Simplified power law relationship in the estimation of hydraulic conductivity of unsaturated sands using electrical conductivity
Ching-Yi Liu A , Yun-Da Hsieh A and Yung-Chia Chiu A BA Institute of Earth Sciences, National Taiwan Ocean University, No. 2, Beining Road., Jhongjheng District, Keelung City 202, Taiwan (R.O.C.).
B Corresponding author. Email: ycchiu@mail.ntou.edu.tw
Soil Research 59(4) 406-418 https://doi.org/10.1071/SR20190
Submitted: 5 July 2020 Accepted: 24 November 2020 Published: 29 January 2021
Abstract
The unsaturated zone is a complex multiphase system, and modelling and prediction of flow and contaminant transport in this zone remain a challenge. In order to understand the mechanisms of fluid flow in unsaturated sands, an accurate and efficient approach to estimate unsaturated hydraulic conductivity (K) is essential. In this study, a power law relationship was derived from a combination of Archie’s law and van Genuchten’s model to relate bulk (apparent) electrical conductivity (ECa) with unsaturated K. The laboratory sandbox experiments were conducted first to delineate the soil water characteristic curves (SWCCs). Time domain reflectometry was used to simultaneously measure volumetric water content (θ) and ECa. Then, the experimental relationships of the effective saturation (S) and ECa and simulated S–K were combined to establish the relationship between ECa and unsaturated K. The developed power law relationships described the relative EC (ECr) and relative K (Kr) very well by just using one parameter, exponent β. When fluid EC was low, the β values for the drainage and wetting processes ranged within 2.09–2.74 and 2.50–3.79 respectively. The variations of β values of homogeneous material were smaller that of heterogeneous material and the effect of hysteresis on the ECr–Kr relationship was observed. When pore space was filled with the high-EC solution, it easily mimicked the S–Kr relationship and resulted in a smaller β value. The β value acted as a lumped factor accounting for pore tortuosity, pore connectivity, shape of pore space, and fluid EC. The power law relationship of ECr–Kr developed in this study could lead to a direct estimation of the spatial and temporal variations of unsaturated K, once the measurements of SWCC are available from estimation of saturated K and combination of time-lapse ECa measurements. Accurate and efficient estimation of unsaturated K could improve the prediction of flow in the unsaturated zone and allow a comprehensive understanding of unsaturated zone processes.
Keywords: electrical conductivity, heterogeneous, homogeneous, hydraulic conductivity, power law relationship, soil water characteristic curve, time domain reflectometry, unsaturated sands.
References
Archie GE (1942) The electrical resistivity log as an aid in determining some reservoir characteristics. Transactions of the AIME 146, 54–62.| The electrical resistivity log as an aid in determining some reservoir characteristics.Crossref | GoogleScholarGoogle Scholar |
Binley A, Slater LD, Fukes M, Cassiani G (2005) Relationship between spectral induced polarization and hydraulic properties of saturated and unsaturated sandstone. Water Resources Research 41, W12417
| Relationship between spectral induced polarization and hydraulic properties of saturated and unsaturated sandstone.Crossref | GoogleScholarGoogle Scholar |
Bourbie T, Zinszner B (1984) Saturation methods and attenuation versus saturation relations in Fontainebleu sandstone. 54th Annual International Meeting, Society of Exploration Geophysicists, Technical Program Expanded Abstracts, 344–347
Briggs LJ (1899) ‘Electrical instruments for determining the moisture, temperature, and soluble salt content of soils.’ USDA Division of Soils Bulletin 10. (U.S. Government Publishing Office: Washington, D.C.)
Brooks RH, Corey AT (1964) ‘Hydraulic properties of porous media’. Hydrology Papers 3, (Colorado State University: Fort Collins)
Castiglione P, Shouse PJ (2003) The Effect of Ohmic Cable Losses on Time-Domain Reflectometry Measurements of Electrical Conductivity. Soil Science Society of America Journal 67, 414–424.
| The Effect of Ohmic Cable Losses on Time-Domain Reflectometry Measurements of Electrical Conductivity.Crossref | GoogleScholarGoogle Scholar |
Cataldo A, Piuzzi E, Cannazza G, De Benedetto E (2010) Improvement and Metrological Validation of TDR Methods for the Estimation of Static Electrical Conductivity. IEEE Transactions on Instrumentation and Measurement 59, 1207–1215.
