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Performance of SMOS Soil Moisture Products over Core Validation Sites
hal.structure.identifier | Jet Propulsion Laboratory [JPL] | |
dc.contributor.author | COLLIANDER, A. | |
hal.structure.identifier | Centre d'études spatiales de la biosphère [CESBIO] | |
dc.contributor.author | KERR, Y. | |
hal.structure.identifier | Interactions Sol Plante Atmosphère [UMR ISPA] | |
dc.contributor.author | WIGNERON, J-P | |
hal.structure.identifier | Université Grenoble Alpes [UGA] | |
dc.contributor.author | AL-YAARI, A. | |
hal.structure.identifier | Centre d'études spatiales de la biosphère [CESBIO] | |
dc.contributor.author | RODRIGUEZ-FERNANDEZ, N. | |
hal.structure.identifier | Interactions Sol Plante Atmosphère [UMR ISPA] | |
dc.contributor.author | LI, Xiaojun | |
hal.structure.identifier | Jet Propulsion Laboratory [JPL] | |
dc.contributor.author | CHAUBELL, J. | |
hal.structure.identifier | Centre d'études spatiales de la biosphère [CESBIO] | |
dc.contributor.author | RICHAUME, P. | |
hal.structure.identifier | Centre d'études spatiales de la biosphère [CESBIO] | |
dc.contributor.author | MIALON, A. | |
hal.structure.identifier | Université de Tsukuba = University of Tsukuba | |
dc.contributor.author | ASANUMA, J. | |
hal.structure.identifier | University of Guelph | |
dc.contributor.author | BERG, A. | |
hal.structure.identifier | USDA-ARS : Agricultural Research Service | |
dc.contributor.author | BOSCH, D.D. | |
hal.structure.identifier | University of Texas-Pan American [UTPA] | |
dc.contributor.author | CALDWELL, T. | |
hal.structure.identifier | USDA-ARS : Agricultural Research Service | |
dc.contributor.author | COSH, M.H. | |
hal.structure.identifier | USDA-ARS : Agricultural Research Service | |
dc.contributor.author | HOLIFIELD COLLINS, C. | |
hal.structure.identifier | Universidad de Salamanca [España] = University of Salamanca [Spain] | |
dc.contributor.author | MARTÍNEZ-FERNÁNDEZ, J. | |
hal.structure.identifier | Agriculture and Agri-Food [AAFC] | |
dc.contributor.author | MCNAIRN, H. | |
hal.structure.identifier | USDA-ARS : Agricultural Research Service | |
dc.contributor.author | SEYFRIED, M.S. | |
hal.structure.identifier | USDA-ARS : Agricultural Research Service | |
dc.contributor.author | STARKS, P.J. | |
hal.structure.identifier | University of Twente | |
dc.contributor.author | SU, Z. | |
hal.structure.identifier | Comisión Nacional de Actividades Espaciales - Argentinian Space Agency [CONAE] | |
dc.contributor.author | THIBEAULT, M. | |
hal.structure.identifier | Monash university | |
dc.contributor.author | WALKER, J.P. | |
dc.date.accessioned | 2024-04-08T11:44:01Z | |
dc.date.available | 2024-04-08T11:44:01Z | |
dc.date.issued | 2023 | |
dc.identifier.issn | 1545-598X | |
dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/195133 | |
dc.description.abstractEn | The European Space Agency (ESA) launched the SMOS (Soil Moisture Ocean Salinity) mission in 2009; currently, multiple global soil moisture (SM) products are based on the measurements of its L-band (1.4 GHz) radiometer. We compared four SMOS products with each other: Level 2, Level 3, IC (INRA-CESBIO), and Near Real Time products. The comparisons focused on core validation sites (CVS), whose spatial representativeness errors allow the estimation of the SM product performance for bias-insensitive metrics (unbiased root mean square error (ubRMSE) and correlation (R), and anomaly R) with negligible uncertainty and for bias-sensitive metrics (mean difference (MD) and root mean square difference or RMSD) with acceptable uncertainty. When the products were compared with CVS independently, the results showed that the ubRMSE, R, and anomaly R of the IC product were better than those of the other products, while the MD was larger. However, the differences between the performances were smaller when the products were assessed using only the data points when each product had a valid retrieval. This indicates that the algorithms have similar performance and that data screening and quality flagging of the retrievals markedly affects the performance. The NASA Soil Moisture Active Passive (SMAP) mission produces a similar SM product as SMOS using an L-band radiometer. The closeness of the ubRMSE, R, and anomaly R performance of the IC product and the SMAP product (0.039 m 3 /m 3 vs. 0.041 m 3 /m 3 , 0.80 vs. 0.81, and 0.75 vs. 0.75) demonstrate that the SMOS and SMAP radiometers can achieve similar SM sensitivity. | |
dc.language.iso | en | |
dc.publisher | IEEE - Institute of Electrical and Electronics Engineers | |
dc.subject.en | SMOS | |
dc.subject.en | SMAP | |
dc.subject.en | Soil Moisture | |
dc.subject.en | Validation | |
dc.title.en | Performance of SMOS Soil Moisture Products over Core Validation Sites | |
dc.type | Article de revue | |
dc.identifier.doi | 10.1109/LGRS.2023.3272878 | |
dc.subject.hal | Sciences de l'environnement/Ingénierie de l'environnement | |
dc.subject.hal | Sciences du Vivant [q-bio]/Sciences agricoles/Science des sols | |
bordeaux.journal | IEEE Geoscience and Remote Sensing Letters | |
bordeaux.page | 1-5/2502805 | |
bordeaux.volume | 20 | |
bordeaux.hal.laboratories | Interactions Soil Plant Atmosphere (ISPA) - UMR 1391 | * |
bordeaux.institution | Bordeaux Sciences Agro | |
bordeaux.institution | INRAE | |
bordeaux.peerReviewed | oui | |
hal.identifier | hal-04103410 | |
hal.version | 1 | |
hal.popular | non | |
hal.audience | Internationale | |
hal.origin.link | https://hal.archives-ouvertes.fr//hal-04103410v1 | |
bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=IEEE%20Geoscience%20and%20Remote%20Sensing%20Letters&rft.date=2023&rft.volume=20&rft.spage=1-5/2502805&rft.epage=1-5/2502805&rft.eissn=1545-598X&rft.issn=1545-598X&rft.au=COLLIANDER,%20A.&KERR,%20Y.&WIGNERON,%20J-P&AL-YAARI,%20A.&RODRIGUEZ-FERNANDEZ,%20N.&rft.genre=article |
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