Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study
Arctic coastal ecosystems are rapidly changing due to climate warming. This makes modeling their productivity crucially important to better understand future changes. System primary production in these systems is highest during the pronounced spring bloom, typically dominated by diatoms. Eventually...
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European Geosciences Union
2021
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Online Access: | https://hdl.handle.net/10037/21524 https://doi.org/10.5194/bg-18-1719-2021 |
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ftunivtroemsoe:oai:munin.uit.no:10037/21524 2023-05-15T14:23:59+02:00 Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study Vonnahme, Tobias Leroy, Martial Thoms, Silke van Oevelen, Dick Harvey, Rodger Kristiansen, Svein Gradinger, Rolf Dietrich, Ulrike Völker, Christoph 2021-03-11 https://hdl.handle.net/10037/21524 https://doi.org/10.5194/bg-18-1719-2021 eng eng European Geosciences Union Vonnahme, T. (2021). Microbial diversity and ecology in the coastal Arctic seasonal ice zone. (Doctoral thesis). https://hdl.handle.net/10037/20570 . Biogeosciences Vonnahme, Leroy, thoms, van Oevelen, Harvey, Kristiansen S, Gradinger R, Dietrich U, Völker. Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study. Biogeosciences. 2021;18:1719-1747 FRIDAID 1903178 doi:10.5194/bg-18-1719-2021 1726-4170 1726-4189 https://hdl.handle.net/10037/21524 openAccess Copyright 2021 The Author(s) VDP::Mathematics and natural science: 400::Geosciences: 450::Marine geology: 466 VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Marin geologi: 466 Journal article Tidsskriftartikkel Peer reviewed publishedVersion 2021 ftunivtroemsoe https://doi.org/10.5194/bg-18-1719-2021 2021-06-25T17:58:10Z Arctic coastal ecosystems are rapidly changing due to climate warming. This makes modeling their productivity crucially important to better understand future changes. System primary production in these systems is highest during the pronounced spring bloom, typically dominated by diatoms. Eventually the spring blooms terminate due to silicon or nitrogen limitation. Bacteria can play an important role for extending bloom duration and total CO2 fixation through ammonium regeneration. Current ecosystem models often simplify the effects of nutrient co-limitations on algal physiology and cellular ratios and simplify nutrient regeneration. These simplifications may lead to underestimations of primary production. Detailed biochemistry- and cell-based models can represent these dynamics but are difficult to tune in the environment. We performed a cultivation experiment that showed typical spring bloom dynamics, such as extended algal growth via bacterial ammonium remineralization, reduced algal growth and inhibited chlorophyll synthesis under silicate limitation, and gradually reduced nitrogen assimilation and chlorophyll synthesis under nitrogen limitation. We developed a simplified dynamic model to represent these processes. Overall, model complexity in terms of the number of parameters is comparable to the phytoplankton growth and nutrient biogeochemistry formulations in common ecosystem models used in the Arctic while improving the representation of nutrient-co-limitation-related processes. Such model enhancements that now incorporate increased nutrient inputs and higher mineralization rates in a warmer climate will improve future predictions in this vulnerable system. Article in Journal/Newspaper Arctic Arctic Phytoplankton University of Tromsø: Munin Open Research Archive Arctic Biogeosciences 18 5 1719 1747 |
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Open Polar |
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University of Tromsø: Munin Open Research Archive |
op_collection_id |
ftunivtroemsoe |
language |
English |
topic |
VDP::Mathematics and natural science: 400::Geosciences: 450::Marine geology: 466 VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Marin geologi: 466 |
spellingShingle |
VDP::Mathematics and natural science: 400::Geosciences: 450::Marine geology: 466 VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Marin geologi: 466 Vonnahme, Tobias Leroy, Martial Thoms, Silke van Oevelen, Dick Harvey, Rodger Kristiansen, Svein Gradinger, Rolf Dietrich, Ulrike Völker, Christoph Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study |
topic_facet |
VDP::Mathematics and natural science: 400::Geosciences: 450::Marine geology: 466 VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Marin geologi: 466 |
description |
Arctic coastal ecosystems are rapidly changing due to climate warming. This makes modeling their productivity crucially important to better understand future changes. System primary production in these systems is highest during the pronounced spring bloom, typically dominated by diatoms. Eventually the spring blooms terminate due to silicon or nitrogen limitation. Bacteria can play an important role for extending bloom duration and total CO2 fixation through ammonium regeneration. Current ecosystem models often simplify the effects of nutrient co-limitations on algal physiology and cellular ratios and simplify nutrient regeneration. These simplifications may lead to underestimations of primary production. Detailed biochemistry- and cell-based models can represent these dynamics but are difficult to tune in the environment. We performed a cultivation experiment that showed typical spring bloom dynamics, such as extended algal growth via bacterial ammonium remineralization, reduced algal growth and inhibited chlorophyll synthesis under silicate limitation, and gradually reduced nitrogen assimilation and chlorophyll synthesis under nitrogen limitation. We developed a simplified dynamic model to represent these processes. Overall, model complexity in terms of the number of parameters is comparable to the phytoplankton growth and nutrient biogeochemistry formulations in common ecosystem models used in the Arctic while improving the representation of nutrient-co-limitation-related processes. Such model enhancements that now incorporate increased nutrient inputs and higher mineralization rates in a warmer climate will improve future predictions in this vulnerable system. |
format |
Article in Journal/Newspaper |
author |
Vonnahme, Tobias Leroy, Martial Thoms, Silke van Oevelen, Dick Harvey, Rodger Kristiansen, Svein Gradinger, Rolf Dietrich, Ulrike Völker, Christoph |
author_facet |
Vonnahme, Tobias Leroy, Martial Thoms, Silke van Oevelen, Dick Harvey, Rodger Kristiansen, Svein Gradinger, Rolf Dietrich, Ulrike Völker, Christoph |
author_sort |
Vonnahme, Tobias |
title |
Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study |
title_short |
Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study |
title_full |
Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study |
title_fullStr |
Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study |
title_full_unstemmed |
Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study |
title_sort |
modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental arctic coastal spring bloom culture study |
publisher |
European Geosciences Union |
publishDate |
2021 |
url |
https://hdl.handle.net/10037/21524 https://doi.org/10.5194/bg-18-1719-2021 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Arctic Phytoplankton |
genre_facet |
Arctic Arctic Phytoplankton |
op_relation |
Vonnahme, T. (2021). Microbial diversity and ecology in the coastal Arctic seasonal ice zone. (Doctoral thesis). https://hdl.handle.net/10037/20570 . Biogeosciences Vonnahme, Leroy, thoms, van Oevelen, Harvey, Kristiansen S, Gradinger R, Dietrich U, Völker. Modeling silicate–nitrate–ammonium co-limitation of algal growth and the importance of bacterial remineralization based on an experimental Arctic coastal spring bloom culture study. Biogeosciences. 2021;18:1719-1747 FRIDAID 1903178 doi:10.5194/bg-18-1719-2021 1726-4170 1726-4189 https://hdl.handle.net/10037/21524 |
op_rights |
openAccess Copyright 2021 The Author(s) |
op_doi |
https://doi.org/10.5194/bg-18-1719-2021 |
container_title |
Biogeosciences |
container_volume |
18 |
container_issue |
5 |
container_start_page |
1719 |
op_container_end_page |
1747 |
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1766296431750021120 |