GREAT discussion of models from NWS (Dalls-Ft Worth)
Posted by Gianmarc on 9/1/2011, 3:19 pm
Whoa! I checked in to my local weather office to see what they were thinking regarding the future Lee, and found this out-of-the-blue and in-depth discussion of the spaghetti models. Really great stuff here, from today's forecast discussion for the DFW area. Check it out:

DUE TO THE INCREASED USE OF SPAGHETTI PLOTS FOR THE DISTURBANCE IN
THE GULF...I THOUGHT IT WOULD BE OF USE TO PROVIDE A BRIEF DESCRIPTION
OF THE VARIOUS MODELS AND THEIR FORECASTING METHODS. THIS INFORMATION
IS PROVIDED AT LENGTH BELOW.

THERE ARE FOUR TYPES OF MODELS USED...STATISTICAL...STATISTICAL-
DYNAMICAL...DYNAMICAL...AND TRAJECTORY. ENSEMBLE AND CONSENSUS
FORECAST METHODS ARE ALSO USED BUT THESE METHODS USE A COMBINATION
FOUR TYPES OF MODELS LISTED ABOVE.

STATISTICAL MODELS USE FACTORS SUCH AS LOCATION OF THE
STORM...TIME OF YEAR...AND PAST STORM TRACK AND INTENSITY TO MAKE
THEIR FORECASTS. AS SUCH...THEY PROVIDE A HISTORICAL BASELINE FOR
A STORMS TRACK. THE AVERAGE TRACK ERROR FOR THE CLIPER5...THE MOST
WIDELY USED STATISTICAL MODEL...WAS 200 N MI AT 96 HRS. THESE MODELS HAVE
RECENTLY BEEN SURPASSED IN ACCURACY OF TRACK BY DYNAMICAL MODELS.

DYNAMICAL-STATISTICAL MODELS...SUCH AS THE SHIPS AND LGEM...ARE
BASED ON STATISTICAL RELATIONSHIPS BETWEEN CLIMATOLOGY...THE
DYNAMICAL OUTPUT FROM THE GLOBAL MODELS...SUCH AS SEA SURFACE
TEMPERATURES AND VERTICAL WIND SHEAR...AND STORM MOTION AND
INTENSITY. THE SHIPS MODEL IS ONE OF THE MOST RELIABLE TROPICAL
CYCLONE MODELS.

DYNAMICAL MODELS...SUCH AS THE GFS...ECMWF...GEM...AND CMC...ARE
THE MODELS TYPICALLY USED IN EVERYDAY FORECASTING. THERE IS A LONG
LIST OF THESE TYPE OF MODELS AND THEY VARY IN DOMAIN FROM GLOBAL
TO MESOSCALE. THE BEST PERFORMING MODELS IN 2010 WERE THE
ECMWF...GFS..AND UKMET..IN THAT ORDER. ONE THING THAT SHOULD BE
NOTED ABOUT DYNAMICAL MODELS IS THE DIFFERENCE BETWEEN EARLY-TRACK
VERSUS LATE-TRACK MODEL GUIDANCE. LATE-TRACK GUIDANCE IS TYPICALLY
WHAT WE THINK OF WITH COMPUTER MODELS. LATE-TRACK GUIDANCE
INCLUDES THE ENTIRE FORECAST OF A PARTICULAR MODEL RUN. THE EARLY-
TRACK GUIDANCE IS THE FORECAST DATA FROM THE PREVIOUS RUN OF MODEL
IS INTERPOLATED SO THAT THE 6 HOUR FORECAST MATCHES THE OBSERVED
DATA. EARLY-TRACK MODEL RUNS ARE NOT NEW MODEL RUNS. DYNAMICAL
MODEL RUNS USUALLY TAKE THREE TO FOUR HOURS TO COMPLETE. FOR
EXAMPLE...THE EARLY-TRACK 12Z IS NOT A NEW MODEL RUN. THE 12Z RUNS
OF THE GLOBAL MODELS ARE USUALLY AVAILABLE AROUND 16Z WHILE THE
REGIONAL AND MESOSCALE MODELS AROUND 15Z.

TRAJECTORY MODELS...SUCH AS THE BAM...ARE VERY SIMPLE AND MOVE A
TROPICAL CYCLONE BASED ON THE PREVAILING FLOW OUTPUT FROM
DYNAMICAL MODELS. THEY INCLUDE A CORRECTION TERM FOR THE SPIN OF
THE EARTH...KNOWN AS THE VARIABLE BETA...AND ARE SOMETIMES CALLED
BETA-ADVECTION MODELS. IF THE FLOW IS WEAK AND THERE ARE NO MAJOR
SYNOPTIC CHANCES...TROPICAL CYCLONE WILL FOLLOW THESE MODELS
CLOSELY.

ENSEMBLE AND CONSENSUS MODELS USUALLY PROVIDE THE BEST FORECAST.
CONSENSUS MODELS FOR THE TRACK FORECAST BEGIN WITH THE LETTER
T...SUCH AS THE TCON AND TVCN WHILE THE CONSENSUS MODELS FOR THE
INTENSITY BEGIN WITH THE LETTER I...SUCH AS THE ICON AND IVCN.

HOPEFULLY THIS INFORMATION WILL HELP SHED SOME LIGHT ON THE
COMPLEX SPAGHETTI PLOTS. MOST OF THIS INFORMATION WAS FOUND IN TWO
DOCUMENTS PRODUCED BY THE NHC. THESE DOCUMENTS CAN BE FOUND AT
WWW.NHC.NOAA.GOV/VERIFICATION/PDFS/VERIFICATION_2010.PDF AND
WWW.NHC.NOAA.GOV/PDFS/MODEL_SUMMARY_20090724.PDF
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GREAT discussion of models from NWS (Dalls-Ft Worth) - Gianmarc, 9/1/2011, 3:19 pm
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