Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).

Detalhes bibliográficos
Autor(a) principal: Garcia, Virginia Maria Tavano
Data de Publicação: 2006
Outros Autores: Signorini, Sérgio, Garcia, Carlos Alberto Eiras, McClain, Charles Ray
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da FURG (RI FURG)
Texto Completo: http://repositorio.furg.br/handle/1/1982
Resumo: Global ocean colour algorithms, used to extract chlorophyll concentration in the ocean surface, normally overestimate pigment values in coastal regions, due to optical interference of water components. The objective of the present investigation was to test the performance of both empirical (SeaWiFS OC4v4) and semi-analytical (GSM01 and CARDER) algorithms in the south-western Atlantic. In situ pigment and optical data have been collected in waters influenced by continental discharge from La Plata River and Patos Lagoon. The data was used to develop a regional version of the empirical SeaWiFS OC2v4 algorithm (termed OC2-LP). The relative percentage difference (RPD) between in situ and algorithm-derived chlorophyll was 11% in the regional version as compared to the global OC4v4 (RPD527%). The GSM01 and CARDER showed RPD of 14% and 31%, respectively. We have also tested the accuracy of the four algorithms (OC4v4, OC2-LP, GSM01 and CARDER) on SeaWiFS images taken over two cruise periods in the study region (winter of 2003 and summer of 2004). A seasonal difference was observed, where both OC4v4 and OC2-LP overestimate chlorophyll in summer at a higher magnitude than in winter, and the GSM01 algorithm showed a marked underestimation of chlorophyll in winter. The CARDER model showed a good performance both in winter and summer, when applied to satellite-retrieved radiances. Our results show that the use of semi-analytical models does not improve significantly the accuracy of chlorophyll retrievals in coastal areas when not properly tuned with regional inherent optical properties measurements.
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spelling Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).Semi-analyticalChlorophyll algorithmsAtlantic coastalGlobal ocean colour algorithms, used to extract chlorophyll concentration in the ocean surface, normally overestimate pigment values in coastal regions, due to optical interference of water components. The objective of the present investigation was to test the performance of both empirical (SeaWiFS OC4v4) and semi-analytical (GSM01 and CARDER) algorithms in the south-western Atlantic. In situ pigment and optical data have been collected in waters influenced by continental discharge from La Plata River and Patos Lagoon. The data was used to develop a regional version of the empirical SeaWiFS OC2v4 algorithm (termed OC2-LP). The relative percentage difference (RPD) between in situ and algorithm-derived chlorophyll was 11% in the regional version as compared to the global OC4v4 (RPD527%). The GSM01 and CARDER showed RPD of 14% and 31%, respectively. We have also tested the accuracy of the four algorithms (OC4v4, OC2-LP, GSM01 and CARDER) on SeaWiFS images taken over two cruise periods in the study region (winter of 2003 and summer of 2004). A seasonal difference was observed, where both OC4v4 and OC2-LP overestimate chlorophyll in summer at a higher magnitude than in winter, and the GSM01 algorithm showed a marked underestimation of chlorophyll in winter. The CARDER model showed a good performance both in winter and summer, when applied to satellite-retrieved radiances. Our results show that the use of semi-analytical models does not improve significantly the accuracy of chlorophyll retrievals in coastal areas when not properly tuned with regional inherent optical properties measurements.2012-05-04T20:06:11Z2012-05-04T20:06:11Z2006info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfGARCIA, Virginia Maria Tavano Garcia et al. Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW). International Journal of Remote Sensing, Londres, vol. 27, n. 08, abril de 2006, p. 1532-1562.0143-1161http://repositorio.furg.br/handle/1/198210.1080/01431160500382857engGarcia, Virginia Maria TavanoSignorini, SérgioGarcia, Carlos Alberto EirasMcClain, Charles Rayinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FURG (RI FURG)instname:Universidade Federal do Rio Grande (FURG)instacron:FURG2013-06-05T18:43:54Zoai:repositorio.furg.br:1/1982Repositório InstitucionalPUBhttps://repositorio.furg.br/oai/request || http://200.19.254.174/oai/requestopendoar:2013-06-05T18:43:54Repositório Institucional da FURG (RI FURG) - Universidade Federal do Rio Grande (FURG)false
