Skip to main content
Log in

Influence of rainfall-induced diabatic heating on southern rainfall-northern haze over eastern China in early February 2023

  • Article
  • Published:
Science China Earth Sciences Aims and scope Submit manuscript

Abstract

In early February 2023, there was severe haze on the North China Plain (NCP) that was contemporaneous with heavy rainfall over southern China, which was known as southern rainfall-northern haze (SR-NH). Based on observational and reanalysis data, the meteorological causes of this SR-NH event are investigated in this study using correlation analysis, dynamic diagnostics and numerical experiments. The results show that the anticyclonic anomaly in the Pacific Northwest (also referred to as the northeast Asian anomalous anticyclone) is responsible for the SR-NH. On the one hand, this anticyclonic anomaly leads to persistent rainfall over southern China by causing strong ascending motion in conjunction with an anomalous cyclone over the Chinese mainland and transporting large amounts of water vapor there. On the other hand, it weakens the climatological northerly winds of the NCP through the southeasterly flow, worsening the horizontal diffusion conditions of pollutants. Additionally, the atmospheric stability and relative humidity over the NCP are significantly increased by this anticyclonic anomaly. These conditions result in higher PM2.5 concentrations over the NCP. Additional results suggest that this anticyclonic anomaly is related to diabatic heating released by rainfall in southern China, which not only intensifies the rainfall process there (with a contribution of 11.5%) but also induces an anticyclonic anomaly in the upper troposphere of the Pacific Northwest (i.e., 200 hPa). The rainfall-related anticyclonic anomaly reinforces the anticyclonic anomaly in the Pacific Northwest caused by large-scale circulation (with a contribution of 27%) and thus affects haze over the NCP. This study provides a new reference for understanding the contribution of rainfall in southern China to haze over the NCP.

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.

Similar content being viewed by others

References

  • An X, Sheng L, Liu Q, Li C, Gao Y, Li J. 2020. The combined effect of two westerly jet waveguides on heavy haze in the North China Plain in November and December 2015. Atmos Chem Phys, 20: 4667–4680

    Article  Google Scholar 

  • An X, Wang F, Sheng L, Li C. 2022a. Pattern of wintertime southern rainfall and northern pollution over eastern China: The role of the strong eastern Pacific El Nino. J Clim, 35: 7259–7273

    Article  Google Scholar 

  • An X, Sheng L, Li C, Chen W, Tang Y, Huangfu J. 2022b. Effect of rainfall-induced diabatic heating over southern China on the formation of wintertime haze on the North China Plain. Atmos Chem Phys, 22: 725–738

    Article  Google Scholar 

  • An X, Chen W, Fu S, Hu P, Li C, Sheng L. 2022c. Possible dynamic mechanisms of high and low latitude wave trains over Eurasia and their impacts on air pollution over the North China Plain in early winter. J Geophys Res-Atmos, 127: e2022JD036732

    Article  Google Scholar 

  • An X, Chen W, Hu P, Chen S, Sheng L. 2022d. Intraseasonal variation of the northeast Asian anomalous anticyclone and its impacts on PM2.5 pollution in the North China Plain in early winter. Atmos Chem Phys, 22: 6507–6521

    Article  Google Scholar 

  • An X, Chen W, Ma T, Aru H, Cai Q, Li C, Sheng L. 2023a. Key role of arctic sea-ice in subseasonal reversal of early and late winter PM2.5 concentration anomalies over the North China Plain. Geophys Res Lett, 50: e2022GL101841

    Article  Google Scholar 

  • An X, Sheng L, Chen W. 2023b. Impact of the strong wintertime East Asian trough on the concurrent PM2.5 and surface O3 in eastern China. Atmos Environ, 306: 119846

    Article  Google Scholar 

  • An X, Chen W, Sheng L, Li C, Ma T. 2023c. Synergistic effect of El Niño and Arctic sea-ice increment on wintertime northeast Asian anomalous anticyclone and its corresponding PM2.5 pollution. J Geophys Res-Atmos, 128: e2022JD037840

    Article  Google Scholar 

  • An X, Chen W, Zhang W, Chen S, Ma T, Wang F, Sheng L. 2023d. Record-breaking summer rainfall in the Asia-Pacific region attributed to the strongest Asian westerly jet related to aerosol reduction during COVID-19. Environ Res Lett, 18: 074036

    Article  Google Scholar 

  • Chang L, Xu J, Tie X, Wu J. 2016. Impact of the 2015 El Nino event on winter air quality in China. Sci Rep, 6: 34275

