Modeling radiative effects of haze on summer-time convective precipitation over North China: a case study

Xuying WANG , Bin ZHANG

Front. Environ. Sci. Eng. ›› 2016, Vol. 10 ›› Issue (4) : 01 -01.

PDF (1353KB)
Front. Environ. Sci. Eng. ›› 2016, Vol. 10 ›› Issue (4) : 01 -01. DOI: 10.1007/s11783-016-0840-3
RESEARCH ARTICLE
RESEARCH ARTICLE

Modeling radiative effects of haze on summer-time convective precipitation over North China: a case study

Author information +
History +
PDF (1353KB)

Abstract

We modeled the impact of haze radiative effects on precipitation in North China.

Shortwave heating induced by haze radiative effects would reduce heavy rainfalls.

Convection was the key factor that whether precipitation was enhanced or suppressed.

Precipitation was often suppressed where CAPE, RH and updraft velocities were high.

The impact of haze radiative effect on summertime 24-h convective precipitation over North China was investigated using WRF model (version 3.3) through model sensitivity studies between scenarios with and without aerosol radiative effects. The haze radiative effect was represented by incorporating an idealized aerosol optical profile, with AOD values around 1, derived from the aircraft measurement into the WRF shortwave scheme. We found that the shortwave heating induced by aerosol radiative effects would significantly reduce heavy rainfalls, although its effect on the post-frontal localized thunderstorm precipitation was more diverse. To capture the key factors that determine whether precipitation is enhanced or suppressed, model grids with 24-h precipitation difference between the two scenarios exceeding certain threshold (>30 mm or<-30 mm) were separated into two sets. Analyses of key meteorological variables between the enhanced and suppressed regimes suggested that atmospheric convection was the most important factor that determined whether precipitation was enhanced or suppressed during summertime over North China. The convection was stronger over places with precipitation enhancement over 30 mm. Haze weakened the convection over places with precipitation suppression exceeding 30 mm and caused less water vapor to rise to a higher level and thus further suppressed precipitation. The suppression of precipitation was often accompanied with relatively high convective available potential energy (CAPE), relative humidity (RH) and updraft velocities.

Graphical abstract

Keywords

Haze / Aerosol radiative effects / Convective precipitation

Cite this article

Download citation ▾
Xuying WANG, Bin ZHANG. Modeling radiative effects of haze on summer-time convective precipitation over North China: a case study. Front. Environ. Sci. Eng., 2016, 10(4): 01-01 DOI:10.1007/s11783-016-0840-3

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Tan J H, Duan J C, Chen D H, Wang X H, Guo S J, Bi X H, Sheng G Y, He K B, Fu J M. Chemical characteristics of haze during summer and winter in Guangzhou. Atmospheric Research, 2009, 94(2): 238–245

[2]

Huang K, Zhuang G, Lin Y, Fu J S, Wang Q, Liu T, Zhang R, Jiang Y, Deng C, Fu Q, Hsu N C, Cao B. Typical types and formation mechanisms of haze in an Eastern Asia megacity, Shanghai. Atmospheric Chemistry and Physics, 2012, 12(1): 105–124

[3]

Hansen J, Sato M, Ruedy R. Radiative forcing and climate response. Journal of Geophysical Research: Atmospheres (1984–2012), 1997, 102(D6):6831–6864

[4]

Twomey S. The influence of pollution on the shortwave albedo of clouds. Journal of the Atmospheric Sciences, 1977, 34(7): 1149–1152

[5]

Charlson R J, Pilat MJ. Climate: the influence of aerosols. Journal of Applied Meteorology, 1969, 8(6):1001–1002

[6]

Benas N, Hatzianastassiou N, Matsoukas C, Fotiadi A, Mihalopoulos N, Vardavas I. Aerosol shortwave direct radiative effect and forcing based on MODIS Level 2 data in the Eastern Mediterranean (Crete). Atmospheric Chemistry and Physics, 2011, 11(24): 12647–12662

[7]

Forster P, Ramaswamy V, Artaxo P, Berntsen T, Betts R, Fahey D W, Haywood J, Lean J, Lowe D C, Myhre G, Nganga J, Prinn R, Raga G, Schulz M, van Dorland R. Changes in atmospheric constituents and in radiative forcing. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt K B, Tignor M, Miller H L, eds. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, United Kingdom and New York, NY, USA: Cambridge University Press, 2007

[8]

Chang W Y, Liao H, Wang H J. Climate responses to direct radiative forcing of anthropogenic aerosols, tropospheric ozone, and long-lived greenhouse gases in eastern China over 1951–2000. Advances in Atmospheric Sciences, 2009, 26(4): 748–762

[9]

Ramanathan V, Crutzen P J, Lelieveld J, Mitra A P, Althausen D, Anderson J, Andreae M O, Cantrell W, Cass G R, Chung C E.Indian Ocean experiment: an integrated analysis of the climate forcing and effects of the great Indo—Asian haze. Journal of Geophysical Research: Atmospheres (1984–2012), 2001, 106(D22): 28371–28398

[10]

Wang C.The sensitivity of tropical convective precipitation to the direct radiative forcings of black carbon aerosols emitted from major regions. Annalesgeophysicae: Atmospheres, Hydrospheres and Space Sciences, 2009, 27(10): 3705

[11]

Koren I, Kaufman Y J, Remer L A, Martins J V. Measurement of the effect of Amazon smoke on inhibition of cloud formation. Science, 2004, 303(5662): 1342–1345

[12]

Fan J W, Zhang R Y, Tao W K, Mohr K I. Effects of aerosol optical properties on deep convective clouds and radiative forcing. Journal of Geophysical Research: Atmospheres (1984–2012), 2008, 113(D8): 693–702

[13]

