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Performance of the CMIP5 models in simulating the Arctic Oscillation during boreal spring

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Abstract

This study evaluates the performance of thirty coupled models from the Coupled Model Intercomparison Project Phase 5 (CMIP5) in capturing the Arctic Oscillation (AO) during boreal spring. We focus on model’s ability in simulating spring AO’s spatial structure, dominant temporal frequencies and climatic impacts. The anomalous anticyclone over the North Pacific and the North Atlantic in the positive spring AO phase is much stronger in most of the models than in the observations. This may be due to that most models simulate a stronger interannual variability of atmospheric anomalies over the North Pacific and North Atlantic. In addition, the center of the anomalous anticyclone over the North Pacific in the MME shifts obviously southeastward and that over the North Atlantic shift northeastward compared to the observations. Inter-model longitudinal spread is larger than the latitudinal spread in the anomalous anticyclone center over both the North Pacific and North Atlantic. Most of the models produce periods longer than the observed 4-year spectral peak in spring AO index. In addition, the model’s ability in reproducing the vertical structure of zonal wind tends to have a close relation with the model’s performance in capturing the vertical structure of air temperature related to the spring AO. Furthermore, there exist larger spreads among the models in simulating the spring AO-related surface air temperature over the Russian Far East and the west coast of North America. These spreads were partly related to the biases of the models in capturing the atmospheric circulation anomalies related to the Pacific center of the spring AO.

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References

  • Andrew J et al (2013) On the lack of stratospheric dynamical variability in low-top versions of the CMIP5 models. J Geophys Res 118:2494–2505. https://doi.org/10.1002/jgrd.50125

    Google Scholar 

  • Baldwin MP, Dunkerton TJ (1999) Downward propagation of the Arctic Oscillation from the stratosphere to the troposphere. J Geophys Res 104(30):937–946. https://doi.org/10.1029/1999JD900445

    Google Scholar 

  • Baldwin MP, Dunkerton TJ (2001) Stratospheric harbingers of anomalous weather regimes. Science 294:581–584. https://doi.org/10.1126/science.1063315

    Article  Google Scholar 

  • Cattiaux J, Cassou C (2013) Opposite CMIP3/CMIP5 trends in the wintertime Northern Annular Mode explained by combined local sea ice and remote tropical influences. Geophys Res Lett 40(14):3682–3687

    Article  Google Scholar 

  • Charlton-Perez AJ et al (2013) On the lack of stratospheric dynamical variability in low-top versions of the CMIP5 models. J Geophys Res 118:2494–2505. https://doi.org/10.1002/jgrd.50125

    Google Scholar 

  • Chen W, Kang LH (2006) Linkage between the Arctic Oscillation and winter climate over East Asia on the interannual timescale: role of quasi-stationary planetary wave. Chin J Atmos Sci 30:863–870

    Google Scholar 

  • Chen SF, Song L (2019) The leading interannual variability modes of winter surface air temperature over southeast Asia. Clim Dyn 52:4715–4734. https://doi.org/10.1007/s00382-018-4406-x

    Article  Google Scholar 

  • Chen SF, Wu R (2018) Impacts of early autumn Arctic sea ice concentration on subsequent spring Eurasian surface air temperature variations. Clim Dyn 51(7–8):2523–2542

    Article  Google Scholar 

  • Chen W, Graf HF, Takahashi M (2002) Observed interannual oscillations of planetary wave forcing in the Northern Hemisphere winter. Geophys Res Lett 29:2073. https://doi.org/10.1029/2002GL016062

    Google Scholar 

  • Chen W, Yang S, Huang RH (2005) Relationship between stationary planetary wave activity and the East Asian winter monsoon. J Geophys Res 110:D14110. https://doi.org/10.1029/2004JD005669

    Google Scholar 

  • Chen S, Chen W, Wei K (2013) Recent trends in winter temperature extremes in eastern China and their relationship with the Arctic Oscillation and ENSO. Adv Atmos Sci 30(6):1712–1724

    Article  Google Scholar 

  • Chen SF, Yu B, Chen W (2014) An analysis on the physical process of the influence of AO on ENSO. Clim Dyn 42:973–989

    Article  Google Scholar 

  • Chen SF, Wu R, Chen W, Yu B (2015) Influence of the November Arctic Oscillation on the subsequent tropical Pacific sea surface temperature. Int J Climatol 35:4307–4317

    Article  Google Scholar 

  • Chen SF, Wu R, Chen W, Yu B, Cao X (2016a) Genesis of westerly wind bursts over the equatorial western Pacific during the onset of the strong 2015–16 El Niño. Atmos Sci Lett 17:384–391. https://doi.org/10.1002/asl.669

    Article  Google Scholar 

  • Chen SF, Wu R, Liu Y (2016b) Dominant modes of interannual variability in Eurasian surface air temperature during boreal spring. J Clim 29:1109–1125

