Relating apparent electrical conductivity to soil properties across the north-central USA

Apparent electrical conductivity (EC"a) of the soil profile can be used as an indirect indicator of a number of soil physical and chemical properties. Commercially available EC"a sensors can efficiently and inexpensively develop the spatially dense datasets desirable for describing within-field spatial soil variability in precision agriculture. The objective of this research was to relate EC"a data to measured soil properties across a wide range of soil types, management practices, and climatic conditions. Data were collected with a non-contact, electromagnetic induction-based EC"a sensor (Geonics EM38) and a coulter-based sensor (Veris 3100) on 12 fields in 6 states of the north-central United States. At 12-20 sampling sites in each field, 120-cm deep soil cores were obtained and used for soil property determination. Within individual fields, EM38 data collected in the vertical dipole orientation (0-150cm depth) and Veris 3100 deep (0-100cm depth) data were most highly correlated. Differences between EC"a sensors were more pronounced on more layered soils, such as the claypan soils of the Missouri fields, due to differences in depth-weighted sensor response curves. Correlations of EC"a with clay content and cation exchange capacity (CEC) were generally highest and most persistent across all fields and EC"a data types. Other soil properties (soil moisture, silt, sand, organic C, and paste EC) were strongly related to EC"a in some study fields but not in others. Regressions estimating clay and CEC as a function of EC"a across all study fields were reasonably accurate (r^2>=0.55). Thus, it may be feasible to develop relationships between EC"a and clay and CEC that are applicable across a wide range of soil and climatic conditions.

[1]  Kenneth A. Sudduth,et al.  Comparison of electromagnetic induction and direct sensing of soil electrical conductivity , 2003 .

[2]  Bg Williams,et al.  The use of electromagnetic induction to detect the spatial variability of the salt and clay contents of soils , 1987 .

[3]  T. Miyamoto,et al.  Effects of Liquid-phase Electrical Conductivity, Water Content, and Surface Conductivity on Bulk Soil Electrical Conductivity1 , 1976 .

[4]  A. Apparao,et al.  Depth Of Investigation In Direct Current Methods , 1971 .

[5]  I. J. Van Wesenbeeck,et al.  ESTIMATING SPATIAL VARIATIONS OF SOIL WATER CONTENT USING NONCONTACTING ELECTROMAGNETIC INDUCTIVE METHODS , 1988 .

[6]  Christine M. Anderson-Cook,et al.  Differentiating Soil Types Using Electromagnetic Conductivity and Crop Yield Maps , 2002 .

[7]  Kenneth A. Sudduth,et al.  Mapping of sand deposition from 1993 midwest floods with electromagnetic induction measurements , 1996 .

[8]  Kenneth A. Sudduth,et al.  Soil Electrical Conductivity as a Crop Productivity Measure for Claypan Soils , 1999 .

[9]  Dennis L. Corwin,et al.  Determining Soil Electrical Conductivity-Depth Relations Using an Inductive Electromagnetic Soil Conductivity Meter1 , 1981 .

[10]  Kenneth A. Sudduth,et al.  Estimating depths to claypans using electromagnetic induction methods , 1994 .

[11]  R. Mckenzie,et al.  CONVERSION OF ELECTROMAGNETIC INDUCTANCE READINGS TO SATURATED PASTE EXTRACT VALUES IN SOILS FOR DIFFERENT TEMPERATURE, TEXTURE, AND MOISTURE CONDITIONS , 1989 .

[12]  D. K. Potter,et al.  Comparing three geophysical tools for locating sand blows in alluvial soils of southeast Missouri , 2002 .

[13]  J. D. Mcneill Electromagnetic Terrain Conduc-tivity Measurement at Low Induction Numbers , 1980 .

[14]  Dennis L. Corwin,et al.  Assessment of Non-Point Source Pollution in the Vadose Zone , 1999 .

[15]  Roger A. Eigenberg,et al.  Electrical conductivity monitoring of soil condition and available N with animal manure and a cover crop , 2002 .

[16]  J. V. Stafford,et al.  Practical applications of soil electrical conductivity mapping. , 1999 .

[17]  D. Jaynes,et al.  Soil type and crop yield determination from ground conductivity surveys. , 1993 .

[18]  F. J. Pierce,et al.  The state of site specific management for agriculture. , 1997 .

[19]  G. C. Topp,et al.  Advances in Measurement of Soil Physical Properties: Bringing Theory into Practice , 1993 .

[20]  Kenneth A. Sudduth,et al.  Sensors for site-specific management. , 1997 .

[21]  David J. Strauss,et al.  Spatial Prediction of Soil Salinity Using Electromagnetic Induction Techniques: 2. An Efficient Spatial Sampling Algorithm Suitable for Multiple Linear Regression Model Identification and Estimation , 1995 .

[22]  R. Barker Depth of investigation of collinear symmetrical four-electrode arrays , 1989 .

[23]  R. Mcbride,et al.  Estimating Forest Soil Quality from Terrain Measurements of Apparent Electrical Conductivity , 1990 .

[24]  N. Kitchen,et al.  Accuracy issues in electromagnetic induction sensing of soil electrical conductivity for precision agriculture , 2001 .

[25]  Jan M. H. Hendrickx,et al.  Noninvasive Soil Water Content Measurement Using Electromagnetic Induction , 1995 .

[26]  J. D. Rhoades,et al.  Electrical Conductivity Methods for Measuring and Mapping Soil Salinity , 1993 .

[27]  G. C. Baker,et al.  An electromagnetic induction technique for reconnaissance surveys of soil salinity hazards , 1982 .

[28]  Peter G Slavich,et al.  Estimating average rootzone salinity from electromagnetic induction (EM-38) measurements. , 1990 .

[29]  J. D. Rhoades,et al.  Field Mapping Soil Conductivity to Delineate Dryland Saline Seeps with Four-electrode Technique 1 , 1976 .

[30]  M. E. Austin Land resource regions and major land resource areas of the United States (exclusive of Alaska and Hawaii) , 1965 .

[31]  Dennis L. Corwin,et al.  Using the Dual-Pathway Parallel Conductance Model to Determine How Different Soil Properties Influence Conductivity Survey Data , 2003 .

[32]  Gérard Lachapelle,et al.  Soil salinity mapping with electromagnetic induction and satellite-based navigation methods , 1994 .

[33]  Scott M. Lesch,et al.  Spatial Prediction of Soil Salinity Using Electromagnetic Induction Techniques: 1. Statistical Prediction Models: A Comparison of Multiple Linear Regression and Cokriging , 1995 .

[34]  Kent M. Eskridge,et al.  Field-scale electrical conductivity mapping for delineating soil condition , 2001 .

[35]  Peter J. Shouse,et al.  Soil Electrical Conductivity and Soil Salinity: New Formulations and Calibrations , 1989 .