Just how warm was it anyway?

 Posted by Kyle at 11:48 am  Climate
Mar 122012
 

If you lived in the continental U.S. this winter, you’d probably argue that it was really warm. We basically skipped winter and went from Fall to Spring. If you lived in Europe, you would argue that it was really cold. It’s a matter of perspective, and unfortunately it’s these perspectives that cause people to make false inferences about climate.

In the U.S., people argue that this warm winter must be linked to global warming… because it was warm! But if you lived in Europe (or Alaska), you could make the opposite inference. Whether we like it or not, people actually use arguments like this to prove or disprove global warming.

Global warming refers to a long term trend in temperatures averaged over the entire planet. It is ridiculous and meaningless to use any single season (or weather event) to prove or disprove global warming. I’ll write about that in more detail at some point.

What I’ve done is a really simple analysis. Above is the temperature anomaly map from my previous post. It shows the temperature anomaly, averaged over December – February, with respect to a 1981-2010 climatology. There’s lots of cold and lots of warmth on that map. Can you guess if the warmth or the cold was more prevalent during the DJF season, using just that map? I couldn’t!

I loaded the data in and found the average anomaly. It’s 0.24 degrees C. That means that the entire world, according to the NCEP/NCAR reanalysis, averaged over the entire DJF season was about a quarter of a degree above normal. Most of the warmth was concentrated in the Arctic, by the way. For what it’s worth, last autumn (Sep/Oct/Nov) was about half a degree above climatology.

Don’t fall into the trap of relating this single number to global warming. I know it’s tempting, but don’t do it. Please.

 

It’s the end of a meteorological season. Northern Hemisphere winter and Southern Hemisphere summer run from December through February. Northern Hemisphere winter was all over the place – warm in the lower 48 and cold in Europe, Russia and Alaska. The first figure on the left shows surface temperature anomalies (degrees C) for the whole world. In Europe, there was record breaking cold. Parts of southern Australia were pretty cold as well, averaging around 5 F below normal. We’ll take a brief look at what the major players were.

ENSO

The number one culprit for nearly any season is ENSO. I talked a bit about this in a previous post, but it warrants mentioning again. We had a clear La Nina SST signature in the central pacific, which you can see in the post linked below. Anomalous cooling associated with La Nina leads to an anomalous suppression of convection which leads to an anomalous trough over that region. This can be seen in the figure to the right, which shows 250 mb height anomalies. I’ve drawn in the inferred anomalous jets and added some labels for you.

For more information on ENSO, check out my previous post which went into much more detail.

NAO/AO

We had a positive NAO, as shown in the figure to the right. Note the anomalously strong polar jet which kept the cold air bottled up in the Arctic. Anomalous ridging over the eastern half of the U.S. kept us warm and relatively free of snow.

There was a reversed height gradient over Europe which led to an anomalous easterly jet. Anomalous easterly jets usually mean that the normal westerly jet is weak. In this case, though, there actually was a northeasterly flow, which we’ll discuss below. This is directly connected to the cold air the spilled down from the Arctic last month – but it’s very difficult to attribute cause and effect when the NAO is involved.

Again, for more information on this… check out a previous post.

So, what causes the NAO to be positive in the first place?

There’s no single answer to this question, but one very compelling hypothesis (Franzke et al. 2004, JAS) is that the NAO is modulated by wave breaking activity in the North Atlantic. Anticyclonic wave breaking (“downward”) results in an upper level anticyclone which serves as the positive height anomaly needed for a positive NAO.

To illustrate this, I show two maps of potential temperature on the dynamic tropopause (2 PVU surface, from here). The first is from March 6 at 00z and the second is March 8 at 06z. Note that the anticyclonic wave break has deposited an upper level anticyclone into the North Atlantic, resulting in a dipole that looks a lot like the positive NAO pattern. I haven’t shown this, but the authors of the aforementioned paper argue that the negative center of action results from an anticyclonic wave break near the west coast of North America, which then moves eastward and meets up with the second wave break. This implies some sort of preferred timing between breaking waves near the west and east coasts of North America. The +NAO is also associated with atmospheric blocking, which is shown below. Atmospheric blocking and wave breaking are very much related, but that’s a story for another day.

European Cold

The end of January and beginning of February was horrible for most of Europe. Record breaking cold took over, with some temperature anomalies of more than 20 degrees colder than normal! Take a look at the map on the left of surface temperature anomalies (degrees C again) for Jan 28-Feb 2 of this year. It doesn’t capture the entire cold outbreak, but it certainly shows how ridiculously cold it was.

