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	<journal>
		<journal_title>Geoscientific Model Development</journal_title>
		<journal_url>www.geosci-model-dev.net</journal_url>
		<issn>1991-959X</issn>
		<eissn>1991-9603</eissn>
		<volume_number>3</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/gmd-3-123-2010</doi>
	<article_url>http://www.geosci-model-dev.net/3/123/2010/</article_url>
	<abstract_html>http://www.geosci-model-dev.net/3/123/2010/gmd-3-123-2010.html</abstract_html>
	<fulltext_pdf>http://www.geosci-model-dev.net/3/123/2010/gmd-3-123-2010.pdf</fulltext_pdf>
	<start_page>123</start_page>
	<end_page>141</end_page>
	<publication_date>2010-02-12</publication_date>
	<article_title content_type="html">Bergen Earth system model (BCM-C): model description and regional climate-carbon cycle feedbacks assessment</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>J. F. Tjiputra</name>
			<email>jerry.tjiputra@bjerknes.uib.no</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>K. Assmann</name>
		</author>
		<author numeration="3" affiliations="2,3">
			<name>M. Bentsen</name>
		</author>
		<author numeration="4" affiliations="2,3">
			<name>I. Bethke</name>
		</author>
		<author numeration="5" affiliations="2,3">
			<name>O. H. Otterå</name>
		</author>
		<author numeration="6" affiliations="4">
			<name>C. Sturm</name>
		</author>
		<author numeration="7" affiliations="1,2">
			<name>C. Heinze</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">University of Bergen, Department of Geophysics, Allégaten 70,  5007 Bergen, Norway</affiliation>
		<affiliation numeration="2" content_type="html">Bjerknes Centre for Climate Research, Allégaten 55, 5007, Bergen, Norway</affiliation>
		<affiliation numeration="3" content_type="html">Nansen Environmental and Remote Sensing Center, Thormølensgate 47, 5006 Bergen, Norway</affiliation>
		<affiliation numeration="4" content_type="html">Bert Bolin Centre for Climate Research, Svante Arrhenius väg 8 C, 106 91 Stockholm, Sweden</affiliation>
	</affiliations>
	<abstract content_type="html">We developed a complex Earth system model by coupling terrestrial and oceanic
carbon cycle components into the Bergen Climate Model. For this study, we
have generated two model simulations (one with climate change inclusions and
the other without) to study the large scale climate and carbon cycle
variability as well as its feedback for the period 1850–2100. The
simulations are performed based on historical and future IPCC CO&lt;sub&gt;2&lt;/sub&gt; emission
scenarios. Globally, a pronounced positive climate-carbon cycle feedback is
simulated by the terrestrial carbon cycle model, but smaller signals are
shown by the oceanic counterpart. Over land, the regional climate-carbon
cycle feedback is highlighted by increased soil respiration, which exceeds
the enhanced production due to the atmospheric CO&lt;sub&gt;2&lt;/sub&gt; fertilization effect,
in the equatorial and northern hemisphere mid-latitude regions. For the
ocean, our analysis indicates that there are substantial temporal and spatial
variations in climate impact on the air-sea CO&lt;sub&gt;2&lt;/sub&gt; fluxes. This implies
feedback mechanisms act inhomogeneously in different ocean regions. In the
North Atlantic subpolar gyre, the simulated future cooling of SST improves
the CO&lt;sub&gt;2&lt;/sub&gt; gas solubility in seawater and, hence, reduces the strength of
positive climate carbon cycle feedback in this region. In most ocean regions,
the changes in the Revelle factor is dominated by changes in surface
&lt;i&gt;p&lt;/i&gt;CO&lt;sub&gt;2&lt;/sub&gt;, and not by the warming of SST. Therefore, the
solubility-associated positive feedback is more prominent than the buffer
capacity feedback. In our climate change simulation, the retreat of Southern
