Quantifying and correcting for clay content effects on soil water measurement by reflectometers

J. Singh, T. Lo, D. R. Rudnick, S. Irmak, H. Blanco-Canqui

Research output: Contribution to journalArticlepeer-review

11 Scopus citations


The presence of clay particles increases the specific surface area of a soil and can affect the calibration of electromagnetic soil water sensors including reflectometers. To quantify and correct for this effect in two relatively new reflectometers, three TDR315 and three CS655 sensors were installed in each of five soils with clay content ranging from 5 to 49%. As the soils were dried in a temperature controlled room, sensor reported soil volumetric water content (θ v ) according to the factory calibration was compared against reference θ v determined by weighing the soils. Sensor reported θ v was similar to reference θ v in the sand soil (root mean square difference (RMSD) < 0.02 m 3 m −3 ), but the discrepancy was larger for the clayey soils. An increase in clay content tended to cause TDR315 to underestimate low θ v and tended to cause CS655 to overestimate θ v in a concave down pattern. At the levels evaluated in this experiment, differences in clay content produced a larger effect than differences in temperature (24 versus 35 °C) and salinity (0 versus 3.09 g/L CaCl 2 ) on factory calibration accuracy of both sensors. Soil specific empirical calibrations developed using a square root mixing model fitted the experimental data very closely (R 2 > 0.93) for both sensors. By estimating calibration coefficients based on clay content alone to recalculate sensor θ v from sensor reported apparent relative permittivity, RMSD from reference θ v was reduced by approximately 36% for both sensors as compared with using the factory calibration. Applying the same procedure to independent literature data tended to improve θ v accuracy of both sensors increasingly as clay content increased above 20%. The findings suggest that a simple, user-friendly correction for clay content effects may provide initial practical improvement over the factory calibration of a reflectometer in clayey soils.

Original languageEnglish (US)
Pages (from-to)390-399
Number of pages10
JournalAgricultural Water Management
StatePublished - May 1 2019


  • CS655
  • Calibration
  • Clay
  • Nebraska
  • Sensor
  • TDR315

ASJC Scopus subject areas

  • Agronomy and Crop Science
  • Water Science and Technology
  • Soil Science
  • Earth-Surface Processes


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