Journal of Geo-information Science, Volume. 22, Issue 4, 857(2020)

Effective Change Detection Approaches for Geographic National Condition Monitoring and Land Cover Map Updating

Peijun DU1,1,2,2,3,3、*, Xin WANG1,1,2,2,3,3, Yaping MENG1,1,2,2,3,3, Cong LIN1,1,2,2,3,3, Peng ZHANG1,1,2,2,3,3, and Gang LU2,2,4,4
Author Affiliations
  • 1School of Geography and Ocean Science, Nanjing University, Nanjing 210023,China
  • 1南京大学地理与海洋科学学院,南京 210023
  • 2Key Laboratory for Land Satellite Remote Sensing Applications of Ministry of Natural Resources, Nanjing University, Nanjing 210023, China
  • 2南京大学自然资源部国土卫星遥感应用重点实验室,南京 210023
  • 3Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China
  • 3江苏省地理信息资源开发与利用协同创新中心,南京 210023
  • 4Jiangsu Provincial Surveying and Mapping Engineering Institute, Nanjing 210013, China
  • 4江苏省测绘工程院,南京 210013
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    Figures & Tables(9)
    Technical route of change detection method based on statistics of change pixel
    Technical route of change detection method based on the pattern of geographic national census
    Technical route of updating geographic national census based on CDE
    True color composite remote sensing images, the vectors of geographic national census, and the reference maps of land cover changes in the study areas
    Change detection and change intensity of geographic national census based on statistics of change pixel
    Change detection map based on the pattern of geographic national census
    Updated geographic national census land cover maps based on high-resolution remote sensing image change detection
    • Table 1. Geographic national census based change detection results

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      Table 1. Geographic national census based change detection results

      基于变化像元统计的地理国情变化检测方法基于地理国情普查单元的变化检测方法
      研究区1研究区2研究区1研究区2
      OA/%93.6593.6869.3188.52
      Kappa系数0.54090.61680.13140.3767
    • Table 2. Accuracy of land cover updating results

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      Table 2. Accuracy of land cover updating results

      研究区1研究区2
      土地利用类型耕地0.86540.8173
      园地0.91850.7421
      林地0.83810.8377
      草地0.81820.7782
      房屋建筑0.92660.8123
      道路0.95790.9917
      构筑物0.59120.8872
      人工堆掘地0.93360.8006
      水体0.88100.8894
      总体精度0.89960.8613
      Kappa系数0.85980.8383
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    Peijun DU, Xin WANG, Yaping MENG, Cong LIN, Peng ZHANG, Gang LU. Effective Change Detection Approaches for Geographic National Condition Monitoring and Land Cover Map Updating[J]. Journal of Geo-information Science, 2020, 22(4): 857

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    Paper Information

    Received: Dec. 4, 2019

    Accepted: --

    Published Online: Nov. 12, 2020

    The Author Email: Peijun DU (peijun@nju.edu.cn)

    DOI:10.12082/dqxxkx.2020.190747

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