Prediction of Landfalling Hurricanes with the Advanced Hurricane WRF Model

Abstract Real-time forecasts of five landfalling Atlantic hurricanes during 2005 using the Advanced Research Weather Research and Forecasting (WRF) (ARW) Model at grid spacings of 12 and 4 km revealed performance generally competitive with, and occasionally superior to, other operational forecasts for storm position and intensity. Recurring errors include 1) excessive intensification prior to landfall, 2) insufficient momentum exchange with the surface, and 3) inability to capture rapid intensification when observed. To address these errors several augmentations of the basic community model have been designed and tested as part of what is termed the Advanced Hurricane WRF (AHW) model. Based on sensitivity simulations of Katrina, the inner-core structure, particularly the size of the eye, was found to be sensitive to model resolution and surface momentum exchange. The forecast of rapid intensification and the structure of convective bands in Katrina were not significantly improved until the grid spacing ap...

[1]  Paul J. Roebber,et al.  Short-Range (0–48 h) Numerical Prediction of Convective Occurrence, Mode, and Location , 2003 .

[2]  Tong Zhu,et al.  Numerical Simulation of Hurricane Bonnie (1998). Part II: Sensitivity to Varying Cloud Microphysical Processes , 2006 .

[3]  Jun A. Zhang,et al.  Air-sea exchange in hurricanes : Synthesis of observations from the coupled boundary layer air-sea transfer experiment , 2007 .

[4]  Prediction of tropical cyclone track forecast error for Hurricanes Katrina, Rita, and Wilma , 2006 .

[5]  Da‐Lin Zhang,et al.  A Multiscale Numerical Study of Hurricane Andrew (1992). Part VI: Small-Scale Inner-Core Structures and Wind Streaks , 2004 .

[6]  Jordan G. Powers,et al.  A Description of the Advanced Research WRF Version 2 , 2005 .

[7]  H. Pan,et al.  Nonlocal Boundary Layer Vertical Diffusion in a Medium-Range Forecast Model , 1996 .

[8]  Yubao Liu,et al.  A Multiscale Numerical Study of Hurricane Andrew (1992). Part I: Explicit Simulation and Verification , 1997 .

[9]  Frederick E. Boland,et al.  Analysis of Urban-Rural Canopy Using a Surface Heat Flux/Temperature Model , 1978 .

[10]  John F. Gamache,et al.  Low-Wavenumber Structure and Evolution of the Hurricane Inner Core Observed by Airborne Dual-Doppler Radar , 2000 .

[11]  J. Dudhia,et al.  Factors Affecting the Evolution of Hurricane Erin (2001) and the Distributions of Hydrometeors: Role of Microphysical Processes , 2006 .

[12]  Thomas A. Guinn,et al.  Polygonal Eyewalls, Asymmetric Eye Contraction, and Potential Vorticity Mixing in Hurricanes , 1999 .

[13]  Wayne H. Schubert,et al.  Mesovortices, Polygonal Flow Patterns, and Rapid Pressure Falls in Hurricane-Like Vortices , 2001 .

[14]  Stephen J. Lord,et al.  Role of a Parameterized Ice-Phase Microphysics in an Axisymmetric, Nonhydrostatic Tropical Cyclone Model , 1984 .

[15]  Michael M. Bell,et al.  Hurricane Isabel (2003): New Insights into the Physics of Intense Storms. Part I. Mean Vortex Structure and Maximum Intensity Estimates , 2006 .

[16]  M. M. R. Wong,et al.  Tropical Cyclone Intensity in Vertical Wind Shear , 2004 .

[17]  Tong Zhu,et al.  Numerical Simulation of Hurricane Bonnie (1998). Part I: Eyewall Evolution and Intensity Changes , 2004 .

[18]  C. Paulson The Mathematical Representation of Wind Speed and Temperature Profiles in the Unstable Atmospheric Surface Layer , 1970 .

