Predicting Regional-Scale Soil Variability using a Single Calibrated Apparent Soil Electrical Conductivity Model

被引:39
|
作者
Harvey, Omar R. [1 ]
Morgan, Cristine L. S. [1 ]
机构
[1] Texas A&M Univ, Dept Soil & Crop Sci, College Stn, TX 77843 USA
基金
美国国家环境保护局;
关键词
CLAY CONTENT;
D O I
10.2136/sssaj2008.0074
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Multi-field/multi-season approaches used to calibrate apparent soil electrical conductivity (ECa) models for predicting soil spatial variability across large landscapes are time-consuming. In this study an alternative calibration approach was evaluated. The study was conducted on an agricultural watershed in Texas with the objectives of (i) assessing the contribution of different soil properties to ECa variability; and (ii) evaluating the feasibility of using a single calibration approach to predict sod variability across different fields. Of the soil properties measured, clay content contributed the greatest to ECa variability. The single calibration approach was used to calibrate an ECa-clay model using data from a designated calibration area (CA). When the calibrated model was used to predict clay content in four validation fields, prediction accuracies were between 2 and 4% clay. Accuracies were comparable with other methods indicating that the single-calibration approach was a suitable alternative to multi-field/multi-season calibration approaches.
引用
收藏
页码:164 / 169
页数:6
相关论文
共 50 条
  • [21] Characterizing soil spatial variability with apparent soil electrical conductivity Part II. Case study
    Corwin, DL
    Lesch, SM
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2005, 46 (1-3) : 135 - 152
  • [22] Comparison of Sampling Strategies for Characterizing Spatial Variability with Apparent Soil Electrical Conductivity Directed Soil Sampling
    Corwin, Dennis L.
    Lesch, Scott M.
    Segal, Eran
    Skaggs, Todd H.
    Bradford, Scott A.
    JOURNAL OF ENVIRONMENTAL AND ENGINEERING GEOPHYSICS, 2010, 15 (03) : 147 - 162
  • [23] Spatial variability and temporal stability of apparent soil electrical conductivity in a Mediterranean pasture
    Serrano, J. M.
    Shahidian, S.
    Marques da Silva, J.
    PRECISION AGRICULTURE, 2017, 18 (02) : 245 - 263
  • [24] Concurrent variability of soil moisture and apparent electrical conductivity in the proximity of olive trees
    Martinez, Gonzalo
    Laguna, Ana M.
    Vicente Giraldez, Juan
    Vanderlinden, Karl
    AGRICULTURAL WATER MANAGEMENT, 2021, 245
  • [25] Spatial variability and temporal stability of apparent soil electrical conductivity in a Mediterranean pasture
    J. M. Serrano
    S. Shahidian
    J. Marques da Silva
    Precision Agriculture, 2017, 18 : 245 - 263
  • [26] Delineating productivity zones on claypan soil fields using apparent soil electrical conductivity
    Kitchen, NR
    Sudduth, KA
    Myers, DB
    Drummond, ST
    Hong, SY
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2005, 46 (1-3) : 285 - 308
  • [27] SPATIAL VARIABILITY OF APPARENT ELECTRICAL CONDUCTIVITY AND SOIL PROPERTIES IN A COFFEE PRODUCTION FIELD
    Valente, Domingos S. M.
    De Queiroz, Daniel M.
    Pinto, Francisco De A. De C.
    Santos, Fabio L.
    Santos, Nerilson T.
    ENGENHARIA AGRICOLA, 2014, 34 (06): : 1224 - 1233
  • [28] Apparent soil electrical conductivity measurements in agriculture
    Corwin, DL
    Lesch, SM
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2005, 46 (1-3) : 11 - 43
  • [29] Soil apparent electrical conductivity and geographically weighted regression for mapping soil
    Terron, J. M.
    Marques da Silva, J. R.
    Moral, F. J.
    Garcia-ferrer, Alfonso
    PRECISION AGRICULTURE, 2011, 12 (05) : 750 - 761
  • [30] Soil apparent electrical conductivity and geographically weighted regression for mapping soil
    J. M. Terrón
    J. R. Marques da Silva
    F. J. Moral
    Alfonso García-Ferrer
    Precision Agriculture, 2011, 12 : 750 - 761