Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis

<p>The co-variation of key variables with simulated phytoplankton biomass in the Baltic proper has been examined using wavelet analysis and results of a long-term simulation for 1850–2008 with a high-resolution coupled physical–biogeochemical circulation model for the Baltic Sea. By focusin...

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Main Authors: J. Hieronymus, K. Eilola, M. Hieronymus, H. E. M. Meier, S. Saraiva, B. Karlson
Format: Article
Language:English
Published: Copernicus Publications 2018-08-01
Series:Biogeosciences
Online Access:https://www.biogeosciences.net/15/5113/2018/bg-15-5113-2018.pdf
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spelling doaj-76c9cf6d48464a9193231fd859944b712020-11-24T23:23:49ZengCopernicus PublicationsBiogeosciences1726-41701726-41892018-08-01155113512910.5194/bg-15-5113-2018Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysisJ. Hieronymus0K. Eilola1M. Hieronymus2H. E. M. Meier3H. E. M. Meier4S. Saraiva5B. Karlson6Research and Development Department, Swedish Meteorological and Hydrological Institute, Norrköping, SwedenResearch and Development Department, Swedish Meteorological and Hydrological Institute, Norrköping, SwedenResearch and Development Department, Swedish Meteorological and Hydrological Institute, Norrköping, SwedenResearch and Development Department, Swedish Meteorological and Hydrological Institute, Norrköping, SwedenDepartment of Physical Oceanography and Instrumentation, Leibniz Institute for Baltic Sea Research Warnemünde, Rostock, GermanyUniversity of Lisbon, Instituto Superior Técnico, Environment and Energy Section, Lisbon, PortugalResearch and Development Department, Swedish Meteorological and Hydrological Institute, Norrköping, Sweden<p>The co-variation of key variables with simulated phytoplankton biomass in the Baltic proper has been examined using wavelet analysis and results of a long-term simulation for 1850–2008 with a high-resolution coupled physical–biogeochemical circulation model for the Baltic Sea. By focusing on inter-annual variations, it is possible to track effects acting on decadal timescales such as temperature increase due to climate change as well as changes in nutrient input. The strongest inter-annual coherence indicates that variations in phytoplankton biomass are determined by changes in concentrations of the limiting nutrient. However, after 1950 high nutrient concentrations created a less-nutrient-limited regime, and the coherence was reduced. Furthermore, the inter-annual coherence of mixed-layer nitrate with riverine input of nitrate is much larger than the coherence between mixed-layer phosphate and phosphate loads. This indicates a greater relative importance of the vertical flux of phosphate from the deep layer into the mixed layer. In addition, shifts in nutrient patterns give rise to changes in phytoplankton nutrient limitation. The modelled pattern shifts from purely phosphate limited to a seasonally varying regime. The results further indicate some effect of inter-annual temperature increase on cyanobacteria and flagellates. Changes in mixed-layer depth affect mainly diatoms due to their high sinking velocity, while inter-annual coherence between irradiance and phytoplankton biomass is not found.</p>https://www.biogeosciences.net/15/5113/2018/bg-15-5113-2018.pdf
collection DOAJ
language English
format Article
sources DOAJ
author J. Hieronymus
K. Eilola
M. Hieronymus
H. E. M. Meier
H. E. M. Meier
S. Saraiva
B. Karlson
spellingShingle J. Hieronymus
K. Eilola
M. Hieronymus
H. E. M. Meier
H. E. M. Meier
S. Saraiva
B. Karlson
Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis
Biogeosciences
author_facet J. Hieronymus
K. Eilola
M. Hieronymus
H. E. M. Meier
H. E. M. Meier
S. Saraiva
B. Karlson
author_sort J. Hieronymus
title Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis
title_short Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis
title_full Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis
title_fullStr Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis
title_full_unstemmed Causes of simulated long-term changes in phytoplankton biomass in the Baltic proper: a wavelet analysis
title_sort causes of simulated long-term changes in phytoplankton biomass in the baltic proper: a wavelet analysis
publisher Copernicus Publications
series Biogeosciences
issn 1726-4170
1726-4189
publishDate 2018-08-01
description <p>The co-variation of key variables with simulated phytoplankton biomass in the Baltic proper has been examined using wavelet analysis and results of a long-term simulation for 1850–2008 with a high-resolution coupled physical–biogeochemical circulation model for the Baltic Sea. By focusing on inter-annual variations, it is possible to track effects acting on decadal timescales such as temperature increase due to climate change as well as changes in nutrient input. The strongest inter-annual coherence indicates that variations in phytoplankton biomass are determined by changes in concentrations of the limiting nutrient. However, after 1950 high nutrient concentrations created a less-nutrient-limited regime, and the coherence was reduced. Furthermore, the inter-annual coherence of mixed-layer nitrate with riverine input of nitrate is much larger than the coherence between mixed-layer phosphate and phosphate loads. This indicates a greater relative importance of the vertical flux of phosphate from the deep layer into the mixed layer. In addition, shifts in nutrient patterns give rise to changes in phytoplankton nutrient limitation. The modelled pattern shifts from purely phosphate limited to a seasonally varying regime. The results further indicate some effect of inter-annual temperature increase on cyanobacteria and flagellates. Changes in mixed-layer depth affect mainly diatoms due to their high sinking velocity, while inter-annual coherence between irradiance and phytoplankton biomass is not found.</p>
url https://www.biogeosciences.net/15/5113/2018/bg-15-5113-2018.pdf
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