Phytoplankton biomass in northern lakes reveals a complex response to global change
Global change may introduce fundamental alterations in phytoplankton biomass and community structure that can alter the productivity of northern lakes. In this study, we utilized Swedish and Finnish monitoring data from lakes that are spatially (135 lakes) and temporally (1995-2019, 110 lakes) exten...
Main Authors: | , , , , , , , , , , , , , , |
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Other Authors: | , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Elsevier B.V.
2024
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Subjects: | |
Online Access: | http://hdl.handle.net/10138/577474 |
_version_ | 1830588898374320128 |
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author | Paltsev, Aleksey Bergström, Ann Kristin Vuorio, Kristiina Creed, Irena F. Hessen, Dag Olav Kortelainen, Pirkko Vuorenmaa, Jussi de Wit, Heleen A. Lau, Danny C.P. Vrede, Tobias Isles, Peter D.F. Jonsson, Anders Geibrink, Erik Kahilainen, Kimmo K. Drakare, Stina |
author2 | Lammi Biological Station Biological stations |
author_facet | Paltsev, Aleksey Bergström, Ann Kristin Vuorio, Kristiina Creed, Irena F. Hessen, Dag Olav Kortelainen, Pirkko Vuorenmaa, Jussi de Wit, Heleen A. Lau, Danny C.P. Vrede, Tobias Isles, Peter D.F. Jonsson, Anders Geibrink, Erik Kahilainen, Kimmo K. Drakare, Stina |
author_sort | Paltsev, Aleksey |
collection | HELDA – University of Helsinki Open Repository |
description | Global change may introduce fundamental alterations in phytoplankton biomass and community structure that can alter the productivity of northern lakes. In this study, we utilized Swedish and Finnish monitoring data from lakes that are spatially (135 lakes) and temporally (1995-2019, 110 lakes) extensive to assess how phytoplankton biomass (PB) of dominant phytoplankton groups related to changes in water temperature, pH and key nutrients [total phosphorus (TP), total nitrogen (TN), total organic carbon (TOC), iron (Fe)] along spatial (Fennoscandia) and temporal (25 years) gradients. Using a machine learning approach, we found that TP was the most important determinant of total PB and biomass of a specific species of Raphidophyceae - Gonyostomum semen - and Cyanobacteria (both typically with adverse impacts on food-webs and water quality) in spatial analyses, while Fe and pH were second in importance for G. semen and TN and pH were second and third in importance for Cyanobacteria. However, in temporal analyses, decreasing Fe and increasing pH and TOC were associated with a decrease in G. semen and an increase in Cyanobacteria. In addition, in many lakes increasing TOC seemed to have generated browning to an extent that significantly reduced PB. The identified discrepancy between the spatial and temporal results suggests that substitutions of data for space-for-time may not be adequate to characterize long-term effects of global change on phytoplankton. Further, we found that total PB exhibited contrasting temporal trends (increasing in northern- and decreasing in southern Fennoscandia), with the decline in total PB being more pronounced than the increase. Among phytoplankton, G. semen biomass showed the strongest decline, while cyanobacterial biomass showed the strongest increase over 25 years. Our findings suggest that progressing browning and changes in Fe and pH promote significant temporal changes in PB and shifts in phytoplankton community structures in northern lakes. Peer reviewed |
format | Article in Journal/Newspaper |
genre | Fennoscandia |
genre_facet | Fennoscandia |
geographic | Browning |
geographic_facet | Browning |
id | ftunivhelsihelda:oai:helda.helsinki.fi:10138/577474 |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(164.050,164.050,-74.617,-74.617) |
op_collection_id | ftunivhelsihelda |
op_relation | 10.1016/j.scitotenv.2024.173570 We gratefully acknowledge all monitoring agencies making data available for this project: Swedish Agency for Marine and Water, Finnish Environment Institute Syke and the Finnish Ministry of the Environment and Land. This study was supported by grants from the Swedish Research Council (VR) (d.nr. 2020-03224 ) led by AKB. AP was supported by the Carl Trygger foundation ( CTS 21:1145 ) to AKB and IFC. DCPL is supported by a grant from the Swedish Research Council for the Environment, Agricultural Sciences and Spatial Planning (FORMAS) (d.nr. 2021-01062 ). Some parts of this research were also supported by NSERC Discovery Grant to IFC. We thank the editor and the anonymous reviewers for useful comments to improve this manuscript. All data used in this study are from national monitoring programs funded by the Swedish Agency for Marine and Water Management in Sweden and by the Ministry of the Environment in Finland. In Sweden, monitoring data are available from the national data host at Swedish University of Agricultural Science ( Miljodata-MVM, 2021 ). Paltsev , A , Bergström , A K , Vuorio , K , Creed , I F , Hessen , D O , Kortelainen , P , Vuorenmaa , J , de Wit , H A , Lau , D C P , Vrede , T , Isles , P D F , Jonsson , A , Geibrink , E , Kahilainen , K K & Drakare , S 2024 , ' Phytoplankton biomass in northern lakes reveals a complex response to global change ' , Science of the Total Environment , vol. 940 , 173570 . https://doi.org/10.1016/j.scitotenv.2024.173570 http://hdl.handle.net/10138/577474 38825201 85194876061 001249820500001 |
op_rights | cc_by info:eu-repo/semantics/openAccess openAccess |
publishDate | 2024 |
publisher | Elsevier B.V. |
record_format | openpolar |
