Time of emergence of trends in ocean biogeochemistry

Biogeosciences

Volumn 11, Issue 13, 2014, Pages 3647-3659

  Keller, K M ^a   Joos, F ^a   Raible, C C ^a  

^a UNIVERSITY OF BERN   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ANNUAL VARIATION; BIOGEOCHEMISTRY; CARBON DIOXIDE; DISSOLVED INORGANIC CARBON; GLOBAL OCEAN; NOISE; NUMERICAL MODEL; PH; SEA SURFACE TEMPERATURE; SEASONAL VARIATION; SEASONALITY; TREND ANALYSIS;

EID: 84904303906     PISSN: 17264170     EISSN: 17264189     Source Type: Journal    
DOI: 10.5194/bg-11-3647-2014     Document Type: Article

References (78)

1. Assmann, K. M., Bentsen, M., Segschneider, J., and Heinze, C.: An isopycnic ocean carbon cycle model, Geosci. Model Dev., 3, 143-167, doi:10.5194/gmd-3-143-2010, 2010.
2. 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.
3. Bacastow, R. B.: Modulation of atmospheric carbon dioxide by the Southern Oscillation, Nature, 261, 116-118, 1976.
4. Bates, N. R.: Multi-decadal uptake of carbon dioxide into subtropical mode water of the North Atlantic Ocean, Biogeosciences, 9, 2649-2659, doi:10.5194/bg-9-2649-2012, 2012.
5. Bates, N. R., Best, M. H. P., Neely, K., Garley, R., Dickson, A. G., and Johnson, R. J.: Detecting anthropogenic carbon dioxide uptake and ocean acidification in the North Atlantic Ocean, Biogeosciences, 9, 2509-2522, doi:10.5194/bg-9-2509-2012, 2012.
6. Bopp, L., Resplandy, L., Orr, J. C., Doney, S. C., Dunne, J. P., Gehlen, M., Halloran, P., Heinze, C., Ilyina, T., Séférian, R., Tjiputra, J., and Vichi, M.: Multiple stressors of ocean ecosystems in the 21st century: projections with CMIP5 models, Biogeosciences, 10, 6225-6245, doi:10.5194/bg-10-6225-2013, 2013.
7. Brix, H., Currie, K. I., and Mikaloff Fletcher, S. E.: Seasonal variability of the carbon cycle in subantarctic surface water in the South West Pacific, Global Biogeochem. Cy., 27, 200-211, 2013.
8. Bryden, H. L., Longworth, H. R., and Cunningham, S. A.: Slowing of the Atlantic meridional overturning circulation at 25° N, Nature, 438, 655-657, 2005. (Pubitemid 41740573)
9. Carton, J. A. and Häkkinen, S.: Introduction to: Atlantic Meridional Overturning Circulation (AMOC), Deep-Sea Res. Pt. II, 58, 1741-1743, 2011.
10. Christian, J. R., Arora, V. K., Boer, G. J., Curry, C. L., Zahariev, K., Denman, K. L., Flato, G. M., Lee, W. G., Merryfield, W. J., Roulet, N. T., and Scinocca, J. F.: The global carbon cycle in the Canadian Earth system model (CanESM1): preindustrial control simulation, J. Geophys. Res.-Biogeo., 115, G03014, doi:10.1029/2008JG000920, 2010.
11. Cocco, V., Joos, F., Steinacher, M., Frölicher, T. L., Bopp, L., Dunne, J., Gehlen, M., Heinze, C., Orr, J., Oschlies, A., Schneider, B., Segschneider, J., and Tjiputra, J.: Oxygen and indicators of stress for marine life in multi-model global warming projections, Biogeosciences, 10, 1849-1868, doi:10.5194/bg-10-1849-2013, 2013.
12. Collins, W. D., Bitz, C. M., Blackmon, M. L., Bonan, G. B., Bretherton, C. S., Carton, J. A., Chang, P., Doney, S. C., Hack, J. J., Henderson, T. B., Kiehl, J. T., Large, W. G., McKenna, D. S., Santer, B. D., and Smith, R. D.: The Community Climate System Model version 3 (CCSM3), J. Climate, 19, 2122-2143, 2006. (Pubitemid 43881275)
13. Diffenbaugh, N. and Giorgi, F.: Climate change hotspots in the CMIP5 global climate model ensemble, Climatic Change, 114, 813-822, 2012.
