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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/11391
Ver los metadatos del registro completo
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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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1844613220199825408 |
score |
13.070432 |