spelling | ftunivhelsihelda:oai:helda.helsinki.fi:10138/577474 2025-04-27T14:28:41+00:00 Phytoplankton biomass in northern lakes reveals a complex response to global change Paltsev, Aleksey Bergström, Ann Kristin Vuorio, Kristiina Creed, Irena F. Hessen, Dag Olav Kortelainen, Pirkko Vuorenmaa, Jussi de Wit, Heleen A. Lau, Danny C.P. Vrede, Tobias Isles, Peter D.F. Jonsson, Anders Geibrink, Erik Kahilainen, Kimmo K. Drakare, Stina Lammi Biological Station Biological stations 2024-06-18T08:20:04Z 17 application/pdf http://hdl.handle.net/10138/577474 eng eng Elsevier B.V. 10.1016/j.scitotenv.2024.173570 We gratefully acknowledge all monitoring agencies making data available for this project: Swedish Agency for Marine and Water, Finnish Environment Institute Syke and the Finnish Ministry of the Environment and Land. This study was supported by grants from the Swedish Research Council (VR) (d.nr. 2020-03224 ) led by AKB. AP was supported by the Carl Trygger foundation ( CTS 21:1145 ) to AKB and IFC. DCPL is supported by a grant from the Swedish Research Council for the Environment, Agricultural Sciences and Spatial Planning (FORMAS) (d.nr. 2021-01062 ). Some parts of this research were also supported by NSERC Discovery Grant to IFC. We thank the editor and the anonymous reviewers for useful comments to improve this manuscript. All data used in this study are from national monitoring programs funded by the Swedish Agency for Marine and Water Management in Sweden and by the Ministry of the Environment in Finland. In Sweden, monitoring data are available from the national data host at Swedish University of Agricultural Science ( Miljodata-MVM, 2021 ). Paltsev , A , Bergström , A K , Vuorio , K , Creed , I F , Hessen , D O , Kortelainen , P , Vuorenmaa , J , de Wit , H A , Lau , D C P , Vrede , T , Isles , P D F , Jonsson , A , Geibrink , E , Kahilainen , K K & Drakare , S 2024 , ' Phytoplankton biomass in northern lakes reveals a complex response to global change ' , Science of the Total Environment , vol. 940 , 173570 . https://doi.org/10.1016/j.scitotenv.2024.173570 http://hdl.handle.net/10138/577474 38825201 85194876061 001249820500001 cc_by info:eu-repo/semantics/openAccess openAccess Global change Lakes Phytoplankton Spatial Temporal Environmental sciences Ecology evolutionary biology Article publishedVersion 2024 ftunivhelsihelda 2025-03-31T14:17:00Z Global change may introduce fundamental alterations in phytoplankton biomass and community structure that can alter the productivity of northern lakes. In this study, we utilized Swedish and Finnish monitoring data from lakes that are spatially (135 lakes) and temporally (1995-2019, 110 lakes) extensive to assess how phytoplankton biomass (PB) of dominant phytoplankton groups related to changes in water temperature, pH and key nutrients [total phosphorus (TP), total nitrogen (TN), total organic carbon (TOC), iron (Fe)] along spatial (Fennoscandia) and temporal (25 years) gradients. Using a machine learning approach, we found that TP was the most important determinant of total PB and biomass of a specific species of Raphidophyceae - Gonyostomum semen - and Cyanobacteria (both typically with adverse impacts on food-webs and water quality) in spatial analyses, while Fe and pH were second in importance for G. semen and TN and pH were second and third in importance for Cyanobacteria. However, in temporal analyses, decreasing Fe and increasing pH and TOC were associated with a decrease in G. semen and an increase in Cyanobacteria. In addition, in many lakes increasing TOC seemed to have generated browning to an extent that significantly reduced PB. The identified discrepancy between the spatial and temporal results suggests that substitutions of data for space-for-time may not be adequate to characterize long-term effects of global change on phytoplankton. Further, we found that total PB exhibited contrasting temporal trends (increasing in northern- and decreasing in southern Fennoscandia), with the decline in total PB being more pronounced than the increase. Among phytoplankton, G. semen biomass showed the strongest decline, while cyanobacterial biomass showed the strongest increase over 25 years. Our findings suggest that progressing browning and changes in Fe and pH promote significant temporal changes in PB and shifts in phytoplankton community structures in northern lakes. Peer reviewed Article in Journal/Newspaper Fennoscandia HELDA – University of Helsinki Open Repository Browning ENVELOPE(164.050,164.050,-74.617,-74.617) |
spellingShingle | Global change Lakes Phytoplankton Spatial Temporal Environmental sciences Ecology evolutionary biology Paltsev, Aleksey Bergström, Ann Kristin Vuorio, Kristiina Creed, Irena F. Hessen, Dag Olav Kortelainen, Pirkko Vuorenmaa, Jussi de Wit, Heleen A. Lau, Danny C.P. Vrede, Tobias Isles, Peter D.F. Jonsson, Anders Geibrink, Erik Kahilainen, Kimmo K. Drakare, Stina Phytoplankton biomass in northern lakes reveals a complex response to global change |
title | Phytoplankton biomass in northern lakes reveals a complex response to global change |
title_full | Phytoplankton biomass in northern lakes reveals a complex response to global change |
title_fullStr | Phytoplankton biomass in northern lakes reveals a complex response to global change |
title_full_unstemmed | Phytoplankton biomass in northern lakes reveals a complex response to global change |
title_short | Phytoplankton biomass in northern lakes reveals a complex response to global change |
title_sort | phytoplankton biomass in northern lakes reveals a complex response to global change |
topic | Global change Lakes Phytoplankton Spatial Temporal Environmental sciences Ecology evolutionary biology |
topic_facet | Global change Lakes Phytoplankton Spatial Temporal Environmental sciences Ecology evolutionary biology |
url | http://hdl.handle.net/10138/577474 |