Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS

Abstract. With the increasing interest for Arctic Ocean resources and faced with its sensitivity to climate change, it is important to accurately monitor the chlorophyll-a (Chla) concentration that is a key indicator of phytoplankton biomass and marine productivity. The performances of three operati...

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Main Authors: Meris Spectral B, Sélima Ben Mustapha, Pierre Larouche
Other Authors: The Pennsylvania State University CiteSeerX Archives
Format: Text
Language:English
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Online Access:http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.666.8022
http://aquatel.uqar.ca/Publi/BenMustapha_etal_CJRS_2012.pdf
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spelling ftciteseerx:oai:CiteSeerX.psu:10.1.1.666.8022 2023-05-15T14:51:07+02:00 Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS Meris Spectral B Sélima Ben Mustapha Pierre Larouche The Pennsylvania State University CiteSeerX Archives application/pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.666.8022 http://aquatel.uqar.ca/Publi/BenMustapha_etal_CJRS_2012.pdf en eng http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.666.8022 http://aquatel.uqar.ca/Publi/BenMustapha_etal_CJRS_2012.pdf Metadata may be used without restrictions as long as the oai identifier remains attached to it. http://aquatel.uqar.ca/Publi/BenMustapha_etal_CJRS_2012.pdf text ftciteseerx 2016-01-08T17:08:12Z Abstract. With the increasing interest for Arctic Ocean resources and faced with its sensitivity to climate change, it is important to accurately monitor the chlorophyll-a (Chla) concentration that is a key indicator of phytoplankton biomass and marine productivity. The performances of three operational algorithms (OC4v6, OC3Mv6, OC4Mev6), two Arctic adapted algorithms (OC4L, OC4P), and one semi-analytical (GSM01) algorithm to estimate Chla were evaluated using in situ measurements collected in the southeastern Beaufort Sea. All evaluated algorithms clearly overestimated Chla by a factor of three to five. A high contribution of colored dissolved organic matter and nonalgal particles to the blue light absorption appeared as the source of that poor performance. It was also found that fluorometrically measured Chla were two times greater than those determined from high-performance liquid chromatography, contributing to the observed discrepancies between our findings and previous studies carried out in the Arctic. We propose regionally adapted and new algorithms allowing accurate estimation of Chla in the southeastern Beaufort Sea. Finally, a matchup analysis of coincident in situ data and satellite overpass showed that the normalized water-leaving reflectance and the blue-to-green ratio retrieval were more accurate for SeaWiFS than for MODIS and MERIS. Résumé. Avec l’intérêt croissant pour les ressources de l’océan Arctique et face a ̀ sa sensibilite ́ aux changements climatiques, il est important de suivre de façon précise la concentration de la chlorophylle-a (Chla) qui est un indicateur cle ́ de la biomasse phytoplanctonique et de la productivite ́ marine. La performance de trois algorithmes opérationnels Text Arctic Arctic Ocean Arctique* Beaufort Sea Climate change Phytoplankton Unknown Arctic Arctic Ocean
institution Open Polar
collection Unknown
op_collection_id ftciteseerx
language English
description Abstract. With the increasing interest for Arctic Ocean resources and faced with its sensitivity to climate change, it is important to accurately monitor the chlorophyll-a (Chla) concentration that is a key indicator of phytoplankton biomass and marine productivity. The performances of three operational algorithms (OC4v6, OC3Mv6, OC4Mev6), two Arctic adapted algorithms (OC4L, OC4P), and one semi-analytical (GSM01) algorithm to estimate Chla were evaluated using in situ measurements collected in the southeastern Beaufort Sea. All evaluated algorithms clearly overestimated Chla by a factor of three to five. A high contribution of colored dissolved organic matter and nonalgal particles to the blue light absorption appeared as the source of that poor performance. It was also found that fluorometrically measured Chla were two times greater than those determined from high-performance liquid chromatography, contributing to the observed discrepancies between our findings and previous studies carried out in the Arctic. We propose regionally adapted and new algorithms allowing accurate estimation of Chla in the southeastern Beaufort Sea. Finally, a matchup analysis of coincident in situ data and satellite overpass showed that the normalized water-leaving reflectance and the blue-to-green ratio retrieval were more accurate for SeaWiFS than for MODIS and MERIS. Résumé. Avec l’intérêt croissant pour les ressources de l’océan Arctique et face a ̀ sa sensibilite ́ aux changements climatiques, il est important de suivre de façon précise la concentration de la chlorophylle-a (Chla) qui est un indicateur cle ́ de la biomasse phytoplanctonique et de la productivite ́ marine. La performance de trois algorithmes opérationnels
author2 The Pennsylvania State University CiteSeerX Archives
format Text
author Meris Spectral B
Sélima Ben Mustapha
Pierre Larouche
spellingShingle Meris Spectral B
Sélima Ben Mustapha
Pierre Larouche
Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS
author_facet Meris Spectral B
Sélima Ben Mustapha
Pierre Larouche
author_sort Meris Spectral B
title Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS
title_short Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS
title_full Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS
title_fullStr Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS
title_full_unstemmed Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS
title_sort evaluation of ocean color algorithms in the southeastern beaufort sea, canadian arctic: new parameterization using seawifs
url http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.666.8022
http://aquatel.uqar.ca/Publi/BenMustapha_etal_CJRS_2012.pdf
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic Ocean
Arctique*
Beaufort Sea
Climate change
Phytoplankton
genre_facet Arctic
Arctic Ocean
Arctique*
Beaufort Sea
Climate change
Phytoplankton
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http://aquatel.uqar.ca/Publi/BenMustapha_etal_CJRS_2012.pdf
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