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Subject: F2) What are those track and intensity models that the Atlantic
forecasters are talking about in the hurricane and tropical storm Discussions?
Contributed by Sim Aberson
A variety of hurricane track forecast models are run operationally
for the Atlantic hurricane basin:
- The basic model that is used as a "no-skill" forecast to compare
other models against is CLIPER (CLImatology and PERsistence),
which is a multiple regression statistical model that best
utilizes the persistence of the current motion and also
incorporates climatological track information
(Aberson 1998). Surprisingly, CLIPER was difficult
to beat with numerical model forecasts until the 1980s.
- The Beta and Advection Model (BAM), follows a
trajectory in the pressure-weighted vertically-averaged
horizontal wind from the Aviation model beginning at the
current storm location, with a correction that accounts for the
beta effect (Marks 1992).
Three versions of this model, one with a shallow-layer (BAMS),
one with a medium-layer (BAMM), and one with a deep-layer
(BAMD), are run. BAMS runs using the 850-700 mb layer, BAMM
with the 850-400 mb layer, and BAMD with the 850-200 mb layer.
The deep-layer version was run operationally for primary
synoptic times in 1989; all three versions have been run four
times per day since 1990.
- A barotropic hurricane track forecast model LBAR, for
Limited-Area Barotropic Model, is being run operationally
every 6 hours.
- The NOAA Global Forecast System (GFS), formerly known
as the Aviation and MRF models
(Lord 1993) has been used for track forecasting since
the 1992 hurricane season. An ensemble of low-resolution runs
is available four times daily.
- A triply-nested movable mesh primitive equation model developed at
the Geophysical Fluid Dynamics Laboratory
(Bender et al 1993), known as the GFDL model,
has provided forecasts since the 1992 hurricane season. One version
(GFDL0 uses GFS fields for boundary conditions; a second version
(GFDN) uses NOGAPS fields for boundary conditions.
- A doubly-nested movable mesh primitive equation non-hydrostatic
model known as H-WRF (for the Hurricane Weather Research and
Forecast Model), has provided forecasts since 2006. It uses GFS
fields for boundary conditions.
- The United Kingdom Meterological Office's global model
(UKMET) is utilized for forecasting the tracks of tropical
cyclones around the world (Radford
1994). NHC starting receiving these operationally in 1996.
- The United States Navy Operational Global Atmospheric
Prediction Systems (NOGAPS) is also a global numerical model
that shows skill in forecasting tropical cyclone track
(Fiorino et al. 1993). This
model was also first received operationally at the National
Hurricane Center during 1996. An ensemble of low-resolution runs is
available twice daily.
- The Canadian Meteorological Center's Global Model (CMC)
provides forecasts twice per day. An ensemble of low-resolution
runs is available twice daily.
- The European Centre for Medium-Range Weather Forecasts's
Global Model (ECMWF) provides forecasts twice per day. It has
proven to be the best model for track forecasting, and is the highest
resolution global model available. An ensemble of low-resolution
runs is available twice daily.
- The Japanese Meteorological Agency's (JMA) Global Spectral
Model provides forecasts, both in high-resolution deterministic
runs and low-resolution ensemble runs.
Various types of consensus models (ensemble means) are available from
these models
Despite the variety of hurricane track forecast models, there are
only a few models that forecast intensity change for the Atlantic
basin:
- Similar to the CLIPER track model, the SHIFOR
(Statistical Hurricane Intensity Forecast model) is
used as a "no-skill" intensity change forecast. It is a
multiple regression statistical model that best utilizes the
persistence of the intensity trends and also incorporates
climatological intensity change information
(Jarvinen and Neumann 1979). SHIFOR has been
difficult to exceed until recent years.
- A statistical-synoptic model, SHIPS (Statistical
Hurricane Intensity Prediction Scheme ), has been available
since the mid-1990s (DeMaria and Kaplan
1994). It takes current and forecasted information on the
synoptic scale on the sea surface temperatures, vertical shear, moist
stability, etc. with an optimal combination of the trends in the cyclone
intensity.
- The GFDL and H-WRF models, described above in the track
forecasting models, also issue forecasts of intensity change.
- A statistical scheme for estimating the probability of rapid
intensification has been developed
(Kaplan and DeMaria 2002) and is now being used operationally.
The RI scheme employs synoptic and persistence information from
the SHIPS model to estimate the probability of rapid intensification
(24 h increase in maximum wind of 35 mph or greater) every 6 hours.
Information on the performance of these models is available after each
season here.
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