• Journal of Geo-information Science
  • Vol. 22, Issue 5, 1161 (2020)
Hesong DONG1、1, Renjie LI1、1、2、2、3、3、*, Jianming LI1、1, and Shuai LI1、1
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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    DOI: 10.12082/dqxxkx.2020.190711 Cite this Article
    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 Copy Citation Text show less
    The power function relation between DMSP-OLS and average DN values in corresponding region of NPP-VIIRS for 2012, 2013
    Fig. 1. 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
    Fig. 2. 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
    Fig. 3. 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
    Fig. 4. 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
    Fig. 5. 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
    Fig. 6. 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
    Fig. 7. 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
    Fig. 8. Hotspot analysis of urban spatial expansion in three first-class urban agglomerations from 1992 to 2017
    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 1. Regression model coefficients for images mutual correction based on sensors
    年份校正前校正后
    rRMSErRMSE
    20120.6618.80.885.3
    20130.6718.10.856.1
    Table 2. Correlation analysis between DMSP-OLS and NPP-VIIRS
    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
    Table 3. Urban scale and extraction error from integrated nighttime light data (km2,km2,%,km2,%)
    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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