dc.title.none.fl_str_mv Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
title Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
spellingShingle Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
Garcia, Virginia Maria Tavano
Semi-analytical
Chlorophyll algorithms
Atlantic coastal
title_short Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
title_full Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
title_fullStr Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
title_full_unstemmed Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
title_sort Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
author Garcia, Virginia Maria Tavano
author_facet Garcia, Virginia Maria Tavano
Signorini, Sérgio
Garcia, Carlos Alberto Eiras
McClain, Charles Ray
author_role author
author2 Signorini, Sérgio
Garcia, Carlos Alberto Eiras
McClain, Charles Ray
author2_role author
author
author
dc.contributor.author.fl_str_mv Garcia, Virginia Maria Tavano
Signorini, Sérgio
Garcia, Carlos Alberto Eiras
McClain, Charles Ray
dc.subject.por.fl_str_mv Semi-analytical
Chlorophyll algorithms
Atlantic coastal
topic Semi-analytical
Chlorophyll algorithms
Atlantic coastal
description Global ocean colour algorithms, used to extract chlorophyll concentration in the ocean surface, normally overestimate pigment values in coastal regions, due to optical interference of water components. The objective of the present investigation was to test the performance of both empirical (SeaWiFS OC4v4) and semi-analytical (GSM01 and CARDER) algorithms in the south-western Atlantic. In situ pigment and optical data have been collected in waters influenced by continental discharge from La Plata River and Patos Lagoon. The data was used to develop a regional version of the empirical SeaWiFS OC2v4 algorithm (termed OC2-LP). The relative percentage difference (RPD) between in situ and algorithm-derived chlorophyll was 11% in the regional version as compared to the global OC4v4 (RPD527%). The GSM01 and CARDER showed RPD of 14% and 31%, respectively. We have also tested the accuracy of the four algorithms (OC4v4, OC2-LP, GSM01 and CARDER) on SeaWiFS images taken over two cruise periods in the study region (winter of 2003 and summer of 2004). A seasonal difference was observed, where both OC4v4 and OC2-LP overestimate chlorophyll in summer at a higher magnitude than in winter, and the GSM01 algorithm showed a marked underestimation of chlorophyll in winter. The CARDER model showed a good performance both in winter and summer, when applied to satellite-retrieved radiances. Our results show that the use of semi-analytical models does not improve significantly the accuracy of chlorophyll retrievals in coastal areas when not properly tuned with regional inherent optical properties measurements.
publishDate 2006
dc.date.none.fl_str_mv 2006
2012-05-04T20:06:11Z
2012-05-04T20:06:11Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv GARCIA, Virginia Maria Tavano Garcia et al. Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW). International Journal of Remote Sensing, Londres, vol. 27, n. 08, abril de 2006, p. 1532-1562.
0143-1161
http://repositorio.furg.br/handle/1/1982
10.1080/01431160500382857
identifier_str_mv GARCIA, Virginia Maria Tavano Garcia et al. Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW). International Journal of Remote Sensing, Londres, vol. 27, n. 08, abril de 2006, p. 1532-1562.
0143-1161
10.1080/01431160500382857
url http://repositorio.furg.br/handle/1/1982
dc.language.iso.fl_str_mv eng
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instname:Universidade Federal do Rio Grande (FURG)
instacron:FURG
instname_str Universidade Federal do Rio Grande (FURG)
instacron_str FURG
institution FURG
reponame_str Repositório Institucional da FURG (RI FURG)
collection Repositório Institucional da FURG (RI FURG)
repository.name.fl_str_mv Repositório Institucional da FURG (RI FURG) - Universidade Federal do Rio Grande (FURG)
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