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Climate Dynamics

, Volume 49, Issue 5–6, pp 1567–1581 | Cite as

Winter temperatures over the Korean Peninsula and East Asia: development of a new index and its application to seasonal forecast

  • Seon Tae KimEmail author
  • Soo-Jin Sohn
  • Jong-Seong Kug
Article

Abstract

This study proposes a new index for monitoring and predicting winter temperatures of the Korean Peninsula based on the dominant atmospheric winter teleconnection patterns. The utilization of this index is further extended to the East Asian Winter Monsoon (EAWM) index because the new index is found to well represent the main feature of the EAWM circulation. Among the teleconnection patterns, the East Atlantic (EA) and Western Pacific (WP) patterns are found to be most strongly correlated with winter temperatures via their partial association with changes in sea level pressure (SLP) around the Korean Peninsula, i.e., the EA and WP patterns are associated with SLP variation over the Siberian High region and the Kuroshio extension region to the east of Japan, respectively. On the basis of this relationship, the two regions representing the northwest-to-southeast SLP gradients are determined to define the new index. It is found that the new index can represent the Korean winter temperatures consistently well regardless of their considerable decadal changes. When compared with the existing SLP-based EAWM indices, the new index shows the best performance in delineating winter air temperatures, not only in the Korean Peninsula but also in the entire East Asian region. We also assess the prediction skill of the new index with seasonal coupled forecast models of the APEC Climate Center of Korea and its capability to predict winter temperatures. This assessment shows that the new index has potential for operationally predicting and monitoring winter temperatures in Korea and the whole of East Asia.

Keywords

Teleconnection EAWM Winter temperature prediction 

Notes

Acknowledgments

Authors acknowledge that the GHCN Gridded V2 data are provided by the NOAA/OAR/ESRL PSD, Boulder, Colorado, USA, from their website at http://www.esrl.noaa.gov/psd/. The authors also acknowledge that the APCC Multi Model Ensemble (MME) Producing Centers for making their data available for analysis and the APEC Climate Center for collecting and archiving them and for organizing APCC MME prediction. Authors thank anonymous reviewers for constructive comments. This research was supported by the APEC Climate Center.

