Saturday, November 24, 2012

Climate Model Overview For Winter 2012-2013

Many of you have seen my 'What Are The Models Saying This Winter?' segments, where I would highlight a few models and show you what they would be saying this winter. Well, I have gathered 4 of the long range models I feel give you the widest spread of what is being forecast for this winter.

If you want to see the previous 'What Are The Models Saying This Winter?' posts, the links are below.

Part 1: Click Here
Part 2: Click Here
Part 3: Click Here
Part 4: Click Here

This is the Beijing Climate Center (BCC)'s 500mb height anomaly forecast for the winter months of December-February. North America is actually above that deep red blob on the picture. The continent is shown as upside down, so it is a little hard to see. However, if we look closely, we see a blue swath extending through the South US and up the East Coast. This below normal height anomaly refers to the presence of a stormy pattern over that area. Such a forecast is not impossible- the North Atlantic Oscillation (NAO) is expected to be very negative throughout the winter, so a storm track through those areas is quite a realistic scenario.

This is the Climate Prediction Center's Climate Forecast System (CFS) model, valid for the 3 winter months. On the left is temperature anomalies for winter, and on the right is precipitation anomalies. The CFS has a very warm winter for much of the West US, but also predicts warmth on the East Coast, as well as in the northern Arctic. The precipitation forecast calls for a dry Plains, a dry West Coast and Alaskan coast, as well as a wet New England.
Already I am seeing problems with this forecast. A warmer than normal north Arctic and northeast Canada tells me that there will be a ridge in place over that area, effectively a negative NAO. This would bring cold and stormy weather to the Northeast, not warm weather. Also, a warm anomaly in the West US implies a pattern similar to that of a positive PNA, where a ridge sets up in the West US and brings cold to the East US, again defying the warmth forecast. I do believe the precipitation forecast, however.

This is NASA's forecast for this winter. The NASA forecast has not been known to be too reliable, but I'll show it anyhow. The temperature forecast from NASA supports a warm Plains, Rockies and Southeast, with cooler than normal temperatures in the Northwest and far into New England. As for precipitation, a very wet Southeast and southern Ohio Valley is expected, but a very dry West Coast is expected.
The northern Arctic is neutral in temperature, telling me that NASA does not believe in a persistent negative NAO pattern. I believe that the 3 year gap between observed NAO values and winter conditions in North America will bring the NAO to a good negative stance this winter. Additionally, a very snowy October Siberia tells me that the nation will be cooler than normal in the end, especially thanks to February. I don't support the NASA forecast at the moment.

This is the ECCA ensemble forecast for the winter. Temperature forecasts are on the left, and Precipitation forecasts are on the right. The darker shaded areas on the left show skill areas on the model, meaning that the forecast has higher confidence than other areas. The ECCA is predicting a warm nation, especially in the South Plains and Southeast. However, cold temperatures are predicted in the central Plains.
I would expect these cold temperatures to be extended further north, and feel that the ensembles are just unsure of the whole situation. It doesn't take into account October conditions in Siberia or the 3 year NAO-North American Winter lag, so such a forecast can be forgiven. The precipitation forecast does not seem all that crazy, but I would extend wet conditions into the Southeast and dry up some of the Central Plains if I had my way.

These are a few models of many, and I picked out the ones that don't necessarily have the best track records, but express forecasts from as many different agencies as possible.

Andrew

November 27-29 Potential Winter Storm (Updated 11/24)

This is the snow depth forecast from this morning's 0z GFS model for just after 6 days out. As you can see, the GFS takes the system down through the south and begins to turn it up the East Coast in typical Nor'easter fashion. When the storm system gets near the New England coastline, the system's pressure plummets, indicating a rapid strengthening of the storm system. It gets even stronger as it nears Maine, leading to accumulating snowfall over much of the Northeast US.

Frankly, this isn't such a bad scenario. It has become evident that the system will take the path through the southern US and out into the Southeast Coast. Because there will be a negative North Atlantic Oscillation (NAO) in place, the storm track will favor a path for this system up the East Coast, as this GFS forecast is indicating.

I'm still sticking with my forecast that I put out yesterday, which calls for rain near the coastline in the Northeast and snow inland. I should note that, thanks to the GFS, my snowfall expectations for the Northeast inland regions have been enhanced. I will play with the idea of putting out a snowfall forecast today or tomorrow, but at the moment, the ECMWF and GFS remain at odds with each other over this system.

Andrew

Sea Surface Temperatures Supporting Positive PNA

This is the change of sea surface temperatures from September 2012 to October 2012, focused in on the north and central portions of the Pacific Ocean. What I am showing above appears to bode well for a positive PNA developing.

