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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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 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 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 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 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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