Satellite view of Hurricane Lane on Aug. 21.
(Cooperative Institute for Meteorological Satellite Studies)
(Cooperative Institute for Meteorological Satellite Studies)
From WashingtonPost by Jason Samenow
It’s well established that the European weather model, on average, produces the most accurate weather forecasts in the world.
For years, the American model, run by the National Weather Service, has ranked third-best.
The also-ran status of the American model, known as the Global Forecast System (GFS), has caught the attention of Congress, which has appropriated money to the Weather Service to improve our nation’s weather modeling on multiple occasions.
In addition, the Trump administration has stated that building the best prediction model in the world is a “top priority.”
[Trump administration official says it’s a ‘top priority’ to improve U.S. weather forecasting model]
A new analysis of model performance during Hurricane Lane, which unloaded historic amounts of rain on Hawaii’s Big Island, shows that the Weather Service may be making progress.
The Weather Service has developed a new version of the GFS, known as the FV3 (which stands for Finite Volume Cubed-Sphere dynamical core), which it touts as “its next-generation global prediction system.”
While still considered experimental, the FV3 produced the most consistently accurate forecasts of Lane’s track.
Second only to Katrina in damage cost, Harvey hit the Texas coast as expected.
It stalled for four days, dumped over 60 inches of rain and caused severe flooding
Despite warnings that Maria would hit Puerto Rico, emergency responders were not prepared.
The entire island lost power, clean water and cell service
Five days before hitting Florida, models showed Irma going east.
As it veered west, so too did evacuation orders.
All told, a third of Floridians were mandated to leave
We obtained a Weather Service chart displaying the track errors for each of the models at different points in time.
Track errors tend to be large for forecasts of the storm’s position several days into the future but grow smaller with time.
(National Weather Service)
NOAA's Geophysical Fluid Dynamics Laboratory (GFDL) Research Team leader, Shian-Jiann Lin, Ph.D, is behind the new FV3-powered GFDL model.
The GFDL model is designed to improve the global weather forecast model by enhancing short-term forecasts and long-term climate prediction.
For more information about the GFDL model and how it will improve the Global Forecast System
(NOAA)
The FV3 produced the most accurate forecasts (or smallest track errors) made four (96 hours) and five (120 hours) days into the future, and was neck and neck with the European model and National Hurricane Center forecasts within 72 hours.
The European model, which is run by the European Center for Medium-Range Weather Forecasts in Reading, United Kingdom, had large errors in its forecasts four and five days out but exhibited the skill it is known for within 72 hours as the top performer.
The U.K. Met model, which is the second-most-accurate model in the world and is run by the U.K. Met Office in Exeter, trailed the performance of the European, Hurricane Center and FV3 model forecasts at all times.
National Weather Service
The current, operational version of the American GFS model had just about the worst forecast performance at every step.
The related American HWRF model, which is a specialized model for hurricanes, also performed poorly, ranking second to last.
Some of its input data come from the GFS, which explains why both models performed comparably poor.
Although the FV3’s results were very promising for Hurricane Lane, they reflect just one very limited case.
To be convinced that this new modeling system might close the gap with the European model, we will need to see such performance repeated storm after storm and in everyday weather situations, from the tropics to the poles.
The target date for the FV3 to become operational is late 2019.
Links :
- WP : Surprise! The American weather model had the best forecasts for Hurricane Florence
- Time : The U.S. Desperately Needs a Better Way to Predict Storms. One Scientist Might Have the Solution
- MNN : How well can we predict a hurricane's punch?
- CityLab : MapLab: To Track a Hurricane
- NOAA GFDL 13-km fvGFS 10 day forecast / FV3 presentation / In-depth description of FV3
- Model Evaluation Group’s evaluation of FV3 GFS
- Compare GFS and FV3 GFS to each other is here
- Weather : Public information statement / FV3: The Next Step for NOAA’s Global Forecast Modeling
- ECMWF : Variable-resolution weather and climate modeling with GFDL FV3
- YouTube : An In-Depth Look at FV3 by Shian Jiann Lin
- GeoGarage blog : NOAA to develop new global weather model / The weather master / Taming oceans of data with new visualization ... / Comparing forecast models for Irma / How forecast models can lead to bad forecasts
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