14. Diffenbaugh, N. and Scherer, M.: Observational and model evidence of global emergence of permanent, unprecedented heat in the 20th and 21st centuries, Climatic Change, 107, 615-624, 2011.
15. Dolman, A. J., van der Werf, G. R., van der Molen, M. K., Ganssen, G., Erisman, J. W., and Strengers, B.: A carbon cycle science update since IPCC AR-4, Ambio, 39, 402-412, 2010.
16. Doney, S. C., Lindsay, K., Fung, I., and John, J.: Natural variability in a stable, 1000-yr global coupled climate-carbon cycle simulation, J. Climate, 19, 3033-3054, 2006. (Pubitemid 44177906)
17. Dore, J. E., Lukas, R., Sadler, D.W., Church, M. J., and Karl, D. M.: Physical and biogeochemical modulation of ocean acidification in the central North Pacific, P. Natl. Acad. Sci. USA, 106, 12235-12240, 2009.
18. Dunne, J. P., John, J. G., Shevliakova, E., Stouffer, R. J., Krasting, J. P., Malyshev, S. L., Milly, P. C. D., Sentman, L. T., Adcroft, A. J., Cooke, W., Dunne, K. A., Griffies, S. M., Hallberg, R. W., Harrison, M. J., Levy, H., Wittenberg, A. T., Phillips, P. J., and Zadeh, N.: GFDL's ESM2 Global coupled climate-carbon Earth System Models. Part II: Carbon system formulation and baseline simulation characteristics, J. Climate, 26, 2247-2267, 2012.
19. Dutkiewicz, S., Scott, J. R., and Follows, M. J.:Winners and losers: ecological and biogeochemical changes in a warming ocean, Global Biogeochem. Cy., 27, 463-477, 2013.
20. 2 data, J. Geophys. Res.-Atmos., 92, 10977-10984, 1987.
21. 2 from in situ data, Global Biogeochem. Cy., 27, 541-557, 2013.
22. 2 fluxes in the equatorial Pacific Ocean, J. Geophys. Res.-Oceans, 111, C08S90, doi:10.1029/2005JC003129, 2006.
23. Fiedler, P.: Environmental change in the eastern tropical Pacific Ocean: review of ENSO and decadal variability, Mar. Ecol.-Prog. Ser., 244, 265-283, 2002. (Pubitemid 36035748)
24. Friedrich, T., Timmermann, A., Abe-Ouchi, A., Bates, N. R., Chikamoto, M. O., Church, M. J., Dore, J. E., Gledhill, D. K., Gonzalez-Davila, M., Heinemann, M., Ilyina, T., Jungclaus, J. H., McLeod, E., Mouchet, A., and Santana-Casiano, J. M.: Detecting regional anthropogenic trends in ocean acidification against natural variability, Nat. Clim. Change, 2, 167-171, 2012.
25. Frölicher, T. L., Joos, F., Plattner, G. K., Steinacher, M., and Doney, S. C.: Natural variability and anthropogenic trends in oceanic oxygen in a coupled carbon cycle-climate model ensemble, Global Biogeochem. Cy., 23, GB1003, doi:10.1029/2008GB003316, 2009.
26. Giorgi, F. and Bi, X.: Time of emergence (TOE) of GHG-forced precipitation change hot-spots, Geophys. Res. Lett., 36, L06709, doi:10.1029/2009GL037593, 2009.
27. Hauri, C., Gruber, N., Vogt, M., Doney, S. C., Feely, R. A., Lachkar, Z., Leinweber, A., McDonnell, A. M. P., Munnich, M., and Plattner, G.-K.: Spatiotemporal variability and long-term trends of ocean acidification in the California Current System, Biogeosciences, 10, 193-216, doi:10.5194/bg-10-193- 2013, 2013.
28. Hawkins, E. and Sutton, R.: Time of emergence of climate signals, Geophys. Res. Lett., 39, L01702, doi:10.1029/2011GL050087, 2012.
