Abstract
Previous studies suggested that the dry–wet surface state over the Indo-China Peninsula (ICP), closely associated with the local spring precipitation, is an important seasonal predictor for the East Asian summer monsoon and extreme climate. Hence, this work investigates the inter-annual variability of spring precipitation over the ICP and its relationship with El Niño-Southern Oscillation (ENSO) during 1958–2019. The results show that the spring precipitation anomalies over the ICP are highly linked to the ENSO-induced atmospheric circulation anomalies. In particular, there are large asymmetries in the precipitation anomalies for the spring following ENSO. During the decaying spring of the El Niño events, the precipitation decrease mainly occurs over the Western ICP associated with an anomalous low-level anticyclone over the western North Pacific. In contrast, during the decaying spring of the La Niña events, a stronger precipitation increase broadly extends into the Southeastern ICP. This is owing to a nonlinear effect of ENSO on the atmospheric circulation. Compared to El Niño, the abnormal center of La Niña extends too far westwards, inducing a westward movement of the anomalous atmospheric circulation, which results in a stronger effect on the spring ICP precipitation. Our findings emphasize the nonlinear responses of the spring ICP precipitation to ENSO. This has important implications for the seasonal climate prediction over the ICP, especially for the Southeastern ICP countries/regions.
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References
Alexander MA, Bladé I, Newman M, Lanzante JR, Lau NC, Scott JD (2002) The atmospheric bridge: the influence of ENSO teleconnections on air–sea interaction over the global oceans. J Clim 15:2205–2231
An SI, Jin F-F (2004) Nonlinearity and asymmetry of ENSO. J Clim 17:2399–2412
An S-I, Ham Y-G, Kug J-S, Jin F-F, Kang I-S (2005) El Niño–La Niña asymmetry in the coupled model intercomparison project simulations. J Clim 18:2617–2627
Ashok K, Yamagata T (2009) Climate change: the El Nio with a difference. Nature 461:481–484
Chang CP, Wang Z, Ju J, Li T (2004) On the relationship between western maritime continent monsoon rainfall and ENSO during northern winter. J Clim 17:665–672
Chen H, Zhang Y (2013) Sensitivity experiments of impacts of large-scale urbanization in East China on East Asian winter monsoon. Chin Sci Bull 58:809–815
Chen H, Zhang Y, Yu M, Hua W, Sun S, Li X, Gao C (2015) Large-scale urbanization effects on eastern Asian summer monsoon circulation and climate. Clim Dyn 47:1–20
Chou C, Lo M-H (2007) Asymmetric responses of tropical precipitation during ENSO. J Clim 20:3411–3433
Dai A, Wigley TML (2000) Global patterns of ENSO-induced precipitation. Geophys Res Lett 27:1283–1286
De Bruyn M, Stelbrink B, Morley RJ, Hall R, Carvalho GR, Cannon CH, van den Bergh G, Meijaard E, Metcalfe I, Boitani L (2014) Borneo and Indochina are major evolutionary hotspots for Southeast Asian biodiversity. Syst Biol 63:879–901
Ding Y, Chan JCL (2005) The East Asian summer monsoon: an overview. Meteorol Atmos Phys 89:117–142
Gao C, Chen H, Li G, Ma H, Li X, Long S, Xu B, Li X, Zeng X, Yan H, Wang Z, Yang S (2019) Land-atmosphere interaction over the Indo-China Peninsula during spring and its effect on the following summer climate over the Yangtze River basin. Clim Dyn 53:6181–6198
Gao C, Li G, Chen H, Yan H (2020a) Inter-decadal change in the effect of spring soil moisture over the Indo-China Peninsula on the following summer precipitation over the Yangtze River basin. J Clim 33:7063–7082
Gao C, Li G, Xu B (2020b) Weakening influence of spring soil moisture over the Indo-China Peninsula on the following summer Meiyu front and precipitation extremes over the Yangtze River basin. J Clim 33:10055–10072
Gao C, Li G, Xu B, Li X (2020c) Effect of spring soil moisture over the Indo-China Peninsula on the following summer extreme precipitation events over the Yangtze River basin. Clim Dyn 54:3845–3861
Gao T, Luo M, Lau NC, Chan TO (2020d) Spatially distinct effects of two El Niño types on summer heat extremes in China. Geophys Res Lett 47:e2020GL086982
