A combined equation to estimate the soil pore-water electrical conductivity: calibration with the WET and 5TE sensors

Affordable, commercial dielectric sensors of the frequency domain reflectometry (FDR) and capacitance–conductance (CC) types estimate the dielectric permittivity (eb) and electrical conductivity (σb) of bulk soil. In this work, an equation was obtained to estimate the pore-water electrical conductivity (σp), which is closely related to the soil salinity in contact with plant roots, from eb and σb data, by combining the simplified dielectric mixing (SDM) model that relates eb to the soil volumetric water content (θ), with the Rhoades equation that relates θ and σb to σp. This equation was calibrated with measurements of eb and σb obtained with the Delta-T WET (FDR) and the Decagon 5TE (CC) sensors, in 20 pots filled with a clay loam soil and arranged as combinations of four levels of soil moisture with five levels of soil salinity. The calibrations were performed against reference θ and σp values. The σp was calculated with the chemical equilibrium model SALSOLCHEMEC and used as a more reliable reference than the electrical conductivity of the soil wetting water. For both sensors, the SDM model on the one hand, and the Rhoades equation on the other, provided the most accurate estimations using the least number of parameters regarding their respective alternatives, i.e. the third-order polynomial and the Hilhorst equation. The combined equation for estimation of σp subsequently provided root mean square deviations of 3.1 (WET) and 4.1 (5TE) dS m–1, which decreased to 1.5 and 2.6 dS m–1 for θ >0.22 m3 m–3, and σb 0.22 m3 m–3 and σb <3.7 dS m–1.

[1]  Xiaoyi Ma,et al.  Short, Multineedle Frequency Domain Reflectometry Sensor Suitable for Measuring Soil Water Content , 2012 .

[2]  A. Jakeman,et al.  Salinisation of Land and water Resources; Human causes , 1995 .

[3]  R. Berndtsson,et al.  Soil solution electrical conductivity measurements using different dielectric techniques , 2003 .

[4]  W. R. Whalley Considerations on the use of time‐domain reflectometry (TDR) for measuring soil water content , 1993 .

[5]  J. Ayars,et al.  Calibration of capacitance probe sensors in a saline silty clay soil , 2004 .

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

[7]  Prediction of the soil saturated paste extract salinity from extractable ions, cation exchange capacity, and anion exclusion , 2012 .

[8]  R. T. Walczak,et al.  Evaluating soil salinity status from bulk electrical conductivity and permittivity , 1999 .

[9]  Methodologies and the Practical Aspects of the Bulk Soil EC (σa)—Soil Solution EC (σw) Relations , 2005 .

[10]  José L. Chávez,et al.  Performance evaluation and calibration of soil water content and potential sensors for agricultural soils in eastern Colorado , 2011 .

[11]  M. J. Molina,et al.  Laboratory and field assessment of the capacitance sensors Decagon 10HS and 5TE for estimating the water content of irrigated soils , 2014 .

[12]  A. P. Annan,et al.  Electromagnetic determination of soil water content: Measurements in coaxial transmission lines , 1980 .

[13]  P. Kerkides,et al.  Comparison of two models in predicting pore water electrical conductivity in different porous media , 2012 .

[14]  Marco Bittelli,et al.  Correction of TDR-based soil water content measurements in conductive soils , 2008 .

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

[16]  Axel Ritter,et al.  Performance of the Commercial WET Capacitance Sensor as Compared with Time Domain Reflectometry in Volcanic Soils , 2007 .

[17]  T. Miyamoto,et al.  Dielectric coated water content reflectometer for improved monitoring of near surface soil moisture in heavily fertilized paddy field , 2004 .

[18]  Deutsche Ausgabe World Reference Base for Soil Resources 2006 , 2007 .

[19]  H. D. Chapman,et al.  Cation‐Exchange Capacity , 2016 .

[20]  T. P. Leão,et al.  New semi-empirical formulae for predicting soil solution conductivity from dielectric properties at 50 MHz , 2010 .

[21]  Jan W. Hopmans,et al.  Frequency, electrical conductivity and temperature analysis of a low-cost capacitance soil moisture sensor , 2008 .

[22]  和田 信一郎 Soil Solution Chemistry Applications to Environmental Science and Agriculture, J.D.WOLT 著, B5判, 345pp., $66.00,John Wiley and Sons, Inc., 1994年 , 1995 .

[23]  A. Page Methods of soil analysis. Part 2. Chemical and microbiological properties. , 1982 .

[24]  Harry Vereecken,et al.  Sensor‐to‐Sensor Variability of the ECH2O EC‐5, TE, and 5TE Sensors in Dielectric Liquids , 2010 .

[25]  Johan Alexander Huisman,et al.  Correction of Temperature and Electrical Conductivity Effects on Dielectric Permittivity Measurements with ECH2O Sensors , 2011 .

[26]  Steven R. Evett,et al.  Soil Water and Monitoring Technology , 2015 .

[27]  K. Uzoma,et al.  Comparison of three dielectric moisture sensors for measurement of water in saline sandy soil , 2008 .

[28]  Evaluation of the WET sensor compared to time domain reflectometry , 2006 .

[29]  Michalina Bickford,et al.  Concise Encyclopedia of Chemical Technology , 1999 .

[30]  T. Kelleners,et al.  Measured and modeled dielectric properties of soils at 50 megahertz. , 2010 .

[31]  James E. Ayars,et al.  Frequency dependence of the complex permittivity and its impact on dielectric sensor calibration in soils , 2005 .

[32]  David G. Chandler,et al.  Improved Interpretation of Water Content Reflectometer Measurements in Soils , 2005 .

[33]  D. R. Nielsen,et al.  Irrigation of Agricultural Crops , 1990 .