| Improvement and Metrological Validation of TDR Methods for the Estimation of Static Electrical Conductivity.Crossref | GoogleScholarGoogle Scholar |
Chen Y, Or D (2006) Geometrical factors and interfacial processes affecting complex dielectric permittivity of partially saturated porous media. Water Resources Research 42, W06423
| Geometrical factors and interfacial processes affecting complex dielectric permittivity of partially saturated porous media.Crossref | GoogleScholarGoogle Scholar |
Dalton FN, Herkelrath WN, Rawlins DS, Rhoades JD (1984) Time-domain reflectometry: simultaneous measurement of soil water content and electrical conductivity with a single probe. Science 224, 989–990.
| Time-domain reflectometry: simultaneous measurement of soil water content and electrical conductivity with a single probe.Crossref | GoogleScholarGoogle Scholar | 17731998PubMed |
Di Maio R, Piegari E, Todero G, Fabbrocino S (2015) A combined use of Archie and van Genuchten models for predicting hydraulic conductivity of unsaturated pyroclastic soils. Journal of Applied Geophysics 112, 249–255.
| A combined use of Archie and van Genuchten models for predicting hydraulic conductivity of unsaturated pyroclastic soils.Crossref | GoogleScholarGoogle Scholar |
Doussan C, Ruy S (2009) Prediction of unsaturated soil hydraulic conductivity with electrical conductivity. Water Resources Research 45, W10408
| Prediction of unsaturated soil hydraulic conductivity with electrical conductivity.Crossref | GoogleScholarGoogle Scholar |
Doussan C, Jouniaux L, Thony J (2002) Variations of self-potential and unsaturated water flow with time in sandy loam and clay loam soils. Journal of Hydrology 267, 173–185.
| Variations of self-potential and unsaturated water flow with time in sandy loam and clay loam soils.Crossref | GoogleScholarGoogle Scholar |
Fellner-Feldegg H (1969) Measurement of dielectrics in the time domain. Journal of Physical Chemistry 73, 616–623.
| Measurement of dielectrics in the time domain.Crossref | GoogleScholarGoogle Scholar |
Giese K, Tiemann R (1975) Determination of the complex permittivity from thin-sample time domain reflectometry improved analysis of the step response waveform. Advances in Molecular Relaxation Processes 7, 45–59.
| Determination of the complex permittivity from thin-sample time domain reflectometry improved analysis of the step response waveform.Crossref | GoogleScholarGoogle Scholar |
Glover P (2010) A generalized Archie’s law for n phases. Geophysics 75, E247–E265.
| A generalized Archie’s law for n phases.Crossref | GoogleScholarGoogle Scholar |
Gomez CT, Dvorkin J, Vanorio T (2010) Laboratory measurements of porosity, permeability, resistivity, and velocity on Fontainebleau sandstones. Geophysics 75, E191–E204.
| Laboratory measurements of porosity, permeability, resistivity, and velocity on Fontainebleau sandstones.Crossref | GoogleScholarGoogle Scholar |
Hendrickx JMH, Borchers B, Corwin DL, Lesch SM, Hilgendorf AC, Schlue J (2002) Inversion of Soil Conductivity Profiles from Electromagnetic Induction Measurements. Soil Science Society of America Journal 66, 673–685.
| Inversion of Soil Conductivity Profiles from Electromagnetic Induction Measurements.Crossref | GoogleScholarGoogle Scholar |
Jougnot D, Linde N, Revil A, Doussan C (2012) Derivation of Soil‐Specific Streaming Potential Electrical Parameters from Hydrodynamic Characteristics of Partially Saturated Soils. Vadose Zone Journal 11, 272–286.
| Derivation of Soil‐Specific Streaming Potential Electrical Parameters from Hydrodynamic Characteristics of Partially Saturated Soils.Crossref | GoogleScholarGoogle Scholar |
Ju Z, Liu X, Ren T, Hu C (2010) Measuring Soil Water Content With Time Domain Reflectometry: An Improved Calibration Considering Soil Bulk Density. Soil Science 175, 469–473.
| Measuring Soil Water Content With Time Domain Reflectometry: An Improved Calibration Considering Soil Bulk Density.Crossref | GoogleScholarGoogle Scholar |
Kargas G, Ntoulas N, Nektarios PA (2013) Soil texture and salinity effects on calibration of TDR300 dielectric moisture sensor. Soil Research 51, 330–340.
