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Tropical cyclone wind radii estimation utilizing an
empirical inland wind decay model
Principle Investigator:
John Kaplan (HRD)
Collaborating Scientists ::
Mark DeMaria (NOAA/NESDIS/ORA)
Jason Dunion (HRD)
Nicholas Carrasco (CIMAS/HRD)
Methodology
The National Hurricane Center (NHC) is required to issue forecasts of
the radii of 34, 50, and 64 kt winds for tropical cyclones every 6 hours
as part of their forecast/advisory package. The goal of this NOAA Joint
Hurricane Testbed project was to utilize the Kaplan and DeMaria decay model
(Kaplan and DeMaria 1995, 2001) to provide guidance that could be used to
help make such wind radii and maximum wind forecasts for systems that
make landfall during the forecast period. The Kaplan and DeMaria decay
model is currently used in the SHIPS model (DeMaria et. al 2005) to
predict the post-landfall decrease in maximum sustained wind speed near
the storm center and by the Federal Emergency Management Agency (FEMA) to
estimate the maximum potential wind speeds that might be experienced at
inland locations. The decay model can also be utilized to provide a
2-dimensional post-landfall wind field (Kaplan and DeMaria 1995) and this
is the application that is being employed to obtain the wind radii
estimates in this study.
A significant goal of this project was to devise methodology that
would make it possible to run the decay model utilizing the official NHC
track, intensity, and storm structure forecasts. The use of the official
NHC forecast is important since while there are other objective models
that provide guidance on both storm size and intensity, none provide
guidance that is entirely consistent with the official NHC track and
intensity forecast. This is an important issue for landfalling systems
since Kaplan and DeMaria (1995, 2001) have shown that the post-landfall
decay of a tropical cyclone is proportional to both the intensity at
landfall and the length of time that a system spends over land. Thus,
both the intensity and the timing of landfall are crucial factors that
help determine the changes in post-landfall wind structure. In year 1
of the project the decay model was converted from an interactive to an
automated model that could be run directly using input from the ATCF
file. In the second year of the project, a revised version of the decay model
(DeMaria et al. 2006) that improves the prediction for systems that
traverse islands and peninsulas was tested.
The revised version of the original Kaplan/DeMaria decay model
(Kaplan and DeMaria 1995, 2001) that better handles tropical cyclones
that traverse islands and peninsulas (DeMaria et al. 2006) was tested in
real-time during the 2006 hurricane season as part of the NOAA Joint
Hurricane Testbed. Implementation of the updated version of the model
required significant modifications to the code that was employed to run
the original version. Specifically, a wind field on a cylindrical grid
with an1100 km radius and 2.5 km radial and 15 deg. azimuthal spacing was
generated every hour along the NHC forecast track. The shape of the wind
field was determined every hour by fitting the NHC official forecasted
storm structure, intensity, and storm speed along the forecast track
using a modified Rankine vortex. The wind field on the cylindrical grid was
then decayed for time periods when the storm was over land using the
updated version of the decay model. For time periods when the storm moved
back over water, the trend in the official NHC intensity forecast was
employed to adjust the decayed wind field. The resultant wind field
was then sampled at desired time intervals to obtain estimates of the
maximum wind and the radius of 34, 50, and 64 kt winds.
Results
Since the updated decay model was not available for real-time testing
until the middle of the 2006 hurricane season, the model was verified for
an independent sample of landfalling Atlantic and E. Pacific basin
hurricanes. Figure 1 shows the errors between the National Hurricane
Center best track maximum wind and 64, 50 and 34 kt wind radii estimates
and those from the decay model for the 11 hurricanes that made landfall
in the Atlantic and E. Pacific basin during the period from 2004 -2006.
For comparison, the errors between the NHC best track maximum wind and
wind radii estimates and those from the GFDL, AVNO and NGPS models are
also depicted. The errors were obtained by comparing the model and NHC
best track estimates for initial (t=0 h) forecast times that were within
12 h of landfall. Errors were computed every 6 h until each system
either dissipated or became extratropical. The figure shows that the
maximum and wind radii estimates obtained using the new version of the
decay model were generally in better agreement with the NHC best track
estimates than both the old version of the decay model and the other
numerical guidance for this sample. The lone exception was the 34 kt wind
radii for which the AVNO model estimates were in better agreement.
FY06-07 Achievements
- Finalized the software routines that are required to run the decay model
in real-time
- Developed code to run an updated version of the Kaplan/DeMaria decay
model to obtain real-time estimates of the maximum wind and
the radii of 64,50 and 34 kt winds
- Ran the updated version of the decay model in real-time during the 2006
hurricane season
- Evaluated decay model performance on an independent sample of 11
hurricanes that made landfall in the Atlantic and E. Pacific basins
during the 2004-2006 hurricane seasons
- Presented decay model results at the 61st Interdeparmental Hurricane
Conference
FY07-08 Milestones
- Test the decay model in real-time during the 2007 and 2008 Atlantic and E.
Pacific hurricane seasons
- Evaluate decay model performance for suitable landfalling storms
Key References:
DeMaria, M., J. A. Knaff, and J. Kaplan, 2006: On the decay of tropical
cyclone winds crossing narrow landmasses., J. Appl. Meteor. and Clim.,
45, 491-499.
Kaplan, J. , and M. DeMaria, 1995: A simple empirical model for predicting the
decay of tropical cyclone winds after landfall. J. Appl. Meteor., 34, 2499-2512.
Kaplan, J., and M. DeMaria, 2001: On the decay of tropical cyclone winds after
landfall in the New England region. J. Appl. Meteor., 40, 280-286.
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Last modified: 5/4/2007
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