29. Hegerl, G. C., Zwiers, F. W., Braconnot, P., Gillett, N., Luo, Y., Orsini, J. M., Nicholls, N., Penner, J., and Stott, P.: Understanding and attributing climate change, in: Climate Change 2007: The Physical Science Basis, Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on 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, UK and New York, NY, USA, 2007.
30. Heuzé, C., Heywood, K. J., Stevens, D. P., and Ridley, J. K.: Southern Ocean bottom water characteristics in CMIP5 models, Geophys. Res. Lett., 40, 1409-1414, 2013.
31. Hurrell, J. W. and Deser, C.: North Atlantic climate variability: the role of the North Atlantic Oscillation, J. Mar. Syst., 78, 28-41, 2009.
32. Ilyina, T. and Zeebe, R. E.: Detection and projection of carbonate dissolution in the water column and deep-sea sediments due to ocean acidification, Geophys. Res. Lett., 39, L06606, doi:10.1029/2012GL051272, 2012.
33. Ilyina, T., Zeebe, R. E., Maier-Reimer, E., and Heinze, C.: Early detection of ocean acidification effects on marine calcification, Global Biogeochem. Cy., 23, GB1008, doi:10.1029/2008GB003278, 2009.
34. Ilyina, T., Six, K. D., Segschneider, J., Maier-Reimer, E., Li, H., and Núñez-Riboni, I.: Global ocean biogeochemistry model HAMOCC: model architecture and performance as component of the MPI-Earth system model in different CMIP5 experimental realizations, J. Adv. Model. Earth Syst., 5, 287-315, doi:10.1029/2012MS000178, 2013.
35. 2 parameters from 1994 to 2008, J. Geophys. Res.-Oceans, 116, C06022, doi:10.1029/2010JC006831, 2011.
36. 2, Science, 284, 464-467, 1999. (Pubitemid 29289614)
37. Jungclaus, J. H., Keenlyside, N., Botzet, M., Haak, H., Luo, J. J., Latif, M., Marotzke, J., Mikolajewicz, U., and Roeckner, E.: Ocean circulation and tropical variability in the coupled model ECHAM5/MPI-OM, J. Climate, 19, 3952-3972, 2006. (Pubitemid 44405152)
38. Kanzow, T., Cunningham, S. A., Johns, W. E., Hirschi, J. J.-M., Marotzke, J., Baringer, M. O., Meinen, C. S., Chidichimo, M. P., Atkinson, C., Beal, L. M., Bryden, H. L., and Collins, J.: Seasonal variability of the Atlantic Meridional Overturning Circulation at 26.5° N, J. Climate, 23, 5678-5698, 2010.
39. Karoly, D. J. and Wu, Q.: Detection of regional surface temperature trends, J. Climate, 18, 4337-4343, 2005. (Pubitemid 41805474)
40. Keeling, C. D., Brix, H., and Gruber, N.: Seasonal and longterm dynamics of the upper ocean carbon cycle at Station ALOHA near Hawaii, Global Biogeochem. Cy., 18, GB4006, doi:10.1029/2004GB002227, 2004. (Pubitemid 40440568)
41. Keeling, R. F., Körtzinger, A., and Gruber, N.: Ocean deoxygenation in a warming world, Annu. Rev. Mar. Sci., 2, 199-229, 2010.
42. Keller, K., Joos, F., Raible, C., Cocco, V., Frölicher, T., Dunne, J., Gehlen, M., Bopp, L., Orr, J., Tjiputra, J., Heinze, C., Segschneider, J., Roy, T., and Metzl, N.: Variability of the ocean carbon cycle in response to the North Atlantic Oscillation, Tellus B, 64, 18738, doi:10.3402/tellusb.v64i0. 18738, 2012.
43. Latif, M., Kleeman, R., and Eckert, C.: Greenhouse warming, decadal variability, or El Niño? An attempt to understand the anomalous 1990s, J. Climate, 10, 2221-2239, 1997. (Pubitemid 127627241)
44. 2 sink due to recent climate change, Science, 316, 1735-1738, 2007. (Pubitemid 46988546)
45. 2, Global Biogeochem. Cy., 24, GB4007, doi:10.1029/2009GB003599, 2010.
