Abstract
Owing to the East Asian summer monsoon, extreme precipitation occurred frequently over the Yangtze River Basin (YRB), leading to flooding and secondary disasters. Therefore, understanding the physical mechanism and seeking predictability sources of extreme precipitation in the YRB are of scientific and practical importance. The present study examines the independent and compound impacts of leading sea surface temperature (SST) modes in the Indian Ocean and the North Atlantic Ocean on summer extreme precipitation days (EPDs) over the YRB.
The Indian Ocean basin-wide uniform SST mode (the Indian Ocean Basin Mode) influences the EPDs over the YRB by inducing a Kelvin wave response and the Pacific–Japan pattern, whereas the two leading SST modes of the North Atlantic Ocean show different meridional tripole patterns with different climate impacts on East Asia. The North Atlantic SST tripole southern mode (NATS) induces quasi-stationary Rossby wave trains over mid-latitude Eurasia and the tropical waves that influence the EPDs in the YRB. The North Atlantic SST tripole northern mode (NATN) impacts the circulation anomaly over Northeast Asia through inducing different Eurasian quasi-stationary Rossby wave trains.
When the IOBM and the NATS are both in the positive phase, enhanced EPDs occur over the YRB. On the one hand, the IOBM induces a Kelvin wave response, which strengthens the western North Pacific anomalous anticyclone (WNPAC). On the other hand, the NATS stimulates the mid-latitude quasi-stationary Rossby waves and results in the Northeast Asia anomalous cyclone (NEAC). The warm, moist air over the northwestern flank of the WNPAC and the cold, dry air over the southern flank of the NEAC converge in the YRB, leading to more EPDs in the region. When the IOBM and the NATN are out of phase, the Kelvin wave response in terms of the WNPAC induced by the IOBM warming is modulated by the negative phase of the NATN via quasi-stationary Rossby wave trains over mid-latitude Eurasia, resulting in more EPDs in the YRB.
Based on the compound effect of different SST modes in the two ocean basins, the year-to-year EPDs over the YRB can be reconstructed reasonably well, which provides useful predictability sources for the seasonal prediction.
Similar content being viewed by others
Data Availability
The monthly mean SST data from the improved Extended Reconstructed SST dataset V5 are available at https://psl.noaa.gov/data/gridded/data.noaa.ersst.v5.html. The monthly mean SST data from the Met Office Hadley Centre Sea Ice and SST dataset V1.1 are available at https://www.metoffice.gov.uk/hadobs/hadisst/. The monthly mean geopotential height, zonal and meridional wind provided by ERA5 are openly available at https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5. The monthly mean precipitation data provided by NOAA can be downloaded from https://psl.noaa.gov/data/gridded/data.gpcp.html.
References
Adler RF, Sapiano MR, Huffman GJ et al (2018) The global precipitation Climatology Project (GPCP) monthly analysis (new version 2.3) and a review of 2017 global precipitation. Atmosphere 9:138. https://doi.org/10.3390/atmos9040138
Cai Y, Chen Z, Du Y (2021) The role of Indian Ocean warming on Extreme Rainfall in Central China during Early Summer 2020: without El Niño Influence. Clim Dyn 59:951–960. https://doi.org/10.21203/rs.3.rs-748847/v1
Chen J, Wang X, Zhou W et al (2018) Unusual rainfall in southern China in decaying August during extreme El Niño 2015/16: role of the western Indian Ocean and North Tropical Atlantic SST. J Clim 31:7019–7034. https://doi.org/10.1175/JCLI-D-17-0827.1