The PNA, the acronym for the Pacific North American index, is based in the northeast Pacific Ocean and has tremendous effects on the weather observed in North America. The PNA has two phases: positive and negative. In the positive phase, cold air tends to flow south and the storm track is shifted so it favors the Midwest/Great Lakes for precipitation. In a negative PNA, warmer weather is favored in the nation, while the storm track tends to miss much of the Eastern US. For example, in the Chicago Blizzard of 2011, there was a positive PNA happening that enabled the blizzard to go where it went.

The PNA is enhanced by sea surface temperatures. In above normal SST anomalies, the Pacific North American index tends to favor a positive phase over negative. In negative SST anomalies, the negative phase of the PNA is supported.

In the above one month change of SST's, we can see that warming has taken place across the northeast Pacific. Cooling has also taken place across the north central and northwest Pacific, but that is another post in itself.

The fact that we are starting to see warming in the Northeast Pacific is exciting. If such a warming trend continues through the month of November, the chances of a positive PNA will only continue to increase. This would, in turn, lead to more precipitation in states like Colorado and the east central Rockies, as well as the Midwest and Ohio Valley. A sturdy negative NAO would only help the Northeast as well.

Andrew

Friday, November 23, 2012

Geomagnetic Storm Begins

The image below is the Planetary K index, which can show of geomagnetic storms that are ongoing here on Earth. As you can see, the anticipated CME (Coronal Mass Ejection) has hit the earth, and will continue through the night.

If we use the value of 4 on this K index, we can figure out how far south the aurora Borealis can be seen. The value of 4 equates to the aurora Borealis being seen way up north in Canada and maybe in the Upper Midwest.

Andrew

November 27-29 Potential Winter Storm Discussion (Updated 11/23)

This is the 12z GFS model forecast for 90 hours away, which is in the early morning of November 27th. We can see our low pressure system currently in southeast Arkansas. Considering the incoming pressure of a massive ridge in the Plains, the GFS has this system move off to the east and eventually up the coast. I will discuss more on why and how those two things happen later on. The 850mb temperatures, which are shown as the colors on this image, are pretty warm across the board and would likely only support snowfall in New England if this situation verified.

This is the Canadian's GEM model forecast for 90 hours out, meaning that the GFS and GEM models are forecasting at the same timeframe of November 27th in the early morning. The GEM has this system slightly stronger and faster than the GFS, and also settles the incoming high pressure system further south, hence the quicker pace. However, 850mb temperatures are slightly cooler in the GEM forecast than the GFS. The GEM had been predicting this storm shooting into the Midwest, but this forecast does not allow such a scenario to happen, as the ridge originally predicted to be in the Southeast is now well offshore.

This is the United Kingdom's UKMET model forecast for 96 hours out, meaning that this is the forecast for the morning of November 27th, 6 hours later than the GFS/GEM. The UKMET prefers the placement of the high pressure system in the Plains to be further north than the GEM and more in line with the GFS, however, the GEM's 850mb temperatures appear to be reciprocated in this forecast. The UKMET does not have this system go directly up the coast, which is plausible as I will explain just below.

This is the chart of the NAO from the Climate Prediction Center (CPC) showing the past NAO observations from late summer to now in black, as well as the ensemble forecasts of the North Atlantic Oscillation in red. The CPC's ensembles are predicting the NAO to plummet just around the time that this storm system comes around, but it will be somewhat neutral/slightly negative before the storm system arrives. Considering there is a 4 day lag between when the NAO changes phases and when the effects of the new NAO phase arrive, it is possible that the effects of a neutral/slightly negative NAO could be present as the storm rolls around rather than a strong negative NAO.

In a negative NAO, cold and snow is encouraged to hit the East US, but the placement of where the negative NAO is key. There is an east-based and west-based phase of the NAO. In a west based NAO, the most prevalent sign of a certain NAO phase is to the west of Greenland. For example, if there were a west-based negative NAO, the ridge that produces the negative NAO would be to the west of Greenland. In an east-based NAO, the ridge would then be to the east of Greenland. The NAO will likely be in the east-based phase when this storm rolls around, meaning that the Midwest would be favored for cold and snow rather than the Northeast, hence why I was promoting a north track more than this new south track consensus.

There is also something worth looking at called the Pacific-North American index, or PNA. In a positive PNA, you see storms hitting the Midwest and Ohio Valley and most of the East US, whereas a negative PNA favors the storm track further into the west, near the North Plains. The ensemble forecasts for the PNA have the index to be negative through the time that the storm rolls around, which would not favor a Midwest track. This is why there is that wiggle room for that north track to go bad, and it looks like this, combined with a negative NAO has persuaded the models to have the storm start inland (east-based negative NAO sign) but eventually move offshore and give precipitation to New England (general negative NAO sign).

Based on recent model trends and teleconnection forecasts, I expect rain all along the Gulf Coast, Southeast and southern Ohio Valley before the system goes out into the Atlantic Ocean. Snow will likely fall in the southern Midwest, Ohio Valley and Northeast, with heavy snow hitting West Virginia. Rain will fall across the immediate coastline in New England, with possibly heavy snow inland.

Andrew