Empirical and semi-analytical chlorophyll algorithms in the south- western Atlantic coastal region (25–40uS and 60–45uW).
Autor(a) principal: | |
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Data de Publicação: | 2006 |
Outros Autores: | , , |
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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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 |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da FURG (RI FURG) 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) |
repository.mail.fl_str_mv |
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1807384359633682432 |