Chen W, Lee JY, Lu RY et al (2015) Intensified impact of tropical Atlantic SST on the western North Pacific summer climate under a weakened Atlantic thermohaline circulation. Clim Dyn 45:2033–2046. https://doi.org/10.1007/s00382-014-2454-4
Chen Y, Zhai P (2014) Two types of typical circulation pattern for persistent extreme precipitation in central–eastern China. Q J Roy Meteor Soc 140:1467–1478. https://doi.org/10.1002/qj.2231
Chen Z, Wen Z, Wu R et al (2016) Relative importance of tropical SST anomalies in maintaining the western North Pacific anomalous anticyclone during El Niño to La Niña transition years. Clim Dyn 46:1027–1041. https://doi.org/10.1007/s00382-015-2630-1
Chou C, Huang LF, Tu JY et al (2009) El Niño Impacts on Precipitation in the western North Pacific–East Asian Sector. J Clim 22:2039–2057. https://doi.org/10.1175/2008JCLI2649.1
Chung P, Sui C, Li T (2011) Interannual relationships between the tropical sea surface temperature and summertime subtropical anticyclone over the western North Pacific. J Geophys Res-Atmos 116:D13111. https://doi.org/10.1029/2010JD015554
Ding Y, Liu Y, Hu ZZ (2021) The record-breaking Mei-yu in 2020 and Associated Atmospheric circulation and tropical SST anomalies. Adv Atmos Sci 38:1980–1993. https://doi.org/10.1007/s00376-021-0361-2
Feng J, Chen W (2022) Respective and combined impacts of North Indian Ocean and Tropical North Atlantic SST Anomalies on the Subseasonal evolution of Anomalous Western North Pacific Anticyclones. J Clim 35:5623–5636. https://doi.org/10.1175/JCLI-D-21-0799.1
Gill AE (1980) Some simple solutions for heat-induced tropical circulation. Q J Roy Meteor Soc 106:447–462. https://doi.org/10.1002/qj.49710644905
Ham YG, Kug JS, Park JY, Jin FF (2013) Sea surface temperature in the north tropical Atlantic as a trigger for El Niño/Southern oscillation events. Nat Geosci 6:112–116. https://doi.org/10.1038/ngeo1686
He J, Wu Z, Jiang Z et al (2007) “Climate effect” of the northeast cold vortex and its influences on Meiyu. Chin Sci Bull 52:671–679. https://doi.org/10.1007/s11434-007-0053-z
He J, Zhou X, Ye R (1995) Numerical study of Ural blocking high’s effect upon asian summer monsoon circulation and East China flood and drought. Adv Atmos Sci 12:361–370. https://doi.org/10.1007/BF02656985
Hersbach H, Bell B, Berrisford P et al (2020) The ERA5 global reanalysis. Q J Roy Meteor Soc 146:1999–2049. https://doi.org/10.1002/qj.3803
Hong CC, Chang TC, Hsu HH (2014) Enhanced relationship between the tropical Atlantic SST and the summertime western North Pacific subtropical high after the early 1980s. J Geophys Res-Atmos 119:3715–3722. https://doi.org/10.1002/2013JD021394
Hu Y, Deng Y, Zhou Z et al (2019) A statistical and dynamical characterization of large-scale circulation patterns associated with summer extreme precipitation over the middle reaches of Yangtze river. Clim Dyn 52:6213–6228. https://doi.org/10.1007/s00382-018-4501-z
Huang B, Thorne PW, Banzon VF et al (2017) Extended reconstructed Sea Surface temperature, Version 5 (ERSSTv5): upgrades, validations, and Intercomparisons. J Clim 30:8179–8205. https://doi.org/10.1175/JCLI-D-16-0836.1
Huang R (2006) Progresses in Research on the formation mechanism and prediction theory of severe climatic disasters in China. Adv Earth Sci 21:564–575. https://doi.org/10.11867/j.issn.1001-8166.2006.06.0564
Jiang X, Yang S, Li J et al (2013) Variability of the Indian Ocean SST and its possible impact on summer western North Pacific anticyclone in the NCEP Climate Forecast System. Clim Dyn 41:2199–2212. https://doi.org/10.1007/s00382-013-1934-2
Jin D, Huo L (2018) Influence of tropical Atlantic sea surface temperature anomalies on the east asian summer monsoon. Q J Roy Meteor Soc 144:1490–1500. https://doi.org/10.1002/qj.3296
