Friday, February 14, 2014

Sudden Stratospheric Warming Commences in Northern Hemisphere

The winter's most sizable sudden stratospheric warming event to date has commenced.

The animation above shows us temperature anomalies in the 10 millibar level of the atmosphere, which is located way up in the upper stratosphere. We see how the stratosphere has been rumbling since mid-January with attempts at a stratospheric warming event, but it is only as of the last few days that the stratosphere saw a massive warming event, titled a sudden stratospheric warming (SSW) event. To see how big this event is, let's head down to the 30 millibar level, located further down in the atmosphere compared to the 10mb level.

The 30mb temperature anomaly animation above shows how the stratospheric polar vortex has been under attack for a longer period of time compared to the upper stratosphere. We see a large swath of warmth had been developing and manifesting itself in Eurasia in January into February before finally bursting into the upper latitudes. It is now clear that the sudden stratospheric warming event has extended itself into a decent chunk of the stratosphere. Let's check up on the 50 millibar level next.

The 50mb level is also seeing significant warming in the upper latitudes, which only confirms the idea that this is indeed a sudden stratospheric warming event, quite possibly the first one we've seen this whole season.

Why is this a big deal? The sudden stratospheric warming phenomenon allows the polar vortex to weaken, and this enhances the possibility of Arctic cold outbreaks not unlike those we saw earlier in January. I'm not saying we will see January 2014-level cold again, the prospects of cold outbreaks rise roughly 2-4 weeks after the sudden stratospheric warming occurs. This would place cold weather prospects in the February 18-March 4th period. It's already looking like we'll see a cold blast to kick off March, and this could be related.

The ECMWF model sees this intrusion on the stratosphere continuing, forecasting continued elevated geopotential-Wave 1 activity at the 10 day forecast period. We see the elevated values maximized around the 3mb to 30mb levels, with lesser influences downwelling as low as the 500mb level. It is likely that this will be the biggest stratospheric intrusion this season, as we are just about to wrap up the meteorological winter season, and the "final warming" (where polar winds reverse to signal the end of the SSW season) isn't too far away.

Andrew

Thursday, February 13, 2014

February 15-16 Potential Coastal Snowstorm

Yet another snow event is possible for the East Coast, with this next threat coming in the February 15-16 period.

WeatherBell
The GFS model indicates we will see another trough develop in the Southeast, with an uncanny resemblance to the storm we are currently fighting through along the East Coast. The GFS sees this storm coming about as a result of the strong-yet-suppressed ridging in the West US, which leads to a west-northwest or northwest flow across the US, a favorable pattern for East US snow events.

The GFS model brings a 984 millibar low pressure system along the waters just off the East Coast, dropping snowfall in the eastern portions of North Carolina, Virginia, Massachusetts, Maine, and all places in between. This snapshot, valid on the evening of February 15, shows the heaviest snow staying offshore, but moderate snow still being able to impact the easternmost parts of the Northeast. As of now, accumulations for regions up to Maine look to be in the 2-5" range.

The storm system really gets going when it approaches Maine, with the MSLP for this storm clocking in at a minimum of 973 millibars. We see 6 hourly snowfall amounts in eastern Maine approaching 12", which would average out to 2 inches per hour for those 6 hours overnight from February 15 to 16. Now, heavy snowfall doesn't fall for 2 inches an hour at that steady rate- my guess is that we would see a period of intense snowfall rates (i.e. 3" an hour not unreasonable) with some lighter snow rates mixed in.

Only a slight shift west or east could flip the forecast- stay tuned for more details about this potential snowstorm.

Andrew

February 22-24 Potential Severe Weather Event

Model guidance is latching on to the idea of a severe weather event in the February 22 to 24 timeframe.

Tropical Tidbits
The GFS model brings unseasonably warm temperatures north on February 22nd, as the graphic above shows. Projected temperatures range mainly in the 60s and 70s, where the warm sector is exerting the most influence. We see the cold front clearly defined, stretching through the Plains and Upper Midwest, with the warm front pulling that warm, moist air far to the north in what would likely be a set-up for the first severe weather event of the season.

Tropical Tidbits
Jet stream analysis from this same GFS model shows the storm system positioned in Wisconsin as a strong 988 millibar low pressure system. We see a jet streak in the 130 knot range positioned to the east of the trough, indicating the storm has become negatively tilted and is expected to continue lifting north and east. These strong jet stream winds, combined with the warm and moist air (containing up to 1.6" of precipitable water across the warm sector), would likely produce a severe weather event. The negative tilt of the trough, shown below, would further enhance severe weather prospects.

Tropical Tidbits
The negative tilt of the trough, shown best when maximum vorticity values are positioned on the eastern side of the trough and contour lines seem to be pressing in a southeast direction, indicates that the storm system has reached maturity, and is therefore more able to produce significant weather. In this particular case, with temperatures only projected to be in the 60s, PWAT values to only be around 1.6", and the jet stream maxing out at 130 knots, I wouldn't be holding my breath for a big severe weather outbreak. However, this solution looks good for at least some severe weather.

