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A temporal polarization ratio algorithm for calibration-free retrieval of soil moisture at L-band

hal.structure.identifierDepartment of Civil, Environmental and Geo-Engineering [Minneapolis]
dc.contributor.authorGAO, Lun
hal.structure.identifierDepartment of Civil, Environmental and Geo-Engineering [Minneapolis]
dc.contributor.authorSADEGHI, Morteza
hal.structure.identifierDepartment of Civil, Environmental and Geo-Engineering [Minneapolis]
dc.contributor.authorEBTEHAJ, Ardeshir
hal.structure.identifierInteractions Sol Plante Atmosphère [UMR ISPA]
dc.contributor.authorWIGNERON, Jean-Pierre
dc.date.accessioned2024-04-08T11:53:12Z
dc.date.available2024-04-08T11:53:12Z
dc.date.issued2020-11
dc.identifier.issn0034-4257
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/195520
dc.description.abstractEnMonitoring of surface soil moisture (SM) through microwave radiometry typically relies on the inversion of a radiative transfer model. Conventional inversion algorithms require proper calibration of surface roughness and radiometric parameters of the overlying canopy, including the scattering albedo and optical depth. However, uncertainty in global characterization of these parameters is one of the main sources of error in satellite SM retrievals. To cope with this uncertainty, this paper presents a new algorithm, called "temporal polarization ratio algorithm" (TPRA), that enables retrieval of SM independent of surface roughness and vegetation parameters. This approach uses the temporal differences of polarized emissivity observations assuming that the surface roughness and vegetation parameters are invariant over a window of time. Unlike the classical dual channel algorithms (DCA), TPRA is not only free of surface calibration but also robust to systematical errors arising from surface soil temperature errors. One caveat is that the algorithm is unable to retrieve SM when surface emissivity does not change appreciably in time. The performance of TPRA is evaluated through several controlled numerical experiments and validated using the Soil Moisture Active Passive (SMAP) satellite retrievals as well as in-situ SM measurements over Australia. The results show improved SM retrievals compared with the DCA and SMAP official products as long as the surface emissivity changes sufficiently over the retrieval time period.
dc.language.isoen
dc.publisherElsevier
dc.subject.enSoil moisture
dc.subject.enL-band radiometry
dc.subject.enCalibration free
dc.title.enA temporal polarization ratio algorithm for calibration-free retrieval of soil moisture at L-band
dc.typeArticle de revue
dc.identifier.doi10.1016/j.rse.2020.112019
dc.subject.halSciences de l'environnement
bordeaux.journalRemote Sensing of Environment
bordeaux.page1-11
bordeaux.volume249
bordeaux.hal.laboratoriesInteractions Soil Plant Atmosphere (ISPA) - UMR 1391*
bordeaux.institutionBordeaux Sciences Agro
bordeaux.institutionINRAE
bordeaux.peerReviewedoui
hal.identifierhal-02955077
hal.version1
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-02955077v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Remote%20Sensing%20of%20Environment&rft.date=2020-11&rft.volume=249&rft.spage=1-11&rft.epage=1-11&rft.eissn=0034-4257&rft.issn=0034-4257&rft.au=GAO,%20Lun&SADEGHI,%20Morteza&EBTEHAJ,%20Ardeshir&WIGNERON,%20Jean-Pierre&rft.genre=article


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