Abstract
Spatiotemporal patterns of recent (1979–2008) air temperature trends are evaluated using three reanalysis datasets and radiosonde data. Our analysis demonstrates large discrepancies between the reanalysis datasets, possibly due to differences in the data assimilation procedures as well as sparseness and inhomogeneity of high-latitude observations. We test the robustness of arctic tropospheric warming based on the ERA-40 dataset. ERA-40 Arctic atmosphere temperatures tend to be closer to the observed ones in terms of root mean square error compared to other reanalysis products used in the article. However, changes in the ERA-40 data assimilation procedure produce unphysical jumps in atmospheric temperatures, which may be the likely reason for the elevated tropospheric warming trend in 1979–2002. NCEP/NCAR Reanalysis data show that the near-surface upward temperature trend over the same period is greater than the tropospheric trend, which is consistent with direct radiosonde observations and inconsistent with ERA-40 results. A change of sign in the winter temperature trend from negative to positive in the late 1980s is documented in the upper troposphere/lower stratosphere with a maximum over the Canadian Arctic, based on radiosonde data. This change from cooling to warming tendency is associated with weakening of the stratospheric polar vortex and shift of its center toward the Siberian coast and possibly can be explained by the changes in the dynamics of the Arctic Oscillation. This temporal pattern is consistent with multi-decadal variations of key arctic climate parameters like, for example, surface air temperature and oceanic freshwater content. Elucidating the mechanisms behind these changes will be critical to understanding the complex nature of high-latitude variability and its impact on global climate change.
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References
Alexeev VA (2003) Sensitivity to CO2 doubling of an atmospheric GCM coupled to an oceanic mixed layer: A linear analysis. Clim Dyn 20:775–787
Alexeev VA, Langen PL, Bates JR (2005) Polar amplification of surface warming on an aquaplanet in “ghost forcing” experiments without sea ice feedbacks. Clim Dyn. doi:10.1007/s00382-005-0018-3
Beesley JA et al (2000) A comparison of cloud and boundary layer variables in the ECMWF forecast model with observations at Surface Heat Budget of the Arctic Ocean (SHEBA) ice camp. JGR-atmospheres 105(10):12337–12349
Bekryaev RV, Polyakov IV, Alexeev VA (2010) Role of polar amplification in long-term surface air temperature variations and modern arctic warming. J Climate 23(14):3888–3906
Bengtsson L, Hagemann S, Hodges KI (2004a) Can climate trends be computed from reanalysis data? JGR-atmospheres 109. doi:10.2001/2004JD00
Bengtsson L, Hodges KI, Hagemann S (2004b) Sensitivity of the ERA40 reanalysis to the observing system: Determination of the global atmospheric circulation from reduced observations. Tellus A 56:456–471
Bitz CM, Fu Q (2008) Arctic warming aloft is dataset dependent. Nature 455:E3–E4
Bromwich DH, Wang S-H (2005) Evaluation of the NCEP–NCAR and ECMWF 15- and 40-Yr reanalyses using rawinsonde data from two independent arctic field experiments. Mon Weather Rev 133:3562–3578
Bromwich DH, Fogt RL, Hodges KI, Walsh JE (2007) A tropospheric assessment of the ERA-40, NCEP, and JRA-25 global reanalyses in the polar regions. J Geophys Res 112. doi:10.1029/2006JD007859
Byrkjedal O, Esau I, Kvamstoe N-G (2008) Sensitivity of simulated wintertime Arctic atmosphere to vertical resolution in the ARPEGE/IFS model. Clim Dyn 30:687–701
Chen Y, Francis JA, Miller JR (2002) Surface temperature of the Arctic: Comparison of TOVS satellite retrievals with surface observations. J Climate 15:3698–3708
Cohen J, Entekhabi D (1999) Eurasian snow cover variability and Northern Hemisphere climate predictability. Geophys Res Lett 26:345–348
Cohen J, Barlow M (2005) The NAO, the AO, and global warming: How closely related? J Climate 18:4498–4513
Cohen J, Fletcher C (2007) Improved skill for Northern Hemisphere winter surface temperature predictions based on land-atmosphere fall anomalies. J Climate 20:4118–4132
