Wednesday, November 12, 2014

November 25-29 Potentially Significant Winter Storm

We are beginning to nail down how this potentially significant winter storm may evolve across the country in the days surrounding Thanksgiving.
For my humor and your reading pleasure, I've divided this post into multiple sections, each concerning a different timeframe of this storm.

I. The Instigator 

Let's begin with a refresher on how this potential has come about.

OPC
On the morning of November 8th, we saw the remnants of Typhoon Nuri reach peak strength via Ocean Prediction Center observation. As the chart shows here, the massive storm bottomed out at 924 millibars. This means the storm, located at about 170E and 55N, didn't break the record for strongest extratropical cyclone on record, but it certainly came close.
Why do we care about this storm? The Bering Sea Rule states that a strong storm that hits the Bering Sea can produce a consequential storm in the United States about 17-21 days later. This is the same for high pressure in the Bering Sea. You probably get what I'm getting at here with this observed strong storm in the Bering Sea, so let's keep reading...

NWS
The graphic above, produced by the National Weather Service in Alaska, shows the observed mean sea level pressure of the storm at that 924mb reading, while the NWS office measured it at 930mb on the chart on the left, where strongest extratropical cyclones in the North Pacific are depicted. For multiple reasons, including the possibility that past storms may have been stronger than that 924mb reading, this storm was not declared the strongest on record in the North Pacific. Despite this, it's quite clear this storm was a historically-strong one, relative to storms in the last 60 or so years.

NOAA
Purely for comparison purposes, the team at KOPN Weather identified a strong storm in the Bering Sea on April 7th, 2011, bottoming out at 936mb, that was about 10 degrees W of where this very strong storm was observed yesterday in the Bering Sea. If you recall what happened about 2-3 weeks after the date of April 7th, we saw a certain tornado outbreak strike the South US, devastating thousands across the country, and causing millions on millions of dollars of damage. If we look at where the resultant storm ended up in mid-late April, utilizing the Bering Sea Rule, we find the storm situated in the Ohio Valley.

WPC
Now, keeping in mind that this sort of correlation is a tough one to use at best, not to mention all the caveats associated with long range forecasting, we could theoretically juxtapose the remnants of Typhoon Nuri and this storm in the Bering Sea on April 7th to get an idea of where the consequential storm in the US may end up. Recalling that the storm in 2011 in the Bering Sea was at about 180 degrees longitude, and almost the exact same latitude as the one observed in the last day or two, we find the remnants of Nuri placed about 10 degrees west of that 2011 storm. If we take the location of that storm system in late April (pictured above) and move it west, like the remnants of Nuri were west of that 2011 Bering Sea storm, we end up with a map like this:

WPC
Continuing this correlation, just to see what would happen, we notice that the remnants of Typhoon Nuri are moving eastward (a bit northeast in the process) in the Bering Sea right now, slowly at that. If this storm somehow does end up in that potential location outlined above, and if enough cold air is available (this will be discussed later), a significant winter weather event may strike the Central Plains, Midwest, Great Lakes, and Ohio Valley. Similarly, if the correlation works out, a severe weather event may strike the South US. Confidence remains low, but the potential for this correlation to verify is on the rise.

II. The Japan Connection

Now that we know where this potential is coming from, let's start to use it to our advantage, in the form of the Typhoon Rule (click here for explanation on the rule).

Tropical Tidbits
The image above shows the ECMWF model's forecast of 500mb geopotential height anomalies over the West Pacific. Here, cool colors denote stormy and cold weather, while warm colors depict mild and generally quiet weather. If we take a look at this forecast graphic, valid on November 17th, we find a rather strong trough/storm system pushing eastward into Japan. We can see this trough by the depression of height contours, and associated blue shadings. As this trough pushes through Japan, it looks to close off, a phrase used to describe when those contour lines literally close off and make a circle, indicating a closed low. Until then, we see this negatively-tilted trough hitting Japan around the 17th and 18th. Extrapolating that out using the Typhoon Rule, we find the potential for a storm hitting the US around November 23rd to 28th, oddly enough right around that timeframe that we saw with the intense Bering Sea low.

