Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco
The phenomenon of soil salinization in semi-arid regions is getting amplified and accentuated by both anthropogenic practices and climate change. Land salinization mapping and monitoring using conventional strategies are insufficient and difficult. Our work aims to study the potential of synthetic a...
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doaj-4d54e8f99a7b4218b9d908984d870c0b2021-06-02T23:03:42ZengIEEEIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2151-15352015-01-01883823383210.1109/JSTARS.2014.23335356876123Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and MoroccoMeriem Barbouchi0Riadh Abdelfattah1Karem Chokmani2Nadhira Ben Aissa3Rachid Lhissou4Abderrazzak El Harti5 National Agronomic Institute of Tunisia (INAT), Tunis, TunisiaCOSIM Lab, Higher School of Communications of Tunis, Tunis, TunisiaCentre Eau Terre Environnement, Institut National de la Recherche Scientifique (INRS), Montreal, QC, Canada National Agronomic Institute of Tunisia (INAT), Tunis, TunisiaFaculty of Science and Technology, University Sultan Moulay Slimane, Beni-Mellal, MoroccoCentre Eau Terre Environnement, Institut National de la Recherche Scientifique (INRS), Montreal, QC, CanadaThe phenomenon of soil salinization in semi-arid regions is getting amplified and accentuated by both anthropogenic practices and climate change. Land salinization mapping and monitoring using conventional strategies are insufficient and difficult. Our work aims to study the potential of synthetic aperture radar (SAR) for mapping and monitoring of the spatio-temporal dynamics of soil salinity using interferometry. Our contribution in this paper consists of a statistical relationship that we establish between field salinity measurement and InSAR coherence based on an empirical analysis. For experimental validation, two sites were selected: 1) the region of Mahdia (central Tunisia) and 2) the plain of Tadla (central Morocco). Both sites underwent three ground campaigns simultaneously with three Radarsat-2 SAR image acquisitions. The results show that it is possible to estimate the temporal change in soil electrical conductivity (EC) from SAR images through the InSAR technique. It has been shown that the radar signal is more sensitive to soil salinity in HH polarization using a small incidence angle. However, for the HV polarization, a large angle of incidence is more suitable. This is, under considering the minimal influence of roughness and moisture surfaces, for a given InSAR coherence.https://ieeexplore.ieee.org/document/6876123/Electrical conductivity (EC)interferometric synthetic aperture radar (InSAR) coherencepolarimetric synthetic aperture radar (SAR)soil salinity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Meriem Barbouchi Riadh Abdelfattah Karem Chokmani Nadhira Ben Aissa Rachid Lhissou Abderrazzak El Harti |
spellingShingle |
Meriem Barbouchi Riadh Abdelfattah Karem Chokmani Nadhira Ben Aissa Rachid Lhissou Abderrazzak El Harti Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Electrical conductivity (EC) interferometric synthetic aperture radar (InSAR) coherence polarimetric synthetic aperture radar (SAR) soil salinity |
author_facet |
Meriem Barbouchi Riadh Abdelfattah Karem Chokmani Nadhira Ben Aissa Rachid Lhissou Abderrazzak El Harti |
author_sort |
Meriem Barbouchi |
title |
Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco |
title_short |
Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco |
title_full |
Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco |
title_fullStr |
Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco |
title_full_unstemmed |
Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco |
title_sort |
soil salinity characterization using polarimetric insar coherence: case studies in tunisia and morocco |
publisher |
IEEE |
series |
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
issn |
2151-1535 |
publishDate |
2015-01-01 |
description |
The phenomenon of soil salinization in semi-arid regions is getting amplified and accentuated by both anthropogenic practices and climate change. Land salinization mapping and monitoring using conventional strategies are insufficient and difficult. Our work aims to study the potential of synthetic aperture radar (SAR) for mapping and monitoring of the spatio-temporal dynamics of soil salinity using interferometry. Our contribution in this paper consists of a statistical relationship that we establish between field salinity measurement and InSAR coherence based on an empirical analysis. For experimental validation, two sites were selected: 1) the region of Mahdia (central Tunisia) and 2) the plain of Tadla (central Morocco). Both sites underwent three ground campaigns simultaneously with three Radarsat-2 SAR image acquisitions. The results show that it is possible to estimate the temporal change in soil electrical conductivity (EC) from SAR images through the InSAR technique. It has been shown that the radar signal is more sensitive to soil salinity in HH polarization using a small incidence angle. However, for the HV polarization, a large angle of incidence is more suitable. This is, under considering the minimal influence of roughness and moisture surfaces, for a given InSAR coherence. |
topic |
Electrical conductivity (EC) interferometric synthetic aperture radar (InSAR) coherence polarimetric synthetic aperture radar (SAR) soil salinity |
url |
https://ieeexplore.ieee.org/document/6876123/ |
work_keys_str_mv |
AT meriembarbouchi soilsalinitycharacterizationusingpolarimetricinsarcoherencecasestudiesintunisiaandmorocco AT riadhabdelfattah soilsalinitycharacterizationusingpolarimetricinsarcoherencecasestudiesintunisiaandmorocco AT karemchokmani soilsalinitycharacterizationusingpolarimetricinsarcoherencecasestudiesintunisiaandmorocco AT nadhirabenaissa soilsalinitycharacterizationusingpolarimetricinsarcoherencecasestudiesintunisiaandmorocco AT rachidlhissou soilsalinitycharacterizationusingpolarimetricinsarcoherencecasestudiesintunisiaandmorocco AT abderrazzakelharti soilsalinitycharacterizationusingpolarimetricinsarcoherencecasestudiesintunisiaandmorocco |
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1721400197907480576 |