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February 2026 Medium/ Long Range Discussion: Buckle Up!


Weather Will
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and were back.............................till the dr says no

I put more stock into the GFS Ai vs the OP so this gives me a little hope. Been saying since yesterday this is a pretty simple setup. Could all go to crap, but I feel pretty confident with this.

18z gfs backed up the western ridge, I bet it shows a strong event
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Verification scores coming in for ai-gfs and its ensembles, ai is doing better than their dynamic counterparts. But that’s not saying much. I’d say its middle of the pack on par with op euro and geps, with ai euro leading the pack. 

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1 minute ago, T. August said:

It precipitates for like 48 hours with no panel getting over .1” lol. Yeah technically it is indeed half an inch of liquid.

That seems to be an AI thing. I've been noticing that on a number of both AI runs.

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15 minutes ago, T. August said:

It precipitates for like 48 hours with no panel getting over .1” lol. Yeah technically it is indeed half an inch of liquid.

       AI models don't do particularly well with QPF.    They get a general shape of the field but struggle to resolve amounts and detail.    I'd focus far more on 500 heights and SLP.

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51 minutes ago, stormtracker said:

Where's the precip map?

Well, lets just say that isn't even close to perfect for the MA. He gets over excited anytime he sees a piece of digging vorticity, regardless of its orientation or location, or whether its sharp or a lobe that wont do anything at the surface.

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3 minutes ago, CAPE said:

Well, lets just say that isn't even close to perfect for the MA. He gets over excited anytime he sees a piece of digging vorticity, regardless of its orientation or location, or whether its sharp or a lobe that wont do anything at the surface.

Not being critical but asking, would you want an intense lobe back about 200 miles over KY/ TN moving eastward?

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I don't look at the AI models very often, and I don't think I am missing anything very insightful most of the time. Mostly seems like a desperation thing when the physics based models aren't advertising what we want. They aren't quite there yet.

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3 hours ago, Fozz said:

That’s because 2013-14 (especially early on) was very frustrating for the immediate metros while those who live N/W kept getting buried.

Hmmm, I don’t remember it like that and I lived right on 95. I remember it being freezing cold and constant overperforming storms and nonstop tracking. The big storm in February was the only disappointing part because areas NW got almost two feet of snow while I got maybe a foot that compacted and melted to like four inches by the end of the storm.

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I don't look at the AI models very often, and I don't think I am missing anything very insightful most of the time. Mostly seems like a desperation thing when the physics based models aren't advertising what we want. They aren't quite there yet.

Might be overdoing the praise for the AIFS in some cases but its pretty darn compelling, imo. At least equal to the EURO in terms of midrange synoptics.
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1 hour ago, high risk said:

       AI models don't do particularly well with QPF.    They get a general shape of the field but struggle to resolve amounts and detail.    I'd focus far more on 500 heights and SLP.

 

34 minutes ago, mitchnick said:

So AI jumps north from 12z with Wednesday threat and the plays the disappearing act with the 4-6" event it had for next weekend.

So much for the notion of AI being consistent. 

AIFS has done particularly well with verification on the lower end of QPF distribution (<= 0.25") and has a good indication of the coverage within those bounds. It still struggles with higher QPF allotments, especially anything with convective backgrounds. Might get the areal extent of the "where" right, but magnitude is going to struggle. This has been the case for the past few years of evaluations. Totally agree with the SLP and 5H outputs being the areas it does the best with. I have noticed it tends to waver outside the D5 window, which is the case with next weeks system as well, but it will slowly move and hold firm between the D3-5 window before usually settling within the bounds of a solution. Atmospheric complexities are still prevalent within the grand scheme and the AI models will still be subject to variability at leads due to the complex variables at hand. They are a useful tool and one that helps aid in medium and short range forecasting. 

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