Increased Predictability of Spring Precipitation over Central East China around the Late 1970s

Mengqi Zhang Nansen-Zhu International Research Center, Institute of Atmospheric Physics, Chinese Academy of Sciences, and University of Chinese Academy of Sciences, Beijing, China

Search for other papers by Mengqi Zhang in
Current site
Google Scholar
PubMed
Close
and
Jianqi Sun Nansen-Zhu International Research Center, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, and Joint Laboratory for Climate and Environmental Change at Chengdu University of Information Technology, Chengdu, and University of Chinese Academy of Sciences, Beijing, China

Search for other papers by Jianqi Sun in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

The predictability of spring (March–May) precipitation over East China is investigated, based on the February-start hindcasts of eight coupled models from DEMETER and ENSEMBLES during 1960–2001. Five out of the eight models exhibit significantly increased predictability of central East China spring precipitation (CECSP) after the late 1970s. The mechanism analysis indicates that CECSP variability is closely related to a meridional dipole vorticity pattern at 200 hPa and southerly wind at 850 hPa over East Asia, whose prediction skill increased significantly around the late 1970s, consistent with the changes in CECSP predictability. Observational analysis indicates that the sea surface temperature (SST) over the tropical Pacific and Indian Oceans experienced a notable decadal change around the late 1970s. After the decadal change, the tropical SST has an enhanced impact on the CECSP-related East Asian dipole vorticity pattern at the upper level and on the western North Pacific anticyclone at the lower level. The five models can adequately reproduce the observed enhanced connection between the tropical SST and East Asian atmospheric circulation after the late 1970s, consequently showing higher predictability of East Asian atmospheric circulation and CECSP. However, the other three models cannot reproduce the relationship between the tropical SST and East Asian atmospheric circulation; therefore, CECSP predictability in these models remains low during the entire period. The increased predictability is valuable for current dynamical seasonal prediction for central East China.

© 2019 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Jianqi Sun, sunjq@mail.iap.ac.cn

Abstract

The predictability of spring (March–May) precipitation over East China is investigated, based on the February-start hindcasts of eight coupled models from DEMETER and ENSEMBLES during 1960–2001. Five out of the eight models exhibit significantly increased predictability of central East China spring precipitation (CECSP) after the late 1970s. The mechanism analysis indicates that CECSP variability is closely related to a meridional dipole vorticity pattern at 200 hPa and southerly wind at 850 hPa over East Asia, whose prediction skill increased significantly around the late 1970s, consistent with the changes in CECSP predictability. Observational analysis indicates that the sea surface temperature (SST) over the tropical Pacific and Indian Oceans experienced a notable decadal change around the late 1970s. After the decadal change, the tropical SST has an enhanced impact on the CECSP-related East Asian dipole vorticity pattern at the upper level and on the western North Pacific anticyclone at the lower level. The five models can adequately reproduce the observed enhanced connection between the tropical SST and East Asian atmospheric circulation after the late 1970s, consequently showing higher predictability of East Asian atmospheric circulation and CECSP. However, the other three models cannot reproduce the relationship between the tropical SST and East Asian atmospheric circulation; therefore, CECSP predictability in these models remains low during the entire period. The increased predictability is valuable for current dynamical seasonal prediction for central East China.

© 2019 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Jianqi Sun, sunjq@mail.iap.ac.cn
Save
  • Annamalai, H., S. P. Xie, J. P. McCreary, and R. Murtugudde, 2005: Impact of Indian Ocean sea surface temperature on developing El Niño. J. Climate, 18, 302319, https://doi.org/10.1175/JCLI-3268.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Barnston, A. G., and R. E. Livezey, 1987: Classification, seasonality and persistence of low-frequency atmospheric circulation patterns. Mon. Wea. Rev., 115, 10831126, https://doi.org/10.1175/1520-0493(1987)115<1083:CSAPOL>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chowdary, J. S., S.-P. Xie, J.-Y. Lee, Y. Kosaka, and B. Wang, 2010: Predictability of summer northwest Pacific climate in 11 coupled model hindcasts: Local and remote forcing. J. Geophys. Res., 115, D22121, https://doi.org/10.1029/2010JD014595.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chowdary, J. S., S.-P. Xie, J.-J. Luo, J. Hafner, S. Behera, Y. Masumoto, and T. Yamagata, 2011: Predictability of northwest Pacific climate during summer and the role of the tropical Indian Ocean. Climate Dyn., 36, 607621, https://doi.org/10.1007/s00382-009-0686-5.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chowdary, J. S., S.-P. Xie, H. Tokinaga, Y. M. Okumura, H. Kubota, N. Johnson, and X.-T. Zheng, 2012: Interdecadal variations in ENSO teleconnection to the Indo-western Pacific for 1870–2007. J. Climate, 25, 17221744, https://doi.org/10.1175/JCLI-D-11-00070.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Doblas-Reyes, F. J., M. Déqué, and J.-P. Piedelievre, 2000: Multi-model spread and probabilistic seasonal forecasts in PROVOST. Quart. J. Roy. Meteor. Soc., 126, 20692087, https://doi.org/10.1002/qj.49712656705.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Doblas-Reyes, F. J., R. Hagedorn, and T. N. Palmer, 2005: The rationale behind the success of multi-model ensembles in seasonal forecasting—II. Calibration and combination. Tellus, 57A, 234252, https://doi.org/10.1111/j.1600-0870.2005.00104.x.

