Climate Dynamics

, Volume 29, Issue 2–3, pp 131–156 | Cite as

The Arctic surface energy budget as simulated with the IPCC AR4 AOGCMs

  • Asgeir Sorteberg
  • Vladimir Kattsov
  • John E. Walsh
  • Tatyana Pavlova
Article

Abstract

Ensembles of simulations of the twentieth- and twentyfirst-century climate, performed with 20 coupled models for the Intergovernmental Panel on Climate Change (IPCC) Fourth Assessment, provide the basis for an evaluation of the Arctic (70°–90°N) surface energy budget. While the various observational sources used for validation contain differences among themselves, some model biases and across-model differences emerge. For all energy budget components in the twentieth-century simulations (the 20C3M simulation), the across-model variance and the differences from observational estimates are largest in the marginal ice zone (Barents, Kara, Chukchi Seas). Both downward and upward longwave radiation at the surface are underestimated in winter by many models, and the ensenmble mean annual net surface energy loss by longwave radiation is 35 W/m2, which is less than for the NCEP and ERA40 reanalyses but in line with some of the satellite estimates. Incoming solar radiation is overestimated by the models in spring and underestimated in summer and autumn. The ensemble mean annual net surface energy gain by shortwave radiation is 39 W/m2, which is slightly less than for the observational based estimates, In the twentyfirst-century simulations driven by the SRES A2 scenario, increased concentrations of greenhouse gasses increase (average for 2080–2100 minus average for 1980–2000 averages) the annual average ensemble mean downward longwave radiation by 30.1 W/m2. This was partly counteracted by a 10.7 W/m2 reduction in downward shortwave radiation. Enhanced sea ice melt and increased surface temperatures increase the annual surface upward longwave radiation by 27.1 W/m2 and reduce the upward shortwave radiation by 13.2 W/m2, giving an annual net (shortwave plus longwave) surface radiation increase of 5.8 W/m2 , with the maximum changes in summer. The increase in net surface radiation is largely offset by an increased energy loss of 4.4 W/m2 by the turbulent fluxes.

