Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea

Decreased sea ice cover in the northern Bering Sea has altered annual phytoplankton phenology owing to an expansion of open water duration and its impact on ocean stratification. Limitations of satellite remote sensing such as the inability to detect bloom activity throughout the water column, under...

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Published in:PLOS ONE
Main Authors: Gaffey, Clare B., Frey, Karen E., Cooper, Lee W., Grebmeier, Jacqueline M.
Other Authors: Li, Delei, Edna Bailey Sussman Fund, US Geospatial Intelligence Foundation, National Science Foundation
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2022
Subjects:
Online Access:http://dx.doi.org/10.1371/journal.pone.0267586
https://dx.plos.org/10.1371/journal.pone.0267586
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spelling crplos:10.1371/journal.pone.0267586 2024-06-23T07:51:45+00:00 Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea Gaffey, Clare B. Frey, Karen E. Cooper, Lee W. Grebmeier, Jacqueline M. Li, Delei Edna Bailey Sussman Fund US Geospatial Intelligence Foundation National Science Foundation National Science Foundation National Science Foundation 2022 http://dx.doi.org/10.1371/journal.pone.0267586 https://dx.plos.org/10.1371/journal.pone.0267586 en eng Public Library of Science (PLoS) http://creativecommons.org/licenses/by/4.0/ PLOS ONE volume 17, issue 7, page e0267586 ISSN 1932-6203 journal-article 2022 crplos https://doi.org/10.1371/journal.pone.0267586 2024-06-04T06:17:28Z Decreased sea ice cover in the northern Bering Sea has altered annual phytoplankton phenology owing to an expansion of open water duration and its impact on ocean stratification. Limitations of satellite remote sensing such as the inability to detect bloom activity throughout the water column, under ice, and in cloudy conditions dictate the need for shipboard based measurements to provide more information on bloom dynamics. In this study, we adapted remote sensing land cover classification techniques to provide a new means to determine bloom stage from shipboard samples. Specifically, we used multiyear satellite time series of chlorophyll a to determine whether in-situ blooms were actively growing or mature (i.e., past-peak) at the time of field sampling. Field observations of chlorophyll a and pheophytin (degraded and oxidized chlorophyll products) were used to calculate pheophytin proportions, i.e., (Pheophytin/(Chlorophyll a + Pheophytin)) and empirically determine whether the bloom was growing or mature based on remotely sensed bloom stages. Data collected at 13 north Bering Sea stations each July from 2013–2019 supported a pheophytin proportion of 28% as the best empirical threshold to distinguish a growing vs. mature bloom stage. One outcome was that low vs. high sea ice years resulted in significantly different pheophytin proportions in July; in years with low winter-to-spring ice, more blooms with growing status were observed, compared to later stage, more mature blooms following springs with abundant seasonal sea ice. The detection of growing blooms in July following low ice years suggests that changes in the timing of the spring bloom triggers cascading effects on mid-summer production. Article in Journal/Newspaper Bering Sea Sea ice PLOS Bering Sea PLOS ONE 17 7 e0267586
institution Open Polar
collection PLOS
op_collection_id crplos
language English
description Decreased sea ice cover in the northern Bering Sea has altered annual phytoplankton phenology owing to an expansion of open water duration and its impact on ocean stratification. Limitations of satellite remote sensing such as the inability to detect bloom activity throughout the water column, under ice, and in cloudy conditions dictate the need for shipboard based measurements to provide more information on bloom dynamics. In this study, we adapted remote sensing land cover classification techniques to provide a new means to determine bloom stage from shipboard samples. Specifically, we used multiyear satellite time series of chlorophyll a to determine whether in-situ blooms were actively growing or mature (i.e., past-peak) at the time of field sampling. Field observations of chlorophyll a and pheophytin (degraded and oxidized chlorophyll products) were used to calculate pheophytin proportions, i.e., (Pheophytin/(Chlorophyll a + Pheophytin)) and empirically determine whether the bloom was growing or mature based on remotely sensed bloom stages. Data collected at 13 north Bering Sea stations each July from 2013–2019 supported a pheophytin proportion of 28% as the best empirical threshold to distinguish a growing vs. mature bloom stage. One outcome was that low vs. high sea ice years resulted in significantly different pheophytin proportions in July; in years with low winter-to-spring ice, more blooms with growing status were observed, compared to later stage, more mature blooms following springs with abundant seasonal sea ice. The detection of growing blooms in July following low ice years suggests that changes in the timing of the spring bloom triggers cascading effects on mid-summer production.
author2 Li, Delei
Edna Bailey Sussman Fund
US Geospatial Intelligence Foundation
National Science Foundation
National Science Foundation
National Science Foundation
format Article in Journal/Newspaper
author Gaffey, Clare B.
Frey, Karen E.
Cooper, Lee W.
Grebmeier, Jacqueline M.
spellingShingle Gaffey, Clare B.
Frey, Karen E.
Cooper, Lee W.
Grebmeier, Jacqueline M.
Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea
author_facet Gaffey, Clare B.
Frey, Karen E.
Cooper, Lee W.
Grebmeier, Jacqueline M.
author_sort Gaffey, Clare B.
title Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea
title_short Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea
title_full Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea
title_fullStr Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea
title_full_unstemmed Phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern Bering Sea
title_sort phytoplankton bloom stages estimated from chlorophyll pigment proportions suggest delayed summer production in low sea ice years in the northern bering sea
publisher Public Library of Science (PLoS)
publishDate 2022
url http://dx.doi.org/10.1371/journal.pone.0267586
https://dx.plos.org/10.1371/journal.pone.0267586
geographic Bering Sea
geographic_facet Bering Sea
genre Bering Sea
Sea ice
genre_facet Bering Sea
Sea ice
op_source PLOS ONE
volume 17, issue 7, page e0267586
ISSN 1932-6203
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1371/journal.pone.0267586
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