Carbon export fluxes in the Southern Ocean: results from inverse modeling and comparison with satellite based estimates

Abstract The use of dissolved nutrients and carbon for photosynthesis in the euphotic zone and the subsequent downward transport of particulate and dissolved organic material strongly affect carbon concentrations in surface water and thus the air–sea exchange of CO2. Efforts to quantify the downward carbon flux for the whole ocean or on basin-scales are hampered by the sparseness of direct productivity or flux measurements. Here, a global ocean circulation, biogeochemical model is used to determine rates of export production and vertical carbon fluxes in the Southern Ocean. The model exploits the existing large sets of hydrographic, oxygen, nutrient and carbon data that contain information on the underlying biogeochemical processes. The model is fitted to the data by systematically varying circulation, air–sea fluxes, production, and remineralization rates simultaneously. Use of the adjoint method yields model property simulations that are in very good agreement with measurements. In the model, the total integrated export flux of particulate organic matter necessary for the realistic reproduction of nutrient data is significantly larger than export estimates derived from primary productivity maps. Of the 10,000 TgC yr −1 (10 GtC yr −1 ) required globally, the Southern Ocean south of 30°S contributes about 3000 TgC yr −1 (33%), most of it occurring in a zonal belt along the Antarctic Circumpolar Current and in the Peru, Chile and Namibia coastal upwelling regions. The export flux of POC for the area south of 50°S amounts to 1000±210 TgC yr −1 , and the particle flux in 1000 m for the same area is 115±20 TgC yr −1 . Unlike for the global ocean, the contribution of the downward flux of dissolved organic carbon is significant in the Southern Ocean in the top 500 m of the water column. Comparison with satellite-based productivity estimates (CZCS and SeaWiFS) shows a relatively good agreement over most of the ocean except for the Southern Ocean south of 50°S, where the model fluxes are systematically higher than the satellite-based values by factors between 2 and 5. This discrepancy is significant, and an attempt to reconcile the low satellite-derived productivity values with ocean-interior nutrient budgets failed. Too low productivity estimates from satellite chlorophyll observations in the polar and sub-polar Southern Ocean could arise because of the inability of the satellite sensors to detect frequently occurring sub-surface chlorophyll patches, and to a poor calibration of the conversion algorithms in the Southern Ocean because of the very limited amount of direct measurements.

[1]  A. Orsi,et al.  On the meridional extent and fronts of the Antarctic Circumpolar Current , 1995 .

[2]  R. Schlitzer Modeling the nutrient and carbon cycles of the North Atlantic: 2. New production, particle fluxes, CO2 gas exchange, and the role of organic nutrients , 1989 .

[3]  M. Stuiver,et al.  Abyssal Water Carbon-14 Distribution and the Age of the World Oceans , 1983, Science.

[4]  D. Antoine,et al.  Oceanic primary production: 2. Estimation at global scale from satellite (Coastal Zone Color Scanner) chlorophyll , 1996 .

[5]  Reiner Schlitzer,et al.  Applying the Adjoint Method for Biogeochemical Modeling: Export of Participate Organic Matter in the World Ocean , 2013 .

[6]  Donald B. Olson,et al.  Geochemical estimates of denitrification in the Arabian Sea and the Bay of Bengal during WOCE , 1997 .

[7]  E. Maier‐Reimer,et al.  Sea‐air CO2 fluxes and carbon transport: A comparison of three ocean general circulation models , 2000 .

[8]  B. Frost The role of grazing in nutrient-rich areas of the open sea , 1991 .

[9]  Reiner Schlitzer eWOCE - Electronic Atlas of WOCE Data , 2000 .

[10]  I. Koike,et al.  Vertical distributions of dissolved organic carbon and nitrogen in the Southern Ocean , 1999 .

[11]  N. Mahowald,et al.  Inverse methods in global biogeochemical cycles , 2000 .

[12]  Taro Takahashi,et al.  Net sea-air CO2 flux over the global oceans: An improved estimate based on the sea-air pCO2 difference , 1999 .

[13]  H. Ducklow,et al.  Annual flux of dissolved organic carbon from the euphotic zone in the northwestern Sargasso Sea , 1994, Nature.

[14]  R. Schlitzer Determining the Mean, Large-Scale Circulation of the Atlantic with the Adjoint Method , 1993 .

[15]  K. Caldeira,et al.  The role of the southern ocean in uptake and storage of anthropogenic carbon dioxide , 2000, Science.

