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Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring

Sustainable agriculture is the answer to the rapid rise in food demand which is straining our soil, leading to desertification, food insecurity, and ecosystem imbalance. Sustainable agriculture revolves around having real-time soil health information to allow farmers to make the correct decisions. W...

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Autores principales: Eldeeb, Mohammed A., Dhamu, Vikram Narayanan, Paul, Anirban, Muthukumar, Sriram, Prasad, Shalini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383600/
https://www.ncbi.nlm.nih.gov/pubmed/37512625
http://dx.doi.org/10.3390/mi14071314
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author Eldeeb, Mohammed A.
Dhamu, Vikram Narayanan
Paul, Anirban
Muthukumar, Sriram
Prasad, Shalini
author_facet Eldeeb, Mohammed A.
Dhamu, Vikram Narayanan
Paul, Anirban
Muthukumar, Sriram
Prasad, Shalini
author_sort Eldeeb, Mohammed A.
collection PubMed
description Sustainable agriculture is the answer to the rapid rise in food demand which is straining our soil, leading to desertification, food insecurity, and ecosystem imbalance. Sustainable agriculture revolves around having real-time soil health information to allow farmers to make the correct decisions. We present an ion-selective electrode (ISE) electrochemical soil nitrate sensor that utilizes electrochemical impedance spectroscopy (EIS) for direct real-time continuous soil nitrate measurement without any soil pretreatment. The sensor functionality, performance, and in-soil dynamics have been reported. The ion-selective electrode (ISE) is applied by drop casting onto the working electrode. The study was conducted on three different soil textures (clay, sandy loam, and loamy clay) to cover the range of the soil texture triangle. The non-linear regression models showed a nitrate-dependent response with R(2) > 0.97 for the various soil textures in the nitrate range of 5–512 ppm. The validation of the sensor showed an error rate of less than 20% between the measured nitrate and reference nitrate for multiple different soil textures, including ones that were not used in the calibration of the sensor. A 7-day-long in situ soil study showed the capability of the sensor to measure soil nitrate in a temporally dynamic manner with an error rate of less than 20%.
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spelling pubmed-103836002023-07-30 Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring Eldeeb, Mohammed A. Dhamu, Vikram Narayanan Paul, Anirban Muthukumar, Sriram Prasad, Shalini Micromachines (Basel) Article Sustainable agriculture is the answer to the rapid rise in food demand which is straining our soil, leading to desertification, food insecurity, and ecosystem imbalance. Sustainable agriculture revolves around having real-time soil health information to allow farmers to make the correct decisions. We present an ion-selective electrode (ISE) electrochemical soil nitrate sensor that utilizes electrochemical impedance spectroscopy (EIS) for direct real-time continuous soil nitrate measurement without any soil pretreatment. The sensor functionality, performance, and in-soil dynamics have been reported. The ion-selective electrode (ISE) is applied by drop casting onto the working electrode. The study was conducted on three different soil textures (clay, sandy loam, and loamy clay) to cover the range of the soil texture triangle. The non-linear regression models showed a nitrate-dependent response with R(2) > 0.97 for the various soil textures in the nitrate range of 5–512 ppm. The validation of the sensor showed an error rate of less than 20% between the measured nitrate and reference nitrate for multiple different soil textures, including ones that were not used in the calibration of the sensor. A 7-day-long in situ soil study showed the capability of the sensor to measure soil nitrate in a temporally dynamic manner with an error rate of less than 20%. MDPI 2023-06-27 /pmc/articles/PMC10383600/ /pubmed/37512625 http://dx.doi.org/10.3390/mi14071314 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
Eldeeb, Mohammed A.
Dhamu, Vikram Narayanan
Paul, Anirban
Muthukumar, Sriram
Prasad, Shalini
Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring
title Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring
title_full Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring
title_fullStr Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring
title_full_unstemmed Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring
title_short Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring
title_sort electrochemical soil nitrate sensor for in situ real-time monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383600/
https://www.ncbi.nlm.nih.gov/pubmed/37512625
http://dx.doi.org/10.3390/mi14071314
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