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Direct/indirect effects of aerosols and their separate contributions to Typhoon Lupit (2009): Eyewall versus peripheral rainbands

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Abstract

As a typhoon approaches the continent, the position where anthropogenic aerosols penetrate, the convection competition between the eyewall and peripheral rainbands, and the separate contributions of direct aerosol-radiation interactions (ARI) and indirect aerosol-cloud interactions (ACI), yield uncertainties in the convection intensification area and hence the typhoon intensity. Typhoon Lupit (2009) was simulated using the Weather Research and Forecasting Model with Chemistry (WRF-Chem) to investigate and isolate the direct and indirect effects of aerosols on the intensity, convection, and precipitation of the typhoon. Three simulations (CTL, CLEAN, and CTLARIOFF) were designed, representing a polluted case (CTL, considering the ingestion of anthropogenic aerosols with ARI and ACI), a clean maritime case (CLEAN, mainly with sea salt aerosols), and a polluted case without aerosol radiative forcing (CTLARIOFF, as per CTL but without ARI). The results showed that anthropogenic aerosols could penetrate into both the peripheral rainbands and the eyewall when the typhoon was approaching the Asian continent. Owing to the representation of the real aerosol scenario, the simulated typhoon intensity weakened and was closer to observed values in the CTL experiment. The ARI dominated over ACI with the opposite effects. Specifically, the ACI mainly enhanced the formation of ice-phase hydrometeors within the upper level of the eyewall with more freezing latent heat releases, leading to an invigoration of eyewall convection. These excess ice-phase particles melted after they descended into the warm layer below the 0°C level, which accelerated the accretion of cloud droplets by raindrops (Pcacr) and hence the mixed phase precipitation process in the eyewall. The dynamic feedback induced by the ACI enhanced the boundary layer inflow and the upper layer outflow, supporting the maintenance of strong eyewall convection and intensification of the typhoon. Inversely, the ARI heated the distant periphery low-level atmosphere at an altitude of 1–2 km by the absorbing polluted aerosols. The heated air, driven by the radial inflow, firstly went through the periphery rainbands of the typhoon and invigorated convection there due to the low-level warming. Then, the enhanced periphery convection inhibited the further transport of warm moist air into the eyewall, resulting in weakening of the eyewall convection and hence typhoon intensity. In sum, for the polluted scenario, as the typhoon approached the continent, ARI played a dominant role over ACI. The WRF-Chem model with full consideration of aerosol-cloud-radiation interactions is advantageous in terms of reliably simulating typhoon intensity and precipitation distribution.

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References

  • Andreae M O, Rosenfeld D, Artaxo P, Costa A A, Frank G P, Longo K M, Silva-Dias M A F. 2004. Smoking rain clouds over the Amazon. Science, 303: 1337–1342

    Article  Google Scholar 

  • Albrecht B A. 1989. Aerosols, cloud microphysics, and fractional cloudiness. Science, 245: 1227–1230

    Article  Google Scholar 

  • Carrio G G, Cotton W R. 2011. Investigations of aerosol impacts on hurricanes: Virtual seeding flights. Atmos Chem Phys, 11: 2557–2567

    Article  Google Scholar 

  • Chapman E G, Gustafson Jr W I, Easter R C, Barnard J C, Ghan S J, Pekour M S, Fast J D. 2009. Coupling aerosol-cloud-radiative processes in the WRF-Chem model: Investigating the radiative impact of elevated point sources. Atmos Chem Phys, 9: 945–964

    Article  Google Scholar 

  • Cotton W R, Krall G M, Carrio G G. 2012. Potential indirect effects of aerosol on tropical cyclone intensity: Convective fluxes and cold-pool activity. Trop Cyclone Res Rev, 1: 293–306

    Google Scholar 

  • Eidhammer T, Barth M C, Petters M D, Wiedinmyer C, Prenni A J. 2014. Aerosol microphysical impact on summertime convective precipitation in the Rocky Mountain region. J Geophys Res-Atmos, 119: 11, 709

    Google Scholar 

  • Fan J, Rosenfeld D, Yang Y, Zhao C, Leung L R, Li Z. 2015. Substantial contribution of anthropogenic air pollution to catastrophic floods in Southwest China. Geophys Res Lett, 42: 6066–6075

    Article  Google Scholar 

  • Fan J, Zhang R, Tao W K, Mohr K I. 2008. Effects of aerosol optical properties on deep convective clouds and radiative forcing. J Geophys Res, 113: D08209

