Abstract
The measurement of soil moisture can be a time-consuming task that can
be difficult to capture spatially and temporally. The accuracy of soil
moisture measurements is essential to improve aspects of hydrology in a
range of modelling situations. This paper compares soil moisture
measurements from two un-calibrated in-situ measurement devices against
gravimetric data. The devices used are a Delta T Theta Probe and a
Campbell Scientific CS659 while the gravimetric readings are from soil
cores (12 cm and 21 cm). The soil moisture readings were taken over two
large semi-arid catchments (562 km2 and 808
km2) located in South East Australia in the Hunter
Valley, NSW. Multiple field campaigns were conducted in 2014, 2015 and
2018, resulting in 308 gravimetric samples for analysis in predominately
clay soils. The two core depths sampled showed a strong correlation
coefficient (R value) of 0.89. The gravimetric and probe measurements
returned R values of approximately 0.8 for 2014 and 2015. The 2018
results showed a decrease in correlation (to approximately 0.3 and 0.5)
although this coincided with average gravimetric soil moisture values
being much lower than previous data collection campaigns (approximately
13% opposed to 20-23%). The extreme dry period potentially the reason
for the reduced correlation. The manufacturer calibrated probe
measurements did not provide a 1:1 relationship with the lab based
gravimetric soil moisture. Results show that either the Theta Probe or
CS659 are comparable to the gravimetric results in most conditions. Both
the Theta Probe and CS659 regressions produced root mean square errors
that were within the quoted accuracy in the device manuals, ±5% and
±3% respectively. The instruments may be used in conditions showing
soil moistures of ~5% to ~45%,
although the best results will be obtained by using appropriate
techniques and knowing the potential limitations of devices. The linear
regression equations found in this study may also allow calibration of
probes for future measurements.