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First Legit Storm Potential of the Season Upon Us


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Just now, WinterWolf said:

Could that IVT be a precursor to a jump west next cycle by the NAM? Almost like not knowing where to put the low..so that’s the intermediate solution?

It doesn’t have to mean that, but it’s often a good sign in that if we get the vort a little better, we’d prob see a fast bump west on main precip shield. You get the IVT because while the thermal gradient is being shunted too far east (usually because WCB is too weak), we’re getting good dPVA which wants to drop the pressure at the sfc. The goal is get that to line up witn the thermal gradient and then we’d be in sync. 

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1 hour ago, dendrite said:

I’d rather compare the upper levels rather than QPF. It seems like they throw QPF further back than you would expect from the shortwave, but sometimes as you get close the shortwaves trend more amplified. So are the AIs sometimes right for the wrong reasons?

Agree, could be both at play

AIs are fuzzy/probabilistic at H5 (potentially a weakness or a strength depending on context), but here's a comparison of 12z runs today, for Monday 0z timepoint...

AIGFS does have significantly better tilt that could be responsible for northwest extent of QPF... and it also seems to have an overdone spread of QPF (also to eastern extent) in comparison to legacy GFS:

1835666352_12zAIvs.legacyGFSforJan182026.jpg.69feb1abb5d8a7925fc06835f3f37209.jpg

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8 minutes ago, ORH_wxman said:

It doesn’t have to mean that, but it’s often a good sign in that if we get the vort a little better, we’d prob see a fast bump west on main precip shield. You get the IVT because while the thermal gradient is being shunted too far east (usually because WCB is too weak), we’re getting good dPVA which wants to drop the pressure at the sfc. The goal is get that to line up witn the thermal gradient and then we’d be in sync. 

If we can get that vort better this would take off...and hell maybe the AIs are really out that prospect. But even looking at the GFS and how the we get a developing jet stream lifting poleward...you get quicker pressure falls at the sfc and the low to pop right along or near the Carolina coast, this thing probably tracks close to the benchmark. It might be a big ask but it really isn't far off from being a reality. 

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2 hours ago, Typhoon Tip said:

wait, what did i do ? 

wait first of all, we don't know precisely how ... and by defacto 'what' these AI (apparent marketing gimmicks <_<)  are doing.  so how can we be sure about 20 or 30 years ago anyway? 

that's I pointed this out yesterday..  there's been no prospecti made easy to find - if at all - that answers the questions that everybody should be asking but no one is!  jesus... degradation of virtuosity and method on both side.   whereby any kind of advantages and disadvantages, circumstantially; basic modeling 101 stuff that has to be considered.   confidence intervals... methodologies.  nothing.   we can't say jack shit about them. 

I'm hugely displeased at deployment and anyone that uses them .... man, caveat emptor

I think the biggest issue with the AI models is that we/they call them AI models.  They are just using a different way of processing the data.  This isn't an endorsement or indictment of these models, but, I am a firm believer that hardware and software engineering has progressed enough since the first numerical models were developed that augmenting them with training data and neural processing, things that weren't available a decade ago, seems like a worthwhile endeavor.

We had AI before chatbots became mainstream and it was called "machine learning", and the newer models are much closer to that than having a conversation with ChatGPT and it suggesting you kill yourself because you may not get 6" of snow again until the year 2028.

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