References

  1. ACIA (2005) Impacts of a warming Arctic. Arctic Climate Impact Assessment (ACIA). Cambridge University Press, Cambridge, 140 ppGoogle Scholar
  2. Arzel O, Fichefet T, Goosse H (2006) Sea ice evolution over the 20th and 21st centuries as simulated by current AOGCMs. Ocean Modell 12:401–415CrossRefGoogle Scholar
  3. Atlas Arktiki (1985) Glanoye Upravlenye Geodeziy i Kartografiy, Moscow, 204 ppGoogle Scholar
  4. Beesley JA (2000) Estimating the effect of clouds on the arctic surface energy budget. J Geophys Res 105(D8):10103–10117CrossRefGoogle Scholar
  5. Bengtsson L, Semenov V, Johannessen OM (2004) The early 20th century warming in the Arctic—a possible mechanism. J Climate 17:4045–4057CrossRefGoogle Scholar
  6. Budyko MI (1969) The effect of solar radiation variations on the climate of the earth. Tellus 21:611Google Scholar
  7. Björk G, Söderkvist J (2002) Dependence of the Arctic Ocean ice thickness distribution on the poleward energy flux in the atmosphere. J Geophys Res 107:C10, 3173Google Scholar
  8. Byrkjedal Ø, Esau I, Kvamstø NG (2006) Sensitivity of simulated wintertime Arctic atmosphere to vertical resolution in the ARPEGE/IFS model. Climate Dynam (submitted)Google Scholar
  9. Chapman W, Walsh JE (2006) Simulations of Arctic temperature and pressure by global coupled models. J Climate (in press)Google Scholar
  10. Curry JA, Ebert EE (1992) Annual cycle of radiation fluxes over the Arctic ocean: sensitivity to cloud properties. J Climate 5:1267–1280CrossRefGoogle Scholar
  11. Curry JA, Ebert EE, Schramm JL (1993) Impact of clouds on the surface radiation balance of the Arctic Ocean. Meteor Atmos Phys 51:197–217CrossRefGoogle Scholar
  12. Curry JA, Serreze M, Ebert EE (1995) Water vapor feedback over the Arctic Ocean. J Geophys Res 100:14223–14229CrossRefGoogle Scholar
  13. Curry JA, Rossow WB, Randall D, Schramm JL (1996) Overview of Arctic cloud and radiation characteristics. J Climate 9:1731–1763CrossRefGoogle Scholar
  14. Dyurgerov MB, Meier MF (1997) Year to year fluctuation of global mass balance of small glaciers and their contribution to sea level changes. Arct Alp Res 29:392–402CrossRefGoogle Scholar
  15. Ebert EE, Curry JA (1993) An intermediate one-dimensional thermodynamic sea ice model for investigating ice-atmosphere interactions. J Geophys Res 98:10085–10109CrossRefGoogle Scholar
  16. Fletcher JO (1965) The heat budget of the Arctic Basin and its relation to climate. Rand Rep. R-444-PR, The Rand Corporation, Santa Monica, CA, 179 ppGoogle Scholar
  17. Frei A, Robinson DA (1999) Northern Hemisphere snow extent: regional variability 1972-1994. Int J Climatol 19(14):1535–1560CrossRefGoogle Scholar
  18. Fu Q, Liou K, Cribb M, Charlock T, Grossman A (1997) On multiple scattering in thermal infrared radiative transfer. J Atmos Sci 54:2799–2812CrossRefGoogle Scholar
  19. Hartman DL (1994) Global physical climatology. Academic Press, New York, 411 ppGoogle Scholar
  20. Held IM, Suarez MJ (1974) Simple albedo feedback models of the icecaps. Tellus 26:613–628CrossRefGoogle Scholar
  21. Johannessen OM, Bengtsson L, Miles MW, Kuzmina SI, Semenov VA, Alekseev GV, Nagurnyi AP, Zakharov VF, Bobylev LP, Pettersson LH, Hasselmann K, Cattle HP (2004) Arctic climate change: observed and modelled temperature and sea-ice variability. Tellus 56A:328–341Google Scholar
  22. Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Leetmaa A, Reynolds B, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Amer Meteorol Soc 77(3):437–471CrossRefGoogle Scholar
  23. Kattsov V, Källén E (2005) Future changes of climate: modelling and scenarios for the Arctic region, in Arctic Climate Impact Assessment (ACIA). Cambridge University Press, Cambridge, 1042 ppGoogle Scholar
  24. Kattsov VM, Walsh JE (2000) Twentieth-century trends of Arctic precipitation from observational data and a climate model simulation. J Climate 13(8):1362–1370CrossRefGoogle Scholar
  25. Kattsov VM, Walsh JE (2002) Reply to Comments on “Twentieth-century trends of Arctic precipitation from observational data and a climate model simulation” by H.Paeth, A.Hense, and R. Hagenbrock. J Climate 15:804–805. IPCC, 2001Google Scholar