References

  1. Alessandri A, Borrelli A, Masina S, Di Pietro P, Carril AF, Cherchi A, Gualdi S, Navarra A (2010) The INGV-CMCC seasonal prediction system: improved ocean initial conditions. Mon Weather Rev 138:2930–2952CrossRefGoogle Scholar
  2. Barnston AG, Livezey RE (1987) Classification, seasonality and persistence of low-frequency atmospheric circulation patterns. Mon Weather Rev 115:1083–1126CrossRefGoogle Scholar
  3. Boyle JS, Chen TJ (1987) Synoptic aspects of the winter-time east Asian monsoon. In: Chang CP, Krishnamurti TN (eds) Monsoon meteorology. Oxford University Press, Oxford, pp 125–160Google Scholar
  4. Chan JCL, Li CY (2004) The East Asia winter monsoon. In: Chang CP (ed) East Asian Monsoon. World Scientific, Singapore, pp 54–106CrossRefGoogle Scholar
  5. Chang C-P, Lu M-M (2012) Intraseasonal predictability of Siberian high and East Asian Winter Monsoon and its interdecadal variability. J Clim 25:1773–1778CrossRefGoogle Scholar
  6. Chen W, Yang S, Huang RH (2005) Relationship between stationary planetary wave activity and the East Asian winter monsoon. J Geophys Res 110:D14110Google Scholar
  7. Cohen J, Saito K, Entekhabi D (2001) The role of the Siberian high in northern hemisphere climate variability. Geophys Res Lett 28:299–302CrossRefGoogle Scholar
  8. Ding Y, Krishnamurti TN (1987) Heat budget of the Siberian high and the winter monsoon. Mon Weather Rev 115:2428–2449CrossRefGoogle Scholar
  9. Fan Y, van den Dool H (2008) A global monthly land surface air temperature analysis for 1948–present. J Geophys Res 113:D01103Google Scholar
  10. Gong D-Y, Ho C-H (2002) Siberian high and climate change over middle to high latitude Asia. Theor Appl Climatol 72:1–9CrossRefGoogle Scholar
  11. Gong D-Y, Ho C-H (2004) Intra-seasonal variability of wintertime temperature over East Asia. Int J Climatol 24:131–144CrossRefGoogle Scholar
  12. Gong D-Y, Wang S-W, Zhu J-H (2001) East Asian winter monsoon and Arctic oscillation. Geophys Res Lett 28:2073–2076CrossRefGoogle Scholar
  13. Guo QY (1994) Relationship between the variations of East Asian winter monsoon and temperature anomalies in China (in Chinese). Quat J Appl Meteor 5:218–225Google Scholar
  14. Horel JD, Wallace JM (1982) Planetary-scale atmospheric phenomena associated with the Southern Oscillation. Mon Weather Rev 109:813–829CrossRefGoogle Scholar
  15. Hsu H-H, Wallace JM (1985) Vertical structure of wintertime teleconnection patterns. J Atmos Sci 42:1693–1710CrossRefGoogle Scholar
  16. Hu C, Yang S, Wu Q (2015) An optimal index for measuring the effect of East Asian winter monsoon on China winter temperature. Clim Dyn 45:2571–2589CrossRefGoogle Scholar
  17. Jeong J-H, Ho C-H (2005) Changes in occurrence of cold surges over east Asia in association with Arctic Oscillation. Geophys Res Lett 32:L14704CrossRefGoogle Scholar
  18. Jeong J-H, Ou T, Linderholm HW, Kim B-M, Kim S-J, Kug J-S, Chen D (2011) Recent recovery of the Siberian High intensity. J Geophys Res Atmos 116:D23102Google Scholar
  19. Jhun J-G, Lee E-J (2004) A new east Asian winter monsoon index and assoicated characteristics of the winter monsoon. J Clim 17:711–726CrossRefGoogle Scholar
  20. Jiang X, Yang S, Li Y, Kumar A, Wang W, Gao Z (2013) Dynamical prediction of the East Asian winter monsoon by the NCEP Climate Forecast System. J Geophys Res Atmos 118:1312–1328CrossRefGoogle Scholar
  21. Jin EK et al (2008) Current status of ENSO prediction skill in coupled ocean–atmosphere models. Clim Dyn 31:647–664CrossRefGoogle Scholar
  22. Kalnay E et al (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:437–471CrossRefGoogle Scholar
  23. Kim H-M, Webster PJ, Curry JA (2012) Seasonal prediction skill of ECMWF System 4 and NCEP CFSv2 retrospective forecast for the Northern Hemisphere Winter. Clim Dyn 39:2957–2973CrossRefGoogle Scholar
  24. Kirtman BP (2003) The COLA anomaly coupled model: ensemble ENSO prediction. Mon Weather Rev 131:2324–2341CrossRefGoogle Scholar
  25. Kug J-S, Jeong J-H, Jang Y-S, Kim B-M, Folland CK, Min S-K, Son S-W (2015) Two distinct influences of Arctic warming on cold winters over North America and East Asia. Nat Geosci 8:759–762CrossRefGoogle Scholar
  26. Lau N-C, Lau K-M (1984) The structure and energetics of midlatitude disturbances accompanying cold-air outbreaks over East Asia. Mon Weather Rev 112:1309–1327CrossRefGoogle Scholar
  27. Li Y, Yang S (2010) A dynamical index for the East Asian winter monsoon. J Clim 23:4255–4262CrossRefGoogle Scholar
  28. Lim EP, Hendon HH, Langford S, Alves O (2012) Improvements in POAMA2 for the prediction of major climate drivers and south eastern Australian rainfall. CAWCR Tech. Rep. No. 051. http://www.cawcr.gov.au/publications/technicalreports.php