Tropical Tidbits
Moving on to the next graphic, we find the GFS-Parallel model forecast for November 17th, again forecasting 500mb height anomalies. The GFS-Parallel is not the same as the regular GFS; this Parallel model is the new, enhanced version of the current GFS model, which is set to be 'retired' in the next few months, where the new GFS will take its place. Among new corrections are bias fixes and increased accuracy, etc. The difference from the ECMWF model to this GFS-Parallel forecast is the Parallel model closes off this trough a bit quicker than the ECMWF, as that circular contour line over Japan shows. At this point, it's not so much a question of if this storm will strike Asia, so much as it is what strength will it be and when will it close off. Regardless, the ECMWF and GFS-Parallel both support this storm threat.

Tropical Tidbits
To add in a bit of diversity, let's check out the ECMWF ensemble mean 500mb height anomaly forecast for November 18th. In this image, we see the average of all 52 - yes, as in fifty two separate ensemble members - forecasts favoring a non-closed trough over Japan. This is a bit surprising, as the guidance we went over above has this trough closing off over Japan or just after it leaves the "mainland" of the island nation. Despite this disagreement, which will no doubt be worked through as the time between now and November 17th/18th approaches, the ensembles agree with the other two models on this being a substantial storm crossing Japan, with a consequential storm in the US around November 23-28.

III. The Set-Up

We're now in the timeframe where we can get a view of model projected set-ups for the storm environment (with typical low-confidence, of course). Let's go through the projected set-ups.

Tropical Tidbits
The image above may seem confusing, but it's not that difficult to interpret once you get a feel for it. This image shows the GFS ensemble forecasted 500mb height anomalies, averaged out across the ~20 ensemble members, valid on November 26th. Let's first begin with the positive height anomalies in the West US into British Columbia. We see what are interpreted to be slightly above normal height anomalies, but if this forecast verifies, you'll see these anomalies increase to more extreme values as confidence among all ensemble members increases. For now, confidence is low, so the anomalies aren't as pronounced.
Those positive height anomalies in the West are enabling a positive Pacific-North American (+PNA) pattern to set up. In a positive PNA pattern, ridging in the West forces the jet stream south. If resultant ridging forms in the East, the jet stream then bends north, to enable frigidly cold air to strike the Central/East US, also driving the storm track through that area. This pattern across North America is a classic +PNA pattern, and should be treated as though the Great Lakes/Plains may see the brunt of this storm... initially.
My concern rests with that big upper level low stationed just west of Greenland. If that low becomes too strong and pushes too far south (which is a plausible result), the storm track may be suppressed, and the big winners could end up being the Ohio Valley and interior Northeast. This is something to watch closely in coming days. For now, due to how the Pacific appears to be controlling the pattern, I would favor a Midwest/Great Lakes impact, but let's keep analyzing.

Tropical Tidbits
This graphic is the same type of forecast chart as the one we just discussed, but now comes from the Canadian ensembles, and is valid for November 25th. Despite this slight time difference, note that trough in the Central US, which could be our storm (though the timeframe's a bit fast for my liking). Once again, we see a positive PNA pattern, somewhat suppressed by lackluster ridging in the West US, but compensated by intensified ridging along the East. This would bend the storm track in favor of the Midwest and Ohio Valley for any big snows, and the Gulf Coast could then see some severe weather. Again, this will all sort itself out in due time, and this is merely something to watch for now.

IV. The Storm

It's all been leading up to this, folks. While I don't trust individual model guidance to show what the storm will be like (since it changes from forecast to forecast; no consistency), I would like to show the GFS ensembles' thoughts.

WeatherOnline
What you see above is a 'cluster' forecast from the GFS ensembles, valid on November 26th (technically the evening of the 25th in our time zones), forecasting precipitation and sea level pressure values over North America. I'll show the description of 'cluster' modelling below from the Weather Prediction Center, then I'll try to interpret it for others who may not understand at first.