  26. Kattsov VM, Walsh JE, Chapman WL, Govorkova VA, Pavlova TV, Zhang X (2006) Simulation and projection of Arctic freshwater budget components by the IPCC AR4 Global Climate Models. J Hydrometeorol (in press)Google Scholar
  27. Key J (2001) The cloud and surface parameter retrieval (CASPR) system for Polar AVHRR Data User’s Guide. Space Science and Engineering Center, University of Wisconsin, Madison, 62 ppGoogle Scholar
  28. Key J, Schweiger AJ (1998) Tools for atmospheric radiative transfer: Streamer and FluxNet. Comput Geosci 24(5):443–451CrossRefGoogle Scholar
  29. Key J, Slayback D, Xu C, Schweiger A (1999) New climatologies of polar clouds and radiation based on the ISCCP “D” products. In: Proceedings of the fifth conference on polar meteorology and oceanography, January 10–15. American Meteorological Society, Dallas, pp 227–232Google Scholar
  30. Khrol VP (ed) (1992) Atlas of the energy balance of the Northern Polar Area, Arctic, and Antarctic. Res Inst, St. Petersburg, Russia, p. 72Google Scholar
  31. Lindsay RW (1998) Temporal variability of the energy balance of thick Arctic pack ice. J Climate 11:313–331CrossRefGoogle Scholar
  32. Liu J, Curry JA, Rossow WB, Key JR, Wang X (2005) Comparison of surface radiative flux data sets over the Arctic Ocean. J Geophys Res 110:C02015. doi:10.1029/2004JC002381CrossRefGoogle Scholar
  33. Mashunova MS (1961) Principal chracterisitics of the radiation balance of the unerlying surface and the atmosphere in the Arctic. Trudy ANII 226:109–112 (in Russian)Google Scholar
  34. Mashunova MS, Chernigovskii NT (1971) Radiation regime of the foreign Arctic. Gidmeteoizdat, Leningrad, 182 pp (in Russian)Google Scholar
  35. Maslanik JA, Key J, Fowler CW, Nguyen T (2001) Spatial and temporal variability of satellite derived cloud and surface characteristics during FIRE-ACE. J Geophys Res 106(D14):15233–15249Google Scholar
  36. Maslanik J, Fowler C, Key J, Scambos T, Hutchinson T, Emery W (1998) AVHRR-based Polar Pathfinder products for modeling applications. Ann Glaciol 25:388–392Google Scholar
  37. McBean G, Alekseev G, Chen D, Førland E, Fyfe J, Groisman PY, King R, Melling H, Vose R, Whitfield PH (2005) Arctic Climate: Past and Present. Arctic Climate Impact Assessment: Scientific Report. Cambridge University Press, UK, 1042 ppGoogle Scholar
  38. McKay DC, Morris RJ (1985) Solar radiation data analysis for Canada 1967–1976. The Yukon and Northwest territories, vol 6. Minister of Supply and Services, Canada, OttawaGoogle Scholar
  39. Meier WN, Maslanik JA, Key JR, Fowler CWW (1997) Multiparameter AVHRR-derived products for Arctic climate studies. Earth interactions, vol 1Google Scholar
  40. Miller JR, Russell GL (2002) Projected impact of climate change on the energy budget of the Arctic Ocean by a global climate model. J Climate 15(21):3028–3042CrossRefGoogle Scholar
  41. Nakicenovic et al (2000) IPCC special report on emission scenarios. Cambridge University Press, Cambridge, 599 ppGoogle Scholar
  42. Overland JE, Spillane MC, Percival DB, Wang M, Mofjeld HO (2004) Seasonal and regional variation of Pan-Arctic air temperature over the instrumental record. J Climate 17:3263–3282CrossRefGoogle Scholar
  43. Pinker RT, Laszlo I (1992) Modeling surface solar irradiance for satellite solar irradiance applications on a global scale. J Appl Meteor 31:194–211CrossRefGoogle Scholar
  44. Polyakov I, Bekryaev RV, Alekseev GV, Bhatt US, Colony RL, Johnson MA, Makshtas AP, Walsh D (2003) Variability and trends of air temperature and pressure in the maritime Arctic, 1875–2000. J Climate 16(12):2067–2077CrossRefGoogle Scholar
  45. Przybylak R (2003) The climate of the Arctic. Atm. and Ocean. Science Library, vol. 26. Kluwer Academic Publishers, 270 ppGoogle Scholar
  46. Randall D, Curry J, Battisti D, Flato G, Grumbine R, Hakkinen S, Martinson D, Preller R, Walsh J, Weatherly J (1998) Status of and outlook for large-scale modeling of atmosphere–ice–ocean interactions in the Arctic. Bull Amer Meteorol Soc 79:197–219CrossRefGoogle Scholar
  47. Romanovsky V, Burgess M, Smith S, Yoshikawa K, Brown J (2002) Permafrost temperature records: indicators of climate change. EOS, AGU Trans 83(50):589–594Google Scholar
  48. Rossow WB, Schiffer RA (1991) ISCCP cloud data products. Bull Amer Meteorol Soc 72:2–20CrossRefGoogle Scholar