    • Search Google Scholar
    • Export Citation
  • Doblas-Reyes, F. J., and Coauthors, 2009: Addressing model uncertainty in seasonal and annual dynamical ensemble forecast. Quart. J. Roy. Meteor. Soc., 135, 15381559, https://doi.org/10.1002/qj.464.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Feng, J., and J. Li, 2011: Influence of El Niño Modoki on spring rainfall over south China. J. Geophys. Res., 116, D13102, https://doi.org/10.1029/2010JD015160.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gao, R., 2009: Local storm rainfall caused flood in the south and Huanghuai areas drought development in Heilongjiang (in Chinese). Meteor. Mon., 35, 124125.

    • Search Google Scholar
    • Export Citation
  • Graham, N. E., 1995: Simulation of recent global temperature trends. Science, 267, 666671, https://doi.org/10.1126/science.267.5198.666.

  • Hagedorn, R., F. J. Doblas-Reyes, and T. N. Palmer, 2005: The rationale behind the success of multi-model ensembles in seasonal forecasting—I. Basic concept. Tellus, 57A, 219233, https://doi.org/10.1111/j.1600-0870.2005.00103.x.

    • Search Google Scholar
    • Export Citation
  • Han, J., H. Wang, and D. Jiang, 2006: Interannual variation of spring precipitation and circulation in southern China as simulated by a coupled model (in Chinese). Climatic Environ. Res., 11, 194202.

    • Search Google Scholar
    • Export Citation
  • Hu, K., G. Huang, X.-T. Zheng, S.-P. Xie, X. Qu, Y. Du, and L. Liu, 2014: Interdecadal variations in ENSO influences on Northwest Pacific–East Asian early summertime climate simulated in CMIP5 models. J. Climate, 27, 59825998, https://doi.org/10.1175/JCLI-D-13-00268.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Huang, B., and Coauthors, 2015: Extended Reconstructed Sea Surface Temperature version 4 (ERSST.v4). Part I: Upgrades and intercomparison. J. Climate, 28, 911930, https://doi.org/10.1175/JCLI-D-14-00006.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Huang, G., K. Hu, and S.-P. Xie, 2010: Strengthening of tropical Indian Ocean teleconnection to the northwest Pacific since the mid-1970s: An atmospheric GCM study. J. Climate, 23, 52945304, https://doi.org/10.1175/2010JCLI3577.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jia, X., J.-Y. Lee, H. Lin, H. Hendon, and J.-K. Ha, 2014: Interdecadal change in the Northern Hemisphere seasonal climate prediction skill: Part II. Predictability and prediction skill. Climate Dyn., 43, 16111630, https://doi.org/10.1007/s00382-014-2084-x.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jin, D., Z. Guan, and W. Tang, 2013: The extreme drought event during winter–spring of 2011 in East China: Combined influences of teleconnection in midhigh latitudes and thermal forcing in Maritime Continent region. J. Climate, 26, 82108222, https://doi.org/10.1175/JCLI-D-12-00652.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kalnay, E., and Coauthors, 1996: The NCEP–NCAR 40-Year Reanalysis Project. Bull. Amer. Meteor. Soc., 77, 437471, https://doi.org/10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kosaka, Y., S. P. Xie, N.-C. Lau, and G. A. Vecchi, 2013: Origin of seasonal predictability for summer climate over the northwestern Pacific. Proc. Natl. Acad. Sci. USA, 110, 75747579, https://doi.org/10.1073/pnas.1215582110.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lau, K.-M., and H. Y. Weng, 1999: Interannual, decadal–interdecadal, and global warming signals in sea surface temperature during 1955–97. J. Climate, 12, 12571267, https://doi.org/10.1175/1520-0442(1999)012<1257:IDIAGW>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lee, J.-Y., S.-S. Lee, B. Wang, J.-K. Ha, and J.-G. Jhun, 2013: Seasonal prediction and predictability of the Asian winter temperature variability. Climate Dyn., 41, 573587, https://doi.org/10.1007/s00382-012-1588-5.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, C., R. Lu, and B. Dong, 2016: Interdecadal changes on the seasonal prediction of the western North Pacific summer climate around the late 1970s and early 1990s. Climate Dyn., 46, 24352448, https://doi.org/10.1007/s00382-015-2711-1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, X., J. Li, and Y. Li, 2015: Recent winter precipitation increase in the middle–lower Yangtze River valley since the late 1970s: A response to warming in the tropical Indian Ocean. J. Climate, 28, 38573879, https://doi.org/10.1175/JCLI-D-14-00701.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, Z. N., S. Yang, B. He, and C. D. Hu, 2016: Intensified springtime deep convection over the South China Sea and the Philippine Sea dries southern China. Sci. Rep., 6, 30470, https://doi.org/10.1038/srep30470.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lu, R. Y., 2001: Atmospheric circulation anomaly associated with the spring rainfall anomaly in North China (in Chinese). Climatic Environ. Res., 6, 400408.