    Google Scholar 

  • Fast J D, Gustafson Jr W I, Easter R C, Zaveri R A, Barnard J C, Chapman E G, Grell G A, Peckham S E. 2006. Evolution of ozone, particulates, and aerosol direct radiative forcing in the vicinity of Houston using a fully coupled meteorology-chemistry-aerosol model. J Geophys Res, 111: D21305

    Article  Google Scholar 

  • Feingold G, Jiang H, Harrington J Y. 2005. On smoke suppression of clouds in Amazonia. Geophys Res Lett, 32: L02804

    Article  Google Scholar 

  • Gong S L, Barrie L A, Blanchet J P. 1997. Modeling sea-salt aerosols in the atmosphere: 1. Model development. J Geophys Res, 102: 3805–3818

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Gustafson Jr W I, Chapman E G, Ghan S J, Easter R C, Fast J D. 2007. Impact on modeled cloud characteristics due to simplified treatment of uniform cloud condensation nuclei during NEAQS 2004. Geophys Res Lett, 34: L19809

    Article  Google Scholar 

  • Herbener S R, van den Heever S C, Carrió G G, Saleeby S M, Cotton W R. 2014. Aerosol indirect effects on idealized tropical cyclone dynamics. J Atmos Sci, 71: 2040–2055

    Article  Google Scholar 

  • Huang X G, Peng X, Fei J, Cheng X, Ding J, Yu D. 2021. Evaluation and error analysis of official tropical cyclone intensity forecasts during 2005–2018 for the western North Pacific. J Meteorol Soc Jpn, 99: 139–163

    Article  Google Scholar 

  • Intergovernmental Panel on Climate Change (IPCC). 2007. Climate Change 2007—The Physical Science Basis: Working Group I Contribution to the Forth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, United Kingdom and New York, NY, USA: Cambridge University Press

    Book  Google Scholar 

  • Jiang B, Huang B, Lin W, Xu S. 2016. Investigation of the effects of anthropogenic pollution on typhoon precipitation and microphysical processes using WRF-Chem. J Atmos Sci, 73: 1593–1610

    Article  Google Scholar 

  • Jiang B, Lin W, Li F, Chen B. 2019. Simulation of the effects of sea-salt aerosols on cloud ice and precipitation of a tropical cyclone. Atmos Sci Lett, 20: e936

    Article  Google Scholar 

  • Krall G M, Cotton W R. 2012. Potential indirect effects of aerosolon tropical cyclone intensity: Convective fluxes and cold-pool activity. Atmos Chem Phys Dis, 12: 351–385

    Google Scholar 

  • Lee D, Sud Y C, Oreopoulos L, Kim K M, Lau W K, Kang I S. 2014. Modeling the influences of aerosols on pre-monsoon circulation and rainfall over Southeast Asia. Atmos Chem Phys, 14: 6853–6866

    Article  Google Scholar 

  • Liu Z, Ming Y, Zhao C, Cheung Lau N, Guo J, Bollasina M, Yim S H L. 2020. Contribution of local and remote anthropogenic aerosols to a record-breaking torrential rainfall event in Guangdong Province, China. Atmos Chem Phys, 20: 223–241

    Article  Google Scholar 

  • Lynn B H, Khain A P, Bao J W, Michelson S A, Yuan T, Kelman G, Rosenfeld D, Shpund J, Benmoshe N. 2015. The sensitivity of hurricane Irene to aerosols and ocean coupling: Simulations with WRF spectral bin microphysics. J Atmos Sci, 73: 467–486

    Article  Google Scholar 

  • Ma Z H, Fei J F, Huang X G. 2019. A definition of rapid weakening for tropical cyclones over the western North Pacific. Geophys Res Lett, 46: 11471–11478

    Article  Google Scholar 

  • Morrison H, Curry J A, Khvorostyanov V I. 2005. A new double-moment microphysics parameterization for application in cloud and climate models, Part I: Description. J Atmos Sci, 62: 1665–1677

    Article  Google Scholar 

  • Morrison H, Thompson G, Tatarskii V. 2009. Impact ofcloud microphysics on the development of trailing stratiform precipitation in a simulated squall line: Comparison of one- and two-moment schemes. Mon Weather Rev, 137: 991–1007

    Article  Google Scholar 

  • Qu Y, Chen B, Ming J, Lynn B H, Yang M J. 2017. Aerosol impacts on the structure, intensity, and precipitation of the landfalling Typhoon Saomai (2006). J Geophys Res-Atmos, 122:11, 825

