Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring

<p>Per capita arable land is decreasing due to the rapidly increasing population, and fresh water is becoming scarce and more expensive. Therefore, farmers should continue to use technology and innovative solutions to improve efficiency, save input costs, and optimise environmental resources (...

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Main Authors: A. Martín, S. Ibáñez, C. Baixauli, S. Blanc, A. B. Anquela
Format: Article
Language:English
Published: Copernicus Publications 2020-07-01
Series:Hydrology and Earth System Sciences
Online Access:https://www.hydrol-earth-syst-sci.net/24/3573/2020/hess-24-3573-2020.pdf
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spelling doaj-cfe8d46fca9f427497c0147de510dcef2020-11-25T03:02:21ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382020-07-01243573358210.5194/hess-24-3573-2020Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoringA. Martín0S. Ibáñez1C. Baixauli2S. Blanc3A. B. Anquela4Department of Cartographic Engineering, Geodesy and Photogrammetry, Universitat Politècnica de Valencia, Valencia, 46022, SpainCentro Valenciano de Estudios sobre el Riego, Universitat Politècnica de Valencia, Valencia, 46022, SpainCentro de Experiencias Cajamar, Paiporta, Valencia, 46200, SpainInstitute of Information and Communication Technologies, Universitat Politècnica de Valencia, Valencia, 46022, SpainDepartment of Cartographic Engineering, Geodesy and Photogrammetry, Universitat Politècnica de Valencia, Valencia, 46022, Spain<p>Per capita arable land is decreasing due to the rapidly increasing population, and fresh water is becoming scarce and more expensive. Therefore, farmers should continue to use technology and innovative solutions to improve efficiency, save input costs, and optimise environmental resources (such as water). In the case study presented in this paper, the Global Navigation Satellite System interferometric reflectometry (GNSS-IR) technique was used to monitor soil moisture during 66&thinsp;d, from 3 December 2018 to 6 February 2019, in the installations of the Cajamar Centre of Experiences, Paiporta, Valencia, Spain. Two main objectives were pursued. The first was the extension of the technique to a multi-constellation solution using GPS, GLONASS, and GALILEO satellites, and the second was to test whether mass-market sensors could be used for this technique. Both objectives were achieved. At the same time that the GNSS observations were made, soil samples taken at 5&thinsp;cm depth were used for soil moisture determination to establish a reference data set. Based on a comparison with that reference data set, all GNSS solutions, including the three constellations and the two sensors (geodetic and mass market), were highly correlated, with a correlation coefficient between 0.7 and 0.85.</p>https://www.hydrol-earth-syst-sci.net/24/3573/2020/hess-24-3573-2020.pdf
collection DOAJ
language English
format Article
sources DOAJ
author A. Martín
S. Ibáñez
C. Baixauli
S. Blanc
A. B. Anquela
spellingShingle A. Martín
S. Ibáñez
C. Baixauli
S. Blanc
A. B. Anquela
Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
Hydrology and Earth System Sciences
author_facet A. Martín
S. Ibáñez
C. Baixauli
S. Blanc
A. B. Anquela
author_sort A. Martín
title Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
title_short Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
title_full Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
title_fullStr Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
title_full_unstemmed Multi-constellation GNSS interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
title_sort multi-constellation gnss interferometric reflectometry with mass-market sensors as a solution for soil moisture monitoring
publisher Copernicus Publications
series Hydrology and Earth System Sciences
issn 1027-5606
1607-7938
publishDate 2020-07-01
description <p>Per capita arable land is decreasing due to the rapidly increasing population, and fresh water is becoming scarce and more expensive. Therefore, farmers should continue to use technology and innovative solutions to improve efficiency, save input costs, and optimise environmental resources (such as water). In the case study presented in this paper, the Global Navigation Satellite System interferometric reflectometry (GNSS-IR) technique was used to monitor soil moisture during 66&thinsp;d, from 3 December 2018 to 6 February 2019, in the installations of the Cajamar Centre of Experiences, Paiporta, Valencia, Spain. Two main objectives were pursued. The first was the extension of the technique to a multi-constellation solution using GPS, GLONASS, and GALILEO satellites, and the second was to test whether mass-market sensors could be used for this technique. Both objectives were achieved. At the same time that the GNSS observations were made, soil samples taken at 5&thinsp;cm depth were used for soil moisture determination to establish a reference data set. Based on a comparison with that reference data set, all GNSS solutions, including the three constellations and the two sensors (geodetic and mass market), were highly correlated, with a correlation coefficient between 0.7 and 0.85.</p>
url https://www.hydrol-earth-syst-sci.net/24/3573/2020/hess-24-3573-2020.pdf
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