Ocean sea ice due to melting allows an additional ~20 Pg C uptake as
compared to the simulation without climate change.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Assmann, K. M., Bentsen, M., Segschneider, J., and Heinze, C.: An isopycnic ocean carbon cycle model, Geosci. Model Dev. Discuss., 2, 1023–1079, 2009. </reference>
		<reference numeration="2" content_type="text"> Aumont, O., Maier-Reimer, E., Blain, S., and Monfray, P.: An ecosystem model of the global ocean including Fe, Si, P colimitations, Global Biogeochem. Cy., 17, 1060, doi:10.1029/2001GB001745, 2003. </reference>
		<reference numeration="3" content_type="text"> Bleck, R., Rooth, C., Hu, D., and Smith, L. T.: Salinity-driven thermocline transients in a wind- and thermohaline-forced Isopycnic Coordinate Model of the North Atlantic, J. Phys. Oceanogr., 22, 1486–1505, 1992. </reference>
		<reference numeration="4" content_type="text"> Bossuet, C., Déqué, M., and Cariolle, D.: Impact of a simple parameterization of convective gravity-wave drag in a stratosphere-troposphere general circulation model and its sensitivity to vertical resolution, Ann. Geophys., 16, 238–249, 1998. </reference>
		<reference numeration="5" content_type="text"> Catry, B., Geleyn, J.-F., Bouyssel, F., Cedilnik, J., Brozkova, R., Derkova, M., and Mladek, R.: A new sub-grid scale lift for- mulation in a mountain drag parameterisation scheme, Meteorol. Z., 17, 193–208, 2008. </reference>
		<reference numeration="6" content_type="text"> Cox, P. M., Betts, R. A., Jones, C. D., Spall, S. A., and Totterdell, I. J.: Acceleration of global warming due to carbon cycle feedback in a coupled climate model, Nature, 408, 184–188, 2000. </reference>
		<reference numeration="7" content_type="text"> Cramer, W., Bondeau, A., Woodward, F. I., Prentice, I. C., Betts, R. A., Brovkin, V., Cox, P. M., Fisher, V., Foley, J. A., Friend, A. D., Kucharik, C., Lomas, M. R., Ramankutty, N., Sitch, S., Smith, B., White, A., and Young-Molling, C.: Global response of terrestrial ecosystem structure and function to CO&lt;sub&gt;2&lt;/sub&gt; and climate change: results from six dynamic global vegetation models, Glob. Change Biol., 7, 357–373, 2001. </reference>
		<reference numeration="8" content_type="text"> Crueger, T., Roeckner, E., Raddatz, T., Schnur, R., and Wetzel, P.:Ocean dynamics determine the response of oceanic CO&lt;sub&gt;2&lt;/sub&gt; uptake to climate change, Clim. Dynam., 31, 151–168, doi:10.1007/s00382-007-0342-x, 2008. </reference>
		<reference numeration="9" content_type="text"> de Szoeke, R. A.: Equation of motion using thermodynamic coordinates, J. Phys. Oceanogr., 29, 2719–2729, 2000. </reference>
		<reference numeration="10" content_type="text"> Déqué, M., Dreveton, C., Braun, A., and Cariolle, D.: The ARPEGE/IFS atmosphere model: A contribution to the French community climate modelling, Clim. Dynam., 12, 37–52, 1994. </reference>
		<reference numeration="11" content_type="text"> Douville, H., Royer, J. F., and Mahfouf, J. F.: A new snow parameterization for the Météo-France climate model. Part II: Validation in a 3D GCM experiment, Clim. Dynam., 12, 37–52, 1995. </reference>
		<reference numeration="12" content_type="text"> Drange, H. and Simonsen, K.: Formulation of air-sea fluxes in the ESOP2 version of MICOM, Technical Report 125, Nansen Environmental and Remote Sensing Center, Bergen, Norway, 23~pp., 1996. </reference>
		<reference numeration="13" content_type="text"> Dukowicz, J. K. and Baumgardner, J. R.: Incremental remapping as a transport/advection algorithm, J. Comput. Phys., 160, 318–335, 2000. </reference>
		<reference numeration="14" content_type="text"> Farquhar, G. D., von Caemmerer, S., and Berry, J. A.: A biochemical model of photosynthetic CO&lt;sub&gt;2&lt;/sub&gt; assimilation in leaves of C&lt;sub&gt;3&lt;/sub&gt; species, Planta, 149, 78–90, 1980. </reference>
