• DocumentCode
    498375
  • Title

    Spatial Variability of Soil Nutrient in Chongming of Shanghai, China by Using GIS and Kriging Method

  • Author

    Shen, Guangrong ; Qian, Zhenhua ; Xu, Jingjing ; Sarris, Apostolos

  • Author_Institution
    Lab. of Digital Agric., Shanghai Jiaotong Univ., Shanghai, China
  • Volume
    2
  • fYear
    2009
  • fDate
    19-21 May 2009
  • Firstpage
    479
  • Lastpage
    483
  • Abstract
    The spatial distributions and variability of the main nutrients in the topsoil of Chongming island of China are explored by using geostatistics combining with GIS. The multi-scale model is used to analyze the spatial pattern of soil nutrient factors based on the principle of Minimum Nugget Effect to ensure the stability of the interpolation model with the high interpolating accuracy. The result shows that AK and CEC distributed with a moderate variance while AN, TN, AP and OM with strong variance. CEC has an insignificant autocorrelation, contrasting to the significant autocorrelation of TN. Multi-scaled model can harmonize the dilemma of global generalization and local accuracy; the maps of soil nutrients can illustrate the distribution of them in the continuity of the soil surface. The coefficients of soil fertility calculated based on the spatial analysis indicate that the anisotropism of these factors were affected by the soil salinity to different extent.
  • Keywords
    geographic information systems; geophysics computing; soil; statistical analysis; vegetation; China; Chongming Island; Chongming island; GIS; Kriging Method; Minimum Nugget Effect; Shanghai; geographic information systems; geostatistics; interpolation model; multi-scale model; soil fertility coefficients; soil nutrient factors; soil salinity; spatial distribution; spatial pattern; spatial variability; topsoil; Agriculture; Autocorrelation; Geographic Information Systems; Intelligent systems; Interpolation; Rivers; Sampling methods; Soil; Systems biology; Uncertainty; GIS; Kriging interpolation; geostatistical analysis; soil nutrients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3571-5
  • Type

    conf

  • DOI
    10.1109/GCIS.2009.72
  • Filename
    5209380