| Soil texture and salinity effects on calibration of TDR300 dielectric moisture sensor.Crossref | GoogleScholarGoogle Scholar |
Knight R (1991) Hysteresis in the electrical resistivity of partially saturated sandstones. Geophysics 56, 2139–2147.
| Hysteresis in the electrical resistivity of partially saturated sandstones.Crossref | GoogleScholarGoogle Scholar |
Knight R, Abad A (1995) Rock/water interaction in dielectric properties: Experiments with hydrophobic sandstones. Geophysics 60, 431–436.
| Rock/water interaction in dielectric properties: Experiments with hydrophobic sandstones.Crossref | GoogleScholarGoogle Scholar |
Knight RJ, Nur A (1987) The dielectric constant of sandstones, 60 kHz to 4 MHz. Geophysics 52, 644–654.
| The dielectric constant of sandstones, 60 kHz to 4 MHz.Crossref | GoogleScholarGoogle Scholar |
Lin CP, Chung CC, Tang SH (2007) Accurate Time Domain Reflectometry Measurement of Electrical Conductivity Accounting for Cable Resistance and Recording Time. Soil Science Society of America Journal 71, 1278–1287.
| Accurate Time Domain Reflectometry Measurement of Electrical Conductivity Accounting for Cable Resistance and Recording Time.Crossref | GoogleScholarGoogle Scholar |
Lin CP, Chung CC, Huisman JA, Tang SH (2008) Clarification and Calibration of Reflection Coefficient for Electrical Conductivity Measurement by Time Domain Reflectometry. Soil Science Society of America Journal 72, 1033–1040.
| Clarification and Calibration of Reflection Coefficient for Electrical Conductivity Measurement by Time Domain Reflectometry.Crossref | GoogleScholarGoogle Scholar |
Longeron DG, Argaud MJ, Feraud JP (1989) Effect of overburden pressure and the nature and microscopic distribution of fluids on electrical properties of rock samples. SPE Formation Evaluation 4, 194–202.
| Effect of overburden pressure and the nature and microscopic distribution of fluids on electrical properties of rock samples.Crossref | GoogleScholarGoogle Scholar |
Malicki MA, Plagge R, Roth CH (1996) Improving the calibration of dielectric TDR soil moisture determination taking into account the solid soil. European Journal of Soil Science 47, 357–366.
| Improving the calibration of dielectric TDR soil moisture determination taking into account the solid soil.Crossref | GoogleScholarGoogle Scholar |
Mawer C, Knight R, Kitanidis PK (2015) Relating relative hydraulic and electrical conductivity in the unsaturated zone. Water Resources Research 51, 599–618.
| Relating relative hydraulic and electrical conductivity in the unsaturated zone.Crossref | GoogleScholarGoogle Scholar |
Michot D, Benderitter Y, Dorigny A, Nicoullaud B, King D, Tabbagh A (2003) Spatial and temporal monitoring of soil water content with an irrigated corn crop cover using surface electrical resistivity tomography. Water Resources Research 39, 1138
| Spatial and temporal monitoring of soil water content with an irrigated corn crop cover using surface electrical resistivity tomography.Crossref | GoogleScholarGoogle Scholar |
Mualem Y (1976) A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resources Research 12, 513–522.
| A new model for predicting the hydraulic conductivity of unsaturated porous media.Crossref | GoogleScholarGoogle Scholar |
Mualem Y, Friedman SP (1991) Theoretical Prediction of Electrical Conductivity in Saturated and Unsaturated Soil. Water Resources Research 27, 2771–2777.
| Theoretical Prediction of Electrical Conductivity in Saturated and Unsaturated Soil.Crossref | GoogleScholarGoogle Scholar |
Nadler A, Dasberg S, Lapid I (1991) Time Domain Reflectometry Measurements of Water Content and Electrical Conductivity of Layered Soil Columns. Soil Science Society of America Journal 55, 938–943.
| Time Domain Reflectometry Measurements of Water Content and Electrical Conductivity of Layered Soil Columns.Crossref | GoogleScholarGoogle Scholar |
Neyshabouri MR, Rafiee Alavi SAR, Rezaei H, Nazemi AH (2010) Estimating unsaturated hydraulic conductivity from air permeability. In ‘19th World Congress of Soil Science Soil Solutions for a Changing World’. 1–6 August 2010, Brisbane. (IUSS)
Neyshabouri MR, Rahmati M, Doussan C, Behroozinezhad B (2013) Simplified estimation of unsaturated soil hydraulic conductivity using bulk electrical conductivity and particle size distribution. Soil Research 51, 23–33.