Ge F, Zhi X, Babar ZA, Tang W, Chen P (2017) Interannual variability of summer monsoon precipitation over the Indochina Peninsula in association with ENSO. Theor Appl Climatol 128:523–531
Guan C, McPhaden MJ, Wang F, Hu S (2019) Quantifying the role of oceanic feedbacks on ENSO asymmetry. Geophys Res Lett 46:2140–2148
Hendon HH (2003) Indonesian rainfall variability: impacts of ENSO and local air–sea interaction. J Clim 16:1775–1790
Hoerling MP, Kumar A, Min Z (1997) El Niño, La Niña, and the nonlinearity of their teleconnections. J Clim 10:1769–1786
Huang G, Yan Z (1999) The East Asian summer monsoon circulation anomaly index and its interannual variations. Chin Sci Bull 44:1325–1329
Hu K, Huang G (2010) The formation of precipitation anomaly patterns during the developing and decaying phases of ENSO. Atmos Ocean Sci Lett 3:25–30
Jiang F, Zhang W, Geng X, Stuecker MF, Liu C (2019) Impacts of central Pacific El Niño on southern China spring precipitation controlled by its longitudinal position. J Clim 32:7823–7836
Jin Q, He J, Chen L, Zhu C (2006) Impact of ocean-continent distribution over Southern Asia on the formation of summer monsoon. Acta Meteorol Sin 20:95–108
Juneng L, Tangang FT (2005) Evolution of ENSO-related rainfall anomalies in Southeast Asia region and its relationship with atmosphere–ocean variations in Indo-Pacific sector. Clim Dyn 25:337–350
Ju J, Slingo J (1995) The Asian summer monsoon and ENSO. Q J R Meteorol Soc 121:1133–1168
Kanae S, Oki T, Musiake K (2001) Impact of deforestation on regional precipitation over the Indochina Peninsula. J Hydrometeorol 2:51–70
Kao H-Y, Yu J-Y (2009) Contrasting Eastern-Pacific and Central-Pacific types of ENSO. J Clim 22:615–632
Kobayashi S, Ota Y, Harada Y, Ebita A, Moriya M, Onoda H, Onogi K, Kamahori H, Kobayashi C, Endo H, Miyaoka K, Takahashi K (2015) The JRA-55 reanalysis: general specifications and basic characteristics. J Meteorol Soc Jpn Ser II 93:5–48
Lau N-C, Nath MJ (2003) Atmosphere–ocean variations in the Indo-Pacific sector during ENSO episodes. J Clim 16:3–20
Lin L, Chen C, Luo M (2018) Impacts of El Niño-Southern Oscillation on heat waves in the Indochina peninsula. Atmos Sci Lett 19:e856
Luo M, Lau N-C (2019) Amplifying effect of ENSO on heat waves in China. Clim Dyn 52:3277–3289
Luo M, Lau N-C (2020) Summer heat extremes in northern continents linked to developing ENSO events. Environ Res Lett 15:074042
Lyon B, Barnston AG (2005) ENSO and the spatial extent of interannual precipitation extremes in tropical land areas. J Clim 18:5095–5109
Mandapaka PV, Qin X, Lo EYM (2017) Analysis of spatial patterns of daily precipitation and wet spell extremes in Southeast Asia. Int J Climatol 37:1161–1179
Ma J, Yang S, Wang Z (2018) Influence of spring soil moisture anomaly in the Indo-China peninsula on the establishment and development of Asian tropical summer monsoon. Meteorol Environ Sci 41:19–30 (in Chinese)
Neelin JD, Battisti DS, Hirst AC, Jin F-F, Wakata Y, Yamagata T, Zebiak SE (1998) ENSO theory. J Geophys Res Oceans 103:14261
Ng CHJ, Vecchi GA, Muñoz ÁG, Murakami H (2019) An asymmetric rainfall response to ENSO in East Asia. Clim Dyn 52:2303–2318
Okumura YM, Deser C (2010) Asymmetry in the duration of El Niño and La Niña. J Clim 23:5826–5843
Philander SGH (1983) El Niño/southern oscillation phenomena. Nature 302:295–301
Philander SG (1990) El Niño, La Niña, and the Southern Oscillation. Academic, New York
Power SB, Smith IN (2007) Weakening of the Walker Circulation and apparent dominance of El Niño both reach record levels, but has ENSO really changed? Geophys Res Lett 34:L18702
Rasmusson EM, Wallace JM (1983) Meterological aspects of the El Niño/Southern Oscillation. Science 222:1195–1202
Rayner NA, Parker DE, Horton EB, Folland CK, Alexander LV, Rowell DP (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res 108:D144407
Rodell M, Houser PR, Jambor U, Gottschalck J, Mitchell K, Meng CJ, Arsenault K, Cosgrove B, Radakovich J, Bosilovich M, Entin JK, Walker JP, Lohmann D, Toll D (2004) The global land data assimilation system. Bull Am Meteorol Soc 85:381–394
