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Evaluation of satellite retrievals of ocean chlorophyll-a in the California Current

TitleEvaluation of satellite retrievals of ocean chlorophyll-a in the California Current
Publication TypeJournal Article
Year of Publication2014
AuthorsKahru M, Kudela R.M, Anderson C.R, Manzano-Sarabia M., Mitchell B.G
JournalRemote Sensing
Volume6
Pagination8524-8540
Date Published2014/09
Type of ArticleArticle
ISBN Number2072-4292
Accession NumberWOS:000343093800028
Keywordsalgorithms; california current; chlorophyll; coastal; estuary; ocean color; phytoplankton; Remote; seawifs; sensing; surface chlorophyll; trends; validation
Abstract

Retrievals of ocean surface chlorophyll-a concentration (Chla) by multiple ocean color satellite sensors (SeaWiFS, MODIS-Terra, MODIS-Aqua, MERIS, VIIRS) using standard algorithms were evaluated in the California Current using a large archive of in situ measurements. Over the full range of in situ Chla, all sensors produced a coefficient of determination (R-2) between 0.79 and 0.88 and a median absolute percent error (MdAPE) between 21% and 27%. However, at in situ Chla > 1 mg m(-3), only products from MERIS (both the ESA produced algal_1 and NASA produced chlor_a) maintained reasonable accuracy (R-2 from 0.74 to 0.52 and MdAPE from 23% to 31%, respectively), while the other sensors had R-2 below 0.5 and MdAPE higher than 36%. We show that the low accuracy at medium and high Chla is caused by the poor retrieval of remote sensing reflectance.

DOI10.3390/rs6098524
Student Publication: 
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