Journal
REMOTE SENSING
Volume 6, Issue 1, Pages 1-19Publisher
MDPI
DOI: 10.3390/rs6010001
Keywords
primary production; phytoplankton composition; Chl-a; remote sensing; MODIS; seaWiFS; biogeochemical models
Categories
Funding
- NASA EOS Program
- MAP Program
- CMS Program
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We used the NASA Ocean Biogeochemical Model (NOBM) combined with remote sensing data via assimilation to evaluate the contribution of four phytoplankton groups to the total primary production. First, we assessed the contribution of each phytoplankton groups to the total primary production at a global scale for the period 1998-2011. Globally, diatoms contributed the most to the total phytoplankton production (approximate to 50%, the equivalent of approximate to 20 PgCy(-1)). Coccolithophores and chlorophytes each contributed approximate to 20% (approximate to 7 PgCy(-1)) of the total primary production and cyanobacteria represented about 10% (approximate to 4 PgCy(-1)) of the total primary production. Primary production by diatoms was highest in the high latitudes (>40 degrees) and in major upwelling systems (Equatorial Pacific and Benguela system). We then assessed interannual variability of this group-specific primary production over the period 1998-2011. Globally the annual relative contribution of each phytoplankton groups to the total primary production varied by maximum 4% (1-2 PgCy(-1)). We assessed the effects of climate variability on group-specific primary production using global (i.e., Multivariate El Nino Index, MEI) and regional climate indices (e.g., Southern Annular Mode (SAM), Pacific Decadal Oscillation (PDO) and North Atlantic Oscillation (NAO)). Most interannual variability occurred in the Equatorial Pacific and was associated with climate variability as indicated by significant correlation (p < 0.05) between the MEI and the group-specific primary production from all groups except coccolithophores. In the Atlantic, climate variability as indicated by NAO was significantly correlated to the primary production of 2 out of the 4 groups in the North Central Atlantic (diatoms/cyanobacteria) and in the North Atlantic (chlorophytes and coccolithophores). We found that climate variability as indicated by SAM had only a limited effect on group-specific primary production in the Southern Ocean. These results provide a modeling and data assimilation perspective to phytoplankton partitioning of primary production and contribute to our understanding of the dynamics of the carbon cycle in the oceans at a global scale.
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