Tropical Tidbits
The 700mb winds and vorticity chart for February 12th shows us that lower level winds will be reaching into the 40 knot and 50 knot range, which, while not all that impressive, solidifies my concerns that this may still be a severe weather event, albeit not as intense as a full-out "outbreak".

Because this event is still in the long range, model guidance will inevitably change with this storm system. It is possible we don't even see a severe weather event at all, and it's also possible the severity of this event increases as we get closer to the event. I would bet my money more on the weakening prospects, as the atmosphere still looks a little 'wintry' to me, if you will, and doesn't seem all that conducive for a big severe weather event.

Andrew

Monday, February 10, 2014

February 12-14 Potentially Historic Winter Storm

Things appear to be coming together for a potentially historic winter storm, though model biases mean intense model forecasts are likely overdone.

This image shows the ECMWF model's snowfall forecast for the next 144 hours, and it is not that hard to see the big storm system this model believes will strike a large portion of the Eastern US. We see that the ECMWF model begins by dropping heavy snow in excess of 12" on the areas of northern Georgia and the Carolinas into western Tennessee and Kentucky, before amounts max out near 2 feet in the Virginias. Heavy snow continues into the Northeast, with widespread 12-18" totals across the map for that region.


The ECMWF model has remained consistent on this idea of a major winter storm for the East Coast, including the Southeast. These big amounts are relatively unchanged from previous forecasts, except for the 24" jackpot zone in the Virginias. The environment looks highly favorable for an East Coast storm synoptically, with a west-northwest flow solution prevailing over the contiguous United States. This is shown well by storminess in Alaska leading to strong yet suppressed ridging over the Southwest US. Considering northwest flow scenarios typically can lead to Northeast snow events, it is of little surprise that a strong storm system in the Southeast is able to shift northward and ride the coastline to produce heavy snowfall across the far Eastern US.

The CMC model (Canadian model) above shows heavy snow extending from far northern Georgia to eastern Canada, in a similar fashion as the ECMWF (though not identical). The heaviest snow hits Maine, where amounts flirt with the 16" benchmark, and the remainder of the East Coast stays within the realm of 6-12" or a little higher, as the model shows some higher totals in New Jersey and a few other coastal places.

Surprisingly, the CMC model may have shed its too-snowy bias in this forecast and is actually showing a more reasonable solution compared to the ECMWF. It does look like the crucial point will come when we determine how far south the storm system goes. In the ECMWF's forecast, the storm is a bit to the south of the CMC, hence the heavier snow totals located deeper into Georgia. In future forecasts, I wouldn't be surprised to see totals bumped up a bit along the coast, but other than that, this forecast isn't that far fetched in my eyes.

Lastly, we see the NAM model's snowfall forecast above. The NAM drops heavy snow amounts of over 12" in a large swath of Georgia in what would be a truly paralyzing snowstorm for those who went through the agonizing snow event in Atlanta just a couple of weeks ago. If we look at the NAM forecast further north, we see the heavy amounts extend into the Carolinas, and a strip of 24" to 31" snow amounts in eastern Virginia and the coastal portion of the Mid-Atlantic. The heavy snow then continues into the coastal New England area, but the full storm is not in the NAM model's forecast timeframe yet, so we cannot get total snow amounts in the Northeast yet. Regardless, it's clear that this event would be historic for those down south.

The NAM model is notorious for making forecasts laden with a noticeable too-snowy bias. I expect that this forecast is well within that bias, and it would be wise to cut totals in half or so to be safe until we get closer to the event. Amounts in the Southeast also are unlikely to end up as high as they are shown- I would expect totals maxing out at 6" at this time.

Andrew

Preliminary ENSO Outlook for Winter 2014-2015

As we close out the winter of 2013-2014, I suppose it's time we start looking at forecasts for the El Nino-Southern Oscillation (ENSO) phenomenon for this summer to see what ENSO state we may see in the winter of 2014-2015.

Before we begin, let's establish what the El Nino-Southern Oscillation is.

The El Nino-Southern Oscillation (ENSO) phenomenon involves sea surface temperature anomalies over a portion of the Equatorial Pacific, namely focusing on the waters west of Colombia and Ecuador. In the image above, the Climate Prediction Center shows distinct El Nino environments (left two panels) and La Nina environments (right panels). During an El Nino, water temperatures to the west of Ecuador usually warm up significantly. These warm temperatures then produce anomalously high levels of tropical convection (as warm waters make air rise, creating thunderstorms), and the whole process leads to an El Nino pattern. During a La Nina, we see the opposite, where colder than normal water temperatures are observed, leading to anomalously low levels of tropical convection. As you can see by the image below, the El Nino patterns and La Nina patterns during the winter months have different impacts on the US.