| Simplified estimation of unsaturated soil hydraulic conductivity using bulk electrical conductivity and particle size distribution.Crossref | GoogleScholarGoogle Scholar |
Ortuani B, Chiaradia EA, Priori S, L’Abate G, Canone D, Comunian A, Giudici M, Mele M, Facchi A (2016) Mapping Soil Water Capacity Through EMI Survey to Delineate Site-Specific Management Units Within an Irrigated Field. Soil Science 181, 252–263.
| Mapping Soil Water Capacity Through EMI Survey to Delineate Site-Specific Management Units Within an Irrigated Field.Crossref | GoogleScholarGoogle Scholar |
Poulsen TG, Moldrup P, Iversen BV, Jacobsen OH (2002) Three-region Campbell model for unsaturated hydraulic conductivity in undisturbed soils. Soil Science Society of America Journal 66, 744–752.
| Three-region Campbell model for unsaturated hydraulic conductivity in undisturbed soils.Crossref | GoogleScholarGoogle Scholar |
Rhoades JD, Ingvalson RD (1971) Determining Salinity in Field Soils with Soil Resistance Measurements. Soil Science Society of America Journal 35, 54–60.
| Determining Salinity in Field Soils with Soil Resistance Measurements.Crossref | GoogleScholarGoogle Scholar |
Rhoades JD, van Schilfgaarde J (1976) An Electrical Conductivity Probe for Determining Soil Salinity. Soil Science Society of America Journal 40, 647–651.
| An Electrical Conductivity Probe for Determining Soil Salinity.Crossref | GoogleScholarGoogle Scholar |
Rhoades JD, Corwin DL, Lesch SM (1999). Geospatial Measurements of Soil Electrical Conductivity to Assess Soil Salinity and Diffuse Salt Loading from Irrigation. In ‘Assessment of Non‐Point Source Pollution in the Vadose Zone, Volume 108’. (Eds DL Corwin, K Loague, TR Ellsworth) pp. 197–216. (American Geophysical Union: Washington, DC)
Richards S, Weeks L (1953) Capillary conductivity values from moisture yield and tension measurements on soil columns. Soil Science Society of America Journal 17, 206–209.
| Capillary conductivity values from moisture yield and tension measurements on soil columns.Crossref | GoogleScholarGoogle Scholar |
Robinson DA, Friedman SP (2001) Effect of particle size distribution on the effective dielectric permittivity of saturated granular media. Water Resources Research 37, 33–40.
| Effect of particle size distribution on the effective dielectric permittivity of saturated granular media.Crossref | GoogleScholarGoogle Scholar |
Robinson DA, Jones SB, Wraith JM, Or D, Friedman SP (2003) A Review of Advances in Dielectric and Electrical Conductivity Measurement in Soils Using Time Domain Reflectometry. Vadose Zone Journal 2, 444–475.
| A Review of Advances in Dielectric and Electrical Conductivity Measurement in Soils Using Time Domain Reflectometry.Crossref | GoogleScholarGoogle Scholar |
Romero‐Ruiz A, Linde N, Keller T, Or D (2018) A review of geophysical methods for soil structure characterization. Reviews of Geophysics 56, 672–697.
| A review of geophysical methods for soil structure characterization.Crossref | GoogleScholarGoogle Scholar |
Schaap MG, Leij FJ, van Genuchten MT (2001) ROSETTA: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions. Journal of Hydrology 251, 163–176.
| ROSETTA: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions.Crossref | GoogleScholarGoogle Scholar |
Slater L, Lesmes D (2002) Electrical-hydraulic relationships observed for unconsolidated sediments. Water Resources Research 38, 1213
| Electrical-hydraulic relationships observed for unconsolidated sediments.Crossref | GoogleScholarGoogle Scholar |
Smith-Rose RL (1933) The Electrical Properties of Soil for Alternating Currents at Radio Frequencies. Proceedings - Royal Society. Mathematical, Physical and Engineering Sciences 140, 359–377.
