• Spectroscopy and Spectral Analysis
  • Vol. 29, Issue 12, 3353 (2009)
GUO Jie-bin*, HUANG Chong, WANG Hai-guang, SUN Zhen-yu, and MA Zhan-hong
Author Affiliations
  • [in Chinese]
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    DOI: Cite this Article
    GUO Jie-bin, HUANG Chong, WANG Hai-guang, SUN Zhen-yu, MA Zhan-hong. Disease Index Inversion of Wheat Stripe Rust on Different Wheat Varieties with Hyperspectral Remote Sensing[J]. Spectroscopy and Spectral Analysis, 2009, 29(12): 3353 Copy Citation Text show less

    Abstract

    It is becoming more and more important to use mixed wheat varieties to control wheat stripe rust. Different wheat varieties were planted in field and stripe rust was caused by artificial inoculation. Disease index (DI) was assessed and the canopy reflection data of wheat canopy were obtained by ASD FieldSpec HandHeld FR (325-1075 nm) made by ASD Company. The correlation analysis between DI and spectral data (reflectance and the first derivative) was conducted, and the estimation models between DI and reflection data (reflectance at 690 and 850 nm, SD r, NDVI and RVI) were built using linear regression method. The results showed that different combinations of wheat varieties had the similar variation at different disease index. DI has positive correlation with reflectance of wheat canopy in visible region, and has significant negative correlation in the near in frared region. DI has stable negative correlation with the first derivative in the region of 700-760 nm and with big fluctuation in other regions. The correlation was compared between DIand hyperspectral derivative index, and SDr has the best correlation with DI. DI estimation models were built based on the canopy reflectance at 690 and 850 nm, SDr, NDVI and RVI. The determinant coefficient of themodels is between 0.588 and 0.855, 0.669 and 0.911, 0.534 and 0.773, and 0.587 and 0.751, respectively, and all the models were fit well. The results indicated that DI of wheat stripe rust could be inverted using hyperspectral remote sensing technique and that the inversion effect was hardly in fluenced by the different combinations of wheat varieties.
    GUO Jie-bin, HUANG Chong, WANG Hai-guang, SUN Zhen-yu, MA Zhan-hong. Disease Index Inversion of Wheat Stripe Rust on Different Wheat Varieties with Hyperspectral Remote Sensing[J]. Spectroscopy and Spectral Analysis, 2009, 29(12): 3353
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