Abstract
Convective storms represent the main weather threats on Singapore where the amount of water discharged frequently turns into flash floods. Moreover forecasting is a challenging task in this tropical region due to the high instability state of the atmosphere. Therefore Numerical Weather Prediction (NWP) represents an essential tool in flood mitigation. Yet identifying the ideal configuration and parameterization of a NWP model is a milestone to reach accurate forecast. This paper presents the results of a sensitivity analysis of the turbulence and convective schemes of the Weather Research and Forecasting (WRF) model in the framework of Singapore weather forecasting.
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References
Kerkhoven, E., Gan, T.Y., Shiiba, M., Reuter, G., Takana, K.: A comparison of cumulus parameterization schemes in a numerical weather prediction model for a monsoon rainfall event. Hydrol. Process 20, 1961–1978 (2006)
Vaidya, S.S.: The performance of two convective parameterization schemes in a mesoscale model over the Indian region. Meteor. Atmos. Phys. 92, 175–190 (2006)
Ratnam, V.J., Cox, E.A.: Simulation of monsoon depressions using MM5: sensitivity to cumulus parameterization schemes. Meteor. Atmos. Phys. 93, 53–78 (2006)
Das, S., Mohanty, U.C., Sharma, O.P.: Study of Kuo-type cumulus parameterization during different epochs of the Asian summer monsoon. Mon. Wea. Rev. 116, 715–729 (1988)
Anthes, R.A.: A cumulus parameterization scheme utilizing a one-dimensional cloud model. Mon. Wea. Rev. 105, 270–286 (1977)
Juneng, L., Tangang, F.T., Reason, C.J.: Numerical case study of an extreme rainfall event during over the east coast Peninsular Malaysia. Meteorol. Atmos. Phys. 98, 81–98 (2007)
Salimun, E., Tangang, F.T., Juneng, L.: Simulation of heavy precipitation episode over eastern Peninsular Malaysia using MM5: sensitivity to cumulus parameterization schemes. Meteor. Atmos. Phys. 107, 33–49 (2010)
Betts, A.K., Miller, M.J.: A new convective adjustment scheme. Part II: single column test using GATE wave, BOMEX, ATEX, and Arctic air mass data sets. Q. J. R. Meteorol. Soc. 112, 693–709 (1986)
Kain, J.S.: The Kain–Fritsch Convective Parameterization: An Update. Journal of Applied Meteorology 43(1), 170–181 (2004)
Johnson, R.H., Houze, R.A.: Precipitating systems of the Asian monsoon. In: Chang, C.P., Krishnamurti, T.N. (eds.) Monsoon Meteorology. Oxford University Press, New York (1987)
Weather Research and Forecasting ARW Version 3 Modeling System User Guide. In: Mesoscale and Microscale Meteorology Division. National Center for Atmospheric Research (2011)
Janjic, Z.I.: The step-mountain eta coordinate model: further developments of the convection, viscous sublayer and turbulence closure schemes. Mon. Wea. Rev. 122, 927–945 (1994)
Grell, G.A., Devenyi, D.: A generalized approach to parameterizing convection combining ensemble and data assimilation techniques. Geophys. Res. Lett. 29(14), 1693 (2002)
Arakawa, A., Schubert, W.H.: Interaction of a cumulus cloud ensemble with the large scale environment. Part I. J. Atmos. Sci. 31, 674–701 (1974)
Tiedtke, M.: A comprehensive massflux scheme for cumulus parameterization in large scale models. Mon. Wea. Rev. 117, 1779–1800 (1989)
Hong, S.-Y., Pan, H.-L.: Convective Trigger Function for a Mass-Flux Cumulus Parameterization Scheme. Mon. Wea. Rev. 126, 2599–2620 (1998)
Kain, J.S., Fritsch, J.M.: A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization. J. Atmos. Sci. 47(23), 2784–2802 (1990)
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Jolivet, S., Chane-Ming, F. (2014). WRF Modelling of Turbulence Triggering Convective Thunderstorms over Singapore. In: Deville, M., Estivalezes, JL., Gleize, V., Lê, TH., Terracol, M., Vincent, S. (eds) Turbulence and Interactions. Notes on Numerical Fluid Mechanics and Multidisciplinary Design, vol 125. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-43489-5_14
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DOI: https://doi.org/10.1007/978-3-662-43489-5_14
Publisher Name: Springer, Berlin, Heidelberg
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