    Article  Google Scholar 

  • Chen W, Zhang R, Wu R, Wen Z, Zhou L, Wang L, Hu P, Ma T, Piao J, Song L, Wang Z, Li J, Gong H, Huangfu J, Liu Y. 2023. Recent advances in understanding multi-scale climate variability of the Asian monsoon. Adv Atmos Sci, 40: 1429–1456

    Article  Google Scholar 

  • Cheung H N, Omrani N E, Ogawa F, Keenlyside N, Nakamura H, Zhou W. 2023. Pacific oceanic front amplifies the impact of Atlantic oceanic front on North Atlantic blocking. NPJ Clim Atmos Sci, 6: 61

    Article  Google Scholar 

  • Dai Q, Dai T, Hou L, Li L, Bi X, Zhang Y, Feng Y. 2023. Quantifying the impacts of emissions and meteorology on the interannual variations of air pollutants in major Chinese cities from 2015 to 2021. Sci China Earth Sci, 66: 1725–1737

    Article  Google Scholar 

  • Dang R, Liao H. 2019. Severe winter haze days in the Beijing-Tianjin-Hebei region from 1985 to 2017 and the roles of anthropogenic emissions and meteorology. Atmos Chem Phys, 19: 10801–10816

    Article  Google Scholar 

  • Ding F, Li C. 2017. Subtropical westerly jet waveguide and winter persistent heavy rainfall in south China. J Geophys Res-Atmos, 122: 7385–7400

    Article  Google Scholar 

  • Dudhia J. 1989. Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J Atmos Sci, 46: 3077–3107

    Article  Google Scholar 

  • Feng J M, Zhao T B, Zhang Y J. 2004. Intercomparison of spatial interpolation based on observed precipitation data (in Chinese). Clim Environm Res, 9: 261–277

    Google Scholar 

  • Geng G, Xiao Q, Liu S, Liu X, Cheng J, Zheng Y, Xue T, Tong D, Zheng B, Peng Y, Huang X, He K, Zhang Q. 2021. Tracking air pollution in China: Near real-time PM2.5 retrievals from multisource data fusion. Environ Sci Technol, 55: 12106–12115

    Article  Google Scholar 

  • Graff Zivin J, Neidell M. 2012. The impact of pollution on worker productivity. Am Economic Rev, 102: 3652–3673

    Article  Google Scholar 

  • He P, Liang J, Qiu Y, Li Q, Xing B. 2020. Increase in domestic electricity consumption from particulate air pollution. Nat Energy, 5: 985–995

    Article  Google Scholar 

  • Hong S Y, Dudhia J. 2004. Testing of a new nonlocal boundary layer vertical diffusion scheme in numerical weather prediction applications. 20th Conference on Weather Analysis and Forecasting/16th Conference on Numerical Weather Prediction. Seattle, Washington: American Meteorology Society (AMS)

    Google Scholar 

  • Hong S Y, Lim J O J. 2006. The WRF single-moment 6-class microphysics scheme (WSM6). Asia-Pac J Atmos Sci, 42: 129–151

    Google Scholar 

  • Hu K, Huang G, Wu R, Wang L. 2018. Structure and dynamics of a wave train along the wintertime Asian jet and its impact on East Asian climate. Clim Dyn, 51: 4123–4137

    Article  Google Scholar 

  • Hu P, Chen W, Chen S, Liu Y, Huang R, Dong S. 2020. Relationship between the South China Sea summer monsoon withdrawal and September-October rainfall over southern China. Clim Dyn, 54: 713–726

    Article  Google Scholar 

  • Illari L, Marshall J C. 1983. On the interpretation of eddy fluxes during a blocking episode. J Atmos Sci, 40: 2232–2242

    Article  Google Scholar 

  • Jiang X A, Li T. 2005. Reinitiation of the boreal summer intraseasonal oscillation in the tropical Indian Ocean. J Clim, 18: 3777–3795

    Article  Google Scholar 

  • Jing Q, Sheng L F, Zhang W H, An X D. 2023. Characteristics of PM2.5 and O3 pollution and related meteorological impacts in ‘2+26’ cities of Beijing-Tianjin-Hebei and its surrounding areas from 2018 to 2021 (in Chinese). Res Environm Sci, 36: 875–886

    Google Scholar 

  • Jung M I, Son S W, Kim H, Chen D. 2022. Tropical modulation of East Asia air pollution. Nat Commun, 13: 5580

    Article  Google Scholar 

  • Kanamitsu M, Ebisuzaki W, Woollen J, Yang S K, Hnilo J J, Fiorino M, Potter G L. 2002. NCEP-DOE AMIP-II reanalysis (R-2). Bull Amer Meteor Soc, 83: 1631–1644