Ropelewski CF, Halpert MS (1987) Global and regional scale precipitation patterns associated with the El Niño/Southern Oscillation. Mon Weather Rev 115:1606–1626
Ropelewski CF, Halpert MS (1989) Precipitation patterns associated with the high index phase of the Southern Oscillation. J Clim 2:268–284
Sasaki W, Doi T, Richards KJ, Masumoto Y (2014) The influence of ENSO on the equatorial Atlantic precipitation through the Walker circulation in a CGCM. Clim Dyn 44:191–202
Takahashi HG, Yasunari T (2006) A climatological monsoon break in rainfall over Indochina—a singularity in the seasonal march of the Asian summer monsoon. J Clim 19:1545–1556
Tanaka N, Kume T, Yoshifuji N, Tanaka K, Takizawa H, Shiraki K, Tantasirin C, Tangtham N, Suzuki M (2008) A review of evapotranspiration estimates from tropical forests in Thailand and adjacent regions. Agric Forest Meteorol 148:819
Tao W, Huang G, Hu K, Gong H, Wen G, Liu L (2016) A study of biases in simulation of the Indian Ocean basin mode and its capacitor effect in CMIP3/CMIP5 models. Clim Dyn 46:205–226
Timmermann A, An S-I, Kug J-S, Jin F-F, Cai W, Capotondi A, Cobb KM, Lengaigne M, McPhaden MJ, Stuecker MF, Stein K, Wittenberg AT, Yun K-S, Bayr T, Chen H-C, Chikamoto Y, Dewitte B, Dommenget D, Grothe P, Guilyardi E, Ham Y-G, Hayashi M, Ineson S, Kang D, Kim S, Kim W, Lee J-Y, Li T, Luo J-J, McGregor S, Planton Y, Power S, Rashid H, Ren H-L, Santoso A, Takahashi K, Todd A, Wang G, Wang G, Xie R, Yang W-H, Yeh S-W, Yoon J, Zeller E, Zhang X (2018) El Niño-Southern Oscillation complexity. Nature 559:535–545
Wallace JM, Rasmusson EM, Mitchell TP, Kousky VE, Sarachik ES, Storch HV (1998) On the structure and evolution of ENSO-related climate variability in the tropical Pacific: lessons from TOGA. J Geophys Res Oceans 103:14241–14259
Wang B, Zhang Q (2002) Pacific-East Asian teleconnection. Part II: how the Philippine Sea anomalous anticyclone is established during El Niño development. J Clim 15:3252–3265
Wang B, Wu R, Fu X (2000) Pacific-East Asian teleconnection: how does ENSO affect East Asian climate? J Clim 13:1517–1536
Wang C, Deser C, Yu J-Y, DiNezio P, Clement A (2017) El Niño and Southern Oscillation (ENSO): a review. Coral reefs of the world. Springer, Netherlands, pp 85–106. https://doi.org/10.1007/978-94-017-7499-4_4
Wen Z, He H, Huang R (2004) The influence of 30–60 days oscillation on the development of the South China Sea summer monsoon. Acta Oceanol Sin 23:569–579
Wen Z, Liang Z, Wu L (2006) The relationship between the Indian Ocean sea surface temperature anomaly and the onset of the South China Sea summer monsoon II: analyses of mechanisms. Chin J Atmos Sci 30:1138–1146 (in Chinese)
Xie S-P, Kosaka Y, Du Y, Hu K, Chowdary JS, Huang G (2016) Indo-Western Pacific Ocean capacitor and coherent climate anomalies in post-ENSO summer: a review. Adv Atmos Sci 33:411–432
Yang K, Zhang J, Wu L, Wei J (2019) Prediction of summer hot extremes over the middle and lower reaches of the Yangtze River valley. Clim Dyn 52:2943–2957
Zhang Y, Qian Y (2002a) Characteristics of surface temperature variations in the SCS monsoon region and connections with the monsoon onset. J Nanjing Inst Meteorol 25:192–198 (in Chinese)
Zhang Y, Qian Y (2002b) Mechanism of thermal features over the Indo-China Peninsula and possible effects on the onset of the South China Sea monsoon. Adv Atmos Sci 19:885–900
Acknowledgements
This work was supported by the Fundamental Research Funds for the Central Universities (B210201015), the National Key Research and Development Program of China (2018YFC1506002), the Natural Science Foundation of China (41831175, 41905054, 41861144013, and 41975097), and the China Postdoctoral Science Foundation (2020T130168 and 2019M651665).
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Li, G., Gao, C., Lu, B. et al. Inter-annual variability of spring precipitation over the Indo-China Peninsula and its asymmetric relationship with El Niño-Southern Oscillation. Clim Dyn 56, 2651–2665 (2021). https://doi.org/10.1007/s00382-020-05609-4
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DOI: https://doi.org/10.1007/s00382-020-05609-4