SEMI-INTELLIGENT USE OF THE
ETA MODEL - Part 2
Why models have forecast
problems
INTELLIGENT USE OF THE MODEL
REQUIRES THAT THE FORECASTER
The performance
characteristics of the eta have changed dramatically during the past year.
32-km terrain
DESPITE ITS RECENT
PROBLEMS, THE ETA IS STILL USUALLY
BETTER THAN THE AVN OR NGM FORECASTING PRECIPITATION OVER COMPLEX
TERRAIN DURING WINTER IN A ZONAL PATTERN.
Eta Model Physics
EXPLICIT CLOUD PREDICTION
SCHEME (large scale)
The BMJ Convective Scheme
More about the BMJ scheme
The BMJ scheme
THE ETA OFTEN FORECASTS TOO
MUCH RAINFALL NEAR THE GULF AND SOUTHEAST COASTS BECAUSE OF THE PROBLEMS WITH
THE WAY THE ETA HANDLES THE LAND-SEA INTERFACE
FOR ANY MODEL, ALWAYS BEWARE OF THE 1ST GUESS
WHAT HAPPENED?
A POOR INITIAL ANALYSIS CAN
PRODUCE HUGE FORECAST ERRORS
IN THE PAST, ETA MODEL HAS
HAD PROBLEMS PREDICTING THE STABILITY.
PROBLEM IS OFTEN TIED TO THE 1ST GUESS
WHEN HIGH SOIL MOISTURE IS
PRESENT, OR WHEN THE MODEL FIRST GUESS THINKS THE SOIL MOISTURE IS HIGH,
WHEN LOW SOIL MOISURE IS
PRESENT DURING SUMMER OVER THE HIGH PLAINS, ESPECIALLY WEST TX, THE FORECAST
CAPE IS TOO LOW
WHEN SOIL MOISTURE IS LOW IN
SUMMER IN THE PLAINS, THE SURFACE DEWPOINT IS TOO LOW AND THE TEMPERATURE IS
TOO HIGH
Forecast -Vs- Observed Best
Cape
Spring 96
MORE ON ETA PERFORMANCE
ETA AND STORM TRACKS
COMMON ETA ERROR ALONG EAST
COAST
NOTE THAT THE ETA SURFACE
LOW IS A LITTLE WEST OF ITS 500 MB CENTER.
THE NGM HAS A MUCH BETTER FIT TO THE 500 MB PATTERN.
THE LOW VERIFIES A LITTLE
NORTH AND EAST OF THE NGM. REMEMBER,
THE NGM IS TYPICALLY TOO SLOW WITH LOWS ALONG THE COAST.
When the NGM and AVN sheared
500 troughs approaching the east coast in 1999, the eta often amplified the
trough and overdeepened the surface low. An example:
The Eta predicted a major
east coast snowstorm. The NGM and AVN predicted light snow at best
HOW THE MODEL VERIFIED. NO MAJOR SNOWSTORM DEVELOPED.
LOWS TO THE LEE OF THE
ROCKIES
28 ETA model runs were
evaluated during the period from 00Z March 30-12 Z April 13. During the entire period the mean 500h
pattern was similar to the one shown below.
As the upper trough digs
into the west the ETA did not dig the shortwaves strongly enough once the
trough reached the ca coast. Note how much lower the heights are across NV and
CA.
The eta underplays the
second shortwave diving into the mean trough and overplays the first one.
The eta was generally too
fast and far southeast with the 500h low over the Plains with 120 meter errors
over MO and IA. This can have a very
serious impact on frontal speed and on the position of the low level
convergence and resulting convection.
The Eta surface low and
associated fronts can also be affected.
The slower eastward movement of the ridge axis may allowed for the flow
along the east to be more northwesterly which allowed the surface boundary to sink
farther to the south
Why models have problems
with arctic airmasses
THE NGM AND AVN/MRF HAVE
SERIOUS PROBLEMS WITH ARCTIC AIRMASSES.
WHEN USING MODELS, PATTERN
RECOGNITION REMAINS IMPORTANT!
DO THE FORECASTS LOOK
CONSISTENT WITH WHAT YOU SEE IN THE PACIFIC? CHECK SSMI DATA
OVERLAYING MODEL OUTPUT WITH
SSMI IMAGERY CAN GIVE YOU A GOOD IDEA OF THE MOISTURE THAT WILL BE FEEDING INTO
THE WEST COAST. THE MODEL OUTPUT LOOKS
REASONABLE
THE MODEL’S TERRAIN IS
AVERAGED OVER THE GRID BOX SO THE SLOPE OF THE TERRAIN IS USUALLY NOT STEEP
ENOUGH
THINGS TO REMEMBER ABOUT
MODEL QPFS IN COMPLEX TERRAIN DURING WINTER
WHAT ADJUSTMENTS ARE NEEDED
TO THIS 24 HR QPF
WITH STRONG VERY MOIST
SOUTHWESTERLY FLOW AT 850 AND 700 MB NOTE HOW CLOSELY THE PRECIPITATION
CONFORMS TO THE TERRAIN
IF THE MODEL IS SO DRY
DURING THE SUMMER IN THE PLAINS, HOW DO I USE IT?
BOUNDARY LAYER WIND AND
TEMPERATURE FORECAST V.T. 00Z 18 JULY
A STRONG LOW LEVEL JET IS
PRESENT WITH LOTS OF MOISTURE. THIS IS
A TYPICAL MADDOX TYPE SET UP.
OOZ 18 JULY FORECASTS OF
IS THIS A GOOD QPF? DO YOU
THINK THE RAINFALL IS ORIENTED CORRECTLY
HOW DID YOU DO?
VERIFYING PRECIPITATION
MODEL BIAS AND THREAT SCORE
Slide 52
Regional ETA verification
using model grid (80 km)
Regional ETA verification
using model grid (80 km)
Regional ETA verification
using model grid (80 km)
Regional ETA verification
using model grid (80 km)
ETA .50” OR MORE PERFORMANCE
DURING WARM SEASON
ETA PERFORMANCE FOR .50 OR
GREATER AMOUNTS APR 96-NOV 97
PRIOR TO THE CHANGES LAST
SUMMER, THE ETA MODEL WAS BEST
IN CONCLUSION