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Wintry Machine Learning Mauler 1/30-2/1

The improvements in the ICON solution were apparent at 72 hours. I intended to post this at the time, but the wife happened.

Note the NE TPV retrograding to the NW from earlier runs, leaving breathing room for the Rockies SW to light off a GOM LP/Miller A.

Just a little more of this, and the whole board will be ecstatic. Too much more of this, and the Gulf states will be enjoying a rainstorm.

HUge changes over just the past two days.

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The ceiling is high even for western sections of the current precip shield I would think. The way models have this thing wrapping up and deepening. Keep that where it’s at and slow it down 6-12 hours and it’s a snow machine kind of look
Doesn't hurt to have -10 to -15C 850's either.
 
This was ICON from day 5-6 out for this past weekends event...it did fairly well.

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It highest resolution of all physics models.
My mouth is watering seeing these pivot gifs at 5h. And on top of that, the column is an icebox top down, high ratios.
Gonna be Fred Sanford gif week in the banter thread.
 
It continues to trend in the right direction though. But at face value, it's cold. 850s of -10 with surface temps in the upper 20s/near 30 for ne ga/upstate.

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I’ve seen enough of these to know where that 850 line wants to run. Me thinks we got a lot of tweaking left to do. Unless it’s goint to just plain whiff. But I think that’s the lower odds outcome right now
 
For GA: The 12Z Icon purely upper level driven (based on sfc low then in unfavorable location offshore of the Carolinas moving away) snow of this magnitude in the NE half of GA would be very highly anomalous, especially down this way. If I get the time, I’ll search for an analog.

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When a model shows an extreme solution out a few days or more, I don’t bet on it verifying closely. This has a 522 H5 over SAV, which would tie with the historic 1/19/77 522 H5 that brought snow to Miami for the lowest H5 at SAV since at least 1948: so, very likely overdone

Icon for 10PM Sat. night 1/31:
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H5 for 12Z 1/19/1977: see upper right
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Regardless of what it shows now, look for NW trends away from this.
 
GFS trends past few runs...its tough to even take GFS seriously this far out

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Gosh its bad. I've still been using it for my temp forecasts but I have been completely ignoring it if isn't in line with Euro/NBM/AIFS beyond day 3 or 4. Looks like 12z is a hit though

Side note, EPS stamps looked like a decent amount of tracks are still on the table with this one
 
The Miller A low has been sitting off of the North Carolina coast for nine hours at this point and is starting to deepen. The trough is a little too far east for the western parts of NC/SC to get much of anything but if this were to come to pass, the eastern parts of NC would get hammered. Reminder: this is the GFS at more than five days.screenshot-1769443932597.png
 
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