Klein SA, Soden BJ, Lau NC (1999) Remote Sea Surface temperature variations during ENSO: evidence for a Tropical Atmospheric Bridge. J Clim 12:917–932. https://doi.org/10.1175/1520-0442(1999)0120<917:RSSTVD>2.0.CO;2
Li CY, Mu MQ (2001) The Dipole in the equatorial Indian Ocean and its impacts on climate (in chinese). Chin J Atmos Sci 25(4):433–443. https://doi.org/10.3878/j.issn.1006-9895.2001.04.01
Li J, Ruan C (2018) The North Atlantic–Eurasian teleconnection in summer and its effects on eurasian climates. Environ Res Lett 13:024007. https://doi.org/10.1088/1748-9326/aa9d33
Li J, Zheng C, Yang Y et al (2023) Predictability of spatial distribution of pre-summer extreme precipitation days over southern China revealed by the physical-based empirical model. Clim Dyn. https://doi.org/10.1007/s00382-023-06681-2
Li T, Wang B, Wu B et al (2017) Theories on formation of an anomalous anticyclone in western North Pacific during El Niño: a review. J Meteorol Res 31:987–1006. https://doi.org/10.1007/s13351-017-7147-6
Li X, Lu R (2017) Extratropical factors affecting the variability in summer precipitation over the Yangtze River Basin, China. J Clim 30:8357–8374. https://doi.org/10.1175/JCLI-D-16-0282.1
Liu B, Zhu C, Jiang N et al (2021) Seasonal evolution of anomalous rainband over East China regulated by sea surface temperature anomalies in the Northern Hemisphere. J Clim 34(8):3087–3102. https://doi.org/10.1175/JCLI-D-20-0398.1
Liu B, Zhu C, Su J et al (2019) Record-breaking northward Shift of the western North Pacific Subtropical High in July 2018. J Meteor Soc Japan 97(4):913–925. https://doi.org/10.2151/jmsj.2019-047
Liu B, Yan Y, Zhu C et al (2020) Record-breaking Meiyu Rainfall around the Yangtze River in 2020 regulated by the Subseasonal Phase Transition of the North Atlantic Oscillation. Geophys Res Lett 47. https://doi.org/10.1029/2020GL090342. e2020GL090342
Liu Y, Ding Y (2020) Characteristics and possible causes for the Extreme Meiyu in 2020 (in chinese). Meteor Mon 46:1393–1404. https://doi.org/10.7519/j.issn.1000-0526.2020.11.001
Lorenz EN (1956) Empirical orthogonal functions and statistical weather prediction, vol 1. MIT Department of Meteorology Statistical Forecast Project Tech. Rep, p 49
Lu R, Dong B (2005) Impact of Atlantic sea surface temperature anomalies on the summer climate in the western North Pacific during 1997–1998. J Geophys Res-Atmos 110:D16102. https://doi.org/10.1029/2004JD005676
Lu R, Zhu Z, Li T et al (2021) Objective clustering of spatial patterns of summer Extreme Precipitation frequency over the Huaihe River Basin and their formation mechanisms (in chinese). Chin J Atmos Sci 45:1415–1432. https://doi.org/10.3878/j.issn.1006-9895.2105.20223
Lu T, Zhu Z, Yang Y et al (2023) Formation mechanism of the ENSO-independent summer western North Pacific anomalous anticyclone. J Clim 1–30. https://doi.org/10.1175/JCLI-D-22-0271.1
Luo JJ, Zhang RH, Behera SK et al (2010) Interaction between El Niño and Extreme Indian Ocean Dipole. J Clim 23:726–742. https://doi.org/10.1175/2009JCLI3104.1
Moberg A, Jones PD, Lister D et al (2006) Indices for daily temperature and precipitation extremes in Europe analyzed for the period 1901–2000. J Geophys Res-Atmos 111:D22106. https://doi.org/10.1029/2006JD007103
Neale RB, Gettelman A, Park S et al (2010) Description of the NCAR Community Atmosphere Model (CAM 5.0). NCAR technical note NCAR/TN-486 + STR, National Center for Atmospheric Research, Boulder
Ning L, Liu J, Wang B (2017) How does the south asian high influence extreme precipitation over eastern China? J Geophys Res-Atmos 122:4281–4298. https://doi.org/10.1002/2016JD026075
Nitta T (1987) Convective activities in the tropical western Pacific and their impact on the Northern Hemisphere summer circulation. J Meteor Soc Japan 65:373–390. https://doi.org/10.2151/jmsj1965.65.3_373
