Skip to main content

Advertisement

Log in

Impact of urbanization on rainfall of different strengths in the Beijing area

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

A weather research and forecasting model (WRF) coupled with a multilayer urban canopy model (BEP) was employed to assess the impact of urbanization on three rainfall processes of different strengths in Beijing. Based on the satisfactory model simulation performance, sensitivity tests based on a land use map without an urban component were performed to analyze the observed characteristics and the mechanisms underlying the influence of urbanization on rainfall of different strengths. The results showed that urbanization has the most significant influence on heavy rain among the three rainfall cases with different precipitation strengths and that urbanization obviously increased the amount of precipitation in urban areas and upwind and downwind suburban areas. At the edge of the city, moderate rainfall was also increased by urbanization. However, urbanization had almost no effect on light rainfall. A possible mechanism underlying the urbanization-induced change in precipitation is proposed. Urbanization results in changes in land use and increases in anthropogenic heat via changes in the energy balance of the surface, creating urban heat islands (UHIs). Consequently, cyclonic activity is more easily generated upwind and downwind of the urban area. When the moisture is sufficiently high, such as in cases of heavy or moderate rainfall, moisture flux convergence is more likely to develop in urban areas and the upwind and downwind areas. The rainfall system is enhanced in these areas as a result of the increase in the potential energy in the system.

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
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Bornstein RD, Johnson DS (1977) Urban-rural wind velocity differences. Atmos Environ 11:597–604

    Google Scholar 

  • Bornstein RD, Lin Q (2000) Urban heat islands and summertime convective thunderstorms in Atlanta: three cases studies. Atmos Environ 34:507–516

    Google Scholar 

  • Braham RR, Semonin RG (1981) Summary of urban effects on clouds and rain, METROMEX. Am Meteorol Soc 40:141–152

    Google Scholar 

  • Changnon SA (1968) The LaPorte weather anomaly -Fact or fiction. Bull Am Meteorol Soc 49:4–11

    Google Scholar 

  • Changnon SA (1979) Rainfall changes in summer caused by St. Louis. Science 205:402–404

    Google Scholar 

  • Changnon SA (1992) Inadvertent weather modification in urban areas: lessons for global climate change. Bull Am Meteorol Soc 73:619–627

    Google Scholar 

  • Changnon SA, Shealy RT, Scott RW (1991) Precipitation changes in fall, winter, and spring caused by St. Louis. J Appl Meteorol 30:126–134

    Google Scholar 

  • Chen F, Kusaka H, Bornstein R et al (2011) The integrated WRF/urban modelling system: development, evaluation, and applications to urban environmental problems. Int J Climatol 31(2):273–288

    Google Scholar 

  • Chen Y, Sun J, Xu J, Yang S et al (2012) Analysis and thinking on the extremes of the 21 July 2012 torrential rain in Beijing Part I: obervation and thinking. Meteorological. 38(10):1255–1266

    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

    Google Scholar 

  • Guo X, Fu D, Wang J (2006) Mesoscale convective precipitation system modified by urbanization in Beijing City. Atmos Res 82(1-2):112–126

    Google Scholar 

  • Han JY, Baik JJ (2008) A theoretic al and numerical study of urban heat island-induced circulation and convection. J Atmos Sci 65(6):1859–1877. https://doi.org/10.1175/2007JAS2326.1

    Google Scholar 

  • Han Z, Yan Z, Li Z, Liu W, Wang Y (2014) Impact of urbanization on low-temperature precipitation in Beijing during 1960 –2008. Adv Atmos Sci 31(1):48–56. https://doi.org/10.1007/s00376-013-2211-3

    Google Scholar 

  • Huang YF, Ju JH (2002) Diagnostic analysis on pressure energy, moist enthalpy and occurrence of heany rainfall. Plateau Meteorol 21(2):154–158

    Google Scholar 

  • Huff FA (1986) Urban hydrological review. Bull. Am Meteorol Soc 67:703–712

    Google Scholar 

  • Huff FA, Vogel JL (1978) Urban, topographic and diurnal effects on rainfall in the St. Louisregion. J Appl Meteorol 17:565–577

    Google Scholar 

  • Janjić ZI (1994) The step-mountain eta coordinate model: further developments of the convection, viscous sublayer, and turbulence closure schemes. Mon Weather Rev 122:927–945

