Link or sink: a modelling interpretation of the open Baltic biogeochemistry

Abstract. A 1-D model system, consisting of the 1-D version of the Princeton Ocean Model (POM) coupled with the European Regional Seas Ecosystem Model (ERSEM) has been applied to a sub-basin of the Baltic Proper, the Bornholm basin. The model has been forced with 3h meteorological data for the period 1979-1990, producing a 12-year hindcast validated with datasets from the Baltic Environmental Database for the same period. The model results demonstrate the model to hindcast the time-evolution of the physical structure very well, confirming the view of the open Baltic water column as a three layer system of surface, intermediate and bottom waters. Comparative analyses of modelled hydrochemical components with respect to the independent data have shown that the long-term system behaviour of the model is within the observed ranges. Also primary production processes, deduced from oxygen (over)saturation are hindcast correctly over the entire period and the annual net primary production is within the observed range. The largest mismatch with observations is found in simulating the biogeochemistry of the Baltic intermediate waters. Modifications in the structure of the model (addition of fast-sinking detritus and polysaccharide dynamics) have shown that the nutrient dynamics are linked to the quality and dimensions of the organic matter produced in the euphotic zone, highlighting the importance of the residence time of the organic matter within the microbial foodweb in the intermediate waters. Experiments with different scenarios of riverine nutrient loads, assessed in the limits of a 1-D setup, have shown that the external input of organic matter makes the open Baltic model more heterotrophic. The characteristics of the inputs also drive the dynamics of nitrogen in the bottom layers leading either to nitrate accumulation (when the external sources are inorganic), or to coupled nitrification-denitrification (under strong organic inputs). The model indicates the permanent stratification to be the main feature of the system as regulator of carbon and nutrient budgets. The model predicts that most of the carbon produced in the euphotic zone is also consumed in the water column and this enhances the importance of heterotrophic benthic processes as final closure of carbon and nutrient cycles in the open Baltic.

[1]  A. Grimvall,et al.  Estimation of riverine loads of nitrogen and phosphorus to the Baltic Sea, 1970–1993 , 1999 .

[2]  U. Rönner,et al.  Denitrification rates in the low-oxygen waters of the stratified baltic proper. , 1985, Applied and environmental microbiology.

[3]  S. Watanabe,et al.  Is there a “continental shelf pump” for the absorption of atmospheric CO2? , 1999 .

[4]  Alexander Sokolov,et al.  SwingStations: a Web-based client tool for the Baltic environmental database , 1999 .

[5]  E. Kaasik,et al.  Hydrodynamical control of phytoplankton succession during the vernal light-limited phase in the Baltic Sea , 1992 .

[6]  R. Wanninkhof Relationship between wind speed and gas exchange over the ocean , 1992 .

[7]  B. Schneider,et al.  Accumulation of total CO2 during stagnation in the Baltic Sea deep water and its relationship to nutrient and oxygen concentrations , 2002 .

[8]  A. Lehmann,et al.  On the thermohaline variability of the Baltic Sea , 2000 .

[9]  Å. Hagström,et al.  Consumption of dissolved organic carbon by marine bacteria and demand for inorganic nutrients , 1993 .

[10]  A. Stockenberg,et al.  Benthic Denitrification in the Gulf of Bothnia , 1997 .

[11]  Bernard Gentili,et al.  The European coastal zone: characterization and first assessment of ecosystem metabolism , 2004 .

[12]  Richard J. Geider,et al.  A dynamic regulatory model of phytoplanktonic acclimation to light, nutrients, and temperature , 1998 .

[13]  O. R. Eigaard,et al.  Summer inputs of riverine nutrients to the Baltic Sea: Bioavailability and eutrophication relevance , 2002 .

[14]  P. Ruardij,et al.  Benthic nutrient regeneration in the ERSEM ecosystem model of the North Sea , 1995 .

[15]  F. Wulff,et al.  Autotrophy, nitrogen accumulation and nitrogen limitation in the Baltic Sea: A paradox or a buffer for eutrophication? , 2003 .

[16]  J. Gattuso,et al.  CARBON AND CARBONATE METABOLISM IN COASTAL AQUATIC ECOSYSTEMS , 1998 .

