DocumentCode
2122070
Title
Computer Based Geostatistical Strategies in Assessing of Spatial Variability of Agricultural Phosphorus on a Sugarbeet Field
Author
Karaman, M. Rüstü ; Susam, Tekin ; Yaprak, Servet ; Er, Fatih
Author_Institution
Dept. of Soil Sci. & Plant Nutr., Gaziosmanpasa Univ., Tokat
fYear
2009
fDate
3-5 April 2009
Firstpage
201
Lastpage
204
Abstract
Evaluating the computer based geostatiscial methods will eliminate the unequal soil phosphorus variability on agricultural fields. These methods may commonly be useable for simulation of spatial variability of agricultural phosphorus on these areas. It will be valuable for balanced phosphorus consumption by crops and reduced environmental pollution. In this study, topsoil (0-20 cm) and subsoil (20-40 cm) samples based on 20 times 20 m grids were collected from the plots under the sugarbeet plants. Plant samples were also collected from the same plots. The soil and plant samples were prepared for analysis. The data concerning with phosphorus levels were analyzed through Kriging interpolations, which are the computer based geostatistical methods. To achieve cross-validation, distribution percentages were formed by using all Kriging methods. As a result of cross validations, the best optimal method was found to be simple Kriging interpolation method for each data group (Ordinary RMS, plus or minus 6.38, Simple RMS, plus or minus 5.98 Universal RMS, plus or minus 6.41). By using this method, semivariogram models were tested, and exponential semivariogram model was found as the most suitable model for the experimental data group. Soil and plant phosphorus distribution faces were adequately determined by using selected simple Kriging interpolation method and suitable semivariogram model. These distribution faces were processed by software 3D analyst module to enable three dimensional mapping.
Keywords
agriculture; crops; geophysics computing; interpolation; phosphorus; soil; statistical analysis; Kriging interpolation method; P; agricultural phosphorus spatial variability; balanced phosphorus consumption; computer based geostatistical strategies; crops; distribution percentages; exponential semivariogram model; phosphorus distribution; reduced environmental pollution; software 3D analyst module; subsoil; sugarbeet field; three dimensional mapping; topsoil; unequal soil phosphorus variability; Agriculture; Crops; Environmental economics; Fertilizers; Geographic Information Systems; Geophysics computing; Interpolation; Plants (biology); Sampling methods; Soil; computer model; geostatistic; phosphorus; sugarbeet;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Management and Engineering, 2009. ICIME '09. International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-0-7695-3595-1
Type
conf
DOI
10.1109/ICIME.2009.70
Filename
5077027
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