    Google Scholar 

  • Kain JS (2004) The Kain–Fritsch convective parameterization: an update. J Appl Meteorol 43:170–181

    Google Scholar 

  • Li W, Chen S, Chen G, Sha W, Luo C, Feng Y, Wen Z, Wang B (2011) Urbanization signatures in strong versus weak precipitation over the Pearl River Delta metropolitan regions of China. Environ Res Lett 6(3):034020. https://doi.org/10.1088/1748-9326/6/3/034020

    Google Scholar 

  • Lin YL, Farley RD, Orville HD (1983) Bulk parameterization of the snow field in a cloud model [J]. J Clim Appl Meteorol 22:1065–1092

    Google Scholar 

  • Liu Y, Chen F, Warner T, Basara J (2006) Verification of a mesoscale data-assimilation and forecasting system for the Oklahoma City Area during the Joint Urban 2003 Field Project. J Appl Meteorol Climatol 45:912–929

    Google Scholar 

  • Lo J, Lau A, Chen F, Fung J (2007) Implication of rapid urban growth on the meteorological conditions in the Pearl River Delta Region. J Appl Meteorol 46:457–476

    Google Scholar 

  • Martilli A (2002) Numerical study of urban impact on boundary layer structure: sensitivity to wind speed, urban morphology and rural soil moisture. J Appl Meteorol 41:1247–1266

    Google Scholar 

  • Miao SG, Chen F, Lemone MA, Tewari M, Li QC, Wang YC (2009) An observation al and modeling study of characteristics of urban heat island and boundary layer structures in Beijing. J Appl Meteorol Climatol 48(3):484–501. https://doi.org/10.1175/2008jamc1909.1

    Google Scholar 

  • Miao SG, Chen F, Li QC et al (2010) Month-averaged impact of urbanization on atmospheric boundary layer structure and precipitation in summer in Beijing area. Chin J Geophys (in Chinses) 53(7):1580–1593. https://doi.org/10.3969/j.issn.0001-5733.2010.07.009

    Article  Google Scholar 

  • Miao SG, Chen F, Li QC, Fan SY (2011) Impacts of urban processes and urbanization on summer precipitation: A case study of heavy rainfall in Beijing on 1 August 2006. J Appl Meteorol Climatol 50(4):806–825. https://doi.org/10.1175/2010jamc2513.1

    Article  Google Scholar 

  • Miao SG, Dou JJ, Chen F, Li J, Li A (2012) Analysis of observations on the urban surface energy balance in Beijing. Sci China Earth Sci 55(11):1881–1890

    Google Scholar 

  • Mlawer EJ, Taubman SJ, Brown PD, Iacono MJ, Clough SA (1997) Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. J Geophys Res Atmos 102:16663–16682

    Google Scholar 

  • Pinto O, Pinto IRCA, Ferro MAS (2013) A study of the long-term variability of thunderstorm days in southeast Brazil. J Geop Hys Res Atmos 118:5231–5246. https://doi.org/10.1002/jgrd0.50282

    Article  Google Scholar 

  • Rosenfeld D, Dai J, Yu X, Yao Z, Xu X, Yang X, Du C (2007) Inverse relations between amounts of air pollution and orographic precipitation. Science 315(5817):1396–1398

    Google Scholar 

  • Shem W, Shepherd M (2009) On the impact of urbanization on summertime thunderstorms in Atlanta: two numerical model case studies. Atmos Res 92(2):172–189

    Google Scholar 

  • Song X, Zhang J, AghaKouchak A, Roy SS, Xuan Y, Wang G, He R, Wang X, Liu C (2014) Rapid urbanization and changes in spatiotemporal characteristics of precipitation in Beijing metropolitan area. J Geophys Res Atmos 119(19):11–250

    Google Scholar 

  • Sun JS, Yang B (2008) Meso- β scale torrential rain affected by topography and the urban circulation. Chin J Atmos Sci 32(6):1352–1364

    Google Scholar 

  • Wang XQ, Wang ZF, Qi YB, Guo H (2009) Effect of urbanization on the winter precipitation distribution in Beijing area. China Ser D Earth Sci 52(2):250–256. https://doi.org/10.1007/s11430-009-0019-x

