Abstract
Abstract. While turbulence is commonly regarded as a flow feature
pertaining to the planetary boundary layer (PBL), intense turbulent mixing
generated by cloud processes also exists above the PBL in the eyewall and
rainbands of a tropical cyclone (TC). The in-cloud turbulence above the PBL
is intimately involved in the development of convective elements in the
eyewall and rainbands and consists of a part of asymmetric eddy forcing for
the evolution of the primary and secondary circulations of a TC. In this
study, we show that the Hurricane Weather Research and Forecasting (HWRF)
model, one of the operational models used for TC prediction, is unable to
generate appropriate sub-grid-scale (SGS) eddy forcing above the PBL due to
a lack of consideration of intense turbulent mixing generated by the eyewall
and rainband clouds. Incorporating an in-cloud turbulent-mixing
parameterization in the vertical turbulent-mixing scheme notably improves
the HWRF model's skills in predicting rapid changes in intensity for several past
major hurricanes. While the analyses show that the SGS eddy forcing above
the PBL is only about one-fifth of the model-resolved eddy forcing, the
simulated TC vortex inner-core structure, secondary overturning circulation,
and the model-resolved eddy forcing exhibit a substantial dependence on the
parameterized SGS eddy processes. The results highlight the importance of
eyewall and rainband SGS eddy forcing to numerical prediction of TC
intensification, including rapid intensification at the current resolution
of operational models.
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24 articles.
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