• DocumentCode
    1897704
  • Title

    Study on quantitative retrieval of soil nutrients

  • Author

    Dong, Heng ; Chen, Chao ; Wang, Jinliang ; QIN, Qiming ; Jiang, Hongbo ; Zhang, Ning ; Liu, Mingchao

  • Author_Institution
    Inst. of Remote Sensing & Geographic Inf. Syst., Peking Univ., Beijing, China
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    3330
  • Lastpage
    3333
  • Abstract
    Soil spectral reflectance is affected by soil physicochemical characteristics and the physical basis of the soil remote sensing. Generally, the impact factors of the soil spectral features include water content, organic matter content, iron oxides content, physical composition and the parent material. In this study, a portable ASD FieldSpec Pro FR was used to collect the spectra of soil samples. The sensitive bands were selected by analyzing the relationship between nutrients and soil spectral features. Then the inversion models of soil nitrogen and organic were established by linear regression separately. The result showed that the content of soil nitrogen and soil organic can be well retrieved from remote sensing.
  • Keywords
    geochemistry; geophysical techniques; remote sensing; soil; iron oxides content; linear regression; organic matter content; physical composition; soil nitrogen; soil nutrients; soil physicochemical characteristics; soil remote sensing; soil spectral reflectance; water content; Biological system modeling; Linear regression; Nitrogen; Reflectivity; Remote sensing; Soil; Soil measurements; Linear regression method; Soil nutrients; Soil spectral reflectance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6049997
  • Filename
    6049997