Title :
Three Dimensional Variability of Soil Electrical Conductivity Based on Electromagnetic Induction Approach
Author :
Li, H.Y. ; Li, F.H. ; Shi, Z. ; Huang, M.X.
Author_Institution :
Sch. of Tourism & Urban Manage., Jiangxi Univ. of Finance & Econ., Nanchang, China
Abstract :
In the present study, 56 soil apparent electrical conductivity(ECa) profiles, which inversed by the procedure that combine the EM38 linear model with Tikhonov regularization from aboveground EM38 measurements, were selected as the datum source of 3D spatial variability. First, the horizontal and vertical variogram were analyzed, respectively. Then, Combining the variograms, a 3-D an isotropic variogram was constructed which consisted of an isotropic nugget effect and three spherical models. 3D ordinary kriging method was used to predict the three dimensional spatial variability of ECa. Plume model was used to present ECa spatial distribution. The contour map of ECa, which with a high salinity level in the east corner and low salinity level in the west and northern corner of the field. In addition, the salinity increased with the increase of the soil depth at the vertical direction. Land use planting can be made more accurate for taking the salinity beneath a certain depth into account.
Keywords :
electrical conductivity; land use planning; soil; spatial variables measurement; 3D anisotropic variogram; 3D ordinary kriging method; EM38 linear model; Tikhonov regularization; apparent electrical conductivity contour map; datum source; electromagnetic induction approach; horizontal variogram; isotropic nugget effect; land use planting; plume model; soil apparent electrical conductivity profiles; soil depth; soil salinity level; three dimensional spatial variability; vertical variogram; Conductivity; Mathematical model; Predictive models; Sea measurements; Soil; Solid modeling; Three dimensional displays; EM38; soil salinity; three dimensional variability;
Conference_Titel :
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8432-4
DOI :
10.1109/AICI.2010.284