Radiometric approach for the detection of picophytoplankton assemblages across oceanic fronts

Priscila Kienteca Lange, P. Jeremy Werdell, Zachary K. Erickson, Giorgio Dall’olmo, Robert J. W. Brewin, Mikhail V. Zubkov, Glen A. Tarran, Heather A. Bouman, Wayne H. Slade, Susanne E. Craig, Nicole J. Poulton, Astrid Bracher, Michael W. Lomas, Ivona Cetinić

Research output: Contribution to journalArticle

Abstract

Cell abundances of Prochlorococcus, Synechococcus, and autotrophic picoeukaryotes were estimated in surface waters using principal component analysis (PCA) of hyperspectral and multispectral remote-sensing reflectance data. This involved the development of models that employed multilinear correlations between cell abundances across the Atlantic Ocean and a combination of PCA scores and sea surface temperatures. The models retrieve high Prochlorococcus abundances in the Equatorial Convergence Zone and show their numerical dominance in oceanic gyres, with decreases in Prochlorococcus abundances towards temperate waters where Synechococcus flourishes, and an emergence of picoeukaryotes in temperate waters. Fine-scale in-situ sampling across ocean fronts provided a large dynamic range of measurements for the training dataset, which resulted in the successful detection of fine-scale Synechococcus patches. Satellite implementation of the models showed good performance (R2 > 0.50) when validated against in-situ data from six Atlantic Meridional Transect cruises. The improved relative performance of the hyperspectral models highlights the importance of future high spectral resolution satellite instruments, such as the NASA PACE mission’s Ocean Color Instrument, to extend our spatiotemporal knowledge about ecologically relevant phytoplankton assemblages.
Original languageEnglish
Number of pages24
JournalOptics Express
Volume28
Issue number18
DOIs
Publication statusPublished - 17 Aug 2020

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    Lange, P. K., Werdell, P. J., Erickson, Z. K., Dall’olmo, G., Brewin, R. J. W., Zubkov, M. V., Tarran, G. A., Bouman, H. A., Slade, W. H., Craig, S. E., Poulton, N. J., Bracher, A., Lomas, M. W., & Cetinić, I. (2020). Radiometric approach for the detection of picophytoplankton assemblages across oceanic fronts. Optics Express, 28(18). https://doi.org/10.1364/OE.398127