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Associations of atmospheric teleconnections with wintertime extratropical cyclones over East Asia and Northwest Pacific

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Abstract

Extratropical cyclones (ETCs) over East Asia and Northwest Pacific are identified and tracked by applying an objective algorithm to the 850-hPa relative vorticity fields from the ERA-Interim reanalysis. A total of 2866 ETCs originating at the western side of the date line have been identified in the extended November–March winters from 1979 to 2018. The ETC tracks are counted and visualized using a hexagonal tessellation rather than the regular longitude–latitude grids. Two generalized linear models (GLMs), Poisson regression model and Gamma regression model, are firstly applied to investigate the associations of wintertime ETCs with three atmospheric teleconnection patterns. The West Pacific (WP) pattern and the Pacific/North American (PNA) pattern are more responsible for the meridional variability of ETC activities in the North Pacific, while the influence of the Polar/Eurasia pattern on ETC activities is negligible. Results of composite analysis are qualitatively consistent with that of regression analysis. Composite maps of differences of jet stream, thermal gradient and mid-tropospheric baroclinicity in the positive and negative phases of teleconnection patterns also support the close associations of ETC activities with WP and PNA teleconnection patterns.

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Availability of data and material

The reanalysis data was provided by ECMWF. The teleconnection indices were provided by provided by NOAA Center for Weather and Climate Prediction.

Code availability

The computer code for ETC identification and tracking was accessed from Dr. Flaounas via personal communication.

References

  • Adachi S, Kimura F (2007) A 36-year climatology of surface cyclogenesis in East Asia using high-resolution reanalysis data. SOLA 3:113–116

    Article  Google Scholar 

  • Barnston AG, Livezey RE (1987) Classification, seasonality, and persistence of low-frequency atmospheric circulation patterns. Mon Weather Rev 115:1083–1126

    Article  Google Scholar 

  • Barton NP, Ellis AW (2009) Variability in wintertime position and strength of the North Pacific jet stream as represented by re-analysis data. Int J Climatol 29:851–862

    Article  Google Scholar 

  • Blender R, Raible CC, Lunkeit F (2015) Non-exponential return time distributions for vorticity extremes explained by fractional Poisson processes. Q J R Meteorol Soc 141:249–257

    Article  Google Scholar 

  • Blender R, Raible CC, Franzke CLE (2017) Vorticity and geopotential height extreme values in ERA-Interim data during boreal winters. Q J R Meteorol Soc 143:634–640

    Article  Google Scholar 

  • Catto JL (2016) Extratropical cyclone classification and its use in climate studies. Rev Geophys 54:486–520

    Article  Google Scholar 

  • Chang EKM, Fu Y (2002) Interdecadal variations in northern hemisphere winter storm track intensity. J Clim 15:642–658

    Article  Google Scholar 

  • Chang EKM, Yau AMW (2016) Northern Hemisphere winter storm track trends since 1959 derived from multiple reanalysis datasets. Clim Dyn 47:1435–1454

    Article  Google Scholar 

  • Chang EKM, Lee S, Swanson KL (2002) Storm track dynamics. J Clim 15:2163–2183

    Article  Google Scholar 

  • Chen S-J, Kuo Y-H, Zhang P-Z, Bai Q-F (1991) Synoptic climatology of cyclogenesis over East Asia, 1958–1987. Mon Weather Rev 119:1407–1418

    Article  Google Scholar 

  • Chen L, Tan B, Kvamstø NG, Johannessen OM (2014) Wintertime cyclone/anticyclone activity over China and its relation to upper tropospheric jets. Tellus 66A:21889

    Article  Google Scholar 

  • Choi K-S, Moon IJ (2012) Influence of the Western Pacific teleconnection pattern on Western North Pacific tropical cyclone activity. Dyn Atmos Oceans 57:1–16

    Article  Google Scholar 

  • Chung Y-S, Hage KD, Reinelt ER (1976) On lee cyclogenesis and airflow in the Canadian Rocky Mountains and the East Asian Mountains. Mon Weather Rev 104:879–891

    Article  Google Scholar 

  • Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold PM, Beljaars AC, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Mong-Sanz BM, Morcrette JJ, Park BK, Peubey C, de Rosnay P, Tavolato C, Thépaut JN, Vitart F (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597

    Article  Google Scholar 

  • Dobson AJ (1990) An introduction to generalized linear models. Chapman and Hall, London

    Book  Google Scholar 

  • Economou T, Stephenson DB, Pinto JG, Shaffrey LC, Zappa G (2015) Serial clustering of extratropical cyclones in a multi-model ensemble of historical and future simulations. Q J R Meteorol Soc 141:3076–3087

    Article  Google Scholar 

  • Eichler T, Higgins W (2006) Climatology and ENSO-related variability of North American extratropical cyclone activity. J Clim 19:2076–2093

    Article  Google Scholar 

  • Elsner JB, Villarini G (2011) Statistical models for tropical cyclone activity (unpublished manuscript)

  • Elsner JB, Hodges RE, Jagger TH (2012a) Spatial grids for hurricane climate research. Clim Dyn 39(1–2):21–36