| The Electrical Properties of Soil for Alternating Currents at Radio Frequencies.Crossref | GoogleScholarGoogle Scholar |
Srayeddin I, Doussan C (2009) Estimation of the spatial variability of root water uptake of maize and sorghum at the field scale by electrical resistivity tomography. Plant and Soil 319, 185–207.
| Estimation of the spatial variability of root water uptake of maize and sorghum at the field scale by electrical resistivity tomography.Crossref | GoogleScholarGoogle Scholar |
Stephens D (1996) ‘Vadose zone hydrology.’ (CRC Press)
Suman RJ, Knight RJ (1997) Effects of pore structure and wettability on the electrical resistivity of partially saturated rocks—A network study. Geophysics 62, 1151–1162.
| Effects of pore structure and wettability on the electrical resistivity of partially saturated rocks—A network study.Crossref | GoogleScholarGoogle Scholar |
Topp GC, Davis JL, Annan AP (1980) Electromagnetic determination of soil water content: Measurements in coaxial transmission lines. Water Resources Research 16, 574–582.
| Electromagnetic determination of soil water content: Measurements in coaxial transmission lines.Crossref | GoogleScholarGoogle Scholar |
Topp GC, Yanuka M, Zebchuk WD, Zegelin S (1988) Determination of electrical conductivity using time domain reflectometry: Soil and water experiments in coaxial lines. Water Resources Research 24, 945–952.
| Determination of electrical conductivity using time domain reflectometry: Soil and water experiments in coaxial lines.Crossref | GoogleScholarGoogle Scholar |
Tuli A, Hopmans JW (2004) Effect of degree of fluid saturation on transport coefficients in disturbed soils. European Journal of Soil Science 55, 147–164.
| Effect of degree of fluid saturation on transport coefficients in disturbed soils.Crossref | GoogleScholarGoogle Scholar |
Ustohal P, Stauffer F, Dracos T (1998) Measurement and modeling of hydraulic characteristics of unsaturated porous media with mixed wettability. Journal of Contaminant Hydrology 33, 5–37.
| Measurement and modeling of hydraulic characteristics of unsaturated porous media with mixed wettability.Crossref | GoogleScholarGoogle Scholar |
van Genuchten M (1980) A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 44, 892–898.
| A closed-form equation for predicting the hydraulic conductivity of unsaturated soils.Crossref | GoogleScholarGoogle Scholar |
van Genuchten M, Leij F, Yates S (1991) ‘The RETC code for quantifying the hydraulic functions of unsaturated soils’. (U.S. Environmental Protection Agency: Washington, DC)
Vereecken H, Maes J, Feyen J (1990) Estimating unsaturated hydraulic conductivity from easily measured soil properties. Soil Science 149, 1–12.
| Estimating unsaturated hydraulic conductivity from easily measured soil properties.Crossref | GoogleScholarGoogle Scholar |
Watson K (1966) An instantaneous profile method for determining the hydraulic conductivity of unsaturated porous materials. Water Resources Research 2, 709–715.
| An instantaneous profile method for determining the hydraulic conductivity of unsaturated porous materials.Crossref | GoogleScholarGoogle Scholar |
Wenner F (1915) A method of measuring earth resistivity. Bulletin of the Bureau of Standards 12, 469–478.
| A method of measuring earth resistivity.Crossref | GoogleScholarGoogle Scholar |
Wösten JHM, Pachepsky YA, Rawls WJ (2001) Pedotransfer functions: Bridging the gap between available basic soil data and missing soil hydraulic characteristics. Journal of Hydrology 251, 123–150.
| Pedotransfer functions: Bridging the gap between available basic soil data and missing soil hydraulic characteristics.Crossref | GoogleScholarGoogle Scholar |
Zegelin SJ, White I, Jenkins DR (1989) Improved field probes for soil water content and electrical conductivity measurement using time domain reflectometry. Water Resources Research 25, 2367–2376.
| Improved field probes for soil water content and electrical conductivity measurement using time domain reflectometry.Crossref | GoogleScholarGoogle Scholar |
Zhou QI, Shimada J, Sato A (2001) Three-dimensional spatial and temporal monitoring of soil water content using electrical resistivity tomography. Water Resources Research 37, 273–285.
| Three-dimensional spatial and temporal monitoring of soil water content using electrical resistivity tomography.Crossref | GoogleScholarGoogle Scholar |