Collins WG (2001) The operational complex quality control of radiosonde heights and temperatures at the national centers for environmental prediction. Part I: Description of the method. J Applied Meteor 40:137–151
Flannery BP (1984) Energy-balance models incorporating transport of thermal and latent energy. J Atm Sci 41:414–421
Francis JA, Hunter E (2007) Changing fabric of the arctic blanket, Environmental Research Letters, 2, Article 045011
Gaffen DJ (1994) Temporal inhomogeneities in radiosonde temperature records. J Geophys Res 99:3667–3676
Gaffen DJ (1996) A digitized metadataset of global upper-air station histories, NOAA Technical Memorandum ERL ARL-211
Gandin LS (1988) Complex quality control of meteorological observations. Mon Wea Rev 116:1137–1156
Gillett N et al (2008) The Arctic and Antarctic: Two faces of climate change. Eos 89:177–178
Grant AN, Broennimann S, Haimberger L (2008) Recent Arctic warming structure contested. Nature 455:E2–E3
Graversen RG et al (2008) Vertical structure of recent Arctic warming. Nature 451:53–56
Hartmann B, Wendler G (2005) On the significance of the 1976 Pacific climate shift in the climatology of Alaska. J Clim 18:4824–4839
IPCC (Intergovernmental Panel for Climate Change) (2007) Fourth assessment report. The physical sciences basis. Contribution of working group I to the fourth assessment report of the IPCC, Cambridge University Press, ISBN 978-0-521-88009-1, 996p
Johannessen OM et al (2004) Arctic climate change: Observed and modelled temperature and sea-ice variability. Tellus A 56:328–341
Jones PD, Moberg A (2003) Hemispheric and large scale surface air temperature variations: An extensive revision and an update to 2001. J Clim 16:206–223
Kahl J (1998) Daily Arctic Ocean rawinsonde data from Soviet drifting ice stations. National Snow and Ice Data Center, digital media, Boulder, CO
Kalnay E et al (1996) The NCEP/NCAR 40-year reanalysis project. BAMS 77:437–471
Kanamitsu M et al (2002) NCEP–DOE AMIP-II reanalysis (R-2). BAMS 83:1631–1643
Kuzmina S et al (2008) High northern latitude surface air temperature: Comparison of existing data and creation of a new gridded dataset 1900–2000. Tellus A 60:289–304
Langen PL, Alexeev VA (2005) Analysis of 2xCO2 sensitivity in an aquaplanet GCM using fluctuation-dissipation theorem, GRL, L23708
Langen PL, Alexeev VA (2007) Polar amplification as a preferred response in an aquaplanet GCM. Clim Dyn. doi:10.1007/s00382-006-0221-x
Mantua NJ et al (1997) A Pacific interdecadal climate oscillation with impacts on salmon production. BAMS 78:1069–1079
Marshall GJ et al (2004) Causes of exceptional atmospheric circulation changes in the Southern Hemisphere. GRL 31:L14205. doi:10.1029/2004GL019952
Mesinger F et al (2006) North American regional reanalysis. BAMS 87. doi:10.1175/BAMS-87-3-343
Nakamura N, Oort AH (1988) Atmospheric heat budgets of the polar regions. J Geophys Res 93:9510–9524
Onogi K, Tsutsui J, Koide H, Sakamoto M, Kobayashi S, Hatsushika H, Matsumoto T, Yamazaki N, Kamahori H, Takahashi K, Kadokura S, Wada K, Kato K, Oyama R, Ose T, Mannoji N, Taira R (2007) The JRA-25 Reanalysis. J Meteor Soc Japan 85:369–432
Overland JE, Guest PS (1992) The Arctic snow and air-temperature budget over sea ice during winter. JGR Oceans 96:4651–4662
Overland JE, Turet P (1994) Variability of the atmospheric energy flux across 70°N computed from the GFDL data set. In: The Polar Oceans and Their Role in Shaping the Global Environment, Nansen Centennial Volume, Geophysical Monograph 85, Johannessen, O., R. Muench, and J. Overland (eds.), AGU pp 313–325
Overpeck J et al (1997) Arctic environmental change of the last four centuries. Science 278:1251–1256
Polyakov IV et al (2003) Observationally based assessment of polar amplification of global warming. GRL 29:1878. doi:1029/2001GL011111
Polyakov IV, Alexeev VA, Belchansky GI et al (2008) Arctic Ocean freshwater changes over the past 100 years and their causes. J of Climate 21:364–384
Ramaswamy V et al (2006) Anthropogenic and natural influences in the evolution of lower stratospheric cooling. Science 311:1138–1141
Rigor IG, Colony RL, Martin S (2000) Variations in surface air temperature observations in the Arctic, 1979–97. J Clim 13:896–914
