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Wintry 1/9-12 Winter Potential Great Dane or Yorkie

The Euro and UKMet show essentially the same solution. Base of the NStream trough digs sort of half-heartedly into OK, then moves due east. It's a sheered out / ugly mess that would make folks in the Northeast vomit.....but that's the kind of crappy look that it takes sometimes in the south to keep it cold enough to put snow on the ground.

The Icon and GFS have more phasing and more precip. The Euro AI is kind of in the middle between the 2 camps, kind of the best of both worlds - more precip than Euro and UKMet, but still cold

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I'd like to see energy round base of the trough and see it go more neutral/negative, to @ILMRoss point with this positive tilt/flatter solution we compromise qpf. But this was an improvement for sure...... haha I haven't had measurable snow in 3 yrs and now I'm getting greedy

QPF has been trending up on these AIFS runs, so hopefully this will continue going forward…still some time to adjust


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I’m scared for tomorrow lol cause today was about the best day of model trending I can remember (as someone who lives near Atlanta)
The fight to get snow on the ground from Atlanta to Raleigh is real. The more west to east or ENE slider is the best way to do it. Keeps those nasty warm temps from thumping back to the northwest. Glad that the GFS/GEFS combo is the amped and warmer camp and not the EPS / Euro AI camp - the latter 2 are better scoring / more believable
 
bouncy - is this Euro Graphcast or GFS Graphcast run off Euro data?
This is the Euro/ECMWF GraphCast.

Google Deepmind created GraphCast using ECMWF data in the paper and in the original training/fine-tuning. ECMWF started running it 2x per day last year.. eventually NCEP started running GraphCast using GFS initial conditions as initialization and called it GFS-GraphCast. I believe the current version that NCEP runs is even fine-tuned for GFS initial conditions. ECMWF runs ECMWF-GraphCast 2x per day and their own Ai model (AIFS) 4x per day. AIFS is based on GraphCast but is a bit more complex (and more accurate).

It doesn't matter a ton because the AI models only use the initial conditions. It's like a "starting point" for the model, and it generates the remainder of the forecast. So the only difference is the hour 0 GFS vs hour 0 ECMWF.. both of which use similar observations networks.
 
This is the Euro/ECMWF GraphCast.

Google Deepmind created GraphCast using ECMWF data in the paper and in the original training/fine-tuning. ECMWF started running it 2x per day last year.. eventually NCEP started running GraphCast using GFS initial conditions as initialization and called it GFS-GraphCast. I believe the current version that NCEP runs is even fine-tuned for GFS initial conditions. ECMWF runs ECMWF-GraphCast 2x per day and their own Ai model (AIFS) 4x per day. AIFS is based on GraphCast but is a bit more complex (and more accurate).

It doesn't matter a ton because the AI models only use the initial conditions. It's like a "starting point" for the model, and it generates the remainder of the forecast. So the only difference is the hour 0 GFS vs hour 0 ECMWF.. both of which use similar observations networks.

What are the snow totals on that


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The Euro has been steady as a rock during its past several runs. It continues the positive modeling mojo during the past 24 hours or so and things are looking good. I woke up and couldn't get back to sleep so I thought I'd see what happened. I'm going back to bed and hopefully when I wake tomorrow these positive model runs will continue and not just to be a dream when this storm gets here.
 
In the latest RDU discussion they mentioned that a better idea of what will probably happen when the energy that will be our storm arrives on the west coast tonight or early Wednesday morning. Then it can be sampled and included in the model data. RDU seems fairly certain that precipitation will begin as snow Friday night and from there it remains to be seen if and how long the CAD damming will hold out.
 
Models are looking great, yes. Things are trending in the right direction and the window for big deviations is starting to close ..

I just can’t shake the feeling that this will turn out like so many other threats, with the r/s line ending up like 50 miles north of model projections.::
 
Models are looking great, yes. Things are trending in the right direction and the window for big deviations is starting to close ..

I just can’t shake the feeling that this will turn out like so many other threats, with the r/s line ending up like 50 miles north of model projections.::

I’m in Dallas as well. If it looks close I’m going to snag a hotel a little farther north. Calhoun, Ringgold, Blue Ridge, Chattanooga, Huntsville…
 
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