    Google Scholar 

  • Wang J, Feng J, Yan Z, Hu Y, Jia G (2012) Nested high-resolution modeling of the impact of urbanization on regional climate in three vast urban agglomerations in China. J Geophys Res 117:D21103. https://doi.org/10.1029/2012JD018226

    Google Scholar 

  • Xu ZX, Zhang L, Ruan BQ (2006) Analysis on the spatio-temporal distribution of precipitation in the Beijing region. Arid Land Geogr 29(2):186–192

    Google Scholar 

  • Yang L, Tian F, Smith JA, Hu H (2014) Urban signatures in the spatial clustering of summer heavy rainfall events over the Beijing metropolitan region. J Geophys Res Atmos 119:1203–1217. https://doi.org/10.1002/2013JD020762

    Google Scholar 

  • Yu M and Liu YM (2015) The possible impact of urbanization on a heavy rainfall event in Beijing. J Geophys Res Atmos 120:8132–8143. https://doi.org/10.1002/2015JD023336

    Article  Google Scholar 

  • Yu M, Liu YM, Dai YF et al (2013) Impact of urbanization on boundary layer structure in Beijing. Clim Chang 120(1-2):123–136

    Google Scholar 

  • Yu M, Miao SG, Li QC (2017) Synoptic analysis and urban signatures of a heavy rainfall on 7 August 2015 in Beijing. J Geophys Res Atmos 121. https://doi.org/10.1002/2016JD025420

    Google Scholar 

  • Yu M, Miao SG, Zhang HB (2018) Uncertainties in the impact of urbanization on heavy rainfall: case study of a rainfall event in Beijing on 7 August 2015. J Geophys Res Atmos 123:6005–6021. https://doi.org/10.1029/2018JD028

  • Zhai Y, Guo Y, Zhou J, Guo N, Wang J, Teng Y (2014) The spatio-temporal variability of annual precipitation and its local impact factors during 1724–2010 in Beijing, China. Hydrol Process 28(4):2192–2201. https://doi.org/10.1002/hyp.9772

    Google Scholar 

  • Zhang CL, Chen F, Miao SG, Li QC, Xia XA, Xuan CY (2009a) Impacts of urban expansion and future green planting on summer precipitation in the Beijing metropolitan area. Journal of Geophysical Research: Atmospheres 114(D2)

  • Zhang D-L, Shou Y-X, Dickerson RR (2009b) Upstream urbanization exacerbates urban heat island effects. Geophysical Research Letters 36(24)

  • Zhang DL, Shou Y X, Dickerson RR, Chen F (2011) Impact of upstream urbanization on the urban heat island effects along the Washington-Baltimore. Journal of Applied Meteorology and Climatology 50(10): 2012-2029

    Google Scholar 

  • Zhang YZ, Miao SG, Dai YJ et al (2013) Numerical simulation of characteristics of summer clear day boundary layer in Beijing and the impact of urban underlying surface on sea breeze. Chin J Geophys (in Chinese) 56(8):2558–2573. https://doi.org/10.6038/cjg20130806

    Article  Google Scholar 

  • Zhang YZ, Miao SG, Dai YJ, Bornstein R (2017) Numerical simulation of urban land surface effects on summer convective rainfall under different UHI intensity in Beijing. J Geophys Res Atmos 122. https://doi.org/10.1002/2017JD026614

    Google Scholar 

  • Zhu L, Chen Y, Yan R, Shen T, Jiang L, Wang Y (2012a) Characteristics of precipitation and temperature changes in Beijing city during 1951– 2010. Resourc Sci 34(7):1287–1297

    Google Scholar 

  • Zhu L, Chen Y, Li L, Wang Y, Jiang L (2012b) Analysis of precipitation variation trend in Beijing City from 1951 to 2009. Water Resourc Prot 28(3):42–46

    Google Scholar 

Download references

Funding

This work was financially supported by the National Natural Science Foundation of China under Grant no. 41705090 and Key Research Program of Frontier Science, CAS under Grant no. QYZDY-SSW-DQC018.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Miao Yu.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yu, M., Liu, Y. & Miao, S. Impact of urbanization on rainfall of different strengths in the Beijing area. Theor Appl Climatol 139, 1097–1110 (2020). https://doi.org/10.1007/s00704-019-03035-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-019-03035-z

Navigation