Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study

A quantitative understanding of soil water content or soil water status is of great importance to many applications, such as landslide monitoring, rockfill dam health monitoring, precision agriculture, etc. In this paper, a feasibility study was conducted to monitor the soil water content in real ti...

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Main Authors: Qingzhao Kong, Hongli Chen, Yi-lung Mo, Gangbing Song
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/17/10/2395
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spelling doaj-3a473ece7a53407d87674470d9387fce2020-11-24T21:53:29ZengMDPI AGSensors1424-82202017-10-011710239510.3390/s17102395s17102395Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility StudyQingzhao Kong0Hongli Chen1Yi-lung Mo2Gangbing Song3Department of Mechanical Engineering, University of Houston, Houston, TX 77204, USACollege of Mechanical Engineering and Automation, Zhengjiang SCI-TECH University, Hangzhou 310018, ChinaDepartment of Civil and Environmental Engineering, University of Houston, Houston, TX 77204, USADepartment of Mechanical Engineering, University of Houston, Houston, TX 77204, USAA quantitative understanding of soil water content or soil water status is of great importance to many applications, such as landslide monitoring, rockfill dam health monitoring, precision agriculture, etc. In this paper, a feasibility study was conducted to monitor the soil water content in real time using permanent embedded piezoceramic-based transducers called smart aggregates (SAs). An active sensing approach using a customized swept acoustic wave with a frequency range between 100 Hz and 300 kHz was used to study the wave attenuation in the soil in correlation to soil moisture levels. Two sandy soil specimens, each embedded with a pair of SAs, were made in the laboratory, and the water percentage of the soil specimens was incrementally decreased from 15% to 3% during the tests. Due to the change of the soil water status, the damping property of the soil correspondingly changes. The change of the damping property results in the variation of the acoustic wave attenuation ratios. A wavelet packet-based energy index was adopted to compute the energy of the signal captured by the SA sensor. Experimental results show a parabolic growth curve of the received signal energy vs. the water percentage of the soil. The feasibility, sensitivity, and reliability of the proposed method for in-situ monitoring of soil water status were discussed.https://www.mdpi.com/1424-8220/17/10/2395piezoceramic transducersactive sensingsoil water content monitoringreal time monitoringwavelet packet analysis
collection DOAJ
language English
format Article
sources DOAJ
author Qingzhao Kong
Hongli Chen
Yi-lung Mo
Gangbing Song
spellingShingle Qingzhao Kong
Hongli Chen
Yi-lung Mo
Gangbing Song
Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
Sensors
piezoceramic transducers
active sensing
soil water content monitoring
real time monitoring
wavelet packet analysis
author_facet Qingzhao Kong
Hongli Chen
Yi-lung Mo
Gangbing Song
author_sort Qingzhao Kong
title Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
title_short Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
title_full Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
title_fullStr Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
title_full_unstemmed Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
title_sort real-time monitoring of water content in sandy soil using shear mode piezoceramic transducers and active sensing—a feasibility study
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-10-01
description A quantitative understanding of soil water content or soil water status is of great importance to many applications, such as landslide monitoring, rockfill dam health monitoring, precision agriculture, etc. In this paper, a feasibility study was conducted to monitor the soil water content in real time using permanent embedded piezoceramic-based transducers called smart aggregates (SAs). An active sensing approach using a customized swept acoustic wave with a frequency range between 100 Hz and 300 kHz was used to study the wave attenuation in the soil in correlation to soil moisture levels. Two sandy soil specimens, each embedded with a pair of SAs, were made in the laboratory, and the water percentage of the soil specimens was incrementally decreased from 15% to 3% during the tests. Due to the change of the soil water status, the damping property of the soil correspondingly changes. The change of the damping property results in the variation of the acoustic wave attenuation ratios. A wavelet packet-based energy index was adopted to compute the energy of the signal captured by the SA sensor. Experimental results show a parabolic growth curve of the received signal energy vs. the water percentage of the soil. The feasibility, sensitivity, and reliability of the proposed method for in-situ monitoring of soil water status were discussed.
topic piezoceramic transducers
active sensing
soil water content monitoring
real time monitoring
wavelet packet analysis
url https://www.mdpi.com/1424-8220/17/10/2395
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