A comparison of ground-penetrating radar early-time signal approaches for mapping changes in shallow soil water content

Algeo, Jonathan and Slater, Lee and Binley, Andrew and van Dam, Remke L. and Watts, Chris (2018) A comparison of ground-penetrating radar early-time signal approaches for mapping changes in shallow soil water content. Vadose Zone Journal, 17 (1). ISSN 1539-1663

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Abstract

Improving irrigation efficiency requires accurate assessment of the soil moisture distribution in time and space, but obtaining accurate observational data is challenging. Early-time signal (ETS) amplitude analysis of ground-penetrating radar (GPR) data may permit such rapid noninvasive characterization. In this study we performed controlled irrigation experiments using a multifrequency GPR system to compare two statistics used to quantify the ETS: average envelope amplitude (AEA) and carrier frequency amplitude (CFA). Supporting data were provided by direct measurements, electrical resistivity imaging (ERI), and synthetic modeling. In our first experiment, both statistics successfully related the ETS for 250 and 400 MHz GPR data to increasing water content. However, the 400 MHz AEA lost sensitivity at later stages of the irrigation process, whereas the 400 MHz CFA remained sensitive to changes in water content. The 1000 MHz data did not show the expected relationships, possibly due to shallow reflectors, such as the wetting front, which the higher frequency antennae would have a greater chance of detecting, as supported by synthetic modeling. In our second experiment, we focused on the effect of the time window on calculating ETS statistics. We demonstrate that, when there is interference in the ETS, using a shorter time window instead of the more common first positive half cycle improves correlation with soil moisture content. Our work shows that the GPR ETS data respond to changes in soil water content in similar fashion to ERI data.

Item Type:
Journal Article
Journal or Publication Title:
Vadose Zone Journal
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/1100/1111
Subjects:
ID Code:
133846
Deposited By:
Deposited On:
20 May 2019 13:25
Refereed?:
Yes
Published?:
Published
Last Modified:
20 Oct 2020 07:19