Part of the cold was funneled south by a giant high pressure system shown under the temperature map. Anticyclonic flow around the high brought in ice cold ai

r from the Arctic (same direction as that jet, mentioned above!). This stuck around for a while, because the atmosphere was stuck. One way to measure atmospheric blocking is to use CPC’s blocking index, which measures blocked flow at 500 mb. I’ve highlighted the approximate region of the cold spell on the attached blocking index. I’ve also drawn in approximate lines to show you the longitudes of Europe. Notice that there was significant blocking during this time (denoted by the warm colors), which led to a prolonged cold spell.

AAO/SAM (Antarctic Oscillation/Southern Annular Mode)

The AO’s sister in the Southern hemisphere is the SAM. Unlike the Northern hemisphere, there isn’t a lot of land down there, so the SAM is much more symmetric and doesn’t have a regional manifestation like the NAO. The Southern Hemisphere was dominated by a positive SAM this summer. However, during the summer, temperature and height gradients, as well as jets, are much weaker than during winter. This means that regional effects of a positive SAM are usually fairly weak during summer.

 

Mar 022012
 

I’d like to add a quick sounding analysis to complement Carlie’s previous post. I’ve attached a sounding from BNA (Nashville, TN). This was the closest sounding I could find to the high risk area (there are none in Kentucky!).

A couple of things pop out. First, we have a veering wind profile, which means that the winds turn clockwise with height. Veering winds are associated with warm air advection (WAA), such as the warm front seen on Carlie’s surface map below. WAA provides lift because warm air is less dense than cold air. If warm air is advected into a region of cooler air, it has nowhere to go but up!

Secondly, the CAPE from the most unstable layer is over 2400 J/kg. CAPE is essentially a measure of the buoyancy of air. When air parcels are warmer than their environment throughout a significant layer of the atmosphere, CAPE is high. CAPE is arguably the best metric of atmospheric instability, but by itself it isn’t very meaningful. Lots of CAPE with no lifting mechanism is wasted CAPE.  That isn’t the case today (see Carlie’s post).

We usually have to wait until Spring for this kind of weather, but it looks like Spring has come early this year. It kind of makes you wonder – if this is Winter, what will Spring be like?

Mar 022012
 

Severe weather already made its presence known a few days ago as violent thunderstorms and tornadoes ripped through the Midwest.

Today won’t be much different. The Storm Prediction Center (SPC) has already issued a “High Risk” for severe weather in the Ohio and Tenessee Valleys. These storms have the potential of producing winds in excess of 75mph, large hail, and tornadoes.

SPC Convective Outlook

Now, lets take a look at the synoptic set-up that will lead to this severe weather outbreak.

There are 3 major “ingredients” or parameters, that are necessary for severe weather to occur. The first is lift. Lift is provided by a low pressure system. Taking a look at this surface map, we will notice a strong low pressure system along with both a warm and a cold front.

18z Surface Map 

The Jetstream also plays an important role in intensifying a low pressure system. Looking at a 300mb map, we notice that a strong jet streak located in the Midwest. Ahead of the strongest part of the jet, we have an area called the Left Exit Region (circled). This region is where the most upper level divergence is located. Divergence is just the drawing apart of air.

This intensifying low pressure system will provide enough lift in the atmosphere to aid in the development of severe weather.

Another necessary “ingredient” for severe weather is instability. Atmospheric instability occurs when a parcel of air is warmer than its surrounding environment. Because the air is warmer, it is less dense and therefore it rises. Atmospheric instability in moist, warm climates can lead to thunderstorms, hail and possibly tornadoes.
So, as of now we have 2 of the 3 necessary parameters in place for severe weather to occur. The third parameter necessary is moisture. Taking a look at surface dewpoints, we notice that they are over 60 degrees Farenheit. These dewpoints show that there is plenty of moisture available to support severe weather.
The dewpoints are able to rise due to a flow of moist air off the Gulf of Mexico ahead of the cold front.
With all this being said, it is possible to understand why the SPC has issued a “high risk” for severe weather today.
Feb 282012
 

A powerful storm is moving across the Midwest today and could bring a variety of weather to most of the country. A major winter storm could impact the northern midwest, while the Plains could see severe weather through Wednesday. The storm will track into the Ohio Valley Tuesday night and impact the Northeast on Wednesday and into Thursday morning.

Midwest

National Watches/Warnings Map

A strong low pressure system located in Colorado will track across the country this afternoon. Precipitation will develop ahead of the low and begin as snow. As warm air rushes in, the precipitation will then change over to a mix of freezing rain/sleet and rain. Heavy snow will occur late tonight and into Wednesday.