Sometimes the ensemble members tend to group themselves into two or more solutions.  For example in the image above the ensembles cluster in two solutions off the Pacific NW coast  of the U.S. (a trough south of the Aleutian Islands and a trough off the Pacific Northwest coast of the U.S.).
CLUSTERING is an automated method that identifies and extracts like members and derives output from these like solutions (of which there are different methods to identify clusters).
If you didn't understand that, let's go through an example. Recall that the GFS ensembles have around 20 members, each of which produces its own, different forecast. Let's say that on November 26th, a certain number of ensembles are showing a relatively similar forecast. The 'cluster' method combines these similar forecasts, and does the same with other, like forecasts into 'clusters' of ensemble members. This allows us to narrow down how many ensembles are showing what type of solution for a certain time frame.

Going back to the GFS ensemble image above, approximately 30% of ensemble members' forecasts for this timeframe show a solution like the one above. This solution means a very strong storm would push north and east across the Midwest, like that positive PNA pattern may induce. The result? Heavy snow likely in parts of the Midwest and Great Lakes, while the South may see severe weather.
At first, you may think 30% is not that high. And you'd be right. But for a forecast 324 hours out, about a third of the ensembles showing this sort of solution isn't a bad thing to see if you're hoping for snow in the Central US.

Here's a good representation of what a scenario like the one above may result in.
I'm going on record and saying this is not a forecast! Please don't treat it as such!

Representation of one possible track for this storm.
Again, this is not a forecast, and it shouldn't be treated as such.
To summarize:

- Model guidance continues to support the idea of a strong storm system in the United States around Thanksgiving.
- The set-up for this storm looks to favor a storm track over the Central/East US.
- One model's representation might show heavy snow for the Midwest and Great Lakes.
- Low confidence, high caveats remain present.

Andrew

Sunday, November 9, 2014

November 25-29 Potentially Significant Winter Storm

The storm system around the November 25-29/Thanksgiving timeframe continues to look like a significant storm system.

OPC
On the morning of November 8th, we saw the remnants of Typhoon Nuri reach peak strength via Ocean Prediction Center observation. As the chart shows here, the massive storm bottomed out at 924 millibars. This means the storm, located at about 170E and 55N, didn't break the record for strongest extratropical cyclone on record, but it certainly came close.

NWS
The graphic above, produced by the National Weather Service in Alaska, shows the observed mean sea level pressure of the storm at that 924mb reading, while the NWS office measured it at 930mb on the chart on the left, where strongest extratropical cyclones in the North Pacific are depicted. For multiple reasons, including the possibility that past storms may have been stronger than that 924mb reading, this storm was not declared the strongest on record in the North Pacific. Despite this, it's quite clear this storm was a historically-strong one, relative to storms in the last 60 or so years.

NOAA
Purely for comparison purposes, the team at KOPN Weather identified a strong storm in the Bering Sea on April 7th, 2011, bottoming out at 936mb, that was about 10 degrees W of where this very strong storm was observed yesterday in the Bering Sea. If you recall what happened about 2-3 weeks after the date of April 7th, we saw a certain tornado outbreak strike the South US, devastating thousands across the country, and causing millions on millions of dollars of damage. If we look at where the resultant storm ended up in mid-late April, utilizing the Bering Sea Rule, we find the storm situated in the Ohio Valley.

WPC
Now, keeping in mind that this sort of correlation is a tough one to use at best, not to mention all the caveats associated with long range forecasting, we could theoretically juxtapose the remnants of Typhoon Nuri and this storm in the Bering Sea on April 7th to get an idea of where the consequential storm in the US may end up. Recalling that the storm in 2011 in the Bering Sea was at about 180 degrees longitude, and almost the exact same latitude as the one observed in the last day or two, we find the remnants of Nuri placed about 10 degrees west of that 2011 storm. If we take the location of that storm system in late April (pictured above) and move it west, like the remnants of Nuri were west of that 2011 Bering Sea storm, we end up with a map like this:

WPC
Continuing this correlation, just to see what would happen, we notice that the remnants of Typhoon Nuri are moving eastward (a bit northeast in the process) in the Bering Sea right now, slowly at that. If this storm somehow does end up in that potential location outlined above, and if enough cold air is available (this will be discussed later), a significant winter weather event may strike the Central Plains, Midwest, Great Lakes, and Ohio Valley. Similarly, if the correlation works out, a severe weather event may strike the South US. Again, many caveats are associated with this method, and this should not be taken as "gospel", or at face value.

