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Application of a Combined Optical-Passive Microwave Method to Retrieve Soil Moisture at Regional Scale Over Chile

Authordc.contributor.authorSantamaría Artigas, Andrés 
Authordc.contributor.authorMattar Bader, Cristián 
Authordc.contributor.authorWigneron, Jean-Pierre 
Cita de ítemdc.identifier.citationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 4, April 2016es_ES
Abstractdc.description.abstractThis work presents the calibration and evaluation of an optical-passive microwave method for retrieving soil moisture (SM) at regional scale using remote sensing and reanalysis data. Several data sets were used, such as the bipolarized brightness temperature provided by SM and Ocean Salinity (SMOS) L3 brightness temperature product, the Normalized Difference Vegetation Index (NDVI) from moderate resolution imaging spectroradiometer (MODIS), the soil temperature and water content of the first 0-7 cm of depth from the ERA-Interim reanalysis, and 13 land cover classes obtained from the ECOCLIMAP database. The method was applied over Chile between 28 degrees S and 43 degrees S for 2010-2012. The data set was used to calibrate and evaluate a semiempirical approach for estimating SM, first by using only the data from SMOS and ERA-Interim and then also including the MODIS vegetation indicator. Results were analyzed for every land cover class using the determination coefficient (r(2)), the coefficients obtained from the regressions, and the unbiased root-mean-square difference (ubRMSD). Results showed an increase in the average r(2) for all classes when a vegetation index was used in the calibration of the approach. The increases in r(2) ranged from 3% for the crop class, to 49% for the closed shrubland class. The ubRMSD presented a decrease in its value of up to 1% m(3)/m(3) for the woodlands, open shrublands, and woody shrublands classes and up to 2% m(3)/m(3) for the closed shrubland class. These results contribute to the use of single linear and semiempirical regressions to estimate SM at regional scale based on SMOS L-band bipolarized brightness temperature.es_ES
Patrocinadordc.description.sponsorshipFONDECYT-Iniciacion (CONICYT) 11130359 TOSCA (Terre Ocean Surfaces Continentales et Atmosphere) CNES Programme at INRA-ISPAes_ES
Publisherdc.publisherIEEE-Inst Electrical Electronics Engineerses_ES
Type of licensedc.rightsAttribution-NonCommercial-NoDerivs 3.0 Chile*
Link to Licensedc.rights.uri*
Sourcedc.sourceIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensinges_ES
Keywordsdc.subjectModerate Resolution Imaging Spectroradiometer (MODIS)es_ES
Keywordsdc.subjectNormalized Difference Vegetation Index (NDVI)es_ES
Keywordsdc.subjectSoil Moisture and Ocean Salinity (SMOS)es_ES
Keywordsdc.subjectSoil Moisture (SM)es_ES
Títulodc.titleApplication of a Combined Optical-Passive Microwave Method to Retrieve Soil Moisture at Regional Scale Over Chilees_ES
Document typedc.typeArtículo de revistaes_ES
Indexationuchile.indexArtículo de publicación ISIes_ES

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Attribution-NonCommercial-NoDerivs 3.0 Chile
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 Chile