Journal of Geo-information Science, Volume. 22, Issue 5, 1161(2020)

Study on Urban Spatiotemporal Expansion Pattern of Three First-class Urban Agglomerations in China Derived from Integrated DMSP-OLS and NPP-VIIRS Nighttime Light Data

Hesong DONG1...1, Renjie LI1,1,2,2,3,3,*, Jianming LI1,1, and Shuai LI11 |Show fewer author(s)
Author Affiliations
  • 1.河北师范大学资源与环境科学学院,石家庄 050024
  • 1School of Resources and Environment Science, Hebei Normal University, Shijiazhuang 050024, China
  • 2.河北省环境演变与生态建设实验室,石家庄 050024
  • 2Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang 050024, China
  • 3.河北省环境变化遥感识别技术创新中心,石家庄 050024
  • 3Hebei Innovation Center of Remote Sensing Technology for Environmental Change, Shijiazhuang 050024, China
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    Figures & Tables(11)
    The power function relation between DMSP-OLS and average DN values in corresponding region of NPP-VIIRS for 2012, 2013
    Spatial pattern of DMSP-OLS and NPP-VIIRS simulated data for part of the Beijing-Tianjin-Hebei, part of the Yangtze River Delta, part of the Pearl River Delta in 2012, 2013
    Corrected and simulated nighttime light images in three first-class urban agglomerations from 1992 to 2017
    Urban built-up area extraction results in three first-class urban agglomerations from 1992 to 2017
    Changes in urban spatial expansion scale of three first-class urban agglomerations from 1992 to 2017
    Changes in urban spatial expansion intensity of three first-class urban agglomerations from 1992 to 2017
    Gravity center shift of urban spatial expansion in three first-class urban agglomerations from 1992 to 2017
    Hotspot analysis of urban spatial expansion in three first-class urban agglomerations from 1992 to 2017
    • Table 1. Regression model coefficients for images mutual correction based on sensors

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      Table 1. Regression model coefficients for images mutual correction based on sensors

      数据集abcR
      F16→F15-0.001 4471.0910.9130.9309
      F15→F14-0.003 2021.0931.7660.8646
      F14→F120.003 4130.6282.7170.9564
      F12→F100.001 9060.8320.8860.9171
      F16→F180.004 2620.6730.7660.8955
    • Table 2. Correlation analysis between DMSP-OLS and NPP-VIIRS

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      Table 2. Correlation analysis between DMSP-OLS and NPP-VIIRS

      年份校正前校正后
      rRMSErRMSE
      20120.6618.80.885.3
      20130.6718.10.856.1
    • Table 3. Urban scale and extraction error from integrated nighttime light data (km2,km2,%,km2,%)

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      Table 3. Urban scale and extraction error from integrated nighttime light data (km2,km2,%,km2,%)

      年份京津冀城市群长三角城市群珠三角城市群
      统计全部差值仅市差值统计全部差值仅市差值统计全部差值仅市差值
      1992138914020.941390-0.86139814272.071405-1.544644660.434660.00
      1995145214640.831452-0.82157616434.251613-1.8354361713.636170.00
      200015821560-1.391537-1.47216621740.372147-1.24107310861.211085-0.09
      2005303230460.462956-2.95495950080.994859-2.98311131190.263118-0.03
      2010356437705.783624-3.87689772254.766957-3.71423645326.994502-0.66
      2015423142540.544039-5.05809683292.888006-3.88480952439.025238-0.10
      2017465347652.414438-6.86877795608.929167-4.11506855148.805488-0.47
      合计19 90320 2611.8019 436-4.0733 86935 3664.4234154-3.431930420 5776.5920 514-0.31
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    Hesong DONG, Renjie LI, Jianming LI, Shuai LI. Study on Urban Spatiotemporal Expansion Pattern of Three First-class Urban Agglomerations in China Derived from Integrated DMSP-OLS and NPP-VIIRS Nighttime Light Data[J]. Journal of Geo-information Science, 2020, 22(5): 1161

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    Paper Information

    Received: Nov. 23, 2019

    Accepted: --

    Published Online: Nov. 12, 2020

    The Author Email: LI Renjie (lrjgis@hebtu.edu.cn)

    DOI:10.12082/dqxxkx.2020.190711

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