Microsoft released an open-source tool to forecast the weather two to six weeks ahead
Microsoft released an open-source tool that uses machine learning to forecast the weather two to six weeks ahead. According to the company, it delivers higher accuracy over this time frame. The research results were published in the journal Nature.
Microsoft released a tool that uses machine learning to forecast the weather two to six weeks ahead as open-source software. The results of the related research were published in the journal Nature.
According to the article, the reliability of both traditional physics-based forecasts and newer AI models usually declines beyond two weeks. According to Microsoft, the new method enables more accurate forecasts two to six weeks ahead, which could help farmers and emergency services plan with greater confidence. The higher accuracy is a claim made by researchers at the company.
Why it matters
Forecasts two to six weeks ahead can inform the planning of agricultural work and preparations by emergency services. The practical benefit depends on whether the claimed accuracy holds under their conditions; releasing the software allows the tool to be examined and tested.
Two audiences, two different impacts
What this means
For individuals
Those interested in developing forecasting tools can work with the released open-source software for forecasts two to six weeks ahead.
For a business
For agricultural businesses and emergency services, the claimed improvement could mean more reliable information for planning several weeks ahead. This benefit is currently based on claims by Microsoft.
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Event sources
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