Now that we know what the ENSO phenomenon is, let's move on to the model forecasts.

We'll begin with the NCEP's CFS model. The CFS projects monthly and seasonal values for the ENSO phenomenon, and also gives out precipitation, SST, temperature, etc. forecasts for the world. The CFS model indicates we will see steady rising of sea surface temperatures in the Equatorial Pacific throughout the spring, summer and beginning of fall, before we reach SST temperature anomalies above 1 degree Kelvin, which is equal to over 1.8 degrees Fahrenheit. This would qualify as a strong El Nino, something we haven't seen for a while (we have been in an unprecedented lack of El Nino events since 2010; the four-year stretch since 2010 has included neutral ENSO and La Nina events). This strong El Nino would then likely continue on into the winter of 2014-2015. However, because the CFS model is notorious for forecasting an El Nino that never comes true, I'm not buying this forecast. While I do believe we see an El Nino event by this summer 2014, I don't believe it will be a strong El Nino.

Next, we will continue with the ECMWF model's forecast. The ECMWF model projects the ENSO phenomenon out to roughly 6 months forecast time, and uses its prestigious 52-member ensemble prediction system in its forecast. The ECMWF model also projects that we will see an El Nino by the summer, though its rise to an El Nino is more exponential than linear- we saw the steady rising trend in sea surface temperature anomalies (SSTAs) in a linear fashion by the CFS, and now we see an exponential increase in SSTAs around May and June 2014. By July 2014, ECMWF ensemble guidance has water temperatures at 1 degree Celsius above normal, which equates to 1.8 degrees Fahrenheit above normal. This would also qualify as a strong El Nino, but once again, I'm skeptical of these strong El Nino forecasts. While they're possible, I'm not so sure they're probable.

Next, we'll take a look at the Japanese ENSO model prediction. The Japanese model forecasts the ENSO phenomenon out to just after July 2014, about the same forecast time period as the ECMWF model. The Japanese model goes for a forecast similar to the ECMWF, where we see a jump in SSTAs around May and June, before arriving in the ~0.8 to 0.9 degree Celsius anomaly. That would constitute an El Nino, though it would be weaker than projections by the CFS and ECMWF. I find this forecast much more logical- it's always a gamble when you go with strong El Nino or strong La Nina forecasts. Usually its better to go with a weaker, albeit still substantial forecast.

Next up is the Australian Bureau of Meteorology's POAMA model. The POAMA model projects the ENSO phenomenon out to October, with a forecast time period of roughly 8 months. The POAMA model takes the current cool-neutral ENSO state to neutral by June, and borderline-El Nino by October. This forecast might be a little too weak with the idea of an El Nino- I wouldn't be surprised to see an El Nino declared by late summer (around August or September). However, the POAMA does give us a glimpse at the other side of the forecast envelope, when comparing it to the bullish ECMWF/CFS forecasts.

Next, we'll take a brief glance at this trio of forecasts. These three forecasts are under the LDEO model domain, which gives forecasts out to December 2014, meaning its forecast time period is roughly 1 year when we see that the red observation line stops at December 2013. In these three projections, we see that a weak El Nino or warm-neutral ENSO state is favored by the winter of 2014-2015. I expect we see an El Nino by this time, so these models may be a little too under-aggressive with this situation.

The next item to analyze is the NMME model suite. The NMME is a compilation of various global model guidance systems, all of which project the ENSO phenomenon using an ensemble set out to 8 months. In this graphic, we see the projected ENSO values by operational and ensemble members from the CFS model (red), two separate versions of the CMC model (CMC1 in green and CMC2 in navy blue), the GFDL model (light blue), NASA's model (pink), NCAR's model (yellow), and the NMME suite mean (black dashed line). The NMME suite is in decent agreement on a steady rise to El Nino conditions by the end of summer, something I do believe is likely. The NMME mean has the El Nino in weak to moderate condition by August, something I think is more probable than possible, especially considering history would suggest an El Nino is long overdue this next winter. In summary, I agree with the NMME projection.

The next suite of models to observe comes from the International Research Institute for Climate and Society. These models project the ENSO phenomenon out to the August-September-October period, meaning the forecast timeframe is around 10 months. This graphic gives us a look at a variety of model guidance systems from around the world. Each different model is displayed in a different color, with the average ENSO prediction shown in the solid yellow line. We see that the ensemble prints out a borderline-El Nino by the fall months. Considering we are almost certainly heading towards an El Nino next winter, this forecast is a good median in the envelope of forecast models.

This final model shows the SST anomaly forecast for the December-January-February 2014-2015 period from the SCRIPPS institute. The SCRIPPS institute model projects the ENSO Phenomenon out to this DJF period. We can see that the model shows a strong El Nino by late winter. As I've gone through all of these models, some of which have been showing a strong El Nino, I still hold my belief that these models are likely too strong, and a weak to moderate El Nino is more likely. These details will be cleared up in the months ahead, of course.

Andrew