    Article  Google Scholar 

  • Chen SF, Chen W, Yu B (2017) The influence of boreal spring Arctic Oscillation on the subsequent winter ENSO in CMIP5 models. Clim Dyn 48:2949–2965. https://doi.org/10.1007/s00382-016-3243-z

    Article  Google Scholar 

  • Chen SF, Wu R, Chen W (2018) A strengthened impact of November Arctic Oscillation on subsequent tropical Pacific sea surface temperature variation since the late-1970s. Clim Dyn 51:511–529

    Article  Google Scholar 

  • Cheung HN, Zhou W (2015) Implications of Ural blocking for East Asian winter climate in the CMIP5 models. Part I: biases in the historical scenario. J Clim 28:203–2216. https://doi.org/10.1175/JCLI-D-14-00308.1

    Google Scholar 

  • Cheung HN, Zhou W, Mok HY, Wu MC (2012) Relationship between Ural-Siberian blocking and East Asian winter monsoon in relation to Arctic Oscillation and El Niño/Southern Oscillation. J Clim 25:4242–4257

    Article  Google Scholar 

  • Choi KS, Wu CC, Byun HR (2012) Possible connection between summer tropical cyclone frequency and spring Arctic Oscillation over East Asia. Clim Dyn 38:2613–2629. https://doi.org/10.1007/s00382-011-1088-z

    Article  Google Scholar 

  • Choi KS, Kang SD, Kim HD (2013) Possible relationship between North Korean total rainfall and Arctic Oscillation in May. Theor Appl Climatol 112:483–494

    Article  Google Scholar 

  • Dee DP et al (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J Roy Meteorol Soc 137:553–597. https://doi.org/10.1002/qj.828

    Article  Google Scholar 

  • Duchon CE (1979) Lanczos filtering in one and two dimensions. J Appl Meteorol 18:1016–1022

    Article  Google Scholar 

  • Gao MN, Yang J, Gong DY, He HZ, Kim SJ (2016) Spring Arctic Oscillation-western North Pacific connection in CMIP5 models. Int J Climatol 36:2093–2102

    Article  Google Scholar 

  • Gong DY, Ho CH (2003) Arctic Oscillation signals in the East Asian summer monsoon. J Geophys Res 108:4066. https://doi.org/10.1029/2002JD00219

    Article  Google Scholar 

  • Gong DY, Wang SW, Zhu JH (2001) East Asian winter monsoon and Arctic Oscillation. Geophys Res Lett 28:2073–2076

    Article  Google Scholar 

  • Gong DY, Yang J, Kim SJ, Gao YQ, Guo D, Zhou TJ, Hu M (2011) Spring Arctic Oscillation-East Asian summer monsoon connection through circulation changes over the western North Pacific. Clim Dyn 37:2199–2216

    Article  Google Scholar 

  • Gong HN, Wang L, Chen W, Chen XL, Nath D (2017) Biases of the wintertime Arctic Oscillation in CMIP5 models. Environ Res Lett 12:014001

    Article  Google Scholar 

  • Hardiman SC, Butchart N, Hinton TJ, Osprey SM, Gray LJ (2012) The effect of a well resolved stratosphere on surface climate: differences between CMIP5 simulations with high and low top versions of the Met Office climate model. J Clim 25:7083–7099

    Article  Google Scholar 

  • He S, Gao Y, Li F, Wang H, He Y (2017) Impact of Arctic Oscillation on the East Asian climate: a review. Earth Sci Rev 164:48–62

    Article  Google Scholar 

  • He S, Wang H, Gao Y, Li F (2019) Recent intensified impact of December Arctic Oscillation on subsequent January temperature in Eurasia and North Africa. Clim Dyn 52(1–2):1077–1094

    Article  Google Scholar 

  • Huang J (2004) The methods of statistical analysis and prediction in meteorology. China Meteorological Press, Beijing (in Chinese)

    Google Scholar 

  • Hurrell JW, Kushnir Y, Visbeck M (2001) The North Atlantic Oscillation. Science 291:603–605

    Article  Google Scholar 

  • Jeong JH, Ho CH (2005) Changes in occurrence of cold surges over East Asia in association with Arctic Oscillation. Geophys Res Lett 32:L14704

    Article  Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77(3):437–471

    Article  Google Scholar 

  • Kim HJ, Ahn JB (2012) Possible impact of the autumnal North Pacific SST and November AO on the East Asian winter temperature. J Geophys Res Atmos 117:D12104

    Google Scholar 

  • Nakamura T, Tachibana Y, Honda M, Yamane S (2006) Influence of the Northern Hemisphere annular mode on ENSO by modulating westerly wind bursts. Geophys Res Lett 33:L07709

    Google Scholar 

  • Nakamura T, Tachibana Y, Shimoda H (2007) Importance of cold and dry surges in substantiating the NAM and ENSO relationship. Geophys Res Lett 34:L22703. https://doi.org/10.1029/2007GL031220