  29. Linkin ME, Nigam S (2008) The north pacific oscillation-west pacific teleconnection pattern: mature-phase structure and winter impacts. J Clim 21:1979–1997CrossRefGoogle Scholar
  30. Merryfield WJ et al (2013) The Canadian seasonal to interannual prediction system. Part I: models and initialization. Mon Weather Rev 141:2910–2945CrossRefGoogle Scholar
  31. Min S-K et al (2015) Changes in weather and climate extremes over Korea and possible causes: a review. Asia-Pac J Atmos Sci 51:103–121CrossRefGoogle Scholar
  32. Nakamura H, Tanaka M, Wallace JM (1987) Horizontal structure and energetics of Northern Hemisphere wintertime teleconnection patterns. J Atmos Sci 44:3377–3391CrossRefGoogle Scholar
  33. Park H-J, Ahn J-B (2015) Combined effect of the Arctic oscillation and the Western Pacific pattern on East Asia winter temperature. Clim Dyn. doi: 10.1007/s00382-01-2763-2 Google Scholar
  34. Park T-W, Ho C-H, Yang S (2011) Relationship between the arctic oscillation and cold surges over East Asia. J Clim 24:68–83CrossRefGoogle Scholar
  35. Peng P, Kumar A, Wang W (2009) An analysis of seasonal predictability in coupled model forecasts. Clim Dyn 36:637–648CrossRefGoogle Scholar
  36. Saha S et al (2014) The NCEP climate forecast system version 2. J Clim 27:2185–2208CrossRefGoogle Scholar
  37. Shi N (1996) Features of the East Asian winter monsoon intensity on multiple time scale in recent 40 years and their relation to climate (in Chinese). Quart J Appl Meteor 7:175–182Google Scholar
  38. Smith TM, Reynolds RW, Peterson TC, Lawrimore J (2008) Improvements to NOAA’s historical merged land-ocean surface temperature analysis (1880–2006). J Clim 21:2283–2296CrossRefGoogle Scholar
  39. Sohn S-J, Tam C-Y, Park C-K (2011) Leading modes of East Asia winter climate variability and their predictability: an assessment of the APCC multi-model ensemble. J Meteorol Soc Jpn 89:455–474CrossRefGoogle Scholar
  40. Son H-Y, Park J-Y, Kug J-S, Yoo J, Kim C-H (2013) Winter precipitation variability over Korean Peninsula associated with ENSO. Clim Dyn 42:3171–3186CrossRefGoogle Scholar
  41. Sung M-K, Lim G-H, Kwon W-T, Boo K-O, Kug J-S (2009) Short-term variation of Eurasian pattern and its relation to winter weather over East Asia. Int J Climatol 29:771–775CrossRefGoogle Scholar
  42. Takaya K, Nakamura H (2005) Mechanisms of interannual amplication of the cold Siberian high. J Atmos Sci 62:4423–4440CrossRefGoogle Scholar
  43. Thompson DWJ, Wallace JM (1998) The Arctic Oscillation signature in the wintertime geopotential height and temperature fields. Geophys Res Lett 25:1297–1300CrossRefGoogle Scholar
  44. Trenberth KE, Hurrell J, Stepaniak D (2006) The Asian Monsoon: global perspectives. In: Wang B (ed) The Asian monsoon. Springer, Berlin, pp 67–87CrossRefGoogle Scholar
  45. Walker GT, Bliss EW (1932) World Weather V. Mem R Meteorol Soc 4:53–84Google Scholar
  46. Wallace JM, Gutzler DS (1981) Teleconnections in the geopotential height field during the Northern Hemisphere winter. Mon Weather Rev 109:784–812CrossRefGoogle Scholar
  47. Wang B, Wu R, Fu X (2000) Pacific-East Asian teleconnection: how does ENSO affect East Asian climate? J Clim 13:1517–1536CrossRefGoogle Scholar
  48. Wang L, Chen W, Zhou W, Huang R (2009) Interannual variations of East Asian trough axis at 500 hPa and its association with the East Asian winter monsoon pathway. J Clim 22:600–614CrossRefGoogle Scholar
  49. Wang L, Chen W (2010) How well do existing indices measure the strength of the East Asian winter monsoon? Adv Atmos Sci 27:855–870CrossRefGoogle Scholar
  50. Wang L, Chen W (2014) An intensity index for the East Asian Winter Monsoon. J Clim 27:2361–2374CrossRefGoogle Scholar
  51. Wang N, Zhang Y (2014) Evolution of Eurasian teleconnection pattern and its relationship to climate anomalies in China. Clim Dyn 44:1017–1028CrossRefGoogle Scholar
  52. Wu B-Y, Wang J (2002) Winter arctic oscillation, Siberian High and East Asian winter monsoon. Geophys Res Lett 29:1897. doi: 10.1029/2002GL015373
  53. Wu B, Zhang R, D’Arrigo R (2006) Distinct modes of the East Asian winter monsoon. Mon Weather Rev 134:2165–2179CrossRefGoogle Scholar
  54. Xu SY, Ji JJ (1965) The climate and weather features during the outbreak period of China’s winter monsoon. Geogr Symp 9:85–101Google Scholar
  55. Zhang Y, Sperber K, Boyle J (1997) Climatology and interannual variation of the East Asian winter monsoon: results from the 1979-95 NCEP/NCAR reanalysis. Mon Weather Rev 125:2605–2619CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2016

Authors and Affiliations

  1. 1.Climate Prediction DepartmentAPEC Climate CenterBusanSouth Korea
  2. 2.School of Environmental Science and EngineeringPohang University of Science and TechnologyPohangSouth Korea

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