    • Search Google Scholar
    • Export Citation
  • Nitta, T., 1987: Convective activities in the tropical western Pacific and their impact on the Northern Hemisphere summer circulation. J. Meteor. Soc. Japan, 65, 373390, https://doi.org/10.2151/jmsj1965.65.3_373.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Nitta, T., 1989: Global features of the Pacific–Japan oscillation. Meteor. Atmos. Phys., 41, 512, https://doi.org/10.1007/BF01032585.

  • Nitta, T., and S. Yamada, 1989: Recent warming of tropical sea surface temperature and its relationship to the Northern Hemisphere circulation. J. Meteor. Soc. Japan, 67, 375383, https://doi.org/10.2151/jmsj1965.67.3_375.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Nitta, T., and Z.-Z. Hu, 1996: Summer climate variability in China and its association with 500 hPa height and tropical convection. J. Meteor. Soc. Japan, 74, 425445, https://doi.org/10.2151/jmsj1965.74.4_425.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Palmer, T. N., and Coauthors, 2004: Development of a European multimodel ensemble system for seasonal-to-interannual prediction (DEMETER). Bull. Amer. Meteor. Soc., 85, 853872, https://doi.org/10.1175/BAMS-85-6-853.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Pradhan, M., R. K. Yadav, A. Ramu Dandi, A. Srivastava, M. K. Phani, and S. A. Rao, 2017: Shift in monsoon–SST teleconnections in the tropical Indian Ocean and ENSEMBLES climate models’ fidelity in its simulation. Int. J. Climatol., 37, 22802294, https://doi.org/10.1002/joc.4841.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Rajeevan, M., C. K. Unnikrishnan, and B. Preethi, 2012: Evaluation of the ENSEMBLES multi-model seasonal forecasts of Indian summer monsoon variability. Climate Dyn., 38, 22572274, https://doi.org/10.1007/s00382-011-1061-x.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Rong, Y., L. Duan, and M. Xu, 2008: Analysis on climatic diagnosis of persistent drought in North China during the period from 1997 to 2002 (in Chinese). Arid Zone Res., 25, 842850.

    • Search Google Scholar
    • Export Citation
  • Shao, T., and Y. Zhang, 2012: Influence of winter North Atlantic Oscillation on spring precipitation in China (in Chinese). Plateau Meteor., 31, 12251233.

    • Search Google Scholar
    • Export Citation
  • Srinivas, G., J. S. Chowdary, Y. Kosaka, C. Gnanaseelan, A. Parekh, and K. V. S. R. Prasad, 2018: Influence of the Pacific–Japan pattern on Indian summer monsoon rainfall. J. Climate, 31, 39433958, https://doi.org/10.1175/JCLI-D-17-0408.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Sun, C., and S. Yang, 2012: Persistent severe drought in southern China during winter-spring 2011: Large-scale circulation patterns and possible impacting factors. J. Geophys. Res., 117, D10112, https://doi.org/10.1029/2012JD017500.

