Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean

Abstract Phytoplankton exhibit diverse physiological responses to temperature which influence their fitness in the environment and consequently alter their community structure. Here, we explored the sensitivity of phytoplankton community structure to thermal response parameterization in a modelled m...

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Published in:Global Change Biology
Main Authors: Anderson, Stephanie I., Fronda, Clara, Barton, Andrew D., Clayton, Sophie, Rynearson, Tatiana A., Dutkiewicz, Stephanie
Other Authors: National Science Foundation, Simons Foundation
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2023
Subjects:
Online Access:http://dx.doi.org/10.1111/gcb.17093
https://onlinelibrary.wiley.com/doi/pdf/10.1111/gcb.17093
id crwiley:10.1111/gcb.17093
record_format openpolar
spelling crwiley:10.1111/gcb.17093 2024-04-21T08:12:18+00:00 Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean Anderson, Stephanie I. Fronda, Clara Barton, Andrew D. Clayton, Sophie Rynearson, Tatiana A. Dutkiewicz, Stephanie National Science Foundation Simons Foundation 2023 http://dx.doi.org/10.1111/gcb.17093 https://onlinelibrary.wiley.com/doi/pdf/10.1111/gcb.17093 en eng Wiley http://creativecommons.org/licenses/by-nc/4.0/ Global Change Biology volume 30, issue 1 ISSN 1354-1013 1365-2486 General Environmental Science Ecology Environmental Chemistry Global and Planetary Change journal-article 2023 crwiley https://doi.org/10.1111/gcb.17093 2024-03-28T08:31:44Z Abstract Phytoplankton exhibit diverse physiological responses to temperature which influence their fitness in the environment and consequently alter their community structure. Here, we explored the sensitivity of phytoplankton community structure to thermal response parameterization in a modelled marine phytoplankton community. Using published empirical data, we evaluated the maximum thermal growth rates ( μ max ) and temperature coefficients ( Q 10 the rate at which growth scales with temperature) of six key Phytoplankton Functional Types (PFTs): coccolithophores, cyanobacteria, diatoms, diazotrophs, dinoflagellates, and green algae. Following three well‐documented methods, PFTs were either assumed to have (1) the same μ max and the same Q 10 (as in to Eppley, 1972), (2) a unique μ max but the same Q 10 (similar to Kremer et al., 2017), or (3) a unique μ max and a unique Q 10 (following Anderson et al., 2021). These trait values were then implemented within the Massachusetts Institute of Technology biogeochemistry and ecosystem model (called Darwin) for each PFT under a control and climate change scenario. Our results suggest that applying a μ max and Q 10 universally across PFTs (as in Eppley, 1972) leads to unrealistic phytoplankton communities, which lack diatoms globally. Additionally, we find that accounting for differences in the Q 10 between PFTs can significantly impact each PFT's competitive ability, especially at high latitudes, leading to altered modeled phytoplankton community structures in our control and climate change simulations. This then impacts estimates of biogeochemical processes, with, for example, estimates of export production varying by ~10% in the Southern Ocean depending on the parameterization. Our results indicate that the diversity of thermal response traits in phytoplankton not only shape community composition in the historical and future, warmer ocean, but that these traits have significant feedbacks on global biogeochemical cycles. Article in Journal/Newspaper Southern Ocean Wiley Online Library Global Change Biology 30 1
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
topic General Environmental Science
Ecology
Environmental Chemistry
Global and Planetary Change
spellingShingle General Environmental Science
Ecology
Environmental Chemistry
Global and Planetary Change
Anderson, Stephanie I.
Fronda, Clara
Barton, Andrew D.
Clayton, Sophie
Rynearson, Tatiana A.
Dutkiewicz, Stephanie
Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
topic_facet General Environmental Science
Ecology
Environmental Chemistry
Global and Planetary Change
description Abstract Phytoplankton exhibit diverse physiological responses to temperature which influence their fitness in the environment and consequently alter their community structure. Here, we explored the sensitivity of phytoplankton community structure to thermal response parameterization in a modelled marine phytoplankton community. Using published empirical data, we evaluated the maximum thermal growth rates ( μ max ) and temperature coefficients ( Q 10 the rate at which growth scales with temperature) of six key Phytoplankton Functional Types (PFTs): coccolithophores, cyanobacteria, diatoms, diazotrophs, dinoflagellates, and green algae. Following three well‐documented methods, PFTs were either assumed to have (1) the same μ max and the same Q 10 (as in to Eppley, 1972), (2) a unique μ max but the same Q 10 (similar to Kremer et al., 2017), or (3) a unique μ max and a unique Q 10 (following Anderson et al., 2021). These trait values were then implemented within the Massachusetts Institute of Technology biogeochemistry and ecosystem model (called Darwin) for each PFT under a control and climate change scenario. Our results suggest that applying a μ max and Q 10 universally across PFTs (as in Eppley, 1972) leads to unrealistic phytoplankton communities, which lack diatoms globally. Additionally, we find that accounting for differences in the Q 10 between PFTs can significantly impact each PFT's competitive ability, especially at high latitudes, leading to altered modeled phytoplankton community structures in our control and climate change simulations. This then impacts estimates of biogeochemical processes, with, for example, estimates of export production varying by ~10% in the Southern Ocean depending on the parameterization. Our results indicate that the diversity of thermal response traits in phytoplankton not only shape community composition in the historical and future, warmer ocean, but that these traits have significant feedbacks on global biogeochemical cycles.
author2 National Science Foundation
Simons Foundation
format Article in Journal/Newspaper
author Anderson, Stephanie I.
Fronda, Clara
Barton, Andrew D.
Clayton, Sophie
Rynearson, Tatiana A.
Dutkiewicz, Stephanie
author_facet Anderson, Stephanie I.
Fronda, Clara
Barton, Andrew D.
Clayton, Sophie
Rynearson, Tatiana A.
Dutkiewicz, Stephanie
author_sort Anderson, Stephanie I.
title Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
title_short Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
title_full Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
title_fullStr Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
title_full_unstemmed Phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
title_sort phytoplankton thermal trait parameterization alters community structure and biogeochemical processes in a modeled ocean
publisher Wiley
publishDate 2023
url http://dx.doi.org/10.1111/gcb.17093
https://onlinelibrary.wiley.com/doi/pdf/10.1111/gcb.17093
genre Southern Ocean
genre_facet Southern Ocean
op_source Global Change Biology
volume 30, issue 1
ISSN 1354-1013 1365-2486
op_rights http://creativecommons.org/licenses/by-nc/4.0/
op_doi https://doi.org/10.1111/gcb.17093
container_title Global Change Biology
container_volume 30
container_issue 1
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