Abstract

The intensity and structure of simulated tropical cyclones (TCs) are known to be sensitive to the planetary boundary layer (PBL) parameterization in numerical weather prediction models. In this paper, we use an idealized version of the Hurricane Weather Research and Forecast system (HWRF) with constant sea-surface temperature (SST) to examine how the configuration of the PBL scheme used in the operational HWRF affects TC intensity change (including rapid intensification) and structure. The configuration changes explored in this study include disabling non-local vertical mixing, changing the coefficients in the stability functions for momentum and heat, and directly modifying the Prandtl number (Pr), which controls the ratio of momentum to heat and moisture exchange in the PBL. Relative to the control simulation, disabling non-local mixing produced a ~15% larger storm that intensified more gradually, while changing the coefficient values used in the stability functions had little effect. Varying Pr within the PBL had the greatest impact, with the largest Pr (~1.6 versus ~0.8) associated with more rapid intensification (~38 versus 29 m s−1 per day) but a 5–10 m s−1 weaker intensity after the initial period of strengthening. This seemingly paradoxical result is likely due to a decrease in the radius of maximum wind (~15 versus 20 km), but smaller enthalpy fluxes, in simulated storms with larger Pr. These results underscore the importance of measuring the vertical eddy diffusivities of momentum, heat, and moisture under high-wind, open-ocean conditions to reduce uncertainty in Pr in the TC PBL.

Highlights

  • The parameterization of the planetary boundary layer (PBL) in numerical weather prediction models determines how the momentum and enthalpy fluxes from the surface affect the lower atmosphere [1]

  • We we examine examine the the difference difference in in the the air air temperature temperature

  • Intensity and structure to several settings in the Global Forecast System (GFS)-EDMF PBL, which is used in the intensity and structure to several settings in the GFS-EDMF PBL, which is used in the operational Hurricane Weather Research and Forecast system (HWRF)

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Summary

Introduction

The parameterization of the planetary boundary layer (PBL) in numerical weather prediction models determines how the momentum and enthalpy fluxes from the surface affect the lower atmosphere [1]. At the time of publication there were no plans to use this scheme in the operational HWRF. It will not be discussed further here. The GFS-EDMF PBL consists of both local and non-local vertical mixing parameterizations. The first term in brackets in the above equation represents the contribution from the local vertical mixing scheme to the vertical diffusion of X. The local scheme uses K-theory to relate the time tendencies of the prognostic variables to the eddy diffusivity (KX ) and vertical gradient of X. A countergradient term is used to represent the non-local fluxes of heat and momentum [29,30,31]: w0 X 0

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