North GR, Bell TL, Cahalan RF, Moeng FJ (1982) Sampling errors in the estimation of empirical orthogonal functions. Mon Weather Rev 110:699–706. https://doi.org/10.1175/1520-0493(1982)110<0699:SEITEO>2.0.CO;2
Pan X, Li T, Sun Y, Zhu Z (2021) Cause of extreme heavy and persistent rainfall over Yangtze River in summer 2020. Adv Atmos Sci 38:1994–2009. https://doi.org/10.1007/s00376-021-0433-3
Qiao S, Chen D, Wang B et al (2021) The Longest 2020 Meiyu season over the past 60 years: Subseasonal Perspective and its predictions. Geophys Res Lett 48. https://doi.org/10.1029/2021GL093596. e2021GL093596
Qu X, Huang G (2012) Impacts of tropical Indian Ocean SST on the meridional displacement of east asian jet in boreal summer. Int J Climatol 32:2073–2080. https://doi.org/10.1002/joc.2378
Rayner NA, Parker DE, Horton EB et al (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res-Atmos 108:4407. https://doi.org/10.1029/2002JD002670
Ren X, Yang D, Yang X (2015) Characteristics and mechanism of subseasonal eastward extension of south asian high. J Clim 28:6799–6822. https://doi.org/10.1175/JCLI-D-14-00682.1
Rong X, Zhang R, Li T (2010) Impacts of Atlantic sea surface temperature anomalies on Indo-East Asian summer monsoon-ENSO relationship. Chin Sci Bull 55:2458–2468. https://doi.org/10.1007/s11434-010-3098-3
Sun B, Li H, Zhou B (2019) Interdecadal variation of Indian Ocean basin mode and the impact on asian summer climate. Geophys Res Lett 46:12388–12397. https://doi.org/10.1029/2019GL085019
Sun S, Feng G, Zheng Z et al (2021) Study on the stable components of Atmospheric circulation during the continuous heavy rainfall of Meiyu in 2016 (in chinese). Chin J Atmos Sci 45:245–256. https://doi.org/10.3878/j.issn.1006-9895.2006.19167
Takaya K, Nakamura H (2001) A formulation of a phase-independent Wave-Activity Flux for Stationary and Migratory Quasigeostrophic Eddies on a Zonally varying Basic Flow. J Atmos Sci 58:608–627. https://doi.org/10.1175/1520-0469(2001)0580<608:AFOAPI>2.0.CO;2
Takaya Y, Ishikawa I, Kobayashi C et al (2020) Enhanced Meiyu-Baiu Rainfall in Early Summer 2020: Aftermath of the 2019 Super IOD event. Geophys Res Lett 47. https://doi.org/10.1029/2020GL090671. e2020GL090671
Tang S, Luo JJ, He J et al (2021) Toward understanding the Extreme Floods over Yangtze River Valley in June–July 2020: role of Tropical Oceans. Adv Atmos Sci 38:2023–2039. https://doi.org/10.1007/s00376-021-1036-8
Wang B, Wu R, Fu X (2000) Pacific-East Asia teleconnection: how does ENSO affect east asian climate? J Clim 13:1517–1536. https://doi.org/10.1175/1520-0442(2000)013<1517:PEATHD>2.0.CO;2
Wang B, Wu R, Li T (2003) Atmosphere–warm Ocean Interaction and its impacts on asian–australian Monsoon Variation. J Clim 16:1195–1211. https://doi.org/10.1175/1520-0442(2003)16<1195:AOIAII>2.0.CO;2
Wang B, Xiang B, Lee J-Y (2013) Subtropical high predictability establishes a promising way for monsoon and tropical storm predictions. Proc Natl Acad Sci USA 110:2718–2722. https://doi.org/10.1073/pnas.1214626110
Wu B, Li T, Zhou T (2010) Relative contributions of the Indian Ocean and local SST anomalies to the maintenance of the western North Pacific Anomalous Anticyclone during the El Niño Decaying Summer. J Clim 23:2974–2986. https://doi.org/10.1175/2010JCLI3300.1
Wu J, Gao X (2013) A gridded daily observation dataset over China region and comparison with the other datasets (in chinese). Chin J Geophys 56:1102–1111. https://doi.org/10.6038/cjg20130406
Wu Z, Li J, Jiang Z et al (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. https://doi.org/10.1002/joc.2309
