Spatial Reconstruction of Soil Moisture Content using Non-Contact Thermoacoustic Imaging

被引:0
|
作者
Fitzpatrick, Aidan [1 ]
Singhvi, Ajay [1 ]
Arbabian, Amin [1 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
来源
关键词
below-ground sensing; capacitive micromachined ultrasonic transducer; CMUT; soil moisture; speed-of-sound reconstruction; thermoacoustics; ultrasound; GROUND-PENETRATING RADAR; WATER CONTENT; ELECTRICAL-CONDUCTIVITY; SOUND; SPEED;
D O I
10.1109/sensors47125.2020.9278654
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Sensing of soil water content is useful in many precision agriculture and resource management applications, particularly if the sensing technique permits frequent field-scale measurements at depth. To date, soil moisture sensing technologies have a trade-off between point based measurements at depth or rapid, remote measurements of water content near the surface. In this paper, we propose a non-contact thermoacoustic soil moisture sensing modality which could permit high-resolution, high-throughput mapping of water content at depth. Within, we develop an algorithm for reconstructing the speed-of-sound in soil, which is known to be highly correlated with the soil moisture content. Through verification in simulation, our algorithm demonstrates high fidelity - reconstructing speed-of-sound profiles that match well with the ground-truth.
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页数:4
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