Skip to main content

Advertisement

Log in

Anthropogenic impacts on changes in summer extreme precipitation over China during 1961–2014: roles of greenhouse gases and anthropogenic aerosols

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

Extreme precipitation often causes enormous economic losses and severe disasters. Changes in extreme precipitation potentially have large impacts on the human society. In this study, we investigated the changes in four precipitation extreme indices over China during 1961 ~ 2014. The indices include total wet-day precipitation (PRCPTOT), precipitation on extremely wet days (R95pTOT), number of extremely wet days (R95d) and precipitation intensity on extremely wet days (R95int) during the extended summer (May-August). Observation analyses showed that these four indices have significantly increased over southeast China (SEC) and northwest China (NWC) whilst decreased over northeast China (NEC) and southwest China (SWC). Based on HadGEM3-GC3.1 historical, greenhouse gas only (GHG) and anthropogenic aerosol only (AA) simulations, we assessed the relative roles of different forcings in the observed trends. Model reproduced the main features of increasing trends over SEC and NWC in historical simulations, suggesting a dominant role of forced changes in the trends of four indices over the two regions. Individual forcing simulations indicated that GHG and AA forcings influence the increases in summer extreme precipitation over SEC and NWC, respectively, through different processes. Over SEC, extreme precipitation increase is mainly due to GHG forcing that results in moisture flux convergence increase through thermodynamic and dynamic effects. In comparison to GHG forcing, AA forcing has a weak contribution because AA forced moisture flux convergence increase is offset by AA forced evaporation reduction. Over NWC, extreme precipitation increase is primarily attributed to AA forcing and secondarily to GHG forcing. AA forcing can result in moisture flux convergence increase through dynamic effect, and GHG forcing can result in evaporation increase.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Data Availability

The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Andrews MB, Ridley JK, Wood RA, Andrews T, Blockley EW, Booth B, Burke E, Dittus AJ, Florek P, Gray LJ, Haddad S, Hermanson L, Hodson D, Hogan E, Jones GS, Knight JR, Kuhlbrodt T, Misios S, Mizielinski MS, Ringer MA, Robson J, Sutton RT (2020) Historical simulations with HadGEM3-GC3.1 for CMIP6. J Adv Model Earth Syst. e2019MS001995 https://doi.org/10.1029/2019MS001995

    Article  Google Scholar 

  • Bao J, Feng J, Wang Y, Chen H, Sun J (2015) 2017: Contribution of human influence to increased daily precipitation extremes over China. Geophys Res Lett, 44, 2436–2444

  • Collins M, Coauthors (2010) The impact of global warming on the tropical Pacific Ocean and El Niño. Nat Geosci 3:391–397

    Article  Google Scholar 

  • Dong B, Wilcox LJ, Highwood EJ, Sutton RT (2019) Impacts of recent decadal changes in Asian aerosols on the East Asian summer monsoon: roles of aerosol–radiation and aerosol–cloud interactions. Clim Dyn 53:3235–3256

    Article  Google Scholar 

  • Dong S, Sun Y, Li C (2020) Detection of human influence on precipitation extremes in Asia. J Clim 33:5293–5304. https://doi.org/10.1175/JCLI-D-19-0371.1

    Article  Google Scholar 

  • Dong S, Sun Y, Li C, Zhang X, Min S, Kim Y (2021) Attribution of extreme precipitation with updated observations and CMIP6 simulations. J Clim 34(3):871–881. https://doi.org/10.1175/jcli-d-19-1017.1

    Article  Google Scholar 

  • Eyring V, Bony S, Meehl GA, Senior CA, Stevens B, Stoufer RJ, Taylor KE (2016) Overview of the coupled model intercomparison project phase 6 (CMIP6) experimental design and organization. Geosci Model Dev 9:1937–1958. https://doi.org/10.5194/gmd-9-1937-2016

    Article  Google Scholar 

  • Flato G et al (2013) Evaluation of climate models. Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge Univ. Press, Cambridge, U. K., and New York

    Google Scholar 

  • Gillett NP, Shiogama H, Funke B et al (2016) The detection and attribution model intercomparison project (DAMIP v1.0) contribution to CMIP6. Geosci Model Dev 9:3685–3697

    Article  Google Scholar 

  • IPCC (2021) : Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK and New York, NY, USA, in press

  • Lau KM, Wu HT (2007) Detecting trends in tropical rainfall characteristics, 1979?2003. Int. J. Climatol., 27, 979–988

  • Li H, Chen H, Wang H (2017) Effects of anthropogenic activity emerging as intensified extreme precipitation over China. J Geophys Research: Atmos 122:6899–6914

    Article  Google Scholar 

  • Li X, Ting M, Li C, Henderson N (2015) Mechanisms of Asian Summer Monsoon Changes in Response to Anthropogenic Forcing in CMIP5 Models %J. J Clim J Clim 28:4107–4125

    Article  Google Scholar 

  • Lin L, Xu Y, Wang Z, Diao C, Dong W, Xie S-P (2018) Changes in Extreme Rainfall Over India and China Attributed to Regional Aerosol-Cloud Interaction During the Late 20th Century Rapid Industrialization. Geophys Res Lett 45:7857–7865

