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.
Format: Text
Language:unknown
Published: Clark Digital Commons 2022
Subjects:
ice
Online Access:https://commons.clarku.edu/faculty_geography/186
https://doi.org/10.1371/journal.pone.0267586
https://commons.clarku.edu/context/faculty_geography/article/1185/viewcontent/GeographyFacultyWorks_Frey_PhytoBloom_2022.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/0/type/additional/viewcontent/PhytoBloom_Frey_S1Appendix.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/1/type/additional/viewcontent/PhytoBloom_Frey_S1Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/2/type/additional/viewcontent/PhytoBloom_Frey_S2Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/3/type/additional/viewcontent/PhytoBloom_Frey_S3Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/4/type/additional/viewcontent/PhytoBloom_Frey_S4Table.pdf
id ftclarkuniv:oai:commons.clarku.edu:faculty_geography-1185
record_format openpolar
institution Open Polar
collection Clark University: Clark Digital Commons
op_collection_id ftclarkuniv
language unknown
topic chlorophyll
chlorophyll a
ice
pheophytin
water
Climate
Environmental Sciences
spellingShingle chlorophyll
chlorophyll a
ice
pheophytin
water
Climate
Environmental Sciences
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
topic_facet chlorophyll
chlorophyll a
ice
pheophytin
water
Climate
Environmental Sciences
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. Features 5 additional documents of supporting information available for download.
format Text
author Gaffey, Clare B.
Frey, Karen E.
Cooper, Lee W.
Grebmeier, Jacqueline M.
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 Clark Digital Commons
publishDate 2022
url https://commons.clarku.edu/faculty_geography/186
https://doi.org/10.1371/journal.pone.0267586
https://commons.clarku.edu/context/faculty_geography/article/1185/viewcontent/GeographyFacultyWorks_Frey_PhytoBloom_2022.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/0/type/additional/viewcontent/PhytoBloom_Frey_S1Appendix.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/1/type/additional/viewcontent/PhytoBloom_Frey_S1Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/2/type/additional/viewcontent/PhytoBloom_Frey_S2Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/3/type/additional/viewcontent/PhytoBloom_Frey_S3Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/4/type/additional/viewcontent/PhytoBloom_Frey_S4Table.pdf
geographic Bering Sea
geographic_facet Bering Sea
genre Bering Sea
Sea ice
genre_facet Bering Sea
Sea ice
op_source Geography
op_relation https://commons.clarku.edu/faculty_geography/186
doi:10.1371/journal.pone.0267586
https://commons.clarku.edu/context/faculty_geography/article/1185/viewcontent/GeographyFacultyWorks_Frey_PhytoBloom_2022.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/0/type/additional/viewcontent/PhytoBloom_Frey_S1Appendix.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/1/type/additional/viewcontent/PhytoBloom_Frey_S1Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/2/type/additional/viewcontent/PhytoBloom_Frey_S2Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/3/type/additional/viewcontent/PhytoBloom_Frey_S3Table.pdf
https://commons.clarku.edu/context/faculty_geography/article/1185/filename/4/type/additional/viewcontent/PhytoBloom_Frey_S4Table.pdf
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1371/journal.pone.0267586
container_title PLOS ONE
container_volume 17
container_issue 7
container_start_page e0267586
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spelling ftclarkuniv:oai:commons.clarku.edu:faculty_geography-1185 2023-09-05T13:18:31+02:00 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. 2022-01-01T08:00:00Z application/pdf https://commons.clarku.edu/faculty_geography/186 https://doi.org/10.1371/journal.pone.0267586 https://commons.clarku.edu/context/faculty_geography/article/1185/viewcontent/GeographyFacultyWorks_Frey_PhytoBloom_2022.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/0/type/additional/viewcontent/PhytoBloom_Frey_S1Appendix.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/1/type/additional/viewcontent/PhytoBloom_Frey_S1Table.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/2/type/additional/viewcontent/PhytoBloom_Frey_S2Table.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/3/type/additional/viewcontent/PhytoBloom_Frey_S3Table.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/4/type/additional/viewcontent/PhytoBloom_Frey_S4Table.pdf unknown Clark Digital Commons https://commons.clarku.edu/faculty_geography/186 doi:10.1371/journal.pone.0267586 https://commons.clarku.edu/context/faculty_geography/article/1185/viewcontent/GeographyFacultyWorks_Frey_PhytoBloom_2022.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/0/type/additional/viewcontent/PhytoBloom_Frey_S1Appendix.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/1/type/additional/viewcontent/PhytoBloom_Frey_S1Table.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/2/type/additional/viewcontent/PhytoBloom_Frey_S2Table.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/3/type/additional/viewcontent/PhytoBloom_Frey_S3Table.pdf https://commons.clarku.edu/context/faculty_geography/article/1185/filename/4/type/additional/viewcontent/PhytoBloom_Frey_S4Table.pdf http://creativecommons.org/licenses/by/4.0/ Geography chlorophyll chlorophyll a ice pheophytin water Climate Environmental Sciences text 2022 ftclarkuniv https://doi.org/10.1371/journal.pone.0267586 2023-08-14T06:16:39Z 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. Features 5 additional documents of supporting information available for download. Text Bering Sea Sea ice Clark University: Clark Digital Commons Bering Sea PLOS ONE 17 7 e0267586