A blizzard warning is in effect for this afternoon through Wednesday for Southern South Dakota, Northern North Dakota and Western Minnesota.

Winter Storm Warnings have already been posted for Central Minnesota and Western Wisconsin.

In addition to the snow, winds will pick up and can possibly gust up to 30-35mph.

Central Plains

The Storm Prediction Center in Norman, OK has issued a Slight Risk of severe weather for Southeast Nebraska, Northern Kansas, Southwestern Iowa, Eastern Oklahoma, Arkansas and Missouri. Thunderstorms are expected to develop ahead of an upper level trough and a sheared environment is expected to develop as a mid level jet enters the region. These thunderstorms are expected to develop in the late afternoon through the evening.

These storms could produce strong winds, hail and even an isolated tornado.

Northeast

Late Tuesday night into Wednesday morning a low pressure system will continue tracking across the country and impact the Northeast.

Beginning late Wednesday morning, the Northeast will begin to see a mix of rain and snow. North of Albany, NY, Vermont, New Hampshire and Maine are expecting to see snow. Western and Southern New York State and Southern Massachusetts and Connectitcut will see a mix of rain and snow. New Jersey, Long Island and New York City are expecting to see primarily rain.

As the storm draws closer, temperature profiles will become more clear and the rain/snow line will be better defined.

 

 

The Arctic Oscillation

Atmospheric teleconnections have been something of a mystery to meteorologists for almost a century. One of the most well-known teleconnections is the Arctic Oscillation (AO).  Usually we measure the AO using geopotential height anomalies, typically at 500 or 700 mb. Figure 1 shows the two phase of the AO. During the positive phase there are negative height anomalies over the Arctic and positive height anomalies surrounding it. Since heights are in general lower at the poles than the midlatitudes, the positive phase of the AO represents an enhanced meridional height gradient, and the negative phase of the AO represents a weakened meridional height gradient.

An enhanced meridional height gradient is equivalent to an enhanced meridional temperature gradient. Using thermal wind balance arguments, one can show that this indicates an enhanced upper-level jet. Indeed, when the AO is positive, the polar jet is anomalously strong. Because of this, many people (myself included) like to think of the AO as a measure of the strength of the polar jet.

The North Atlantic Oscillation

The AO was identified in the 1950s by Ed Lorenz. About 30 years prior, Sir Gilbert Walker discovered an oscillation in sea level pressure between Lisbon, Portugal and Reykjavik, Iceland, and this has been termed the North Atlantic Oscillation (NAO). For our intents and purposes, the NAO is nothing more than a regional manifestation of the AO, and we will consider them to be the same thing. Be warned, however, that this topic is of some debate in the scientific community.

What’s the AO have to do with winter?

The AO can be statistically associated with winter weather throughout the Northern Hemisphere. The second figure shows a correlation map of the AO with winter (DJF) temperatures. During the positive phase of the AO, the eastern U.S. and Europe tend to be anomalously warm. Alaska, in particular, tends to be anomalously cold. These associations are reversed during the negative phase.

During its positive phase, the AO is associated with a strong polar jet and polar vortex. This allows the cold air to be “bottled up” in the Arctic and keeps most areas just south of the Arctic circle warmer than usual. When the polar jet breaks down, the AO turns negative and the cold air “spills” out into the world.

To the left is an image of the AO index for the past few months. Note that it was positive for most of the winter. During the last half of January to the middle of February the AO turned negative. That was also around the same time that Europe got really, really cold. Remember that the negative phase of the AO

is associated with cold in Europe. Now it’s positive again.

Why do we care?

I do not consider the AO/NAO to have its own internal dynamics, but this, again, is subject of much debate. I prefer to think of the AO as the result of weather events – lots of different synoptic patterns, such as cyclonic and anticyclonic wave breaking, can affect the phase of the AO.

The most important part of the AO, though, is its predictability. It is much easier to predict the phase of the AO than it is to predict individual weather events over a significant amount of time. This is mainly because the AO covers a large geographic region over a long range of time, similar to how climate predictions work. Short term variations (noise) just aren’t as important and don’t throw the forecasts off as much – they tend to average out.

The last is a prediction of the AO for the next 14 days from the Climate Prediction Center. Note the end where the forecast is – most of the ensemble members (identified by the yellow shading – ensemble spread) are forecasting the AO to stay positive for the next 2 weeks.

This would imply that the Eastern U.S. will stay warm for the foreseeable future. We’ll keep our fingers crossed!