    Article  Google Scholar 

  • Lin Z, Dong B, Wen Z (2020) The effects of anthropogenic greenhouse gases and aerosols on the inter-decadal change of the South China Sea summer monsoon in the late twentieth century. Clim Dyn 54:3339–3354

    Article  Google Scholar 

  • Lu C, Lott FC, Sun Y, Stott PA, Christidis N (2020) Detectable Anthropogenic Influence on Changes in Summer Precipitation in China. J Clim 33:5357–5369

    Article  Google Scholar 

  • Luo F, Dong B, Tian F, Li S (2019) Anthropogenically Forced Decadal Change of South Asian Summer Monsoon Across the Mid-1990s. J Geophys Research: Atmos 124:806–824

    Article  Google Scholar 

  • Luo N, Guo Y, Chou J, Gao Z (2022). Added value of CMIP6 models over CMIP5 models in simulating the climatological precipitation extremes in China, International Journal of Climatology, 42(2), 1148–1164. doi: https://doi.org/10.1002/joc.7294

  • Ma S, Coauthors (2017) Detectable Anthropogenic Shift toward Heavy Precipitation over Eastern China. J Clim 30:1381–1396

    Article  Google Scholar 

  • Min S-K, Zhang X, Zwiers FW, Hegerl GC (2011) Human contribution to more-intense precipitation extremes. Nature 470:378–381

    Article  Google Scholar 

  • Peng D, Zhou T (2017) Why was the arid and semiarid northwest China getting wetter in the recent decades? J Geophys Research: Atmos 122:9060–9075

    Article  Google Scholar 

  • Qin DH, Zhang JY, Shan CC, Song LC (2015) China National Assessment Report on Risk Management and Adaptation of Climate Extremes and Disasters (Refined Edition). Science Press, Beijing, p 124

    Google Scholar 

  • Song F, Zhou T, Qian Y (2014) Responses of East Asian summer monsoon to natural and anthropogenic forcings in the 17 latest CMIP5 models. Geophys Res Lett 41:596–603

    Article  Google Scholar 

  • Sun Y, Dong S, Hu T, Zhang X, Stott P (2019) Anthropogenic Influence on the Heaviest June Precipitation in Southeastern China since 1961. B Am Meteorol Soc 100:S79–S83

    Article  Google Scholar 

  • Tian F, Dong B, Robson J, Sutton R (2018) Forced decadal changes in the East Asian summer monsoon: the roles of greenhouse gases and anthropogenic aerosols. Clim Dyn 51:3699–3715

    Article  Google Scholar 

  • Trenberth KE, Guillemot CJ (1995) Evaluation of the Global Atmospheric Moisture Budget as Seen from Analyses. J Clim 8:2255–2272

    Article  Google Scholar 

  • Trenberth KE, Dai A, Rasmussen RM, Parsons DB (2003) The changing character of precipitation. Bull Amer Meteor Soc 84:1205–1218

    Article  Google Scholar 

  • Wu J, Gao X-J (2013) A gridded daily observation dataset over China region and comparison with the other datasets. Chin J Geophys 56:1102–1111 (in Chinese)

    Google Scholar 

  • Zhang L, Wu P, Zhou T (2017) Aerosol forcing of extreme summer drought over North China. Environ Res Lett 12:034020

    Article  Google Scholar 

  • Zhang X, Wan H, Zwiers FW, Hegerl GC, Min S-K (2013) Attributing intensification of precipitation extremes to human influence. Geophys Res Lett 40:5252–5257

    Article  Google Scholar 

  • Zhou B, Xu Y, Wu J, Dong S, Shi Y (2016) Changes in temperature and precipitation extreme indices over China: analysis of a high-resolution grid dataset. Int J Climatol 36:1051–1066

    Article  Google Scholar 

  • Zhou T, Zhang W et al (2020) The dynamic and thermodynamic processes dominating thereduction of global land monsoon precipitation driven by anthropogenic aerosols emission. Sci China (Earth Sciences) 63:919–933

    Article  Google Scholar 

Download references

Acknowledgements

We acknowledge the international modeling groups for providing their data for analysis, the Program for Climate Model Diagnosis and Inter-comparison (PCMDI) for collecting and achieving the model data, the World Climate Research Programme’s (WCRP’s) Coupled Model Inter-comparison Project (CMIP) for organizing the model data analysis activity. This study is jointly supported by the National Key Research and Development Program of China (2020YFA0608201) and the NSFC project (41975078). BD is supported by the UK National Centre for Atmospheric Science, funded by the Natural Environment Research Council.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yan Guo.

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 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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Guo, Y., Dong, B. & Zhu, J. Anthropogenic impacts on changes in summer extreme precipitation over China during 1961–2014: roles of greenhouse gases and anthropogenic aerosols. Clim Dyn 60, 2633–2643 (2023). https://doi.org/10.1007/s00382-022-06453-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-022-06453-4

Keywords

Navigation