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Canada to Launch AI-Powered Hybrid Weather Forecasting Model

Environment and Climate Change Canada will roll out a new hybrid weather forecasting model this spring that combines artificial intelligence with traditional meteorological methods, a move aimed at improving forecast accuracy and giving Canadians earlier warning of severe weather. 

Announced Thursday, the system blends AI-driven analysis with the department’s long-standing physics-based models, allowing forecasters to better account for local conditions such as wind, temperature and precipitation, said a federal release. 

The combined approach will strengthen the reliability of forecasts while enhancing the tools available to meteorologists, the release added. 

The initiative comes as Canada faces increasingly frequent and severe climate-related events, including wildfires, floods and extreme heat. Improved forecasting is expected to enhance emergency readiness and public safety, particularly for weather-sensitive sectors such as agriculture and transportation.  

The hybrid model is expected to deliver more accurate predictions across all timeframes, from short-term outlooks to longer-range forecasts. Notably, Environment Canada said that using the new system will make its six-day forecast as accurate as the current five-day forecast, marking a significant leap in performance that traditionally would have taken years of research to achieve. 

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Minister Heath MacDonald launches consultations on agricultural policy framework

Video: Minister Heath MacDonald launches consultations on agricultural policy framework


Federal Agriculture Minister Heath MacDonald speaks with reporters in Ottawa following the launch of public consultations on the government’s next agricultural policy framework.

Also speaking are Sophie Chatel (parliamentary secretary to the agriculture minister), Yasir Naqvi (MP for Ottawa Centre), Kerry-Leigh Burchill (director general of the Canada Agriculture and Food Museum), and Keith Currie (president of the Canadian Federation of Agriculture).