    Article  Google Scholar 

  • North GR, Moeng FJ, Bell TL, Cahalan RF (1982a) The latitude dependence of the variance of zonally averaged quantities. Mon Weather Rev 110:319–326

    Article  Google Scholar 

  • North GR, Bell TL, Cahalan RF, Moeng FJ (1982b) Sampling errors in the estimation of empirical orthogonal functions. Mon Weather Rev 110:699–706

    Article  Google Scholar 

  • Park TW, Ho CH, Yang S (2011) Relationship between the Arctic Oscillation and cold surges over East Asia. J Clim 24:68–83

    Article  Google Scholar 

  • Polvani LM, Waugh DW (2004) Upward wave activity flux as a precursor to extreme stratospheric events and subsequent anomalous surface weather regimes. J Clim 17:3548–3554

    Article  Google Scholar 

  • Qiao SB, Hu P, Feng TC, Cheng JB, Han ZX, Gong ZQ, Zhi R, Feng GL (2018) Enhancement of the relationship between the winter Arctic Oscillation and the following summer circulation anomalies over central East Asia since the early 1990s. Clim Dyn 50:3485–3503

    Article  Google Scholar 

  • Taylor KE (2001) Summarizing multiple aspects of model performance in a single diagram. J Geophys Res 106:7183–7192

    Article  Google Scholar 

  • Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Bull Am Meteorol Soc 93(4):485–498

    Article  Google Scholar 

  • Thompson D, Lorenz D (2004) The signature of the annular modes in the tropical troposphere. J Clim 17:4330–4342

    Article  Google Scholar 

  • Thompson DW, Wallace JM (1998) The Arctic Oscillation signature in the wintertime geopotential height and temperature fields. Geophys Res Lett 25:1297–1300

    Article  Google Scholar 

  • Thompson DW, Wallace JM (2000) Annular modes in the extratropical circulation. Part I: month-to-month variability. J Clim 13:1000–1016

    Article  Google Scholar 

  • Wei K, Cai ZL, Chen W, Xu LY (2018) The effect of a well-resolved stratosphere on East Asian winter climate. Clim Dyn 51:4015–4028

    Article  Google Scholar 

  • Wu B, Wang J (2002) Winter Arctic Oscillation, Siberian high and East Asian winter monsoon. Geophys Res Lett 29:1897

    Google Scholar 

  • Wu ZW, Li JP, Jiang ZH, He JH, Zhu XY (2012) Possible effects of the North Atlantic Oscillation on the strengthening relationship between the East Asian summer monsoon and ENSO. Int J Climatol 32:794–800

    Article  Google Scholar 

  • Zhang YR, Li LP, Jin ZH, Liu P, Kang X (2017) Simulation and projection of the Arctic Oscillation in Winter based on CMIP5 models. Clim Environ Res (in Chinese) 22:633–642

    Google Scholar 

  • Zhu X, Dong WJ, Guo Y (2013) Comparison of simulated Winter and spring Arctic Oscillation variability by CMIP5 and CMIP3 coupled models (in Chinese). Adv Clim Change Res 9:165–172

    Google Scholar 

  • Zuo JQ, Li WJ, Ren HL (2013) Representation of the Arctic Oscillation in the CMIP5 models (in Chinese). Adv Clim Change Res 4(4):242–249

    Article  Google Scholar 

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Acknowledgements

We thank the two anonymous reviewers for their constructive suggestions, which helped to improve the paper. This study is supported by the National Key Research and Development Program of China (Grant no. 2018YFA0605604), the National Natural Science Foundation of China Grants (41530425, 41605050, 41775080, and 41605031), and the Young Elite Scientists Sponsorship Program by the China Association for Science and Technology (2016QNRC001). We acknowledge the World Climate Research Programme’s Working Group on Coupled Modeling, which is responsible for CMIP, and we thank the climate modeling groups (listed in Table 1 of this paper) for producing and making available their model output. For CMIP the U.S. Department of Energy’s Program for Climate Model Diagnosis and Intercomparison provides coordinating support and led development of software infrastructure in partnership with the Global Organization for Earth System Science Portals.

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Authors and Affiliations

  1. Center for Monsoon System Research, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China

    Shangfeng Chen, Renguang Wu & Wen Chen

  2. Institute of Urban Meteorology, China Meteorological Administration, Beijing, China

    Linye Song

  3. School of Earth Sciences, Zhejiang University, Hangzhou, China

    Renguang Wu

  4. State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China

    Renguang Wu & Wen Chen

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  1. Shangfeng Chen
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Correspondence to Shangfeng Chen.

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Chen, S., Wu, R., Chen, W. et al. Performance of the CMIP5 models in simulating the Arctic Oscillation during boreal spring. Clim Dyn 53, 2083–2101 (2019). https://doi.org/10.1007/s00382-019-04792-3

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