    Google Scholar 

  • Rosenfeld D, Khain A, Lynn B, Woodley W L. 2007. Simulation of hurricane response to suppression of warm rain by sub-micron aerosols. Atmos Chem Phys, 7: 5647–5674

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Rosenfeld D, Woodley W L, Khain A, Cotton W R, Carrió G, Ginis I, Golden J H. 2012. Aerosol effects on microstructure and intensity of tropical cyclones. Bull Amer Meteorol Soc, 93: 987–1001

    Article  Google Scholar 

  • Rosenfeld D, Andreae M O, Asmi A, Chin M, de Leeuw G, Donovan D P, Kahn R, Kinne S, Kivekäs N, Kulmala M, Lau W, Schmidt K S, Suni T, Wagner T, Wild M, Quaas J. 2014. Global observations of aerosol-cloud-precipitation-climate interactions. Rev Geophys, 52: 750–808

    Article  Google Scholar 

  • Shpund J, Khain A, Rosenfeld D. 2019. Effects of sea spray on the dynamics and microphysics of an idealized tropical cyclone. J Atmos Sci, 76: 2213–2234

    Article  Google Scholar 

  • Tao W K, Chen J P, Li Z, Wang C, Zhang C. 2012. Impact of aerosols on convective clouds and precipitation. Rev Geophys, 50: RG2001

    Article  Google Scholar 

  • Twomey S. 1977. The influence of pollution on the shortwave albedo of clouds. J Atmos Sci, 34: 1149–1152

    Article  Google Scholar 

  • Van Nguyen H, Chen Y L. 2011. High-resolution initialization and simulations of typhoon Morakot (2009). Mon Weather Rev, 139: 1463–1491

    Article  Google Scholar 

  • Wang Y, Lee K H, Lin Y, Levy M, Zhang R. 2014. Distinct effects of anthropogenic aerosols on tropical cyclones. Nat Clim Change, 4: 368–373

    Article  Google Scholar 

  • Xu S S, Lin W S, Sui C H. 2013. The separation of convective and stratiform precipitation regions of simulated Typhoon Chanchu and its sensitivity to the number concentration of cloud droplets. Atmos Res, 122: 229–236

    Article  Google Scholar 

  • Yang Q, Gustafson Jr W I, Fast J D, Wang H, Easter R C, Morrison H, Lee Y N, Chapman E G, Spak S N, Mena-Carrasco M A. 2011. Assessing regional scale predictions of aerosols, marine stratocumulus, and their interactions during VOCALS-REx using WRF-Chem. Atmos Chem Phys, 11: 11951–11975

    Article  Google Scholar 

  • Zeng Q C, Cheng X L, Wu L. 2018. Vertical transport of sea spray and spume droplets in high-wind marine atmospheric boundary layer (in Chinese). Chin J Atmos Sci, 42: 448–462

    Google Scholar 

  • Zhang H, McFarquhar G M, Saleeby S M, Cotton W R. 2007. Impacts of Saharan dust as CCN on the evolution of an idealized tropical cyclone. Geophys Res Lett, 34: L14812

    Article  Google Scholar 

  • Zhang H, McFarquhar G M, Cotton W R, Deng Y. 2009. Direct and indirect impacts of Saharan dust acting as cloud condensation nuclei on tropical cyclone eyewall development. Geophys Res Lett, 36: L06802

    Google Scholar 

  • Zhao C, Liu X, Leung L R, Johnson B, McFarlane S A, Gustafson Jr W I, Fast J D, Easter R. 2010. The spatial distribution ofmineral dust and its shortwave radiative forcing over North Africa: Modeling sensitivities to dust emissions and aerosol size treatments. Atmos Chem Phys, 10: 8821–8838

    Article  Google Scholar 

  • Zhao C, Leung L R, Easter R, Hand J, Avise J. 2013. Characterization of speciated aerosol direct radiative forcing over California. J Geophys Res-Atmos, 118: 2372–2388

    Article  Google Scholar 

  • Zhong S, Qian Y, Zhao C, Leung R, Yang X Q. 2015. A case study of urbanization impact on summer precipitation in the greater Beijing metropolitan area: Urban heat island versus aerosol effects. J Geophys Res-Atmos, 120: 10903–10914

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Natural Science Foundation of China (Grant Nos. 41775017 & 41675058).

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Correspondence to Juli Ding.

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Liang, Z., Ding, J., Fei, J. et al. Direct/indirect effects of aerosols and their separate contributions to Typhoon Lupit (2009): Eyewall versus peripheral rainbands. Sci. China Earth Sci. 64, 2113–2128 (2021). https://doi.org/10.1007/s11430-020-9816-7

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