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author:

Yang, C. (Yang, C..) [1] | Yu, B. (Yu, B..) [2] | Chen, Z. (Chen, Z..) [3] | Song, W. (Song, W..) [4] | Zhou, Y. (Zhou, Y..) [5] | Li, X. (Li, X..) [6] | Wu, J. (Wu, J..) [7]

Indexed by:

Scopus

Abstract:

Urban development status is closely related to the urban economy, environment, ecology, and health. Spatial and socioeconomic processes are the two key aspects of urban development, so the absence of any of them will affect the assessment of urban development status. In this study, using both spatial and socioeconomic information from land cover data and nighttime light data, respectively, we proposed an exponential model, Spatial-Socioeconomic Urban Development Curve (SSUDC), to provide a quantitative expression of the relationship between the two key processes of urban development and analyze urban development status. The SSUDC was calculated from the artificial surface ratio at 1% intervals obtained from Globeland30 land cover data and the corresponding average NPP-VIIRS nighttime light radiance data, using a nonlinear least-squares method. We generated SSUDCs for 330 prefecture-level cities in Mainland China, 208 of which had coefficients of determination (R2) greater than 0.6. Taking Ordos and Guiyang as two typical examples, we analyzed the importance and advantages of SSUDC. The coefficients α and β of the exponential SSUDC were shown to indicate the base intensity socioeconomic activity and the concentration of socioeconomic activities, respectively, and can be used to reveal the urban socioeconomic development status and functional type of cities. At the internal urban level, the residuals of SSUDC can imply the demand for urban physical or economic construction in different areas of the city, and even the urban growth type, together with the distribution of the artificial surface ratio. In summary, the proposed SSUDC provides a simple way to combine the spatial and socioeconomic processes of urban development, which is beneficial to the analysis of urban development at different scales and a rewarding tool for urban planning. © 2019 by the authors.

Keyword:

Nighttime light; NPP-VIIRS; Spatial-socioeconomic urban development curve; Urban development

Community:

  • [ 1 ] [Yang, C.]Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai, 200241, China
  • [ 2 ] [Yang, C.]School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
  • [ 3 ] [Yu, B.]Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai, 200241, China
  • [ 4 ] [Yu, B.]School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
  • [ 5 ] [Chen, Z.]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National and Local Joint Engineering Research Center of Satellite Geospatial Information Technology, Fuzhou University, Fuzhou, 35002, China
  • [ 6 ] [Chen, Z.]The Academy of Digital China, Fuzhou University, Fuzhou, 350002, China
  • [ 7 ] [Song, W.]Department of Geography and Geosciences, University of Louisville, Louisville, KY 40292, United States
  • [ 8 ] [Zhou, Y.]Department of Geological and Atmospheric Sciences, Iowa State University, Ames, IA 50011, United States
  • [ 9 ] [Li, X.]Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai, 200241, China
  • [ 10 ] [Li, X.]School of Geographic Sciences, East China Normal University, Shanghai, 200241, China
  • [ 11 ] [Wu, J.]Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal University, Shanghai, 200241, China
  • [ 12 ] [Wu, J.]School of Geographic Sciences, East China Normal University, Shanghai, 200241, China

Reprint 's Address:

  • [Yu, B.]Key Laboratory of Geographic Information Science (Ministry of Education), East China Normal UniversityChina

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Source :

Remote Sensing

ISSN: 2072-4292

Year: 2019

Issue: 20

Volume: 11

4 . 5 0 9

JCR@2019

4 . 2 0 0

JCR@2023

ESI HC Threshold:137

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 43

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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