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Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor

Capacitance sensors are widely used in agriculture for irrigation and soil management purposes. However, their use under saline conditions is a major challenge, especially for sensors operating with low frequency. Their dielectric readings are often biased by high soil electrical conductivity. New c...

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Autores principales: Zemni, Nessrine, Bouksila, Fethi, Persson, Magnus, Slama, Fairouz, Berndtsson, Ronny, Bouhlila, Rachida
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928628/
https://www.ncbi.nlm.nih.gov/pubmed/31795495
http://dx.doi.org/10.3390/s19235272
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author Zemni, Nessrine
Bouksila, Fethi
Persson, Magnus
Slama, Fairouz
Berndtsson, Ronny
Bouhlila, Rachida
author_facet Zemni, Nessrine
Bouksila, Fethi
Persson, Magnus
Slama, Fairouz
Berndtsson, Ronny
Bouhlila, Rachida
author_sort Zemni, Nessrine
collection PubMed
description Capacitance sensors are widely used in agriculture for irrigation and soil management purposes. However, their use under saline conditions is a major challenge, especially for sensors operating with low frequency. Their dielectric readings are often biased by high soil electrical conductivity. New calculation approaches for soil water content (θ) and pore water electrical conductivity (ECp), in which apparent soil electrical conductivity (ECa) is included, have been suggested in recent research. However, these methods have neither been tested with low-cost capacitance probes such as the 5TE (70 MHz, Decagon Devices, Pullman, WA, USA) nor for field conditions. Thus, it is important to determine the performance of these approaches and to test the application range using the 5TE sensor for irrigated soils. For this purpose, sandy soil was collected from the Jemna oasis in southern Tunisia and four 5TE sensors were installed in the field at four soil depths. Measurements of apparent dielectric permittivity (Ka), ECa, and soil temperature were taken under different electrical conductivity of soil moisture solutions. Results show that, under field conditions, 5TE accuracy for θ estimation increased when considering the ECa effect. Field calibrated models gave better θ estimation (root mean square error (RMSE) = 0.03 m(3) m(−3)) as compared to laboratory experiments (RMSE = 0.06 m(3) m(−3)). For ECp prediction, two corrections of the Hilhorst model were investigated. The first approach, which considers the ECa effect on K’ reading, failed to improve the Hilhorst model for ECp > 3 dS m(−1) for both laboratory and field conditions. However, the second approach, which considers the effect of ECa on the soil parameter K(0), increased the performance of the Hilhorst model and gave accurate measurements of ECp using the 5TE sensor for irrigated soil.
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spelling pubmed-69286282019-12-26 Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor Zemni, Nessrine Bouksila, Fethi Persson, Magnus Slama, Fairouz Berndtsson, Ronny Bouhlila, Rachida Sensors (Basel) Article Capacitance sensors are widely used in agriculture for irrigation and soil management purposes. However, their use under saline conditions is a major challenge, especially for sensors operating with low frequency. Their dielectric readings are often biased by high soil electrical conductivity. New calculation approaches for soil water content (θ) and pore water electrical conductivity (ECp), in which apparent soil electrical conductivity (ECa) is included, have been suggested in recent research. However, these methods have neither been tested with low-cost capacitance probes such as the 5TE (70 MHz, Decagon Devices, Pullman, WA, USA) nor for field conditions. Thus, it is important to determine the performance of these approaches and to test the application range using the 5TE sensor for irrigated soils. For this purpose, sandy soil was collected from the Jemna oasis in southern Tunisia and four 5TE sensors were installed in the field at four soil depths. Measurements of apparent dielectric permittivity (Ka), ECa, and soil temperature were taken under different electrical conductivity of soil moisture solutions. Results show that, under field conditions, 5TE accuracy for θ estimation increased when considering the ECa effect. Field calibrated models gave better θ estimation (root mean square error (RMSE) = 0.03 m(3) m(−3)) as compared to laboratory experiments (RMSE = 0.06 m(3) m(−3)). For ECp prediction, two corrections of the Hilhorst model were investigated. The first approach, which considers the ECa effect on K’ reading, failed to improve the Hilhorst model for ECp > 3 dS m(−1) for both laboratory and field conditions. However, the second approach, which considers the effect of ECa on the soil parameter K(0), increased the performance of the Hilhorst model and gave accurate measurements of ECp using the 5TE sensor for irrigated soil. MDPI 2019-11-29 /pmc/articles/PMC6928628/ /pubmed/31795495 http://dx.doi.org/10.3390/s19235272 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zemni, Nessrine
Bouksila, Fethi
Persson, Magnus
Slama, Fairouz
Berndtsson, Ronny
Bouhlila, Rachida
Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor
title Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor
title_full Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor
title_fullStr Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor
title_full_unstemmed Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor
title_short Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor
title_sort laboratory calibration and field validation of soil water content and salinity measurements using the 5te sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928628/
https://www.ncbi.nlm.nih.gov/pubmed/31795495
http://dx.doi.org/10.3390/s19235272
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