    • Search Google Scholar
    • Export Citation
  • Tang, Y., Z. Deng, X. Zhou, Y. Cheng, and D. Chen, 2008: Interdecadal variation of ENSO predictability in multiple models. J. Climate, 21, 48114833, https://doi.org/10.1175/2008JCLI2193.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Terray, P., and S. Dominiak, 2005: Indian Ocean sea surface temperature and El Niño–Southern Oscillation: A new perspective. J. Climate, 18, 13511368, https://doi.org/10.1175/JCLI3338.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., 1990: Recent observed interdecadal climate changes in the Northern Hemisphere. Bull. Amer. Meteor. Soc., 71, 988993, https://doi.org/10.1175/1520-0477(1990)071<0988:ROICCI>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wakabayashi, S., and R. Kawamura, 2004: Extraction of major teleconnection patterns possibly associated with the anomalous summer climate in Japan. J. Meteor. Soc. Japan, 82, 15771588, https://doi.org/10.2151/jmsj.82.1577.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wallace, J. M., and D. S. Gutzler, 1981: Teleconnections in the geopotential height field during the Northern Hemisphere winter. Mon. Wea. Rev., 109, 784812, https://doi.org/10.1175/1520-0493(1981)109<0784:TITGHF>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wallace, J. M., E. M. Rasmusson, T. P. Mitchell, V. E. Kousky, E. S. Sarachik, and H. von Storch, 1998: On the structure and evolution of ENSO-related climate variability in the tropical Pacific: Lessons from TOGA. J. Geophys. Res., 103, 14 24114 259, https://doi.org/10.1029/97JC02905.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wang, B., R. Wu, and X. Fu, 2000: Pacific–East Asian teleconnection: How does ENSO affect East Asian climate? J. Climate, 13, 15171536, https://doi.org/10.1175/1520-0442(2000)013<1517:PEATHD>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wang, B., J. Yang, T. Zhou, and B. Wang, 2008: Interdecadal changes in the major modes of Asian–Australian monsoon variability: Strengthening relationship with ENSO since the late 1970s. J. Climate, 21, 17711789, https://doi.org/10.1175/2007JCLI1981.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wang, B., and Coauthors, 2009: Advance and prospectus of seasonal prediction: Assessment of the APCC/CliPAS 14-model ensemble retrospective seasonal prediction (1980–2004). Climate Dyn., 33, 93117, https://doi.org/10.1007/s00382-008-0460-0.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wang, H., F. Xue, and G. Zhou, 2002: The spring monsoon in south China and its relationship to large-scale circulation features. Adv. Atmos. Sci., 19, 651664, https://doi.org/10.1007/s00376-002-0005-0.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Weisheimer, A., and Coauthors, 2009: ENSEMBLES: A new multi-model ensemble for seasonal-to-annual predictions—Skill and progress beyond DEMETER in forecasting tropical Pacific SSTs. Geophys. Res. Lett., 36, L21711, https://doi.org/10.1029/2009GL040896.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wu, R., and B. Wang, 2002: A contrast of the East Asian summer monsoon–ENSO relationship between 1962–77 and 1978–93. J. Climate, 15, 32663279, https://doi.org/10.1175/1520-0442(2002)015<3266:ACOTEA>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wu, X., and J. Mao, 2018: Spatial and interannual variations of spring rainfall over eastern China in association with PDO–ENSO events. Theor. Appl. Climatol., 134, 935953, https://doi.org/10.1007/s00704-017-2323-2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xie, S.-P., K. Hu, J. Hafner, H. Tokinaga, Y. Du, G. Huang, and T. Sampe, 2009: Indian Ocean capacitor effect on Indo–western Pacific climate during the summer following El Niño. J. Climate, 22, 730747, https://doi.org/10.1175/2008JCLI2544.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xie, S.-P., Y. Du, G. Huang, X.-T. Zheng, H. Tokinaga, K. Hu, and Q. Liu, 2010: Decadal shift in El Niño influences on Indo-western Pacific and East Asian climate in the 1970s. J. Climate, 23, 33523368, https://doi.org/10.1175/2010JCLI3429.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xin, X., R. Yu, T. Zhou, and B. Wang, 2006: Drought in late spring of south China in recent decades. J. Climate, 19, 31973206, https://doi.org/10.1175/JCLI3794.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhang, J., T. Zhou, R. Yu, and X. Xin, 2009: Atmospheric water vapor transport and corresponding typical anomalous spring rainfall patterns in China (in Chinese). Chin. J. Atmos. Sci., 33, 121134.

    • Search Google Scholar
    • Export Citation
  • Zhang, M., and J. Sun, 2018: Enhancement of the spring East China precipitation response to tropical sea surface temperature variability. Climate Dyn., 51, 30093021, https://doi.org/10.1007/s00382-017-4061-7.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zheng, F., J. Li, L. Wang, F. Xie, and X. Li, 2015: Cross-seasonal influence of the December–February Southern Hemisphere annular mode on March–May meridional circulation and precipitation. J. Climate, 28, 68596881, https://doi.org/10.1175/JCLI-D-14-00515.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhou, B., 2013: Weakening of winter North Atlantic Oscillation signal in spring precipitation over southern China. Atmos. Ocean. Sci. Lett., 6, 248252, https://doi.org/10.3878/j.issn.1674-2834.13.0010.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhou, B., and P. Zhao, 2010: Influence of the Asian–Pacific oscillation on spring precipitation over central eastern China. Adv. Atmos. Sci., 27, 575582, https://doi.org/10.1007/s00376-009-9058-7.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zuo, Z., and R. Zhang, 2012: The anomalies of spring rainfall in China and its relation with tropical Pacific SST and Eurasian snow (in Chinese). Chin. J. Atmos. Sci., 36, 185194.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 374 84 3
PDF Downloads 406 83 7