		<reference numeration="15" content_type="text"> Friedlingstein, P., Cox, P., Betts, R., Bopp, L., et al.: Climate-carbon cycle feedback analysis: Results from the C$^4$MIP model intercomparison, J. Climate, 19, 3337–3353, 2006. </reference>
		<reference numeration="16" content_type="text"> Friedlingstein, P., Cox, P., Betts, R., Bopp, L., von Bloh, W., Brovkin, V., Cadule, P., Doney, S., Eby, M., Fung, I., Gala, B., John, J., Jones, C., Joos, F., Kato, T., Kawamiya, M., Knorr, W., Lindsay, K., Matthews, H. D., Raddatz, T., Rayner, P., Reick, C., Roeckner, E., Schnitzler, K.-G., Schnur, R., Strassmann, K., Weaver, A. J., Yoshikawa, C., and Zeng, N.: Climate-carbon cycle feedback analysis: Results from the C$^4$MIP model intercomparison, J. Climate, 19, 3337–3353, 2006. </reference>
		<reference numeration="17" content_type="text"> Furevik, T., Bentsen, M., Drange, H., Kindem, I. K. T., Kvamstø, N. G., and Sorteberg, A.: Description and evaluation of the bergen climate model: ARPEGE coupled with MICOM, Clim. Dynam., 21, 27-51, doi:10.1007/s00382-003-0317-5, 2003. </reference>
		<reference numeration="18" content_type="text"> Gaspar, P.: Modeling the seasonal cycle of the upper ocean, J. Phys. Oceanogr., 18, 161–180, 1988. </reference>
		<reference numeration="19" content_type="text"> Geleyn, J.-F.: Interpolation of wind, temperature and humidity val- ues from model levels to the height of measurement, Tellus~A, 40, 347–351, 1988. </reference>
		<reference numeration="20" content_type="text"> Harder, M.: Dynamik, Rauhigkeit und Alter des Meereises in der Arktis, Ph.D thesis, Alfred-Wegener-Institut für Polar-und Meeresforschung, Bremehaven, Germany, 124~pp., 1996. </reference>
		<reference numeration="21" content_type="text"> Heimann, M. and Reichstein, M.: Terrestrial ecosystem carbon dynamics and climate feedbacks, Nature, 451, 289–292, doi:10.1038/nature06591, 2008. </reference>
		<reference numeration="22" content_type="text"> Hickler, T., Smith, B., Prentice, I. C., Mjöfors, K., Miller, P., Arneth, A., and Sykes, M. T.: CO&lt;sub&gt;2&lt;/sub&gt; fertilization in temperate FACE experiments not representative of boreal and tropical forests, Glob. Change Biol., 14, 1531–1542, doi: 10.1111/j.1365-2486.2008.01598.x, 2008. </reference>
		<reference numeration="23" content_type="text"> Houghton, R. A. and Hackler, J. L.: Carbon flux to the atmosphere from land-use changes. Trends: A compendium of data on global change, Carbon Dioxide Information Analysis Center, US Department of Energy, Oak Ridge, TN, USA, 2002. </reference>
		<reference numeration="24" content_type="text"> Janic, Z. I.: Pressure gradient force and advection scheme used for forecasting with steps and small scale topography, Beitr. Phys. Atmos., 50, 186–199, 1977. </reference>
		<reference numeration="25" content_type="text"> Kraus, E. B. and Turner, J. S.: A one dimensional model of the seasonal thermocline – II. The general theory and its consequences, Tellus, 19, 98–105, 1967. </reference>
		<reference numeration="26" content_type="text"> Kucharik, C. J., Foley, J. A., Delire, C., Fisher, V. A., Coe, M. T., Lenters, J. D., Young-Molling, C., Ramankutty, N., Norman, J. N., and Gower, S. T.: Testing the performance of a dynamic global ecosystem model: water balance, carbon balance, and vegetation structure, Global Biogeochem. Cy., 14, 795–825, 2000. </reference>
		<reference numeration="27" content_type="text"> Lott, F. and Miller, M. J.: A new subgrid-scale orographic drag parameterization: Its formulation and testing, Q. J. Roy. Meteor. Soc., 123, 101–127, 1997. </reference>
