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A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance

Soil profile moisture is a crucial parameter of agricultural irrigation. To meet the demand of soil profile moisture, simple fast-sensing, and low-cost in situ detection, a portable pull-out soil profile moisture sensor was designed based on the principle of high-frequency capacitance. The sensor co...

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Detalles Bibliográficos
Autores principales: Sheng, Zhentao, Liao, Yaoyao, Zhang, Shuo, Ni, Jun, Zhu, Yan, Cao, Weixing, Jiang, Xiaoping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10145346/
https://www.ncbi.nlm.nih.gov/pubmed/37112148
http://dx.doi.org/10.3390/s23083806
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author Sheng, Zhentao
Liao, Yaoyao
Zhang, Shuo
Ni, Jun
Zhu, Yan
Cao, Weixing
Jiang, Xiaoping
author_facet Sheng, Zhentao
Liao, Yaoyao
Zhang, Shuo
Ni, Jun
Zhu, Yan
Cao, Weixing
Jiang, Xiaoping
author_sort Sheng, Zhentao
collection PubMed
description Soil profile moisture is a crucial parameter of agricultural irrigation. To meet the demand of soil profile moisture, simple fast-sensing, and low-cost in situ detection, a portable pull-out soil profile moisture sensor was designed based on the principle of high-frequency capacitance. The sensor consists of a moisture-sensing probe and a data processing unit. The probe converts soil moisture into a frequency signal using an electromagnetic field. The data processing unit was designed for signal detection and transmitting moisture content data to a smartphone app. The data processing unit and the probe are connected by a tie rod with adjustable length, which can be moved up and down to measure the moisture content of different soil layers. According to indoor tests, the maximum detection height for the sensor was 130 mm, the maximum detection radius was 96 mm, and the degree of fitting (R(2)) of the constructed moisture measurement model was 0.972. In the verification tests, the root mean square error (RMSE) of the measured value of the sensor was 0.02 m(3)/m(3), the mean bias error (MBE) was ±0.009 m(3)/m(3), and the maximum error was ±0.039 m(3)/m(3). According to the results, the sensor, which features a wide detection range and good accuracy, is well suited for the portable measurement of soil profile moisture.
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spelling pubmed-101453462023-04-29 A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance Sheng, Zhentao Liao, Yaoyao Zhang, Shuo Ni, Jun Zhu, Yan Cao, Weixing Jiang, Xiaoping Sensors (Basel) Article Soil profile moisture is a crucial parameter of agricultural irrigation. To meet the demand of soil profile moisture, simple fast-sensing, and low-cost in situ detection, a portable pull-out soil profile moisture sensor was designed based on the principle of high-frequency capacitance. The sensor consists of a moisture-sensing probe and a data processing unit. The probe converts soil moisture into a frequency signal using an electromagnetic field. The data processing unit was designed for signal detection and transmitting moisture content data to a smartphone app. The data processing unit and the probe are connected by a tie rod with adjustable length, which can be moved up and down to measure the moisture content of different soil layers. According to indoor tests, the maximum detection height for the sensor was 130 mm, the maximum detection radius was 96 mm, and the degree of fitting (R(2)) of the constructed moisture measurement model was 0.972. In the verification tests, the root mean square error (RMSE) of the measured value of the sensor was 0.02 m(3)/m(3), the mean bias error (MBE) was ±0.009 m(3)/m(3), and the maximum error was ±0.039 m(3)/m(3). According to the results, the sensor, which features a wide detection range and good accuracy, is well suited for the portable measurement of soil profile moisture. MDPI 2023-04-07 /pmc/articles/PMC10145346/ /pubmed/37112148 http://dx.doi.org/10.3390/s23083806 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sheng, Zhentao
Liao, Yaoyao
Zhang, Shuo
Ni, Jun
Zhu, Yan
Cao, Weixing
Jiang, Xiaoping
A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance
title A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance
title_full A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance
title_fullStr A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance
title_full_unstemmed A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance
title_short A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance
title_sort portable pull-out soil profile moisture sensor based on high-frequency capacitance
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10145346/
https://www.ncbi.nlm.nih.gov/pubmed/37112148
http://dx.doi.org/10.3390/s23083806
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