Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina

Autores
Delgado, Ana Laura; Jamet, Cédric; Loisel, Hubert; Vantrepotte, Vincent; Perillo, Gerardo Miguel E.; Piccolo, Maria Cintia
Año de publicación
2014
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The validation of Sea surface Temperature (SST) provided by the MODIS-Aqua sensor (Moderate Resolution Imaging Spectroradiometer) for the inner and mid shelves of the southwest of Buenos Aires Province (Argentina), is for the first time presented. In situ data obtained with a multi-parametric sonde YSI-6600 and a CTD SBE91 between 2002 and 2011 is used to compare with the satellite SST product. The match-up exercise was established after comparing different spatial boxes, time difference windows, wind speeds, but also a coefficient of variation. The comparison exercise was made in the very coastal zone and the rest of the inner and mid-shelves separately. In the coastal zone applying a 3-by-2 pixel box and a time window of ±3 hours lead to the most accurate results, with a coefficient of correlation (r2) of 0.99, a bias of 0.62 ºC and a root-mean-square-error (RMSE) of 0.79ºC. In the inner-mid shelves when applying a coefficient of variability <0.3, a time window of ±3 hours and taking only values of wind speed > 6 m.s-1, r2 is 0.97, the bias, 0.46 ºC and the RMSE, 0.95ºC. The wind speed plays a major role in the inner-mid shelves as the SST product is affected by a stratification and formation of a diurnal thermocline in the ?skin and sub-skin layer? when the wind speed is below 6 m.s-1. The results between the two shelves are very similar. Finally, the spatial and temporal variability of SST satellite product was analyzed in the study area for the period August/2002 ? December/2010. The results evidence that inter-annual variability is not significant and that there is no positive or negative trend for the nine years of study. Seasonality is the main component of the temporal variability, which amplitude signal varies depending on bathymetry changes, physical forcing, stability of the water column and presence of flood plains.
Fil: Delgado, Ana Laura. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); Argentina
Fil: Jamet, Cédric. Laboratoire D; Francia
Fil: Loisel, Hubert. Laboratoire D'océanologie Et de Géociences; Francia
Fil: Vantrepotte, Vincent. Laboratoire D'océanologie Et de Géociences; Francia
Fil: Perillo, Gerardo Miguel E.. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); Argentina
Fil: Piccolo, Maria Cintia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); Argentina
Materia
Sst
Validation
Modis-Aqua
Match-Up Protocol
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/11391

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oai_identifier_str oai:ri.conicet.gov.ar:11336/11391
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, ArgentinaDelgado, Ana LauraJamet, CédricLoisel, HubertVantrepotte, VincentPerillo, Gerardo Miguel E.Piccolo, Maria CintiaSstValidationModis-AquaMatch-Up Protocolhttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1The validation of Sea surface Temperature (SST) provided by the MODIS-Aqua sensor (Moderate Resolution Imaging Spectroradiometer) for the inner and mid shelves of the southwest of Buenos Aires Province (Argentina), is for the first time presented. In situ data obtained with a multi-parametric sonde YSI-6600 and a CTD SBE91 between 2002 and 2011 is used to compare with the satellite SST product. The match-up exercise was established after comparing different spatial boxes, time difference windows, wind speeds, but also a coefficient of variation. The comparison exercise was made in the very coastal zone and the rest of the inner and mid-shelves separately. In the coastal zone applying a 3-by-2 pixel box and a time window of ±3 hours lead to the most accurate results, with a coefficient of correlation (r2) of 0.99, a bias of 0.62 ºC and a root-mean-square-error (RMSE) of 0.79ºC. In the inner-mid shelves when applying a coefficient of variability <0.3, a time window of ±3 hours and taking only values of wind speed > 6 m.s-1, r2 is 0.97, the bias, 0.46 ºC and the RMSE, 0.95ºC. The wind speed plays a major role in the inner-mid shelves as the SST product is affected by a stratification and formation of a diurnal thermocline in the ?skin and sub-skin layer? when the wind speed is below 6 m.s-1. The results between the two shelves are very similar. Finally, the spatial and temporal variability of SST satellite product was analyzed in the study area for the period August/2002 ? December/2010. The results evidence that inter-annual variability is not significant and that there is no positive or negative trend for the nine years of study. Seasonality is the main component of the temporal variability, which amplitude signal varies depending on bathymetry changes, physical forcing, stability of the water column and presence of flood plains.Fil: Delgado, Ana Laura. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); ArgentinaFil: Jamet, Cédric. Laboratoire D; FranciaFil: Loisel, Hubert. Laboratoire D'océanologie Et de Géociences; FranciaFil: Vantrepotte, Vincent. Laboratoire D'océanologie Et de Géociences; FranciaFil: Perillo, Gerardo Miguel E.. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); ArgentinaFil: Piccolo, Maria Cintia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); ArgentinaTaylor & Francis Ltd2014-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/11391Delgado, Ana Laura; Jamet, Cédric; Loisel, Hubert; Vantrepotte, Vincent; Perillo, Gerardo Miguel E.; et al.; Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina; Taylor & Francis Ltd; International Journal Of Remote Sensing; 35; 1; 1-2014; 306-3200143-1161enginfo:eu-repo/semantics/altIdentifier/url/http://www.tandfonline.com/doi/abs/10.1080/01431161.2013.870680info:eu-repo/semantics/altIdentifier/doi/10.1080/01431161.2013.870680info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T09:38:35Zoai:ri.conicet.gov.ar:11336/11391instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 09:38:36.053CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
title Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
spellingShingle Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
Delgado, Ana Laura
Sst
Validation
Modis-Aqua
Match-Up Protocol
title_short Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
title_full Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
title_fullStr Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
title_full_unstemmed Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
title_sort Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina
dc.creator.none.fl_str_mv Delgado, Ana Laura
Jamet, Cédric
Loisel, Hubert
Vantrepotte, Vincent
Perillo, Gerardo Miguel E.