Feingold G, Jiang H L, Harrington J Y. On smoke suppression of clouds in Amazonia. Geophysical Research Letters, 2005, 32(2): 139–181

[14]

Jiang H L, Feingold G. Effect of aerosol on warm convective clouds: aerosol–cloud–surface flux feedbacks in a new coupled large eddy model. Journal of Geophysical Research: Atmospheres (1984–2012), 2006, 111(D1):51–66

[15]

Zhao C, Liu X H, Ruby Leung L, Hagos S. Radiative impact of mineral dust on monsoon precipitation variability over West Africa. Atmospheric Chemistry and Physics, 2011, 11(5): 1879–1893

[16]

Meehl G A, Arblaster J M, Collins W D. Effects of black carbon aerosols on the Indian monsoon. Journal of Climate, 2008, 21(12): 2869–2882

[17]

Menon S, Hansen J, Nazarenko L, Luo Y F. Climate effects of black carbon aerosols in China and India. Science, 2002, 297(5590): 2250–2253

[18]

Zhao C, Liu X H, Leung L R. Impact of the Desert dust on the summer monsoon system over Southwestern North America. Atmospheric Chemistry and Physics, 2012, 12(8): 3717–3731

[19]

Koch D, Del Genio A D. Black carbon semi-direct effects on cloud cover: review and synthesis. Atmospheric Chemistry and Physics, 2010, 10(16): 7685–7696

[20]

Rosenfeld D, Lohmann U, Raga G B, O’Dowd C D, Kulmala M, Fuzzi S, Reissell A, Andreae M O. Flood or drought: how do aerosols affect precipitation? Science, 2008, 321(5894): 1309–1313

[21]

Khain A P, BenMoshe N, Pokrovsky A. Factors determining the impact of aerosols on surface precipitation from clouds: An attempt at classification. Journal of the Atmospheric Sciences, 2008, 65(6): 1721–1748

[22]

Zhang Q, Streets D G, Carmichael G R, He K B, Huo H, Kannari A, Klimont Z, Park I S, Reddy S, Fu J S, Chen D, Duan L, Lei Y, Wang L T, Yao Z L. Asian emissions in 2006 for the NASA INTEX-B mission. Atmospheric Chemistry and Physics, 2009, 9(14): 5131–5153

[23]

Zhang S J, Wu Y, Liu H, Huang R K, Yang L H Z, Li Z H, Fu L X, Hao J M. Real-world fuel consumption and CO2 emissions of urban public buses in Beijing. Applied Energy, 2014, 113(6):1645–1655

[24]

Zhang S J, Wu Y, Hu J N, Huang R K, Zhou Y, Bao X F, Fu L X, Hao J M. Can Euro V heavy-duty diesel engines, diesel hybrid and alternative fuel technologies mitigate NOx emissions? New evidence from on-road tests of buses in China. Applied Energy, 2014, 132(11):118–126

[25]

Grell G A, Peckham S E, Schmitz R, McKeen S A, Frost G, Skamarock W C, Eder B. Fully coupled “online” chemistry within the WRF model. Atmospheric Environment, 2005, 39(37): 6957–6975

[26]

Morrison H, Gettelman A. A new two-moment bulk stratiform cloud microphysics scheme in the community atmosphere model, Version 3 (CAM3). Part I: description and numerical tests. Journal of Climate, 2008, 21(15): 3642–3659

[27]

Zittis G, Hadjinicolaou P, Lelieveld J. Comparison of WRF model physics parameterizations over the MENA-CORDEX domain. American Journal of Climate Change, 2014, 03 (05): 490–511

[28]

Ma J Z, Chen Y, Wang W, Yan P, Liu H, Yang S Y, Hu Z J, Lelieveld J. Strong air pollution causes widespread haze‐clouds over China. Journal of Geophysical Research: Atmospheres (1984–2012), 2010, 115(D18): 311–319

[29]

Yatagai A, Kamiguchi K, Arakawa O, Hamada A, Yasutomi N, Kitoh A. APHRODITE: constructing a long-term daily gridded precipitation dataset for Asia based on a dense network of rain gauges. Bulletin of the American Meteorological Society, 2012, 93(9): 1401–1415

[30]

Huffman G J, Bolvin D T, Nelkin E J, Wolff D B, Adler R F, Gu G J, Hong Y, Bowman K P, Stocker E F. The TRMM multisatellite precipitation analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. Journal of Hydrometeorology, 2007, 8(1): 38–55

[31]

Kain J S, Weiss S J, Levit J J, Baldwin M E, Bright D R. Examination of convection-allowing configurations of the WRF model for the prediction of severe convective weather: The SPC/NSSL Spring Program 2004. Weather and Forecasting, 2006, 21(2): 167–181

[32]

Ntelekos A A, Smith J A, Donner L, Fast J D, Gustafson W I Jr, Chapman E G, Krajewski W F. The effects of aerosols on intense convective precipitation in the northeastern United States. Quarterly Journal of the Royal Meteorological Society, 2009, 135(643): 1367–1391

[33]

Khain A, Rosenfeld D, Pokrovsky A. Aerosol impact on the dynamics and microphysics of deep convective clouds. Quarterly Journal of the Royal Meteorological Society, 2005, 131(611): 2639–2663

[34]

Rosenfeld D. Aerosol-cloud interactions control of earth radiation and latent heat release budgets. Space Science Reviews, 2006, 125(1–4): 149–157

[35]

Tao W K, Chen J P, Li Z Q, Wang C, Zhang C D. Impact of aerosols on convective clouds and precipitation. Reviews of Geophysics, 2012, 50(2): 185–186

RIGHTS & PERMISSIONS

Higher Education Press and Springer-Verlag Berlin Heidelberg

AI Summary AI Mindmap
PDF (1353KB)

2363

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/