Weather 101: What Are Computer Models?
Some popular questions I get from time to time have to do with
computer models. You may have heard of the GFS, the WRF, the GFDL, the
HWRF, the NOGAPS, the UKMET, the ECMWF, the CMC, and more but what are
they and which one is 'better' than the others?
First off, what are computer models? Computer models are simulated
forecasts of what a computer thinks the weather will be like over a
period of time. Think of them as simulations.
Each computer model will forecast weather for a different amount of
time, based on the data it ingests, the mathematical equations that
the computer running these forecasts needs to process, and the amount
of detail or resolution that is required to run the forecast. Some
computer models, such as the Global Forecast System (GFS) run
forecasts out to 16 days while other models, such as the Rapid Update
Cycle (RUC) will only run for 12 hours.
Here is a brief tutorial on what models are out there, how long they
forecast for, and how often they update. These only cover the major
'free' computer models that one can access through a bevy of sites,
including the models page here at Phillyweather.net which provides a
number of different computer forecast model links.
MODEL Stands For How often/day How many hours Best used
RUC Rapid Update Cycle Hourly 12 Nowcasting / current weather
SREF Short Range Ensemble Forecast 4 times daily
(03, 09, 15, 21Z) 87 Short term
WRF Weather Research and Forecast 4 times daily
(00, 06, 12, 18z) 84 Short term
UKMET United Kingdom Meteorological 2 times daily 120 Comparison
forecasting to other models
GEM (Canadian) Global Environmental Multiscale 2 times daily 144
Comparison forecasting to other models
EURO European Model 2 times daily 240 Weather pattern analysis
GFS Global Forecast System 4 times daily 384 Weather pattern
analysis/comparison forecasting
NOGAPS Navy Operational Global Atmospheric Prediction System 2 times
daily 144 Comparison forecasting to other models
Some other computer models that are not included here are the GFDL
which is a hurricane model that is run based off of GFS input, the NAM
(which has been effectively replaced by the WRF), and the MM5 which is
a mesoscale model run in several different formats.
These computer models ingest observation data (temperature, wind
direction and speed, humidity, pressure, and more) from the surface
and the upper atmosphere and the supercomputers that these forecast
models run from will generate forecasts a certain number of times per
day, with two or four times being the most common number of times
these forecasts are generated.
Whenever a storm is close at hand, some of the shorter range computer
models are more useful. The RUC, which runs hourly, is useful to
determine possible precipitation trends with storms. It is a higher
resolution model and is only intended to forecast for 12 hours as its
main purpose is to serve as a nowcasting tool. By the way,
"nowcasting" is defined as short range forecasting that can utilize
primarily radar, satellite, and surface observations in forecasting.
The RUC is a useful side tool but should not be relied upon solely for
a nowcast. The WRF model is another solid type of short-term model and
can sometimes spot a change in 'forecasted' track for a storm before
the GFS or other computer models do.
Regarding long range forecasts, some forecast models are better than
others. For instance, the EURO and GFS are better at spotting mid and
upper level atmospheric pattern changes than the NOGAPS or the Global
models are. However, these other models can spot occasional storms
before the GFS or EURO catch on to seeing them. In forecasting, you
will typically see meteorologists rely upon the GFS or EURO for
midrange and longer range forecasts as these computer models typically
perform the best at seeing what changes can take place in the
atmosphere.
Meteorologists use the different computer models out there and can
make a forecast based partially on the forecasts these computer models
make. However, the computer models are only guidance into what could
happen and it is important to note that accuracy can sometimes vary
widely. That's why good meteorologists will rely upon other tools such
as surface observations in other parts of the country and climatology
(past performance in similar situations) to come up with a forecast.
Technorati Tags: Weather 101, computer models, long range forecasting,
weather patterns
written by Tom @ 6:22 PM |
Stepping Up The Ladder
Weather in Philadelphia started out cool this week but as everyone and
their brother has told you the temperatures are on their way up.
Today's high of 79 in Philadelphia was the warmest in a few days and
we should see temperatures continue to warm up through Saturday. I'm
forecasting temperatures in the 80's for the next 3 days with the
potential for upper 80's on Saturday here in Philadelphia. This could
be a week long stretch of warmth here in Philadelphia as temperatures
could be 80 or above through next Wednesday.
The culprit? A weak and somewhat zonal jet stream that is situated far
to our north. With the lack of blocking in the upper level pattern we
will continue to see high pressure ridges to our south and the main
storm track from the Midwest through Eastern Canada. This high
pressure ridge is an extension of the same stubborn Bermuda high that
has kept our weather dry for the majority of the last several weeks
here in the Delaware Valley.
Technorati Tags: weather patterns, warmth
written by Tom @ 6:03 PM |
Septembr 20th, 2007 Forecast
Here is what we saw today:
...and here is what we will see tomorrow:
If you look real close to the top of the picture, you will see a
cloud. Thursday will quite likely be a carbon copy of today with
almost completely clear skies and tons and tons of sunshine. As high
pressure continues to move off of the coast we will see temperatures
climb for the next few days, with a frontal boundary coming through on
Saturday to 'cool' us off from the mid and upper 80's on Saturday into
the lower 80's on Sunday. Temperatures at night will also moderate
over the next few days, from the mid and upper 50's tonight to the mid
60's on Friday night as warmer air will have made its way into the
region.
Weather and Business Do Mix: CNBC had Paul Walsh of Storm Exchange on
during Squawk on the Street earlier today. He was discussing "Fall
Weather Risk" and he asserted that 30% of the market was subject to
weather related risk.
It's Not Just Here: People in the Pacific Northwest complain about the
weather, too.
Hoping for Cold: Buffalo is hoping that it will be cold on New Years
Day so they can play hockey at outdoor Ralph Wilson Stadium against
Pittsburgh.
Technorati Tags: daily forecast, CNBC, business, NHL Outdoor Hockey,
Buffalo
written by Tom @ 5:41 PM |
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