    Article  Google Scholar 

  • Kain J S. 2004. The Kain-Fritsch convective parameterization: An update. J Appl Meteor, 43: 170–181

    Article  Google Scholar 

  • Kirstin S, Markus Z, Andreas B, et al. 2013. GPCC First Guess Daily Product at 1.0°: Near Real-Time First Guess daily Land-Surface Precipitation from Rain-Gauges based on SYNOP Data

  • Li C, Sun J. 2015. Role of the subtropical westerly jet waveguide in a southern China heavy rainstorm in December 2013. Adv Atmos Sci, 32: 601–612

    Article  Google Scholar 

  • Li M, Yao Y, Simmonds I, Luo D, Zhong L, Pei L. 2021. Linkages between the atmospheric transmission originating from the North Atlantic Oscillation and persistent winter haze over Beijing. Atmos Chem Phys, 21: 18573–18588

    Article  Google Scholar 

  • Li X, Yu C, Deng X, He D, Zhao Z, Mo H, Mo J, Wu Y. 2021. Mechanism for synoptic and intra-seasonal oscillation of visibility in Beijing-Tianjin-Hebei region. Theor Appl Climatol, 143: 1005–1015

    Article  Google Scholar 

  • Li X, Wen Z, Huang W R. 2020. Modulation of South Asian jet wave train on the extreme winter precipitation over southeast China: Comparison between 2015/16 and 2018/19. J Clim, 33: 4065–4081

    Article  Google Scholar 

  • Lian T, Wang J, Chen D, Liu T, Wang D. 2023. A strong 2023/24 El Niño is staged by Tropical Pacific Ocean heat content buildup. Ocean-Land-Atmos Res, 2: 0011

    Article  Google Scholar 

  • Liu Q, Chen G, Sheng L, Iwasaki T. 2022. Rapid reappearance of air pollution after cold air outbreaks in northern and eastern China. Atmos Chem Phys, 22: 13371–13388

    Article  Google Scholar 

  • Liu Y, Tong D, Cheng J, Davis S J, Yu S, Yarlagadda B, Clarke L E, Brauer M, Cohen A J, Kan H, Xue T, Zhang Q. 2022. Role of climate goals and clean-air policies on reducing future air pollution deaths in China: A modelling study. Lancet Planet Health, 6: e92–e99

    Article  Google Scholar 

  • Lu Q, Rao J, Shi C, Guo D, Fu G, Wang J, Liang Z. 2022. Possible influence of sudden stratospheric warmings on the atmospheric environment in the Beijing-Tianjin-Hebei region. Atmos Chem Phys, 22: 13087–13102

    Article  Google Scholar 

  • Ma J, Wei K, Chen W. 2022. Self-maintaining mechanism of a large-scale persistent heavy rainfall event in Mei-yu Period: Case study of Yangtze River heavy rainfall in 2020 (in Chinese). Chin J Atmos Sci, 46: 1394–1406

    Google Scholar 

  • Ma T, Chen W, Chen S, Garfinkel C I, Ding S, Song L, Li Z, Tang Y, Huangfu J, Gong H, Zhao W. 2022. Different ENSO teleconnections over East Asia in early and late winter: Role of precipitation anomalies in the tropical Indian Ocean and far western Pacific. J Clim, 35: 7919–7935

    Article  Google Scholar 

  • Ma T, Chen W, Feng J, Wu R. 2018. Modulation effects of the East Asian winter monsoon on El Niño-related rainfall anomalies in southeastern China. Sci Rep, 8: 14107

    Article  Google Scholar 

  • Mlawer E J, Taubman S J, Brown P D, Iacono M J, Clough S A. 1997. Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. J Geophys Res, 102: 16663–16682

    Article  Google Scholar 

  • Mei M, Ding Y, Wang Z. 2023. Impact of the return flow on heavy pollution in winter over the Beijing-Tianjin-Hebei region. J Meteorol Res, 37: 370–386

    Article  Google Scholar 

  • Nakamura H, Nakamura M, Anderson J L. 1997. The role ofhigh- and low-frequency dynamics in blocking formation. Mon Wea Rev, 125: 2074–2093

    Article  Google Scholar 

  • Nie J, Dai P, Sobel A H. 2020. Dry and moist dynamics shape regional patterns of extreme precipitation sensitivity. Proc Natl Acad Sci USA, 117: 8757–8763

    Article  Google Scholar 

  • Sardeshmukh P D, Hoskins B J. 1988. The Generation of global rotational flow by steady idealized tropical divergence. J Atmos Sci, 45: 1228–1251

