Long range forecasts: 3 to 10 days into the future

The trick to using long range forecasts is to know when there is or isn't skill ▾ in the forecast for your location.

The latest 10 day MSC GDPS model forecast is shown below in 6 hour steps. Cold air is blue/purple, warm air is yellow/orange. The blue sprinkles indicate precipitation. Storms grow where warm and cold air approach each other to form a stronger jet stream (where the coloured bands are tightly packed) and particularly in southwest flow.

Here are six forecasts for the same time today but made 7 to 10 days ago - chaos?
These were made in the last 3 days - order!

These forecasts for today were produced every 12 hours over the last 10 days. If the forecasts were perfect they would all be identical - All 20 forecasts

Here are the latest forecasts valid near midday for Canada on each of the next 9 or 10 days:
Tue28/Day1  Wed29/Day2  Thu30/Day3  Fri31/Day4  Sat01/Day5  Sun02/Day6  Mon03/Day7  
Tue04/Day8  Wed05/Day9  Thu06/Day10  

Location is important. If you are located away from the jet stream then you will likely have a better forecast for further into the future.

The above illustrates the problem and for day-to-day use we also have map charts of precipitation averaged over many slightly different models (an "ensemble") on the EC/MSC website.


All frames are valid for the same time: 2025/10/28 12:00 UTC.
"ISSUED": the forecast issue time followed by the valid time (eg. "+120HR" indicates a 120 hour/5 day forecast).
Reset the animation to Current GDPS 10 day forecast.
first stop last slower faster   total-cloud
basemap for Canada GDPS 500 millibar geopotential height 240 hour forecast chart for Canada based on 2025/10/18 1200Z data GDPS total cloud 240 hour forecast chart for Canada based on 2025/10/18 1200Z data GDPS precipitation 240 hour forecast chart for Canada based on 2025/10/18 1200Z data GDPS 500 millibar geopotential height 228 hour forecast chart for Canada based on 2025/10/19 0000Z data GDPS total cloud 228 hour forecast chart for Canada based on 2025/10/19 0000Z data GDPS precipitation 228 hour forecast chart for Canada based on 2025/10/19 0000Z data GDPS 500 millibar geopotential height 216 hour forecast chart for Canada based on 2025/10/19 1200Z data GDPS total cloud 216 hour forecast chart for Canada based on 2025/10/19 1200Z data GDPS precipitation 216 hour forecast chart for Canada based on 2025/10/19 1200Z data GDPS 500 millibar geopotential height 204 hour forecast chart for Canada based on 2025/10/20 0000Z data GDPS total cloud 204 hour forecast chart for Canada based on 2025/10/20 0000Z data GDPS precipitation 204 hour forecast chart for Canada based on 2025/10/20 0000Z data GDPS 500 millibar geopotential height 192 hour forecast chart for Canada based on 2025/10/20 1200Z data GDPS total cloud 192 hour forecast chart for Canada based on 2025/10/20 1200Z data GDPS precipitation 192 hour forecast chart for Canada based on 2025/10/20 1200Z data GDPS 500 millibar geopotential height 180 hour forecast chart for Canada based on 2025/10/21 0000Z data GDPS total cloud 180 hour forecast chart for Canada based on 2025/10/21 0000Z data GDPS precipitation 180 hour forecast chart for Canada based on 2025/10/21 0000Z data
GDPS 500 millibar geopotential height 240 hour forecast chart for Canada based on 2025/10/18 1200Z data GDPS total cloud 240 hour forecast chart for Canada based on 2025/10/18 1200Z data GDPS precipitation 240 hour forecast chart for Canada based on 2025/10/18 1200Z data basemap for Canada
ISSUED: 20251018-1200 +240HR
VALID: 2025/10/28 12:00 UTC
GDPS 500 millibar geopotential height 228 hour forecast chart for Canada based on 2025/10/19 0000Z data GDPS total cloud 228 hour forecast chart for Canada based on 2025/10/19 0000Z data GDPS precipitation 228 hour forecast chart for Canada based on 2025/10/19 0000Z data basemap for Canada
ISSUED: 20251019-0000 +228HR
VALID: 2025/10/28 12:00 UTC
GDPS 500 millibar geopotential height 216 hour forecast chart for Canada based on 2025/10/19 1200Z data GDPS total cloud 216 hour forecast chart for Canada based on 2025/10/19 1200Z data GDPS precipitation 216 hour forecast chart for Canada based on 2025/10/19 1200Z data basemap for Canada
ISSUED: 20251019-1200 +216HR
VALID: 2025/10/28 12:00 UTC
GDPS 500 millibar geopotential height 204 hour forecast chart for Canada based on 2025/10/20 0000Z data GDPS total cloud 204 hour forecast chart for Canada based on 2025/10/20 0000Z data GDPS precipitation 204 hour forecast chart for Canada based on 2025/10/20 0000Z data basemap for Canada
ISSUED: 20251020-0000 +204HR
VALID: 2025/10/28 12:00 UTC
GDPS 500 millibar geopotential height 192 hour forecast chart for Canada based on 2025/10/20 1200Z data GDPS total cloud 192 hour forecast chart for Canada based on 2025/10/20 1200Z data GDPS precipitation 192 hour forecast chart for Canada based on 2025/10/20 1200Z data basemap for Canada
ISSUED: 20251020-1200 +192HR
VALID: 2025/10/28 12:00 UTC
GDPS 500 millibar geopotential height 180 hour forecast chart for Canada based on 2025/10/21 0000Z data GDPS total cloud 180 hour forecast chart for Canada based on 2025/10/21 0000Z data GDPS precipitation 180 hour forecast chart for Canada based on 2025/10/21 0000Z data basemap for Canada
ISSUED: 20251021-0000 +180HR
VALID: 2025/10/28 12:00 UTC
FAQ DIY Forecast About Contact Terms of use Data sources