 

Feb 262012
 

National Outlook: Monday 2/27 thru Wednesday 3/1

Northeast: A warm front moves through Upstate New York early Monday allowing for some rain and snow showers. High pressure will build into the area on Tuesday before it moves out. Tuesday should be mostly sunny around the Northeast. A storm approaches late Tuesday night into Wednesday. This storm could bring snow to some areas, and rain to others.

Monday:Forecast of Fronts/Pressure and Weather valid Mon 12Z

  • Upstate New York could see some rain/snow showers
  • New England-Mid Atlantic: Mix of sun and clouds, but dry

Tuesday:

  • Mostly sunny around the Northeast.

 

Wednesday:

  • Storm arrives.
  • New York State: forecast looks like snow
  • New England: rain and snow mix
  • Mid Atlantic: rain

South: Southerly flow will provide moisture for rain and showers through the Gulf Coast region on Monday. Tuesday could see some light rain through most of the South. A strong low pressure system will move from the Central Plains providing rain and thunderstorms. Some of these storms could be severe.

Monday

  • Gulf Coast, Georgia, Florida and South Carolina: showers and storms

Tuesday

  • Partly sunny with a slight chance at showers through the South.

Wednesday:

  • Rain and thunderstorms move from the Central Plains and into the South. Some storms could be severe

 

Central Plains: High pressure dominates on Monday, but the Great Lakes region and Minnesota could see snow showers with an associated Low Pressure system. Late Monday night into Tuesday, High pressure begins to move out and Low pressure makes its way into the Central Plains. This low pressure system will bring organized thunderstorms into the Midwest, with a severe thunderstorm threat for Eastern Oklahoma, Arkansas and Southern Missouri. Storms move out by Wednesday morning, but the Dakotas could see some snow.

Monday:

SPC Slight Risk for Severe Weather

  • Some snow showers in Northern Minnesota and the Great Lakes region

Tuesday:

  • Organized thunderstorms, possibly severe, in Eastern Oklahoma, Arkansas, Southern Missouri.
  • Dry across the Ohio Valley

Wednesday:

  • Snow in the Dakotas
  • Tuesdays storms move into the Tennessee Valley

 

West: Dry weather in the South West, but strong winds will develop through Tuesday night. The mountainous regions of California and Colorado will see some snow. On Tuesday, a strong storm will enter the North West bringing heavy rain. The rain and snow will continue into Wednesday.

Monday: 

  • Strong winds in the South West
  • Higher elevation snow in California and Colorado. Snow light snow flurries in Oregon

Tuesday:

  • Storm enters Northwest bringing in heavy precip to Washington, Oregon and Northern California

Wednesday:

  • Rain and snow continues


Feb 252012
 

Figure 1

Anchorage is Alaska’s largest city and is home to nearly 40% of the entire states population. Located in South-central Alaska, Anchorage is a low lying coastal city with the Chugach Mountains located to the East. To the north, The Alaska Range blocks the city from interior cold air, keeping Anchorage’s temperatures 20 to 30 degrees warmer than the rest of the state.age is Alas

Since December 1, Anchorage received 71.9” of snow. With a snow pack of 31” and temperatures just averaging just above zero the snow isn’t expected to melt until late spring or early summer. The average January temperature this year was just 2.5 degrees.

So why so much snow?

Well there is a combination of factors that have led to this record snowfall. First we have an Aleutian Low. The Aleutian Low is a semi-permanent low pressure system located near the Aleutian Islands in the winter. As you can see in figure 2, the dark purple shades represent the low mean sea level pressure associated with the intense Aleutian Low.

Second, we have the jetstream (Fig. 3). In the left-exit region of the jet, located just south of Alaska, there is a maximum area of upper level divergence. Upper level divergence leads to intensification of the surface low.

So, we already established that the Aleutian Low occurs each winter, and that there is a jet stream located south and west of Alaska. But what do these two factors have to do with the record snow fall?

Well, a composite anomaly map shows that this year, the Aleutian Low been more than 12mb stronger than normal. So the combination of a strong area of upper level divergence and a low pressure system, leads to a period of persistent snowfall, which is what Anchorage has experienced this season.

 

As Carlie mentioned, this winter in the Northeast U.S. hasn’t been very winterlike. This isn’t true for much of the rest of the Northern Hemisphere though. Take a look at the map on the left, showing averaged temperature anomalies since Jan. 1 of this year. Most of the U.S. has been warmer than usual, but Europe, all the way around the globe to Alaska, has been really cold.