    Article  Google Scholar 

  • Shi L, Steenland K, Li H, Liu P, Zhang Y, Lyles R H, Requia W J, Ilango S D, Chang H H, Wingo T, Weber R J, Schwartz J. 2021. A national cohort study (2000–2018) of long-term air pollution exposure and incident dementia in older adults in the United States. Nat Commun, 12: 6754

    Article  Google Scholar 

  • Shutts G J. 1986. A case study of eddy forcing during an Atlantic blocking episode. Adv Geophys, 29: 135–162

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Valmassoi A, Dudhia J, Di Sabatino S, Pilla F. 2020. Evaluation of three new surface irrigation parameterizations in the WRF-ARW v3.8.1 model: the Po Valley (Italy) case study. Geosci Model Dev, 13: 3179–3201

    Article  Google Scholar 

  • Wang B, Wu R, Li T. 2003. Atmosphere-warm ocean interaction and its impacts on Asian-Australian monsoon variation. J Clim, 16: 1195–1211

    Article  Google Scholar 

  • Wang B, Wu Z, Chang C P, Liu J, Li J, Zhou T. 2010. Another look at interannual-to-interdecadal variations of the East Asian winter monsoon: the northern and southern temperature modes. J Clim, 23: 1495–1512

    Article  Google Scholar 

  • Wang J, Zhu Z, Qi L, Zhao Q, He J, Wang J X L. 2019. Two pathways of how remote SST anomalies drive the interannual variability of autumnal haze days in the Beijing-Tianjin-Hebei region, China. Atmos Chem Phys, 19: 1521–1535

    Article  Google Scholar 

  • Wang J, Liu Y, Ding Y, Wu P, Zhu Z, Xu Y, Li Q, Zhang Y, He J, Wang J X L, Qi L. 2020. Impacts of climate anomalies on the interannual and interdecadal variability of autumn and winter haze in North China: A review. Int J Climatol, 40: 4309–4325

    Article  Google Scholar 

  • Wang J, Liu Y, Ding Y. 2023. Potential remote forcing of North Atlantic SST tripole anomalies on the seesaw haze intensity between late winter months in the North China plain: A case study. Atmos Sci Lett, 24: e1170

    Article  Google Scholar 

  • Wang L, Chen W. 2014. An intensity index for the East Asian winter monsoon. J Clim, 27: 2361–2374

    Article  Google Scholar 

  • Wu Y, Liu R, Li Y, Dong J, Huang Z, Zheng J, Liu S C. 2022. Contributions of meteorology and anthropogenic emissions to the trends in winter PM2.5 in eastern China 2013–2018. Atmos Chem Phys, 22: 11945–11955

    Article  Google Scholar 

  • Xu X, Cai W, Zhao T, Qiu X, Zhu W, Sun C, Yan P, Wang C, Ge F. 2021. “Warm cover”: Precursory strong signals for haze pollution hidden in the middle troposphere. Atmos Chem Phys, 21: 14131–14139

    Article  Google Scholar 

  • Yanai M, Esbensen S, Chu J H. 1973. Determination of bulk properties of tropical cloud clusters from large-scale heat and moisture budgets. J Atmos Sci, 30: 611–627

    Article  Google Scholar 

  • Yin Z, Wang H, Ma X. 2019. Possible relationship between the Chukchi Sea Ice in the early winter and the February haze pollution in the North China Plain. J Clim, 32: 5179–5190

    Article  Google Scholar 

  • Yin Z, Zhou B, Chen H, Li Y. 2021. Synergetic impacts of precursory climate drivers on interannual-decadal variations in haze pollution in North China: A review. Sci Total Environ, 755: 143017

    Article  Google Scholar 

  • Yin J, Yuan J, Peng J, Cao X, Duan W, Nan Y, Mao M, Feng T. 2023. Role of the subtropical westerly jet wave train in the eastward-moving heavy rainfall event over southern China in winter: A case study. Front Earth Sci, 11: 1107674

    Article  Google Scholar 

  • Yu S, Sun J. 2020. Potential factors modulating ENSO’s influences on the East Asian trough in boreal winter. Intl J Clim, 40: 5066–5083

    Article  Google Scholar 

  • Zhang P, Wu Z, Li J, Xiao Z. 2020. Seasonal prediction of the northern and southern temperature modes of the East Asian winter monsoon: the importance of the Arctic sea ice. Clim Dyn, 54: 3583–3597

