Journal of Geo-information Science, Volume. 22, Issue 2, 298(2020)

Method for Monitoring Daily Snow Cover based on Dynamic NDSI Thresholds

Yuyan SUN1...1,2,2, Lei ZHANG1,1,*, Shanlong LU1,1, and Hongchao LIU1,1,22 |Show fewer author(s)
Author Affiliations
  • 1Key Laboratory of Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
  • 1中国科学院空天信息创新研究院 数字地球重点实验室,北京 100094
  • 2School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
  • 2中国科学院大学 电子电气与通信工程学院,北京 100049
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    Figures & Tables(6)
    Location and elevation of the Sanjiangyuan eco- environmental protection zone
    Flowchart for snow monitoring by dynamic NDSI thresholds
    Regression analysis between MODIS NDSI thresholds and average NDSI of pure permanent snow
    Spatial differences of monitoring results by different monitoring methods based on the two-period data
    • Table 1. Landsat8-OLI images used for this study

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      Table 1. Landsat8-OLI images used for this study

      编号成像日期行列号编号成像日期行列号
      012013-11-04139036022013-11-06137035
      032013-11-15136035042013-11-22137036
      052013-11-29138036062013-12-01136037
      072013-12-03134036082013-12-08137035
      092013-12-28133036102014-10-31138036
      112014-11-09137035122014-11-13133036
      132014-11-16138035142014-12-02138035
      152014-12-29135037162014-12-31133036
      172015-01-09132036182015-02-06136037
      192015-01-21136037202015-03-21133036
      212015-04-22133035222015-11-16133036
      232015-11-28137036242016-01-08136036
      252016-01-17135037262016-02-04133036
      272016-10-17133036282016-10-22136037
      292016-10-31135037302016-12-04133037
      312017-01-01137036322017-01-05133036
      332017-02-04135037342017-04-30138036
      352017-10-27134036362017-11-01137036
      372017-11-05133036382017-11-08138036
      392017-11-12134036402017-11-19135036
      412017-12-30134035422018-01-01132036
      432018-03-29133036442018-11-07133037
      452018-11-21135037462018-11-23133036
      472018-12-25133036482018-11-30134036
      492018-12-16134035502019-01-01134036
    • Table 2. Monitoring accuracies based on dynamic NDSI thresholds versus the fixed NDSI threshold 0.33 (%)

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      Table 2. Monitoring accuracies based on dynamic NDSI thresholds versus the fixed NDSI threshold 0.33 (%)

      时间精度指标监测方法动态比固定NDSI阈值提高精度
      动态NDSI阈值固定NDSI阈值0.33
      2013-11-04近似率97.5882.4515.13
      总体分类精度94.5993.710.88
      F87.0583.303.75
      2013-11-22近似率85.7971.4214.37
      总体分类精度90.9588.332.62
      F79.2374.185.05
      2013-12-03近似率96.6693.942.72
      总体分类精度92.0791.750.32
      F87.8587.550.30
      2014-12-02近似率97.4297.420.00
      总体分类精度95.8595.850.00
      F92.5792.570.00
      2015-11-16近似率98.0194.643.37
      总体分类精度95.1094.630.47
      F96.5896.320.26
      2016-10-31近似率98.6894.354.33
      总体分类精度98.8398.150.68
      F99.3198.900.41
      2017-10-27近似率94.5992.552.04
      总体分类精度93.5893.120.46
      F93.2392.670.56
      2017-11-01近似率99.3592.317.04
      总体分类精度92.3091.850.45
      F89.3389.000.33
      2017-11-12近似率98.5697.980.58
      总体分类精度96.8496.700.14
      F96.9396.800.13
      2018-11-23近似率99.4997.342.15
      总体分类精度96.1395.150.98
      F97.8497.250.59
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    Yuyan SUN, Lei ZHANG, Shanlong LU, Hongchao LIU. Method for Monitoring Daily Snow Cover based on Dynamic NDSI Thresholds[J]. Journal of Geo-information Science, 2020, 22(2): 298

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    Paper Information

    Received: Mar. 26, 2019

    Accepted: --

    Published Online: Sep. 16, 2020

    The Author Email: ZHANG Lei (zhanglei@radi.ac.cn)

    DOI:10.12082/dqxxkx.2020.190139

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