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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ftdoajarticles:oai:doaj.org/article:2ea42dfbb0c14c4ea8f5efd8f39593df 2023-05-15T14:54:47+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 T. R. Vonnahme M. Leroy S. Thoms D. van Oevelen H. R. Harvey S. Kristiansen R. Gradinger U. Dietrich C. Völker 2021-03-01T00:00:00Z https://doi.org/10.5194/bg-18-1719-2021 https://doaj.org/article/2ea42dfbb0c14c4ea8f5efd8f39593df EN eng Copernicus Publications https://bg.copernicus.org/articles/18/1719/2021/bg-18-1719-2021.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-18-1719-2021 1726-4170 1726-4189 https://doaj.org/article/2ea42dfbb0c14c4ea8f5efd8f39593df Biogeosciences, Vol 18, Pp 1719-1747 (2021) Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 article 2021 ftdoajarticles https://doi.org/10.5194/bg-18-1719-2021 2022-12-31T09:25:25Z 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 CO 2 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 Phytoplankton Directory of Open Access Journals: DOAJ Articles Arctic Biogeosciences 18 5 1719 1747 |
institution |
Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
spellingShingle |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 T. R. Vonnahme M. Leroy S. Thoms D. van Oevelen H. R. Harvey S. Kristiansen R. Gradinger U. Dietrich C. 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 |
topic_facet |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
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 CO 2 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 |
T. R. Vonnahme M. Leroy S. Thoms D. van Oevelen H. R. Harvey S. Kristiansen R. Gradinger U. Dietrich C. Völker |
author_facet |
T. R. Vonnahme M. Leroy S. Thoms D. van Oevelen H. R. Harvey S. Kristiansen R. Gradinger U. Dietrich C. Völker |
author_sort |
T. R. Vonnahme |
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 |
Copernicus Publications |
publishDate |
2021 |
url |
https://doi.org/10.5194/bg-18-1719-2021 https://doaj.org/article/2ea42dfbb0c14c4ea8f5efd8f39593df |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Phytoplankton |
genre_facet |
Arctic Phytoplankton |
op_source |
Biogeosciences, Vol 18, Pp 1719-1747 (2021) |
op_relation |
https://bg.copernicus.org/articles/18/1719/2021/bg-18-1719-2021.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-18-1719-2021 1726-4170 1726-4189 https://doaj.org/article/2ea42dfbb0c14c4ea8f5efd8f39593df |
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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1766326529084620800 |