Xie SP, Hu K, Hafner J et al (2009) Indian Ocean Capacitor Effect on Indo–Western Pacific Climate during the summer following El Niño. J Clim 22:730–747. https://doi.org/10.1175/2008JCLI2544.1
Xie SP, Kosaka Y, Du Y et al (2016) Indo-western Pacific ocean capacitor and coherent climate anomalies in post-ENSO summer: a review. Adv Atmos Sci 33:411–432. https://doi.org/10.1007/s00376-015-5192-6
Xu S, Qi L (2022) Critical influence of the Northeast cold vortex in different positions on precipitation. Clim Dyn 1–15. https://doi.org/10.1007/s00382-022-06365-3
Yang J, Liu Q, Xie SP et al (2007) Impact of the Indian Ocean SST basin mode on the asian summer monsoon. Geophys Res Lett 34:L02708. https://doi.org/10.1029/2006GL028571
Yang Y, Zhu Z, Shen X et al (2023) The influences of Atlantic sea surface temperature anomalies on the ENSO-independent interannual variability of east asian summer monsoon rainfall. J Clim 36:677–691. https://doi.org/10.1175/JCLI-D-22-0061.1
Yuan F, Chen W, Zhou W (2012) Analysis of the role played by circulation in the persistent precipitation over South China in June 2010. Adv Atmos Sci 29:769–781. https://doi.org/10.1007/s00376-012-2018-7
Zhang MJ, Wang X, Chen LL et al (2022) Seasonal transition of precedent Indian Ocean basin mode and subsequent Indian Ocean Dipole without El Niño–Southern Oscillation impact. Int J Climatol 1–9. https://doi.org/10.1002/joc.7793
Zhang P, Wu Z, Jin R (2021) How can the winter North Atlantic Oscillation influence the early summer precipitation in Northeast Asia: effect of the Arctic sea ice. Clim Dyn 56:1989–2005. https://doi.org/10.1007/s00382-020-05570-2
Zhang Q, Zheng Y, Singh VP et al (2017a) Summer extreme precipitation in eastern China: mechanisms and impacts. J Geophys Res-Atmos 122:2766–2778. https://doi.org/10.1002/2016JD025913
Zhang R, Min Q, Su J (2017b) Impact of El Niño on atmospheric circulations over East Asia and rainfall in China: role of the anomalous western North Pacific anticyclone. Sci China Earth Sci 60:1124–1132. https://doi.org/10.1007/s11430-016-9026-x
Zheng J, Wang C (2021) Influences of three oceans on record-breaking rainfall over the Yangtze River valley in June 2020. Sci China Earth Sci 64:1607–1618. https://doi.org/10.1007/s11430-020-9758-9
Zhou ZQ, Xie SP, Zhang R (2021) Historic Yangtze flooding of 2020 tied to extreme Indian Ocean conditions. Proc Natl Acad Sci USA 118:e2022255118. https://doi.org/10.1073/pnas.2022255118
Zuo J, Li W, Sun C et al (2013) Impact of the North Atlantic sea surface temperature tripole on the east asian summer monsoon. Adv Atmos Sci 30:1173–1186. https://doi.org/10.1007/s00376-012-2125-5
Acknowledgements
This work was supported by the National Natural Science Foundation of China (grant numbers: 42175033, 41975085 and 42088101) and the High-Performance Computing Center of Nanjing University of Information Science and Technology.
Funding
This work was supported by the National Natural Science Foundation of China (grant numbers: 42175033, 41975085 and 42088101).
Author information
Authors and Affiliations
Contributions
ZZ contributed to the study conception and design. Material preparation, data collection and analysis were performed by YF and ZZ. The first draft of the manuscript was written by ZZ, and all authors revised the manuscript.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors have no relevant financial or non-financial interests to disclose.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zhu, Z., Feng, Y., Jiang, W. et al. The compound impacts of sea surface temperature modes in the Indian and North Atlantic oceans on the extreme precipitation days in the Yangtze River Basin. Clim Dyn 61, 3327–3341 (2023). https://doi.org/10.1007/s00382-023-06733-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00382-023-06733-7