		<reference numeration="28" content_type="text"> Lott, F.: Alleviation of stationary biases in a GCM through a mountain drag parameterization scheme and a simple representation of mountain lift forces, Mon. Weather Rev., 125, 788–801, 1999. </reference>
		<reference numeration="29" content_type="text"> Louis, J.: A parametric model of vertical eddy fluxes in the atmosphere, Bound.-Lay. Meteorol., 17, 187–202, 1979. </reference>
		<reference numeration="30" content_type="text"> Louis, J., Tiedtke, M., and Geleyn, J.-F.: A short history of the op- erational PBL parameterization at ECMWF, in: Proceedings of ECMWF workshop on planetary boundary layer parameterization, November 1981,, ECMWF, Reading, England, 59–80 1982. </reference>
		<reference numeration="31" content_type="text"> Luo, Y.: Terrestrial carbon cycle feedback to climate warming, Annu. Rev. Ecol. Evol. S., 38, 683–712, doi:10.1146/annurev.ecosys.38.091206.095808, 2007. </reference>
		<reference numeration="32" content_type="text"> Maier-Reimer, E.: Geochemical cycles in an ocean general circulation model. Preindustrial tracer distribution, Global Biogeochem. Cy., 7, 645–677, 1993. </reference>
		<reference numeration="33" content_type="text"> Maier-Reimer, E. and Hasselmann, K.: Transport and storage of CO&lt;sub&gt;2&lt;/sub&gt; in the ocean-an inorganic ocean-circulation carbon cycle model, Clim. Dynam., 2, 63–90, 1987. </reference>
		<reference numeration="34" content_type="text"> Maier-Reimer, E., Kriest, I., Segschneuder, J., and Wetzel, P.: The HAMburg Ocean carbon cycle Model HAMOCC5.1 – Technical Description Release 1.1, Berichte zur Erdsystemforschung 14, ISSN 1614-1199, Max Planck Institute for Meteorology, Hamburg, Germany, 50~pp., 2005. </reference>
		<reference numeration="35" content_type="text"> Marland, G., Boden, T. A., and Andres, R. J.: Global, regional, and national CO&lt;sub&gt;2&lt;/sub&gt; emissions. Trends: A compendium of data on global change, Carbon Dioxide Information Analysis Center, US Department of Energy, Oak Ridge, TN, USA, 2005. </reference>
		<reference numeration="36" content_type="text"> McDougall, T. J. and Dewar, W. K.: Vertical mixing and cabbeling in layered models, J. Phys. Oceanogr., 28, 1458–1480, 1998. </reference>
		<reference numeration="37" content_type="text"> McDougall, T. J. and Jackett, D. R.: An assessment of orthobaric density in the global ocean, J. Phys. Oceanogr., 35, 2054–2075, 2005. </reference>
		<reference numeration="38" content_type="text"> Mikolajewicz, U., Groger, M., Maier-Reimer, E., Schurgers, G., Vizca\&apos;ino, M., and Winguth, A. M. E.: Long-term effects of anthropogenic CO&lt;sub&gt;2&lt;/sub&gt; emissions simulated with a complex earth system model, Clim. Dynam., 28, 599–631, 2007. </reference>
		<reference numeration="39" content_type="text"> Otter&amp;aring;, O. H, Bentsen, M., Bethke, I., and Kvamstø, N. G.: Simulated pre-industrial climate in Bergen Climate Model (version 2): model description and large-scale circulation features, Geosci. Model Dev., 2, 197–212, 2009. </reference>
		<reference numeration="40" content_type="text"> Randall, D. A., Wood, R. A., Bony, S., Colman, R., Fichefet, T., Fyfe, J., Kattsov, V, Pitman, A., Shukla, J., Srinivasan, J., Stouffer, R. J., Sumi, A., and Taylor, K. E.: Climate models and their evaluation, in: Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, 589–662, 2007. </reference>
		<reference numeration="41" content_type="text"> Sabine, C. L., Feely, R. A., Gruber, N., Key, R. M., Lee, K., Bullister, J. L., Wanninkhof, R., Wong, C. S., Wallace, D. W. R., Tilbrook, B., Millero, F. J., Peng, T.-H., Kozyr, A., Ono, T., and Rios, A. F.: The oceanic sink for anthropogenic CO&lt;sub&gt;2&lt;/sub&gt;, Science, 305, 367–371, 2004. </reference>
		<reference numeration="42" content_type="text"> Salas-Melia, D: A global coupled sea ice-ocean model, Ocean Model., 4, 137–172, 2002. </reference>