46. 2 fluxes in the Southern Ocean for the period 1990-2009, Biogeosciences, 10, 4037-4054, doi:10.5194/bg-10-4037-2013, 2013.
47. Levermann, A., Clark, P. U., Marzeion, B., Milne, G. A., Pollard, D., Radic, V., and Robinson, A.: The multimillennial sea level commitment of global warming, P. Natl. Acad. Sci. USA, 110, 13745-13750, 2013.
48. 2 outgassing in the Southern Ocean from a positive phase of the Southern Annular Mode, Global Biogeochem. Cy., 21, GB2026, doi:10.1029/ 2006GB002900, 2007. (Pubitemid 47323974)
49. Mahlstein, I., Knutti, R., Solomon, S., and Portmann, R. W.: Early onset of significant local warming in low latitude countries, Environ. Res. Lett., 6, 034009, doi:10.1088/1748-9326/6/3/034009, 2011.
50. Mahlstein, I., Hegerl, G., and Solomon, S.: Emerging local warming signals in observational data, Geophys. Res. Lett., 39, L21711, doi:10.1029/2012GL053952, 2012.
51. Mahlstein, I., Daniel, J. S., and Solomon, S.: Pace of shifts in climate regions increases with global temperature, Nat. Clim. Change, 3, 739-743, 2013.
52. Marinov, I., Gnanadesikan, A., Toggweiler, J., and Sarmiento, J.: The Southern Ocean biogeochemical divide, Nature, 441, 964-967, 2006. (Pubitemid 43980347)
53. 2 flux variability: a novel atmospheric inversion agrees with ocean models, Geophys. Res. Lett., 31, L22308, doi:10.1029/2004GL021069, 2004. (Pubitemid 40280937)
54. McKinley, G. A., Fay, A. R., Takahashi, T., and Metzl, N.: Convergence of atmospheric and North Atlantic carbon dioxide trends on multidecadal timescales, Nat. Geosci., 4, 606-610, 2011.
55. Metzl, N.: Decadal increase of oceanic carbon dioxide in Southern Indian Ocean surface waters (1991-2007), Deep-Sea Res. Pt. II, 56, 607-619, 2009.
56. Moore, J. K., Lindsay, K., Doney, S. C., Long, M. C., and Misumi, K.: Marine Ecosystem Dynamics and Biogeochemical Cycling in the Community Earth System Model [CESM1(BGC)]: Comparison of the 1990s with the 2090s under the RCP4.5 and RCP8.5
57. Scenarios, J. Climate, 26, 9291-9312, 2013.
58. Mora, C., Frazier, A. G., Longman, R. J., Dacks, R. S., Walton, M. M., Tong, E. J., Sanchez, J. J., Kaiser, L. R., Stender, Y. O., Anderson, J. M., Ambrosino, C. M., Fernandez-Silva, I., Giuseffi, L. M., and Giambelluca, T. W.: The projected timing of climate departure from recent variability, Nature, 502, 183-187, 2013.
59. Olafsson, J., Olafsdottir, S. R., Benoit-Cattin, A., Danielsen, M., Arnarson, T. S., and Takahashi, T.: Rate of Iceland Sea acidification from time series measurements, Biogeosciences, 6, 2661-2668, doi:10.5194/bg-6-2661-2009, 2009.
60. Palmer, J. and Totterdell, I.: Production and export in a global ocean ecosystem model, Deep-Sea Res. Pt. I, 48, 1169-1198, 2001. (Pubitemid 32219157)
61. 2 uptake reduced by weakening of the meridional overturning circulation, Nat. Geosci., 6, 146-152, 2013.
62. Raible, C., Stocker, T., Yoshimori, M., Renold, M., Beyerle, U., Casty, C., and Luterbacher, J.: Northern hemispheric trends of pressure indices and atmospheric circulation patterns in observations, reconstructions, and coupled GCM simulations, J. Climate, 18, 3968-3982, 2005. (Pubitemid 41679184)
63. Rayner, N., Parker, D., Horton, E., Folland, C., Alexander, L., Rowell, D., Kent, E., and Kaplan, A.: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century, J. Geophys. Res.-Atmos, 108, 4407, doi:10.1029/2002JD002670, 2003.
