Laboratory of Intelligent Microsatellite Constellation, Shenzhen Campus of Sun Yat-sen University, No. 66, Gongchang Road, Guangming District, Shenzhen 518107, China
*
Author to whom correspondence should be addressed.
Remote Sens. 2025, 17(13), 2217; https://doi.org/10.3390/rs17132217 (registering DOI)
Submission received: 7 May 2025 / Revised: 23 June 2025 / Accepted: 24 June 2025 / Published: 27 June 2025

Abstract

Understanding spatiotemporal mismatches between urban expansion and population dynamics is essential for guiding sustainable development in rapidly urbanizing regions. Using multi-source nighttime light (NTL) images and global settlement layers, this study investigates the settlement growth pattern and potential spatiotemporal mismatch with population distribution in Guangdong, China, from 1995 to 2019 at a 5-year interval. Specifically, population spatialization in urban and rural areas is separately mapped by adopting a population-based thresholding method, achieving strong agreement with the census record. Our analysis reveals distinct expansion patterns and mismatch conditions across Guangdong’s Core, Belt, and District subzones. The Core and District subzones primarily experienced infilling and edge-expansion urban growth, while the Belt subzone exhibited more dispersed spatial patterns. Notably, only 5 of 21 prefectures exhibited faster population growth than urban expansion, likely due to sustained migration driven by economic opportunities and advanced urbanization. Quantitatively, both urban expansion and population growth followed a Core, Belt, District order. Spatially, population-dominated areas were primarily clustered within 10 km of urban centers, while the District subzone extensively displayed overfilled settlements, indicating low-efficient land use. Temporally, urban growth relative to population in the Core subzone turned from slower pre-2000 to faster post-2000, followed by gradual deceleration, while the Belt subzone maintained balanced growth throughout the study period. The District subzone sustained faster urban growth from 2000 to 2019. Findings of the study provide an important reference for scientific urban planning and sustainable regional development, not only in Guangzhou but other rapidly urbanizing regions globally.
Keywords: urbanization; nighttime light; population spatialization; spatial consistency urbanization; nighttime light; population spatialization; spatial consistency

Share and Cite

MDPI and ACS Style

Zhang, F.; Duan, C.; Zhang, Q. Satellite-Observed Mismatch in Urban Growth and Population Dynamics: Implications for Sustainable Regional Planning in Guangdong Province. Remote Sens. 2025, 17, 2217. https://doi.org/10.3390/rs17132217

AMA Style

Zhang F, Duan C, Zhang Q. Satellite-Observed Mismatch in Urban Growth and Population Dynamics: Implications for Sustainable Regional Planning in Guangdong Province. Remote Sensing. 2025; 17(13):2217. https://doi.org/10.3390/rs17132217

Chicago/Turabian Style

Zhang, Fushan, Chi Duan, and Qingling Zhang. 2025. "Satellite-Observed Mismatch in Urban Growth and Population Dynamics: Implications for Sustainable Regional Planning in Guangdong Province" Remote Sensing 17, no. 13: 2217. https://doi.org/10.3390/rs17132217

APA Style

Zhang, F., Duan, C., & Zhang, Q. (2025). Satellite-Observed Mismatch in Urban Growth and Population Dynamics: Implications for Sustainable Regional Planning in Guangdong Province. Remote Sensing, 17(13), 2217. https://doi.org/10.3390/rs17132217

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