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

摘要

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 (theta(v)) according to the factory calibration was compared against reference theta(v) determined by weighing the soils. Sensor reported theta(v) was similar to reference theta(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 theta(v) and tended to cause CS655 to overestimate theta(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 degrees C) and salinity (0 versus 3.09 g/L CaCl2) 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 theta(v) from sensor reported apparent relative permittivity, RMSD from reference theta(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 theta(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.