Tropical Tidbits
The above image shows temperature anomalies at the 850 millibar level (about 5,000 feet off the ground) over North America, as forecasted by the ECMWF ensembles ten days from today. In this image, we see a large swath of warmer than normal temperatures in the Bering Sea, with colder than normal conditions encompassing much of the United States and southern Canada. This looks to be a persistent pattern in coming days and weeks, as a large block of high pressure looks to set up shop directly over the Arctic, providing for a very cold period for North America. Extrapolating this to Thanksgiving, enough cold air should be in place for at least a modest threat of a significant snow event. Again, bear in mind long range caveats, but such a prognosis is favored right now.

To summarize:

- A potentially significant storm system still looks to evolve in the United States around Thanksgiving.
- Severe weather will be a possibility, namely in the South US.
- Significant snow will be a possibility, predominantly in the Central Plains, Midwest, Ohio Valley, and Great Lakes (for now).
- Thanksgiving travel may be severely hampered by this storm, if it does come to fruition as currently projected.

Andrew

November 8-12 Significant Snowstorm - Final Update

This is the Final Update for this significant November 8-12 snowstorm.

NWS
Winter storm watches (dark blue) and warnings (pink) have been hoisted across a swath of the Upper Midwest into the Northern Plains, as a strong storm system looks to push south into the US and create a potentially dangerous environment for those caught by surprise from this storm. Winter weather advisories (purple) have also been issued for areas where the storm will strike earlier, compared to those in the Midwest.

Tropical Tidbits
The image above shows the GFS model's forecasted total snowfall from this storm over the next 4 days. We can see how the storm is forecasted to lay down amounts near 12" in the Northern Plains, before unleashing on the Upper Midwest. The yellow swath shows amounts in excess of 18" of snow, while those brown-ish areas depict amounts close to two feet of snow. Going by this forecast, we would see the brunt of the storm strike central and northern Wisconsin, as well as the Upper Peninsula of Michigan. Significant amounts would still impact portions of Minnesota and the Dakotas, but Wisconsin would receive the heaviest totals.

Tropical Tidbits
We'll next look over the forecast from the GFS-Parallel model, the newer version of the GFS model which will replace the current model in coming months. This GFS-Parallel model is rumored to be more accurate in multiple aspects of its forecasts, and this storm looks to be its first real test. The GFS-Parallel shifts the bulk of the snow east, now slamming the Upper Peninsula of Michigan into south-central Canada with those two-foot totals. Amounts in Wisconsin would still near 24", but not as widespread as the current GFS model shows. Minnesota is also forecasted here to receive heavier snow, extending into the Dakotas as well.

Regardless of which model you're looking at, the picture is clear: this storm will bring very heavy, very early-season snow to the Upper Midwest and North Plains.

WPC
The Weather Prediction Center issues probabilistic forecasts for snowfall amounts in a given period. In the above image, we see the WPC's forecast for the likelihood of 12" of snow falling in a 24 hour period, centered around November 11th. The WPC places the likelihood at around 50%, a value that's likely to rise as we get closer to the storm's impact and confidence increases.

To summarize:

- A significant winter storm is forecasted to affect the North Plains and Upper Midwest.
- Amounts nearing 24" may be expected, especially in Wisconsin and the Upper Peninsula of Michigan.
- Preparations for this storm should begin now.

Andrew

Thursday, November 6, 2014

November 8-12 Potentially Significant Winter Storm

Model guidance is in agreement of a strong winter storm traversing the Central US. As a result, this storm's title has been upped to a 'Potentially Significant' storm.

InstantWeatherMaps
The image above shows the most recent GFS model forecast for the next 120 hours' snowfall accumulation. In this map, we see the winter storm pounding parts of northern Iowa, southern Wisconsin and northern Illinois with over 6 inches of what would likely be some rather heavy snow, before dropping 4-6 inches in most of Michigan. The GFS model is taking the furthest south track out of major guidance, and we'll discuss that later on. The point is, however, the GFS is favoring a significant storm in the Midwest.