64. Resplandy, L., Bopp, L., Orr, J. C., and Dunne, J. P.: Role of mode and intermediate waters in future ocean acidification: analysis of CMIP5 models, Geophys. Res. Lett., 40, 3091-3095, 2013a.
65. 2-system in the Southern Ocean, Biogeosciences Discuss., 10, 13855-13895, doi:10.5194/bgd-10-13855-2013, 2013b.
66. 2 during the Past Decades, Tellus, 9, 18-27, 1957.
67. 2 parameters in the northeast Atlantic subtropical gyre at the ESTOC site, Global Biogeochem. Cy., 21, GB1015, doi:10.1029/2006GB002788, 2007. (Pubitemid 46831868)
68. Santer, B. D., Mears, C., Doutriaux, C., Caldwell, P., Gleckler, P. J., Wigley, T. M. L., Solomon, S., Gillett, N. P., Ivanova, D., Karl, T. R., Lanzante, J. R., Meehl, G. A., Stott, P. A., Taylor, K. E., Thorne, P. W., Wehner, M. F., and Wentz, F. J.: Separating signal and noise in atmospheric temperature changes: the importance of timescale, J. Geophys. Res.-Atmos, 116, D22105, doi:10.1029/2011JD016263, 2011.
69. Séférian, R., Bopp, L., Swingedouw, D., and Servonnat, J.: Dynamical and biogeochemical control on the decadal variability of ocean carbon fluxes, Earth Syst. Dynam., 4, 109-127, doi:10.5194/esd-4-109-2013, 2013.
70. 2, Nature, 345, 295-296, 1990. (Pubitemid 20159532)
71. Steinacher, M., Joos, F., Frölicher, T. L., Plattner, G.-K., and Doney, S. C.: Imminent ocean acidification in the Arctic projected with the NCAR global coupled carbon cycle-climate model, Biogeosciences, 6, 515-533, doi:10.5194/bg-6-515-2009, 2009.
72. Swart, N. C. and Fyfe, J. C.: Ocean carbon uptake and storage influenced by wind bias in global climate models, Nat. Clim. Change, 2, 47-52, 2012.
73. Taylor, K. E., Stouffer, R. J., and Meehl, G. A.: An overview of CMIP5 and the experiment design, B. Am. Meteorol. Soc., 93, 485-498, 2011.
74. Tjiputra, J. F., Roelandt, C., Bentsen, M., Lawrence, D. M., Lorentzen, T., Schwinger, J., Seland, Ø., and Heinze, C.: Evaluation of the carbon cycle components in the Norwegian Earth System Model (NorESM), Geosci. Model Dev., 6, 301-325, doi:10.5194/gmd-6-301-2013, 2013.
75. Wakita, M., Watanabe, S., Murata, A., Tsurushima, N., and Honda, M.: Decadal change of dissolved inorganic carbon in the subarctic western North Pacific Ocean, Tellus B, 62, 608-620, 2010.
76. Wanninkhof, R., Park, G.-H., Takahashi, T., Sweeney, C., Feely, R., Nojiri, Y., Gruber, N., Doney, S. C., McKinley, G. A., Lenton, A., Le Quéré, C., Heinze, C., Schwinger, J., Graven, H., and Khatiwala, S.: Global ocean carbon uptake: magnitude, variability and trends, Biogeosciences, 10, 1983-2000, doi:10.5194/bg-10-1983-2013, 2013.
77. Watanabe, S., Hajima, T., Sudo, K., Nagashima, T., Takemura, T., Okajima, H., Nozawa, T., Kawase, H., Abe, M., Yokohata, T., Ise, T., Sato, H., Kato, E., Takata, K., Emori, S., and Kawamiya, M.: MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments, Geosci. Model Dev., 4, 845-872, doi:10.5194/gmd-4-845-2011, 2011.
78. Wong, C., Christian, J. R., Wong, S.-K. E., Page, J., Xie, L., and Johannessen, S.: Carbon dioxide in surface seawater of the eastern North Pacific Ocean (Line P), 1973-2005, Deep-Sea Res. Pt. I, 57, 687-695, 2010.