Hurricane Forecast Reminder: Don't Focus on Single Model Updates

news image
Special Stories
18 Jun 2018 7:32 AM
[GOES 16 full disk image of hurricanes Katia, Irma and Jose captured September 8, 2017. From NOAA] From NWS The sultry summer months along the Gulf Coast and East Coast are a time of volatile weather as warm ocean water fuels storms, some just bringing rain and some growing into fierce tropical storms and hurricanes. The World Meteorological Organization rotates an alphabetical naming system every year to simplify references to tropical storms and hurricanes, but selecting a name is perhaps the simplest task surrounding them, while the more complex challenge lies in predicting where they will go. The oftentimes destructive nature of tropical storms and hurricanes makes it paramount for the National Weather Service’s National Hurricane Center (NHC) to accurately predict the track, intensity, and size of tropical storms and hurricanes, and provide information related to various hazards, such as storm surge, wind, and heavy rainfall. NHC forecasters rely on numerical weather prediction models run on advanced supercomputers to develop their forecasts. Dr. Louis Uccellini, director of the National Weather Service, explains that “numerical modeling itself - the introduction of those models, the continued improvements, the ability to run them in real time - has fundamentally revolutionized weather forecasting and has allowed us to make accurate hurricane forecasts up to five days in advance.” NHC forecasters don’t rely on one single run of a specific computer model to create a forecast. Rather, they’ve found that the best predictions of a hurricane’s future track and intensity are formed based on a multi-model ensemble - grouping several models together. Multi-model ensembles, also called the consensus approach by forecasters, significantly increase forecast accuracy over any individual model by canceling out biases found in individual models. Think of a modeling ensemble as you would a musical ensemble: while each individual instrument is vital, it is the unified whole that accomplishes harmony. [Track model plot, often called spaghetti model plot, from Hurricane Irma from 8 p.m. EDT September 9, 2017.] When forecasting Atlantic hurricanes, the NHC creates a “consensus” forecast from five unique models - each with different initial conditions, physics, and model resolutions - to be used as guidance when making the official forecast. Unfortunately, when a potential hurricane is inciting worry and stress, it is easy to mistake a prediction from one model for a final forecast. On this topic, Dr. Uccellini wants to impress upon the public that “we have a partnership with the international community, we exchange our models, we exchange our model output, we exchange our ensembles. And it’s all of these model runs that our forecasters are using to develop what they believe will be the best forecast, with a higher level of certainty, that allows us to then sit down with the emergency management community and give them not only the options, but what we believe is going to be the best option.” Edited for WeatherNation by Meteorologist Mace Michaels
All Weather News
More
Looking Ahead to the Next Week's Pattern

Looking Ahead to the Next Week's Pattern

After an active week of severe weather in the

11 Jan 2026 3:34 AM
Rounds of Snow Returning to the Midwest

Rounds of Snow Returning to the Midwest

After the last system brought heavy rainfall

11 Jan 2026 3:20 AM
Another Round of Ice and Snow for the Northeast This Weekend

Another Round of Ice and Snow for the Northeast This Weekend

The Northeastern U.S. has been one of the mor

11 Jan 2026 3:15 AM
Temperature Whiplash for the Weekend

Temperature Whiplash for the Weekend

The first days of January have brought many r

11 Jan 2026 3:00 AM
One Year Later: Palisades and Eaton Fires

One Year Later: Palisades and Eaton Fires

It has been one year since the Palisades and

11 Jan 2026 2:05 AM
Severe Threat Has Ended in the South

Severe Threat Has Ended in the South

Outlooks & TimingFriday night and Saturda

10 Jan 2026 8:30 PM
Snow Returns to Ski Country

Snow Returns to Ski Country

It's been a slow start to the ski season for

8 Jan 2026 1:45 AM