Empirical two-point α-mixing model for calibrating the ECH2O EC-5 soil moisture sensor in sands

被引:97
作者
Sakaki, Toshihiro [1 ]
Limsuwat, Anuchit [1 ]
Smits, Kathleen M. [1 ]
Illangasekare, Tissa H. [1 ]
机构
[1] Colorado Sch Mines, Ctr Expt Study Subsurface Environm Proc Environm, Golden, CO 80401 USA
基金
美国国家科学基金会;
关键词
D O I
10.1029/2008WR006870
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Recently improved ECH2O soil moisture sensors have received significant attention in many field and laboratory applications. Focusing on the EC-5 sensor, a simple and robust calibration method is proposed. The sensor-to-sensor variability in the readings (analog-to-digital converter (ADC) counts) among 30 EC-5 sensors was relatively small but not negligible. A large number of ADC counts were taken under various volumetric water contents (theta) using four test sands. The proposed two-point alpha-mixing model, as well as linear and quadratic models, was fitted to the ADC-theta data. Unlike for conventional TDR measurements, the effect of sensor characteristics is lumped into the empirical parameter a in the two-point alpha-mixing model. The value of a was fitted to be 2.5, yielding a nearly identical calibration curve to the quadratic model. Errors in theta associated with the sensor-to-sensor variability for the two-point alpha-mixing model were +/- 0.005 cm(3) cm(-3) for dry sand and +/- 0.028 cm(3) cm(-3) for saturated sand. In the validation experiments, the highest accuracy in water content estimation was achieved when sensor-specific ADC(dry) and ADC(sat) were used in the two-point alpha-mixing model. Assuming that alpha = 2.5 is valid for most mineral soils, the two-point alpha-mixing model only requires the measurement of two extreme ADC counts in dry and saturated soils. Sensor-specific ADC(dry) and ADC(sat) counts are readily measured in most cases. Therefore, the two-point alpha-mixing model (with alpha = 2.5) can be considered as a quick, easy, and robust method for calibrating the ECH2O EC-5 sensor. Although further investigation is needed, the two-point alpha-mixing model may also be applied to calibrating other sensors.
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页数:8
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