    Article  Google Scholar 

  • Elsner JB, Trepanier JC, Strazzo SE, Jagger TH (2012b) Sensitivity of limiting hurricane intensity to ocean warmth. Geophys Res Lett 39:L11702

    Article  Google Scholar 

  • Flaounas E, Kotroni V, Lagouvardos K, Flaounas I (2014) CycloTRACK (v1.0)—tracking winter extratropical cyclones based on relative vorticity: sensitivity to data filtering and other relevant parameters. Geosci Model Dev 7:1841–1853

    Article  Google Scholar 

  • Franzke CLE (2013) Persistent regimes and extreme events of the North Atlantic atmospheric circulation. Philos Tans R Soc A 371:20110471

    Article  Google Scholar 

  • Franzke C, Feldstein SB, Lee S (2011) Synoptic analysis of the Pacific-North American teleconnection pattern. Q J R Meteorol Soc 137:329–346

    Article  Google Scholar 

  • Franzke CLE, Barbosa S, Blender R, Fredriksen HB, Laepple T, Lambert F, Nilsen T, Rypdal K, Rypdal M, Scotto MG, Vannitsem S, Watkins NW, Yang L, Yuan N (2020) The structure of climate variability across scales. Rev Geophys 58:e2019RG000657

  • Fraza E, Elsner JB (2014) A spatial climatology of North Atlantic hurricane intensity change. Int J Climatol 34:2918–2924

    Article  Google Scholar 

  • Gulev SK, Zolina O, Grigoriev S (2001) Extratropical cyclone variability in the northern hemisphere winter from NCEP/NCAR reanalysis data. Clim Dyn 17:795–809

    Article  Google Scholar 

  • Hawcroft MK, Shaffrey LC, Hodges KI, Dacre HF (2012) How much Northern Hemisphere precipitation is associated with extratropical cyclones? Geophs Res Lett 39:L24809

    Article  Google Scholar 

  • Hoskins BJ, Hodges KI (2002) New perspectives on the Northern Hemisphere winter storm tracks. J Atmos Sci 59:1041–1061

    Article  Google Scholar 

  • Hoskins BJ, Valdes PJ (1990) On the existence of storm-tracks. J Atmos Sci 47:1854–1864

    Article  Google Scholar 

  • Hunter A, Stephenson DB, Economou T, Holland M, Cook I (2016) New perspectives on the collective risk of extratropical cyclones. Q J R Meteorol Soc 142:243–256

    Article  Google Scholar 

  • Iwao K, Inatsu M, Kimoto M (2012) Recent changes in explosively developing extratropical cyclones over the Winter Northwestern Pacific. J Clim 25:7282–7296

    Article  Google Scholar 

  • Katz RW (2002) Stochastic modeling of hurricane damage. J Appl Meteorol 41(7):754–762

    Article  Google Scholar 

  • Kozar ME, Mann ME, Camargo SJ, Kossin JP, Evans JL (2012) Stratified statistical models of North Atlantic basin-wide and regional tropical cyclone counts. J Geophys Res-Atmos 117:D18103

    Article  Google Scholar 

  • Lee S, Lee J, Wang B, Ha K, Heo K, Jin F, Straus DM, Shukla J (2012) Interdecadal changes in the storm track activity over the North Pacific and North Atlantic. Clim Dyn 39:313–327

    Article  Google Scholar 

  • Lee J, Son S-W, Cho H-O, Kim J, Cha D-H, Gyakum JR, Chen D (2020) Extratropical cyclones over East Asia: climatology, seasonal cycle, and long-term trend. Clim Dyn 54:1131–1144

    Article  Google Scholar 

  • Mailier PJ, Stephenson DB, Ferro CAT, Hodges KI (2006) Serial clustering of extratropical cyclones. Mon Weather Rev 134(8):2224–2240

    Article  Google Scholar 

  • Orlanski I (2005) A new look at the Pacific storm track variability: sensitivity to tropical SSTs and upstream seeding. J Atmos Sci 62:1367–1390

    Article  Google Scholar 

  • Pinto JG, Zacharias S, Fink AH, Leckebusch GC, Ulbrich U (2009) Factors contributing to the development of extreme North Atlantic cyclones and their relationship with the NAO. Clim Dyn 32:711–737

    Article  Google Scholar 

  • Pinto JG, Reyers M, Ulbrich U (2011) The variable link between PNA and NAO in observations and in multi-century CGCM simulations. Clim Dyn 36:337–354

    Article  Google Scholar 

  • Pinto JG, Bellenbaum N, Karremann MK, Della-Marta PM (2013) Serial clustering of extratropical cyclones over the North Atlantic and Europe under recent and future climate conditions. J Geophys Res-Atmos 118(22):12476–12485

    Article  Google Scholar 

  • Pinto JG, Gómara I, Masato G, Dacre HF, Woollings T, Caballero R (2014) Large-scale dynamics associated with clustering of extratropical cyclones affecting Western Europe. J Geophys Res-Atmos 119(24):13704–13719

    Article  Google Scholar 

  • Plante M, Son SW, Atallah E, Gyakum J, Grise K (2015) Extratropical cyclone climatology across eastern Canada. Int J Climatol 35:2759–2776