Tropical Tidbits
Next up, we have the GFS-Parallel model. This model is the new version of the GFS, which will be implemented in coming months. It has been rumored that this new model resolves biases in the current GFS model, with more accurate forecasts. This outlook has a swath of 12-18" of snow slamming central Wisconsin into southern Minnesota, with that heavy snow also hitting Michigan. Eyeballing it, maximum accumulation totals look to be on the order of 18-20". Clearly, this model favors a further north, even stronger storm track than the GFS. Let's see what other guidance has to say.

Tropical Tidbits
It just keeps getting worse, I suppose. This is the latest GEM model forecast of snowfall over the next five-ish days. The GEM model, from the Canadian Meteorological Centre (one of the other agencies that also spells the word as 'centre'), is notorious or exaggerating snowfall forecasts, and that is well seen in the image above. Here, we see a bullseye of around 24" of snow (two feet), pounding northern Iowa into Southern Minnesota. Wisconsin sees lesser, but still impressive amounts well above the 12" benchmark. Michigan also observes plowable snow.

We've gone through three model guidance forecasts, and have come to the idea that the GFS-Parallel and GEM support a northern track, while the GFS supports a southern track. Let's throw some ensembles into the mix and see what we can see.

NCEP
This image shows the NCEP (GFS) ensemble forecast of extratropical cyclone tracks in the next handful of days, where each line shows a different track from a different ensemble member. Ignoring the mess in the East Coast, we look around Illinois and see several lines, all very spread out. These spread-out lines, indicating spread out tracks on the upcoming storm, tell us that high uncertainty still remains with this storm. Some ensemble members go south to downstate Illinois and mid-Missouri, while others stay north into southern Wisconsin. We can't really derive anything of significance from here, other than confirming that high uncertainty remains.

For my personal view of the storm, I feel there are two possibilities.

1) Model guidance has a good handle on what's going on right now. Heavy snow will hit central Wisconsin into Minnesota, with accumulations nearing 12", if not slightly more.

2) Model biases come into play, in this case the GEM and GFS-Parallel being too slow with advancing the Arctic air southward. This would push the storm southward as well, resulting in a track similar to the GFS.

For the time being, I'll side with the North Camp of models, just because the GFS seems to be on its own with the more southern track. I'll have more updates as we move closer to the storm.

Andrew 

Tuesday, November 4, 2014

Thanksgiving Potentially Significant Early-Season Snowstorm

This is the latest discussion about the possibility of a Thanksgiving early-season snowstorm. This discussion will provide a comprehensive overview of model guidance, in addition to the expected cold air influences and potential location of the storm.

Tropical Tidbits
The image above shows the ECMWF 500mb geopotential height values in color, with superimposed mean sea level pressure (MSLP) values and appropriated high/low pressure marks. In this image, valid for November 8th over the West and North Pacific basins, we see an incredibly strong extratropical storm circulating over the far western Aleutian Islands, with a minimum SLP value of 923 millibars.

This has been the theme over the past few days, as the remnants of Typhoon Nuri are expected to race northeast into the Bering Sea, and undergo 'bombogenesis', or incredibly rapid strengthening (weather folk call it "bombing out" to mean a storm quickly becomes stronger), to develop into this projected 923 millibar beast. The ECMWF model has this storm located the furthest west out of all the guidance we will go over tonight. Make sure to keep an eye on placement of the low in all of these forecasts, as it will make a significant difference on where this resultant storm may end up.

Tropical Tidbits
We'll move now to the GFS model projection, again of 500mb geopotential height values, and superimposed MSLP forecasts. These two parameters will show up on the remainder of model guidance, to keep things as simplistic as possible. In the GFS forecast, valid for the same November 8th timeframe, we find the storm placed substantially east of the ECMWF outlook, and with a minimum SLP value of 924 millibars.

A brief background on why we're focusing on the Bering Sea so much here: The potential for a significant winter storm evolves out of the Bering Sea for this forecast. The method, referred to as the Bering Sea Rule, takes the occurrence of high and low pressure events in the Bering Sea, and expects a similar weather phenomenon to occur in the US about 17-21 days later. This is almost exactly like the Typhoon Rule I commonly discuss when analyzing winter storm potentials, except now the area to watch is the Bering Sea, and the timeframe from occurrence in the Bering Sea to reciprocation in the US is now 17-21 days. Therefore, if we take the storm in the image above (valid on 11/8) and extrapolate it out using the BSR guidelines, we come up with a potentially significant storm in the November 25-29 period, give or take a day or two. 