I think it’s rather enlightening to look at this winter as a result of a few different climate modes acting together. This first post will look at the El Nino Southern Oscillation (ENSO). The second post will analyze things in the midlatitudes using one of my favorite measures of the midlatitude flow pattern: the Arctic/North Atlantic oscillation (AO/NAO).

ENSO

The state of ENSO is considered very important in modulating the overall winter flow pattern. For instance, many seasonal forecasters rely heavily on ENSO analogs to make their forecasts, especially for the winter. Sometimes this works out well. Sometimes it doesn’t. This current winter is a perfect example of the latter. Frankly put, this year we’ve had a weird La Nina that doesn’t follow the rules. Let’s take a look.

The diagram to the right is a hovmoller from the TAO buoy array (courtesy of NOAA).  In a La Nina event, SSTs in the east Pacific (EPAC) are cooler than usual, and we see that in this event. Anomalously cool SSTs lead to reduced convection over the EPAC which shifts the Walker Circulation, and sometimes even reverses it (and the trade winds!).

Knowing the location of convection along the Equator is the key to understanding how ENSO affects the midlatitudes. Areas of convection along the Equator are associated with large amounts of diabatic heating from latent heat release which warms the column and generates positive potential vorticity anomalies, which leads to ridge development. Coriolis torques the flow to the right and forms the gyres which develop into Rossby wave trains and move around the globe. These wavetrains are guided by the subtropical jet (often called a “waveguide”) and are the main way in which the tropics interact with the midlatitudes.

The third map shows 500 mb height anomalies. The top map is a composite
over many La Nina years from the past half century. It represents what one might call a “typical” La Nina pattern. I use this word cautiously – there’s really no such thing as a typical La Nina. The bottom map shows a daily composite since Jan. 1st of this year. Note how different the patterns are!

The entire orientation of the mid-latitude Rossby wave response is different this year than one might expect. This creates a very different jet orientation, which I’ve taken the liberty of drawing in for you. Note that the height gradient this year extends all the way across the U.S. which implies that we’ve had a strong jet over the Northeast which has kept any significant troughs from coming through and allowing the cold air to spill down from the higher latitudes. In contrast, an anomalously weak jet is implied over Europe, where they’ve been really, really cold. The pattern over Europe has been almost completely opposite that of a “typical” La Nina year.

It is interesting to note, though, that the cool SSTs are where climatology would lead us to expect in the EPAC. The convection is in roughly the same place and the anomalous trough (mass sink)  is in the same place. Note that the anomalous trough this year, caused by the lack of convection, is a touch further east and a bit weaker than one might expect. Also, the orientation of the wave train is completely different. This hints that something more powerful than just ENSO is at work.

So why is this?   

Well first of all, there isn’t really a “typical” kind of La Nina event. The same thing goes for El Nino. Each event is a little different and we don’t have a good sample size to study these from. To truly understand ENSO we need detailed ocean and atmospheric data, and we only have that back into the 1970s, which gives us very few ENSO events to study.

The main reason that flow patterns can differ between ENSO events is that other modes of variability can be as effective, or even more effective, than ENSO in modulating the midlatitude flow. The MJO and other equatorial waves (especially Kelvin and Equatorial Rossby waves) can have significant impacts on midlatitude weather, and can often overpower the ENSO signal. These waves are more variable than ENSO and usually many pass through in the course of one season. It’s the aggregate activity of these waves that has significant effects on ENSO, but that’s a story for another day.

 

Where is the snow?

 Posted by Carlie at 7:07 pm  Weather Forecasts
Feb 202012
 

January 25-27 2011, Courtesy of NASA

The biggest headline this winter so far has been the lack of snow. Mild temperatures have been sweeping across the nation and with Spring only a few weeks away, Mother Nature has many people wondering if we are going to see any more snow.

Lets take a look back…

January 2011 was an unforgettable month for people living in New York City. Central Park was hit with 36.0” of snow, almost 5 times the normal amount of 7.5”.  Most of the monthly snow fell during January 26 and 27th when a Nor’easter came up the coast dumping 19” of snow. This storm came just a month after the Christmas Blizzard brought 20 inches of snow. January 2011 set a new record for Central Park naming it the snowiest January on record.

This January, Central Park has had an average temperature of 37.3 degrees with only 4 days with high temperatures that fell below freezing. Unfortunately this was not the warmest January on record. In 1932 Central Parks average temperature for the month of January was 43.2 degrees. With mild temperatures like these it’s no wonder Central Park only saw 4.3” of snow.

With February temperatures already above normal, can we rule out the possibility of more snow?

© 2012 Taken By Storm Header image by gumayunov, license: CC 2.0 Suffusion theme by Sayontan Sinha