[16]  P. Quay,et al.  WOCE AMS Radiocarbon I: Pacific Ocean Results (P6, P16 and P17) , 1996, Radiocarbon.

[17]  Erwin Suess,et al.  Particulate organic carbon flux in the oceans—surface productivity and oxygen utilization , 1980, Nature.

[18]  P. K. Bjørnsen,et al.  Dissolved organic matter and its utilization by bacteria during spring in the Southern Ocean , 1997 .

[19]  L. Codispoti,et al.  Nitrification, denitrification and nitrous oxide cycling in the eastern tropical South Pacific ocean , 1985 .

[20]  T. Platt,et al.  An estimate of global primary production in the ocean from satellite radiometer data , 1995 .

[21]  E. Maier‐Reimer,et al.  Geochemical cycles in an Ocean General Circulation Model , 1993 .

[22]  F. A. Richards,et al.  The influence of organisms on the composition of sea-water , 1963 .

[23]  Syukuro Manabe,et al.  Simulated response of the ocean carbon cycle to anthropogenic climate warming , 1998, Nature.

[24]  J. Sarmiento,et al.  Three‐dimensional simulations of the impact of Southern Ocean nutrient depletion on atmospheric CO2 and ocean chemistry , 1991 .

[25]  Jorge L. Sarmiento,et al.  Redfield ratios of remineralization determined by nutrient data analysis , 1994 .

[26]  Nicolas Gruber,et al.  Global patterns of marine nitrogen fixation and denitrification , 1997 .

[27]  W. Thacker,et al.  Fitting dynamics to data , 1988 .

[28]  P. Falkowski,et al.  Photosynthetic rates derived from satellite‐based chlorophyll concentration , 1997 .

[29]  J. Toggweiler The Ocean's Overturning Circulation , 1994 .

[30]  Kevin R. Arrigo,et al.  Primary production in Southern Ocean waters , 1998 .

[31]  M. Hestenes Optimization Theory: The Finite Dimensional Case , 1975 .

[32]  R. Weiss,et al.  Chlorofluoromethanes in South Atlantic Antartic intermediate water , 1992 .

[33]  David M. Karl,et al.  VERTEX: carbon cycling in the northeast Pacific , 1987 .

[34]  Walker O. Smith,et al.  Temperature effects on export production in the open ocean , 2000 .

[35]  H. Ducklow,et al.  A nitrogen-based model of plankton dynamics in the oceanic mixed layer , 1990 .

[36]  D. Baar,et al.  Determination of the distribution of dissolved organic carbon in the Indian sector of the Southern Ocean , 1998 .

[37]  H. Ducklow,et al.  High turnover rates of dissolved organic carbon during a spring phytoplankton bloom , 1991, Nature.

[38]  Dennis A. Hansell,et al.  Net community production of dissolved organic carbon , 1998 .

[39]  Y. Yamanaka,et al.  The role of the vertical fluxes of particulate organic matter and calcite in the oceanic carbon cycle: Studies using an ocean biogeochemical general circulation model , 1996 .

[40]  Taro Takahashi,et al.  Redfield ratio based on chemical data from isopycnal surfaces , 1985 .

[41]  B. Peterson,et al.  Particulate organic matter flux and planktonic new production in the deep ocean , 1979, Nature.

[42]  W. Richard,et al.  TEMPERATURE AND PHYTOPLANKTON GROWTH IN THE SEA , 1972 .

[43]  R. Schlitzer,et al.  On the importance of intermediate water flows for the global ocean overturning , 1999 .

[44]  J. Sharp Marine dissolved organic carbon: Are the older values correct? , 1997 .

[45]  Scott C. Doney,et al.  Evaluation of ocean model ventilation with CFC-11: comparison of 13 global ocean models , 2002 .

[46]  V. Smetácek,et al.  Importance of iron for plankton blooms and carbon dioxide drawdown in the Southern Ocean , 1995, Nature.

[47]  T. R. Anderson,et al.  A one‐dimensional model of dissolved organic carbon cycling in the water column incorporating combined biological‐photochemical decomposition , 1999 .

[48]  G. Friederich,et al.  High Nitrite Levels off Northern Peru: A Signal of Instability in the Marine Denitrification Rate , 1986, Science.

[49]  S. Fitzwater,et al.  Dissolved organic carbon in the Atlantic, Southern and Pacific oceans , 1992, Nature.

[50]  M. Behrenfeld,et al.  Widespread iron limitation of phytoplankton in the south pacific ocean , 1999, Science.