[17]  A. Stigebrandt,et al.  On the seasonal nitrogen dynamics of the Baltic proper biogeochemical reactor , 1999 .

[18]  U. Riebesell,et al.  Polysaccharide aggregation as a potential sink of marine dissolved organic carbon , 2004, Nature.

[19]  R. Herbert Nitrogen cycling in coastal marine ecosystems. , 1999, FEMS microbiology reviews.

[20]  G. Mellor,et al.  Development of a turbulence closure model for geophysical fluid problems , 1982 .

[21]  J. G. Baretta-Bekker,et al.  The primary production module in the marine ecosystem model ERSEM II, with emphasis on the light forcing , 1997 .

[22]  R. Elmgren Understanding human impact on the Baltic ecosystem: changing views in recent decades. , 2001 .

[23]  J. G. Baretta-Bekker,et al.  Microbial dynamics in the marine ecosystem model ERSEM II with decoupled carbon assimilation and nutrient uptake , 1997 .

[24]  F. Wulff,et al.  Nitrogen fixation in the Baltic proper: an empirical study , 2000 .

[25]  R. Elmgren Understanding Human Impact on the Baltic Ecosystem: Changing Views in Recent Decades , 2001, Ambio.

[26]  JC Blackford,et al.  An analysis of benthic biological dynamics in a North Sea ecosystem model , 1997 .

[27]  Nadia Pinardi,et al.  A model study of air–sea interactions in the Mediterranean Sea , 1998 .

[28]  V. Ittekkot,et al.  Preferential recycling of nutrients—the ocean's way to increase new production and to pass nutrient limitation? , 1999 .

[29]  James T. Hollibaugh,et al.  Coastal metabolism and the oceanic organic carbon balance , 1993 .

[30]  P. Buat-Ménard The role of air-sea exchange in geochemical cycling , 1986 .

[31]  L. Nielsen,et al.  Spatial and temporal variability of denitrification in the sediments of the northern Baltic Proper , 1998 .

[32]  P. Ruardij,et al.  The European regional seas ecosystem model, a complex marine ecosystem model , 1995 .

[33]  L. Axell On the variability of Baltic Sea deepwater mixing , 1998 .

[34]  B. Schneider,et al.  Evidence from the Baltic Sea for an enhanced CO2 air—sea transfer velocity , 2004 .

[35]  S. F. Umani,et al.  Calibration and validation of a one-dimensional complex marine biogeochemical flux model in different areas of the northern Adriatic shelf , 2003 .

[36]  A. Stigebrandt A Model for the Vertial Circulation of the Baltic Deep Water , 1987 .

[37]  Wolfgang Fennel,et al.  Experimental simulations with an ecosystem model of the Baltic Sea: A nutrient load reduction experiment , 2002 .

[38]  R. Elmgren,et al.  Baltic Sea nitrogen fixation estimated from the summer increase in upper mixed layer total nitrogen , 2001 .

[39]  A. Stigebrandt,et al.  A time‐dependent budget model for nutrients in the Baltic Sea , 1989 .

[40]  A. Omstedt,et al.  Modeling the seasonal, interannual, and long-term variations of salinity and temperature in the Baltic proper , 1998 .

[41]  F. Dobson,et al.  Bulk models of solar radiation at sea , 1988 .

[42]  S. Fonselius Oxygen and hydrogen sulphide conditions in the Baltic Sea , 1981 .

[43]  T. Tamminen,et al.  Urea uptake kinetics of a midsummer planktonic community on the SW coast of Finland , 1996 .

[44]  F. Azam,et al.  Pelagic plankton growth and resource limitations in the Baltic Sea , 2001 .

[45]  L. Merlivat,et al.  Air-Sea Gas Exchange Rates: Introduction and Synthesis , 1986 .

[46]  P. J. Radford,et al.  The benthic biological submodel in the European regional seas ecosystem model , 1995 .

[47]  Michael R. Heath,et al.  Modelling the dynamics of the North Sea's Mesozooplankton , 1995 .

[48]  B. Schneider,et al.  The surface water CO2 budget for the Baltic Proper: a new way to determine nitrogen fixation , 2003 .