    Article  Google Scholar 

  • Zhang Q, Zheng Y, Tong D, Shao M, Wang S, Zhang Y, Xu X, Wang J, He H, Liu W, Ding Y, Lei Y, Li J, Wang Z, Zhang X, Wang Y, Cheng J, Liu Y, Shi Q, Yan L, Geng G, Hong C, Li M, Liu F, Zheng B, Cao J, Ding A, Gao J, Fu Q, Huo J, Liu B, Liu Z, Yang F, He K, Hao J. 2019. Drivers of improved PM2.5 air quality in China from 2013 to 2017. Proc Natl Acad Sci USA, 116: 24463–24469

    Article  Google Scholar 

  • Zhang R H, Li Q, Zhang R N. 2014. Meteorological conditions for the persistent severe fog and haze event over eastern China in January 2013. Sci China Earth Sci, 57: 26–35

    Article  Google Scholar 

  • Zhang S, Zeng G, Wang T, Yang X, Iyakaremye V. 2022a. Three dominant synoptic atmospheric circulation patterns influencing severe winter haze in eastern China. Atmos Chem Phys, 22: 16017–16030

    Article  Google Scholar 

  • Zhang S, Zeng G, Wang T, Yang X, Iyakaremye V. 2022b. Interannual relationship between displacement and intensity of East Asian jet stream and haze over eastern China in winter. Sci Total Environ, 829: 154672

    Article  Google Scholar 

  • Zhang S, Zeng G, Yang X, Iyakaremye V. 2023. Two leading patterns of winter PM2.5 variations in eastern China before the outbreak of cold surge and their causes. Atmos Res, 287: 106696

    Article  Google Scholar 

  • Zhang W, Hai S, Zhao Y, Sheng L, Zhou Y, Wang W, Li W. 2021. Numerical modeling of regional transport of PM2.5 during a severe pollution event in the Beijing-Tianjin-Hebei region in November 2015. Atmos Environ, 254: 118393

    Article  Google Scholar 

  • Zhang W, Li W, An X, Zhao Y, Sheng L, Hai S, Li X, Wang F, Zi Z, Chu M. 2022. Numerical study of the amplification effects of cold-front passage on air pollution over the North China Plain. Sci Total Environ, 833: 155231

    Article  Google Scholar 

  • Zhang Z, Gong D, Mao R, Qiao L, Kim S, Liu S. 2019. Possible influence of the Antarctic oscillation on haze pollution in North China. J Geophys Res-Atmos, 124: 2018JD029239

    Google Scholar 

  • Zhao W, Chen S, Zhang H, Wang J, Chen W, Wu R, Xing W, Wang Z, Hu P, Piao J, Ma T. 2021. Distinct impacts of ENSO on haze pollution in Beijing-Tianjin-Hebei region between early and late winters. J Clim, 35: 687–704

    Article  Google Scholar 

  • Zhao S, Feng T, Tie X, Long X, Li G, Cao J, Zhou W, An Z. 2018. Impact of climate change on siberian high and wintertime air pollution in China in past two decades. Earths Future, 6: 118–133

    Article  Google Scholar 

  • Zheng J, Liu Q, Wang C, Zheng X T. 2013. Impact of heating anomalies associated with rainfall variations over the Indo-western Pacific on Asian atmospheric circulation in winter. Clim Dyn, 40: 2023–2033

    Article  Google Scholar 

  • Zheng J, Liu Q, Chen Z. 2019. Contrasting the impacts of the 1997–1998 and 2015–2016 extreme El Nino events on the East Asian winter atmospheric circulation. Theor Appl Climatol, 136: 813–820

    Article  Google Scholar 

  • Zhong W, Yin Z, Wang H. 2019. The relationship between anticyclonic anomalies in northeastern Asia and severe haze in the Beijing-Tianjin-Hebei region. Atmos Chem Phys, 19: 5941–5957

    Article  Google Scholar 

  • Zou Y, Wang Y, Zhang Y, Koo J H. 2017. Arctic sea ice, Eurasia snow, and extreme winter haze in China. Sci Adv, 3: e160275

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Key R&D Program of China (Grant No. 2019YFA0607002) and the National Natural Science Foundation of China (Grant Nos. 41721004 & 42275191).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Wen Chen or Chun Li.

Ethics declarations

Conflict of interest The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

An, X., Chen, W., Li, C. et al. Influence of rainfall-induced diabatic heating on southern rainfall-northern haze over eastern China in early February 2023. Sci. China Earth Sci. 66, 2579–2593 (2023). https://doi.org/10.1007/s11430-023-1181-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11430-023-1181-3

Keywords

Navigation