  49. Serreze MC, Coauthors (2000) Observational evidence for recent changes in the northern high-latitude environment. Climatic Change 46:159–207CrossRefGoogle Scholar
  50. Serreze MC, Hurst CM (2002) Representation of Mean Arctic Precipitation fron NCEP-NCAR and ERA Reanalyses. Climate 13:182–201CrossRefGoogle Scholar
  51. Serreze MC, Key JR, Box JE, Maslanik JA, Stefen K (1998) A monthly climatology for global radiation for the Arctic and comparisons with NCEP-NCAR reanalysis and ISCCP-C2 fields. J Climate 11:121–136CrossRefGoogle Scholar
  52. Simmons AJ, Gibson JK (2000) The ERA-40 Project Plan. ERA-40 Project Report Series No. 1 ECMWF. Shinfield Park, Reading, 63 pp. http://www.ecmwf.int/research/era/Products/Google Scholar
  53. Sorteberg A, Furevik T, Drange H, Kvamstø NG (2005) Effects of simulated natural variability on Arctic temperature projections. Geophys Res Lett 32:L18708. doi:10.1029/2005GL023404CrossRefGoogle Scholar
  54. Sorteberg A, Kvamstø NG (2006) The effect of internal variability on anthropogenic climate projections. Tellus 58(5):565–574Google Scholar
  55. Stamnes K, Ellingson RG, Curry JA, Walsh JE, Zak BD (1999) Review of science issues, deployment strategy, and status for the ARM North Slope of Alaska-Adjacent Arctic Ocean climate research site. J Climate 12(1):46–63Google Scholar
  56. Vavrus S (2003) The impact of cloud feedbacks on Arctic climate under greenhouse forcing. J Climate 17(3):603–615CrossRefGoogle Scholar
  57. Uppala SM, Kållberg PW, Simmons AJ, Andrae U, da Costa Bechtold V, Fiorino M, Gibson JK, Haseler J, Hernandez A, Kelly GA, Li X, Onogi K, Saarinen S, Sokka N, Allan RP, Andersson E, Arpe K, Balmaseda MA, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Caires S, Chevallier F, Dethof A, Dragosavac M, Fisher M, Fuentes M, Hagemann S, Hólm E, Hoskins BJ, Isaksen L, Janssen PAEM, Jenne R, McNally AP, Mahfouf J-F, Morcrette J-J, Rayner NA, Saunders RW, Simon P, Sterl A, Trenberth KE, Untch A, Vasiljevic D, Viterbo P, Woollen J (2005) The ERA-40 re-analysis. Quart J R Meteorol Soc 131:2961–3012. doi:10.1256/qj.04.176CrossRefGoogle Scholar
  58. Vinnikov KY, Coauthors (1999) Global warming and Northern Heimsphere Sea ice extent. Science 286:1934–1937CrossRefGoogle Scholar
  59. Vowinckel E, Orvig S (1964) Radiation balance of the troposphere and of the earth-atmosphere system in the Arctic. Arch Meorol Geophys Bioklim 13:480–502CrossRefGoogle Scholar
  60. Vowinckel E, Orvig S (1970) The climate of the Noth Polar Basin. In: Orvig S (eds) Climates of the Polar regions. World Survey of Climatology, vol 14. Elsevier, Amsterdam, pp 129–252 Google Scholar
  61. Walsh JE, Kattsov V, Chapman W, Govorkova V, Pavlova T (2002) Comparison of Arctic climate simulations by uncoupled and coupled global models. J Climate 15:1429–1446CrossRefGoogle Scholar
  62. Wang X, Key JR (2003) Recent trends in Arctic surface, cloud and radiation properties from space. Science 299:1725–1728CrossRefGoogle Scholar
  63. Wang M, Overland JE, Kattsov V, Walsh JE, Zhang X, Pavlova T (2006) Intrinsic versus forced variation in coupled climate model simulations over the Arctic during the twentieth Century. J Climate (in press)Google Scholar
  64. Zhang X, Walsh JE (2006) Toward a seasonally ice-covered Arctic Ocean: scenarios from the IPCC AR4 model simulations. J Climate 19:1730–1747CrossRefGoogle Scholar
  65. Zhang T, Stamnes K, Bowling SA (1996) Impact of clouds on surface radiative fluxes amd snowmelt in the Arctic. J Climate 9(9):2110–2123CrossRefGoogle Scholar
  66. Zhang T, Bowling SA, Stamnes K (1997) Impact of the atmosphere on surface radiative fluxes and snowmelt in the Arctic and Subarctic. J Geophys Res 102(D4):4287–430CrossRefGoogle Scholar

Copyright information

© Springer-Verlag 2007

Authors and Affiliations

  • Asgeir Sorteberg
    • 1
  • Vladimir Kattsov
    • 2
  • John E. Walsh
    • 3
  • Tatyana Pavlova
    • 2
  1. 1.Bjerknes Centre for Climate ResearchUniversity of BergenBergenNorway
  2. 2.Voeikov Main Geophysical Observatory of RoshydrometSt. PetersburgRussia
  3. 3.International Arctic Research CenterFairbanksUSA

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