		<reference numeration="43" content_type="text"> Schmittner, A., Latif, M., and Schneider, B.: Model projections of the North Atlantic thermohaline circulation for the 21st century assessed by observations, Geophys. Res. Lett., 32, L23710, doi:10.1029/2005GL024368, 2005. </reference>
		<reference numeration="44" content_type="text"> Sitch, S., Huntingford, C., Gedney, N., Levy, P. E., Lomass, M., Piao, S. L., Betts, R., Ciais, P., Cox, P., Friedlingstein, P., Jones, C. D., Prentice, I. C., and Woodwards, F. I.: Evaluation of the terrestrial carbon-cycle future plant geography and climate carbon cycle feedbacks using five Dynamic Global Vegetation Models (DGVMs), Glob. Change Biol., 14, 2015–2039, 2008. </reference>
		<reference numeration="45" content_type="text"> Sitch, S., Smith, B., Prentice, I. C., Arneth, A., Bondeau, A., Cramer, W., Kaplan, J. O., Levis, S., Lucht, W., Sykes, M. T., Thonicke, K., and Venevsky, S.: Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model, Glob. Change Biol., 9, 161–185, 2003. </reference>
		<reference numeration="46" content_type="text"> Six, K. and Maier-Reimer, E.: Effects of plankton dynamics on seasonal carbon fluxes in an ocean general circulation model, Global Biogeochem. Cy., 10, 559–583, 1996. </reference>
		<reference numeration="47" content_type="text"> Takahashi, T., Sutherland, S. C., Wanninkhof, R., Sweeney, C., Feely, R. A., Chipman, D. W., Hales, B., Friedrich, G., Chavez, F., Sabine, C., Watson, A., Bakker, D. C. E., Schuster, U., Metzl, N., Yoshikawa-Inoue, H., Ishii, M., Midorikawa, T., Nojiri, Y., K$\baro$rtzinger, A., Steinhoff, T., Hoppema, M., Olafsson, J., Arnarson, T. S., Tilbrook, B., Johannessen, T., Olsen, A., Bellerby, R., Wong, C. S., Delille, B., Bates, N. R., and de Baar, H. J. W.: Climatological mean and decadal change in surface ocean $p$CO&lt;sub&gt;2&lt;/sub&gt;, and net sea-air CO&lt;sub&gt;2&lt;/sub&gt; flux over the global oceans, Deep-Sea Res Pt II, 56(8–10), 554–577, 2009. </reference>
		<reference numeration="48" content_type="text"> Taylor, K. E.: Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res., 106, 7183–7192, 2001.  </reference>
		<reference numeration="49" content_type="text"> Terray, L., Thual, O., Belamari, S., Déqué, M., Dandin, P., Lévy, C., and Delecluse, P.: Climatology and interannual variability simulated by the arpege-opa model, Clim. Dynam., 11, 487–505, 1995. </reference>
		<reference numeration="50" content_type="text"> Tjiputra, J. F. and Winguth, A. M. E.: Sensitivity of sea-to-air CO&lt;sub&gt;2&lt;/sub&gt; flux to ecosystem parameters from an adjoint model, Biogeosciences, 5, 615–630, 2008. </reference>
		<reference numeration="51" content_type="text"> Wanninkhof, R.: Relationship between wind speed and gas exchange over the ocean, J. Geophys. Res., 97, 7373–7382, 1992. </reference>
		<reference numeration="52" content_type="text"> Weiss, R. F.: The solubility of nitrogen, oxygen and argon in water and sea water, Deep-Sea Res., 17, 721–735, 1970. </reference>
		<reference numeration="53" content_type="text"> Weiss, R. F.: Carbon dioxide in water and seawater: The solubility of a non-ideal gas, Mar. Chem., 2, 203–215, 1974. </reference>
		<reference numeration="54" content_type="text"> Zeebe, R. E. and Wolf-Gladrow, D. E.: CO&lt;sub&gt;2&lt;/sub&gt; in seawater: Equilibrium. Kinetics, Isotops, Elsevier Oceanography Series, Amsterdam, 65, 346~pp., 2001. </reference>
		<reference numeration="55" content_type="text"> Zickfeld, K., Eby, M., and Weaver, A. J.: Carbon-cycle feedbacks of changes in the Atlantic meridional overturning circulation under future atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, Global Biogeochem. Cy., 22, GB3024, doi:10.1029/2007GB003118, 2008.  </reference>
	</references>
</article>