    Article  Google Scholar 

  • Raible CC (2007) On the relation between extremes of midlatitude cyclones and the atmospheric circulation using ERA40. Geophs Res Lett 34(7):L07703

    Article  Google Scholar 

  • Reboita MS, da Rocha RP, Ambrizzi T, Gouveia CD (2015) Trend and teleconnection patterns in the climatology of extratropical cyclones over the Southern Hemisphere. Clim Dyn 45:1929–1944

    Article  Google Scholar 

  • Seierstad IA, Strphenson DB, Kvamstø NG (2007) How useful are teleconnection patterns for explaining variability in extratropical storminess? Tellus 59A:170–181

    Article  Google Scholar 

  • Tamarin-Brodsky T, Kaspi Y (2017) Enhanced poleward propagation of storms under climate change. Nat Geosci 10(12):908–913

    Article  Google Scholar 

  • Trepanier JC, Ellis KN, Tucker CS (2015) Hurricane risk variability along the Gulf of Mexico Coastline. PLOS ONE 10(3):e0118196

  • Ulbrich U, Leckebusch GC, Pinto JG (2009) Extra-tropical cyclones in the present and future climate: a review. Theor Appl Climatol 96:117–131

    Article  Google Scholar 

  • Varino F, Arbogast P, Joly B, Riviere G, Fandeur ML, Bovy H, Granier JB (2019) Northern Hemisphere extratropical winter cyclones variability over the 20th century derived from ERA-20C reanalysis. Clim Dyn 52:1027–1048

    Article  Google Scholar 

  • Vitolo R, Stephenson DB, Cook IM, Mitchell-Wallace K (2009) Serial clustering of intense European storms. Meteorol Z 18(4):411–424

    Article  Google Scholar 

  • Wang XLL, Swail VR, Zwiers FW (2006) Observed changes in cyclone activity in Canada and their relationships to major circulation regimes. J Clim 19:895–906

    Article  Google Scholar 

  • Wang X, Zhai P, Wang C (2009) Variations in extratropical cyclone activity in northern East Asia. Adv Atmos Sci 26(3):471–479

    Article  Google Scholar 

  • Whittaker LM, Horn LH (1984) Northern Hemisphere extratropical cyclone activity for four mid-season months. Int J Climatol 4:297–310

    Article  Google Scholar 

  • Xie N, Gao M, Gao Z (2019) Climatology of Winter Extratropical Cyclones over the Coastal Waters of China. J Atmos Sci Res 2:37–45

    Article  Google Scholar 

  • Yonekura E, Hall TM (2011) A statistical model of tropical cyclone tracks in the Western North Pacific with ENSOdependent cyclogenesis. J Appl Meteorol Climatol 50:1725–1739

    Article  Google Scholar 

  • Yoshida A, Asuma Y (2004) Structures and environment of explosively developing extratropical cyclones in the Northwestern Pacific region. Mon Weather Rev 132:1121–1142

    Article  Google Scholar 

  • Zhang YC, Rossow WB (1997) Estimating meridional energy transports by the atmospheric and oceanic general circulations using boundary fluxes. J Clim 10:2358–2373

    Article  Google Scholar 

  • Zhang YX, Ding YH, Li QP (2012) A climatology of extratropical cyclones over East Asia during 1958–2001. Acta Oceanol Sin 26(3):261–277

    Google Scholar 

  • Zhu Q, Lin J, Shou S, Tang D (2000) Principles of synoptic meteorology. China Meteorological Press, Beijing (in Chinese)

    Google Scholar 

  • Zhu XJ, Sun JLK, Liu ZY, Liu QY, Martin HE (2007) A synoptic analysis of the interannual variability of winter cyclone activity in the Aleutian low region. J Clim 20:1523–1538

    Article  Google Scholar 

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Acknowledgements

This study was funded by the Key Deployment Project of Center for Ocean Mega-Science, CAS (No. COMS2019J02), the Key Research Program of Frontier Science of Chinese Academy of Sciences (No. ZDBS-LY-7010), the National Natural Science Foundation of China (No. 31570423), and the Key Program of Shandong Natural Science Foundation (No. ZR2020KF031). MG was also partly supported by the Youth Innovation Promotion Association of CAS (2016195). The helpful comments from the editor and all anonymous reviewers are also acknowledged.

Funding

This study was funded by the Key Deployment Project of Center for Ocean Mega-Science, CAS (No. COMS2019J02), the Key Research Program of Frontier Science of Chinese Academy of Sciences (No. ZDBS-LY-7010), the National Natural Science Foundation of China (No. 31570423), and the Key Program of Shandong Natural Science Foundation (No. ZR2020KF031). MG was also partly supported by the Youth Innovation Promotion Association of CAS (2016195).

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Correspondence to Meng Gao.

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Gao, M., Sun, Y. & Zheng, Q. Associations of atmospheric teleconnections with wintertime extratropical cyclones over East Asia and Northwest Pacific. Clim Dyn 57, 2079–2092 (2021). https://doi.org/10.1007/s00382-021-05795-9

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