Rinke A et al (2006) Evaluation of an ensemble of Arctic regional climate models: Spatial patterns and height profiles. Clim Dyn. doi:10.1007/s00382-005-0095-3
Rodgers KB et al (2003) A tropical mechanism for Northern Hemisphere deglaciation. Geochem Geophys Geosys 4(5):1046. doi:10.1029/1003GC000508
Schneider EK, Lindzen RS, Kirtman BP (1997) A tropical influence on the global climate. J Atmos Sci 54:1349–1358
Schwartz BE, Doswell CA III (1991) North American rawinsonde observations: Problems, concerns, and a call to action. Bull Amer Meteor Soc 72:1885–1896
Serreze MC et al (2000) Observational evidence of recent change in the northern high latitude environment. Clim Chang 46:159–207
Serreze MC, Francis JA (2006) The Arctic Amplification debate. Clim Change. doi:10.1007/s10584-005-9017-y
Serreze MC et al (2009) The emergence of the surface-based Arctic amplification. The Cryosphere Discussions 2:601–622
Simmons AJ et al. (2004) Comparison of trends and low-frequency variability in CRU, ERA-40, and NCEP/NCAR analyses of surface air temperature, J. Geophys, Res., 109, D24115, doi:10.1029/2004JD005306
Sverdrup HO (1933) The Norwegian North Polar expedition with the Maud, Vol. II, Meteorology, Geophysical Institute Bergen, pp 331
Thompson DWJ, Wallace JM (1998) The Arctic Oscillation signature in the wintertime geopotential height and temperature fields. Geophys Res Lett 25:1297–1300
Thorne PW et al (2005) Revisiting radiosonde upper air temperatures from 1958 to 2002. J Geophys Res 110:D18105. doi:10.1029/2004JD005753
Thorne PW (2008) Arctic tropospheric warming amplification? Nature 455:E1–E2
Tjernstroem M (2005) The summer Arctic boundary layer during the Arctic Ocean Experiment 2001 (AOE-2001). Boundary-Layer Meteorology 117:5–36
Tjernstroem M et al (2005) Modeling the Arctic Boundary Layer: An evaluation of six ARCMIP regional-scale models with data from the SHEBA project. Boundary-Layer Meteorology 117:337–381
Trenberth KE et al (2001) Quality of reanalyses in the Tropics. J Clim 14:1499–1510
Turner J, Overland JE, Walsh JE (2007) An Arctic and Antarctic perspective on recent climate change. Int J of Climatology 27:277–293
Uppala SM et al (2005) The ERA-40 reanalysis, Quarterly. J of the Royal Met Society 61:3493–3512
Uttal T et al (2002) Surface heat budget of the Arctic Ocean. BAMS 82:255–275
Wigley TML (2006) Statistical issues regarding trends, Appendix A from the US Climate change science program report “Temperature trends in the lower atmosphere: steps for understanding and reconciling differences” (http://www.climatescience.gov/Library/sap/sap1-1/finalreport/). Direct link to Appendix A from the report: http://www.climatescience.gov/Library/sap/sap1-1/finalreport/sap1-1-final-appA.pdf
Acknowledgements
The study was supported by the National Science Foundation grants ARC 0909525, ARC 0652838 (VA, IP), National Oceanographic and Atmospheric Administration, Japan Agency for Marine-Earth Science and Technology (VA, IP), and the University of Alaska Fairbanks (SB). IE and SS were supported by the Norwegian Research Council projects PAACSIZ 178908/S30 “Planetary Boundary Layer Feedbacks Affecting the Polar Amplification of Arctic Climate Change in Seasonal Ice Zone”, POCAHONTAS 178345/S30 “Polar Climate and Heat Impact on the Arctic Shelves”, and NORCLIM 178245/S30 “Norwegian Climate Assessment”. ECMWF ERA-40 data used in this project were provided by ECMWF and obtained from the ECMWF data server. NCEP data used in this project were provided by NCEP and obtained from the NCEP data server. The JRA-25 data were obtained from the JRA-25 website: http://jra.kishou.go.jp/JRA-25/index_en.html. The authors thank David Bromwich for useful discussions.
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Alexeev, V.A., Esau, I., Polyakov, I.V. et al. Vertical structure of recent arctic warming from observed data and reanalysis products. Climatic Change 111, 215–239 (2012). https://doi.org/10.1007/s10584-011-0192-8
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DOI: https://doi.org/10.1007/s10584-011-0192-8
Keywords
- Pacific Decadal Oscillation
- Lower Stratosphere
- Reanalysis Dataset
- Reanalysis Product
- Radiosonde Data