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Microsoft's Aurora system offers global 10-day weather and 5-day air pollution (CO 2, NO, NO 2, SO 2, O 3, and particulates) forecasts with claimed accuracy similar to physics-based models, but at orders-of-magnitude lower cost. Aurora was trained on more than a million hours of data from six weather/climate models.
The mathematical model is run four times a day, and produces forecasts for up to 16 days in advance, but with decreased spatial resolution after 10 days. The forecast skill generally decreases with time (as with any numerical weather prediction model) and for longer term forecasts, only the larger scales retain significant accuracy.
Over the past three decades ECMWF's wide-ranging programme of research has played a major role in developing such assimilation and modelling systems. This improves the accuracy and reliability of weather forecasting by about a day per decade, so that a seven-day forecast now (2015) is as accurate as a three-day forecast was four decades ago (1975).
Get the Whitewater, KS local weather forecast by the hour and the next 10 days.
Here's what the weather forecast shows for Punxsutawney Phil's prediction for Groundhog Day on Sunday morning. Fox Weather 8 days ago How accurate are Punxsutawney Phil's Groundhog Day predictions?
Get the Moses Lake, WA local weather forecast by the hour and the next 10 days.
Along with the NWS's Global Forecast System (GFS), which runs out to 16 days, the ECMWF's Integrated Forecast System (IFS), which runs out 10 days, the US Naval Research Laboratory Navy Global Environmental Model (NAVGEM), which runs out eight days, the UK Met Office's Unified Model, which runs out to seven days, and Deutscher Wetterdienst's ...
AccuWeather Forecast Center, 2007. AccuWeather provides weather forecasts, warnings, and a handful of other weather-related services. The company is best known for the eponymous website, app, and TV channel. Their brand is marketed as being more accurate than competitors, as is implied by their name, however there is mixed scientific research ...