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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10145346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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