[19]  J. Bao,et al.  Sensitivity of Numerical Simulations to Parameterizations of Roughness for Surface Heat Fluxes at High Winds over the Sea , 2002 .

[20]  J. Wyngaard,et al.  The Atmospheric Boundary Layer , 2019, Wind Effects on Structures.

[21]  Frank D. Marks,et al.  Landfalling Tropical Cyclones: Forecast Problems and Associated Research Opportunities. , 1998 .

[22]  Teruo Muramatsu The Structure of Polygonal Eye of a Typhoon , 1986 .

[23]  W. Large,et al.  Open Ocean Momentum Flux Measurements in Moderate to Strong Winds , 1981 .

[24]  B. M. Lewis,et al.  Polygonal Eye Walls and Rainbands in Hurricanes , 1982 .

[25]  H. Charnock Wind stress on a water surface , 1955 .

[26]  David S. Nolan,et al.  Nonhydrostatic, Three-Dimensional Perturbations to Balanced, Hurricane-like Vortices. Part I: Linearized Formulation, Stability, and Evolution , 2002 .

[27]  J. Price,et al.  Upper Ocean Response to a Hurricane , 1981 .

[28]  Jimy Dudhia,et al.  The Weather Research and Forecast Model: software architecture and performance [presentation] , 2005 .

[29]  T. Krishnamurti,et al.  The Hurricane Intensity Issue , 2005 .

[30]  Shuyi S. Chen Overview of RAINEX Modeling of 2005 Hurricanes , 2006 .

[31]  Raymond T. Pollard,et al.  The deepening of the wind-Mixed layer , 1973 .

[32]  J. Done,et al.  The next generation of NWP: explicit forecasts of convection using the weather research and forecasting (WRF) model , 2004 .

[33]  Nicolas Reul,et al.  On the limiting aerodynamic roughness of the ocean in very strong winds , 2004 .

[34]  J. Kossin,et al.  Mesovortices in Hurricane Isabel , 2004 .

[35]  Shuyi S. Chen,et al.  The CBLAST-Hurricane program and the next-generation fully coupled atmosphere–wave–ocean models for hurricane research and prediction , 2007 .

[36]  Steven E. Koch,et al.  THE USE OF SIMULATED RADAR REFLECTIVITY FIELDS IN THE DIAGNOSIS OF MESOSCALE PHENOMENA FROM HIGH-RESOLUTION WRF MODEL FORECASTS , 2005 .

[37]  E. K. Webb Profile relationships: The log‐linear range, and extension to strong stability , 1970 .

[38]  Scott A. Braun,et al.  Sensitivity of High-Resolution Simulations of Hurricane Bob (1991) to Planetary Boundary Layer Parameterizations , 2000 .

[39]  K. Emanuel Sensitivity of Tropical Cyclones to Surface Exchange Coefficients and a Revised Steady-State Model incorporating Eye Dynamics , 1995 .

[40]  J. Dudhia,et al.  A Revised Approach to Ice Microphysical Processes for the Bulk Parameterization of Clouds and Precipitation , 2004 .

[41]  Yuqing Wang,et al.  Vortex Rossby Waves in a Numerically Simulated Tropical Cyclone. Part II: The Role in Tropical Cyclone Structure and Intensity Changes* , 2002 .

[42]  Russell L. Elsberry Achievement of USWRP Hurricane Landfall Research Goal. , 2005 .

[43]  Remko Scharroo,et al.  Satellite altimetry and the intensification of Hurricane Katrina , 2005 .

[44]  G. Powers,et al.  A Description of the Advanced Research WRF Version 3 , 2008 .

[45]  H. Kuo,et al.  A Possible Mechanism for the Eye Rotation of Typhoon Herb , 1999 .

[46]  Christopher G. DesAutels,et al.  Environmental Control of Tropical Cyclone Intensity , 2004 .

[47]  Song‐You Hong,et al.  Improvement of the K-profile Model for the Planetary Boundary Layer based on Large Eddy Simulation Data , 2003 .