Piccolo, Maria Cintia
author Delgado, Ana Laura
author_facet Delgado, Ana Laura
Jamet, Cédric
Loisel, Hubert
Vantrepotte, Vincent
Perillo, Gerardo Miguel E.
Piccolo, Maria Cintia
author_role author
author2 Jamet, Cédric
Loisel, Hubert
Vantrepotte, Vincent
Perillo, Gerardo Miguel E.
Piccolo, Maria Cintia
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Sst
Validation
Modis-Aqua
Match-Up Protocol
topic Sst
Validation
Modis-Aqua
Match-Up Protocol
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The validation of Sea surface Temperature (SST) provided by the MODIS-Aqua sensor (Moderate Resolution Imaging Spectroradiometer) for the inner and mid shelves of the southwest of Buenos Aires Province (Argentina), is for the first time presented. In situ data obtained with a multi-parametric sonde YSI-6600 and a CTD SBE91 between 2002 and 2011 is used to compare with the satellite SST product. The match-up exercise was established after comparing different spatial boxes, time difference windows, wind speeds, but also a coefficient of variation. The comparison exercise was made in the very coastal zone and the rest of the inner and mid-shelves separately. In the coastal zone applying a 3-by-2 pixel box and a time window of ±3 hours lead to the most accurate results, with a coefficient of correlation (r2) of 0.99, a bias of 0.62 ºC and a root-mean-square-error (RMSE) of 0.79ºC. In the inner-mid shelves when applying a coefficient of variability <0.3, a time window of ±3 hours and taking only values of wind speed > 6 m.s-1, r2 is 0.97, the bias, 0.46 ºC and the RMSE, 0.95ºC. The wind speed plays a major role in the inner-mid shelves as the SST product is affected by a stratification and formation of a diurnal thermocline in the ?skin and sub-skin layer? when the wind speed is below 6 m.s-1. The results between the two shelves are very similar. Finally, the spatial and temporal variability of SST satellite product was analyzed in the study area for the period August/2002 ? December/2010. The results evidence that inter-annual variability is not significant and that there is no positive or negative trend for the nine years of study. Seasonality is the main component of the temporal variability, which amplitude signal varies depending on bathymetry changes, physical forcing, stability of the water column and presence of flood plains.
Fil: Delgado, Ana Laura. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); Argentina
Fil: Jamet, Cédric. Laboratoire D; Francia
Fil: Loisel, Hubert. Laboratoire D'océanologie Et de Géociences; Francia
Fil: Vantrepotte, Vincent. Laboratoire D'océanologie Et de Géociences; Francia
Fil: Perillo, Gerardo Miguel E.. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); Argentina
Fil: Piccolo, Maria Cintia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto Argentino de Oceanografía (i); Argentina
description The validation of Sea surface Temperature (SST) provided by the MODIS-Aqua sensor (Moderate Resolution Imaging Spectroradiometer) for the inner and mid shelves of the southwest of Buenos Aires Province (Argentina), is for the first time presented. In situ data obtained with a multi-parametric sonde YSI-6600 and a CTD SBE91 between 2002 and 2011 is used to compare with the satellite SST product. The match-up exercise was established after comparing different spatial boxes, time difference windows, wind speeds, but also a coefficient of variation. The comparison exercise was made in the very coastal zone and the rest of the inner and mid-shelves separately. In the coastal zone applying a 3-by-2 pixel box and a time window of ±3 hours lead to the most accurate results, with a coefficient of correlation (r2) of 0.99, a bias of 0.62 ºC and a root-mean-square-error (RMSE) of 0.79ºC. In the inner-mid shelves when applying a coefficient of variability <0.3, a time window of ±3 hours and taking only values of wind speed > 6 m.s-1, r2 is 0.97, the bias, 0.46 ºC and the RMSE, 0.95ºC. The wind speed plays a major role in the inner-mid shelves as the SST product is affected by a stratification and formation of a diurnal thermocline in the ?skin and sub-skin layer? when the wind speed is below 6 m.s-1. The results between the two shelves are very similar. Finally, the spatial and temporal variability of SST satellite product was analyzed in the study area for the period August/2002 ? December/2010. The results evidence that inter-annual variability is not significant and that there is no positive or negative trend for the nine years of study. Seasonality is the main component of the temporal variability, which amplitude signal varies depending on bathymetry changes, physical forcing, stability of the water column and presence of flood plains.
publishDate 2014
dc.date.none.fl_str_mv 2014-01
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/11391
Delgado, Ana Laura; Jamet, Cédric; Loisel, Hubert; Vantrepotte, Vincent; Perillo, Gerardo Miguel E.; et al.; Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina; Taylor & Francis Ltd; International Journal Of Remote Sensing; 35; 1; 1-2014; 306-320
0143-1161
url http://hdl.handle.net/11336/11391
identifier_str_mv Delgado, Ana Laura; Jamet, Cédric; Loisel, Hubert; Vantrepotte, Vincent; Perillo, Gerardo Miguel E.; et al.; Evaluation of MODIS-Aqua Sea Surface Temperature product in the inner and mid shelves of the Southwest of Buenos Aires Province, Argentina; Taylor & Francis Ltd; International Journal Of Remote Sensing; 35; 1; 1-2014; 306-320
0143-1161
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://www.tandfonline.com/doi/abs/10.1080/01431161.2013.870680
info:eu-repo/semantics/altIdentifier/doi/10.1080/01431161.2013.870680
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Taylor & Francis Ltd
publisher.none.fl_str_mv Taylor & Francis Ltd
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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