Wednesday, October 9, 2024 hurricane milton landed. The storm reached the west coast of Florida in the course of the night. This was the strongest tropical cyclone of 2024 thus far.
Right here we discover how AI climate fashions work. Panguweather Predicted Hurricane Milton. Accommodates code snippets that will help you reproduce and prolong my evaluation.
AI climate fashions use previous climate information to foretell right now’s climate.
To generate your personal AI climate forecast, you want a pre-trained climate mannequin and initialization information. each can be found github Through the European Middle for Medium-Vary Climate Forecasts (ECMWF).
What I used was Pre-trained model and initialization data Supplied by the European Middle for Medium-Vary Climate Forecasts to provide worldwide climate forecasts.
comply with me Installation instructions and begin predicting:
ai-models --assets panguweather --input ecmwf-open-data panguweather
The beginning date for my prediction was Tuesday, October eighth at 8:00 AM native time (EDT). It took 1.4 hours to finish on my laptop computer’s CPU. Utilizing GPUs, PanguWeather can present international climate forecasts in minutes.
