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View GFS weather model forecast map image for Precipitation Type, Rate in Continental US on pivotalweather.com.

Model charts of important weather models. Global models: EMCWF, ICON, GFS, UKMO, ACCESS-G, GEM. Local models: HRRR, NAM, ICON-D2, EURO4, Swiss HD and many more.

May 4-10 is Hurricane Preparedness Week Be Weather-Ready This Spring Changes to NWS Heat Headlines

Real-time weather model forecast graphics

In this guide, explore different types of weather forecast models, understand why forecasts can vary, and discover the most accurate forecast models available today.

Numerical Weather Prediction (NWP) data are the most familiar form of weather model data. NWP computer models process current weather observations to forecast future weather.

Numerical weather prediction (NWP) uses mathematical models of the atmosphere and oceans to predict the weather based on current weather conditions. Though first attempted in the 1920s, it was not until the advent of computer simulation in the 1950s that numerical weather predictions produced realistic results.

Dr. Jacob Radford (GSL/CIRA) has done an outstanding job creating a comprehensive series of Google Colab notebooks that enable users to run Artificial Intelligence (AI) Weather Prediction (AIWP) models using free resources. The flagship notebook, Running_AIWP.ipynb - Colab, provides an in-depth overview of AIWP models, including how to assess forecast accuracy …

Ensemble prediction is a relatively new tool for operational forecasting that allows for more rapid and scientifically based comparisons of multiple model forecasts.

Apr 14, 2025 · Weather forecasts powered by artificial intelligence are usually more accurate — and require less computational energy and fewer human hours — than conventional predictions. But questions remain about A.I. systems’ reliability …