Spectroscopy and Spectral Analysis, Volume. 42, Issue 3, 859(2022)

Monitoring of Wheat Stripe Rust Based on Integration of SIF and Reflectance Spectrum

Wei-na DUAN1、*, Xia JING1、1; *;, Liang-yun LIU2、2;, Teng ZHANG1、1;, and Li-hua ZHANG3、3;
Author Affiliations
  • 11. College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China
  • 22. Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
  • 33. College of Arts and Sciences, Shanghai Maritime University, Shanghai 201306, China
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    Figures & Tables(9)
    Correlation between SIFP and DI in the canopy Note: extremely significant level of 0.1%, R0.001[50]=0.451, same as below
    Correlation between SIFP-NDVI and DI in canopy
    Correlation between SIFP-MTCI and DI in canopy
    Correlation between SIFP-NDVI*MTCI and DI in canopy
    Monitoring model of wheat stripe rust with SIFP as independent variable
    Monitoring model of wheat stripe rust with SIFP-NDVI as independent variable
    Monitoring model of wheat stripe rust with SIFP-MTCI as independent variable
    Monitoring model of wheat stripe rust with SIFP-NDVI*MTCI as independent variable
    • Table 1. Model accuracy test

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      Table 1. Model accuracy test

      组别数据处理SIFPSIFP-NDVISIFP-MTCISIFP-NDVI*MTCI
      Ⅰ组RMSE0.1140.1090.0750.053
      R20.8660.8770.9410.971
      Ⅱ组RMSE0.1200.1180.1150.108
      R20.8530.8590.8660.882
      Ⅲ组RMSE0.1140.1070.0960.093
      R20.8460.8670.8920.899
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    Wei-na DUAN, Xia JING, Liang-yun LIU, Teng ZHANG, Li-hua ZHANG. Monitoring of Wheat Stripe Rust Based on Integration of SIF and Reflectance Spectrum[J]. Spectroscopy and Spectral Analysis, 2022, 42(3): 859

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    Paper Information

    Category: Orginal Article

    Received: Jan. 31, 2021

    Accepted: Mar. 6, 2021

    Published Online: Apr. 19, 2022

    The Author Email: DUAN Wei-na (DWeiNa_98@163.com)

    DOI:10.3964/j.issn.1000-0593(2022)03-0859-07

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