We can see the theme of a low 920s millibar storm hitting the Bering Sea, so let's keep pushing ahead.

Tropical Tidbits
Next up, we'll examine the GFS-Parallel forecast. This is the model expected to succeed the current GFS model, with higher resolution and corrected model biases. This model shows the Bering Sea storm bottoming out at 919 millibars, the strongest forecast of the three observed thus far. This storm appears to be a combination of the ECMWF and GFS models; you can click on one and move back and forth between images to get a sense for such a shift.

We've evaluated three major models thus far, all of which combine for a mere five millibar spread (minimum 919mb to maximum 924mb). We can now see confidence greatly rising in this potential for a very strong storm to hit the Bering Sea; let's see if ensemble guidance agrees.

Tropical Tidbits
Moving ahead to the ensembles, first and foremost the ECMWF Ensembles, we find the average of all 52 members - yes, that's fifty-two individual ensemble members - to place this storm at a strength of 938 millibars. With the storm only 96 hours away from entering the Bering Sea, and ensemble guidance continuing to strengthen with time, confidence only rises in this possibility of a near-record-breaking extratropical cyclone to strike the Bering Sea. 

As a side note, notice how the ECMWF ensembles are slightly east of the ECMWF model itself. We'll discuss this more later on.

Tropical Tidbits
Finally, we'll take a look at the Canadian GEM ensembles. The GEM model itself was unavailable for use in this post, so we'll use the ensembles as the next-best-thing, if not the best thing. The GEM ensembles show the average of all ensembles (around 22 individual members, if I recall correctly) to be slightly east of the ECMWF ensembles, with a mean strength of 948 millibars to be the weakest with this storm out of all global guidance. 

So, now that we've evaluated all model guidance available at the time of posting, let's summarize a few things to take away.
- Major operational model guidance is down to a consensus that the storm will likely land somewhere around 920 millibars in strength. That's a VERY strong storm.
- Ensemble guidance is still in disagreement, but does find a conclusion that there will be a strong storm in the Bering Sea for this timeframe.

I said I would discuss why location is key in the models, so let's quickly discuss. From the team at KOPN, it appears that weather in the Shemya Island region of the Aleutian Islands correlates roughly to weather in north-Central Missouri. Thus, one could believe that a storm northwest of Shemya would see a storm in the Plains, a storm south of Shemya might see a Texas storm system, etc. 

Google
The pinpoint above shows the location of Shemya, Alaska. Doing a quick visual comparison to the five model guidance graphics we went over earlier in this post, but also remembering this location correlation is NOT proven quite yet (as of now, it's interpreted to act as a guideline), this Bering Sea storm would likely correlate to a powerful storm in the Upper Midwest, Plains, Midwest, Great Lakes, Canada... this particular correlation method is not an exact science, and should not be interpreted as such. Hence why it's only a guideline for now

But we're not just watching for a powerful winter storm- we're watching for potentially significant cold!

CPC
The animation above shows temperature anomalies at the 10 millibar level, in the far upper reaches of the stratosphere, over the past month or so. According to this animation, we recently saw a very early stratospheric warming event overtake the Eurasia and North Pacific basin. If we remember that the warmth in the stratosphere typically results in very cold weather at the surface about 2-4 weeks later... put the pieces together, and we could very well see a strong body of cold air intercept this potentially significant winter storm system, making for one heck of a situation that could unfold.

Let's summarize all of this.

- Confidence is growing in the threat of a near-record-breaking extratropical storm system impacting the Bering Sea.
- If this forecast goes as planned, a powerful storm system would be expected to traverse North America around or just after Thanksgiving.
- Abundant cold air provided by the stratospheric warming may enable a larger threat of snow, if such a threat does evolve.
- A high amount of uncertainty still exists with this storm potential, hence the continued caveat-laced language in these posts.

Andrew