Thursday, April 25, 2024
Big Ups for Atmospheric Sciences at the U
Sunday, April 21, 2024
We've Created a Monster
Last Week, the Kem C. Gardner Policy Institute at the University of Utah released a detailed fact sheet highlighting the economic contributions of Utah's ski industry. If it seems like the Utah ski industry has changed dramatically in recent years, this study largely confirms it. A few interesting tidbits.
Skier days have really taken off since 2020/21 with each year since setting a new record, reaching 7.1 million in 2022/23. And that 7.1 million was reached with Little Cottonwood being closed by avalanche hazard for the latter part of the season. If it seems like there are more people at the resorts than there used to be that's because there are.
Where did all these skiers come from? During the 2022/23 season, 44% were from Utah. The rest came from all over the place. Want to blame California? They are the biggest non-Utah source, although they represent only 8% of skiers. Colorado is good for 2%. I think they come for the snow.
One graph examined the relationship between annual snowfall (apparently at Alta) and skier days. I look at this chart and I see the variability caused by seasonal variations in snow being somewhat small through about 2017/18 when growth takes off and dominates.
There was no attempt to look at backcountry skiing. Although the number of skier days is probably a factor of 10 or more smaller, I suspect the growth rate is even larger than the skier days at ski resorts.You can access more at https://d36oiwf74r1rap.cloudfront.net/wp-content/uploads/2024/04/SkiIndustry-FS-April-2024.pdf
Friday, April 19, 2024
Just Past Peak Upper Elevation Snowpack
The statewide snowpack water equivalent, based on an average of all stations in Utah, peaked on April 1-2 at 18.8 inches and after fluctuating just below that value for about 10 days, has been steadily declining and now sits at 15 inches.
Source: NRCS |
The peak of 18.8 inches was 117.5% of the median peak of 16 inches, so it's been a decent snow year statewide.
The situation though varies depending on region and elevation. We'll focus here on the Wasatch Range. The lowest elevation SNOTEL site in the Wasatch is Ben Lomond Trail in the North Ogden Valley, which is at 5971 ft. The snowpack at Ben Lomond Trail also peaked on April 1–2. This is a snowy location, so the peak snowpack water equivalent was 28.4", more than 10" higher than the state average, despite the low elevation.
After April 8, the snowmelt at this site began in earnest and it has since shed a bit more than 10" of water, or a bit over a third of the snowpack.
Above this site at the Ben Lomond Peak SNOTEL site, which is at 7688 ft, the snowpack peaked at 53.4" where it sat at from April 8–11. It has declined only slightly since.
Source: NRCS |
Source: NRCS |
Given that forecasts look pretty dry for at least the next few days and mild to warm, I suspect it is safe to say that we are well past peak snowpack now in the mid elevations, are probably past peak on upper elevation south aspects, and are likely past peak on upper elevation north aspects.
Tuesday, April 16, 2024
The Fate of Alpine Glaciers
In the previous post, Climate Change Case Study: Austria, we examined recent trends in snow measures and potential impacts of future warming on skiing in the eastern Alps. Declines in snow and snowcover are evident in the recent past and expected to continue in the next few decades in low- and mid-elevation areas. High-elevation resorts in Tyrol, where resorts more commonly extend above 2000 meters, are the most "climate resilient" but will still feel the effects of climate change. Ski area viability declines with ongoing greenhouse gas emissions and future warming. One estimate suggest that with 2°C of warming relative to 1961–1990, only 64% of Austrian ski areas will be snow reliable. With 4°C of warming, this number drops to 16%.
In this post we look at the fate of glaciers in the Alps. Glaciers are large masses of land-based, perennial ice, and they exist at upper-elevations throughout the Alps. The map below shows the Alpine glacier coverage circa 2010. Small glaciers are found from the far western to far eastern Alps, with the greatest concentration of large (5–100 square km) glaciers in the highest Alpine terrain from roughly Mt. Blanc to Zermatt (between about 6.75°E and 8°E).
Source: Huss (2012) |
Large glaciers exist elsewhere in the Alps, however, including the Swiss Jungfrau (southeast of Bern), where the Aletsch Glacier glacier, the largest and longest in the Alps is found, the Ă–tztal and Stubai Alps of Austria's Tyrol, the Ortler and Rhaetian Alps of Italy southwest of Bolzano, and the Hohe Tauern in eastern Austria (between 12°E and 13°E).
Monte Rosa and the Gorner Glacier above Zermatt |
Glaciers in the Alps have been losing mass and retreating in recent decades. This reflects what is happening across the globe. The graph below shows the cumulative mass change in mass balance for reference (i.e., well-monitored over decades) glaciers (in cumulative meters of water equivalent) illustrating the downward trend. Central Europe (blue) includes trends from Austrian (6), Swiss (5), French (3), Italian (2), and Spanish (1, Pyrenees) glaciers.
Source: Zekollari et al. (2019), with annotations added. |
Source: Zekollari et al. (2019), with annotations added. |
Last week, the Austrian Alpine Club released it's annual glacier survey and report. They have been surveying glaciers in Austria for over 100 years, but this one got a lot of coverage because they warned that Austria will be largely ice free in 45 years. In other words, perennial ice will largely be gone. This is generally consistent with my scientific understanding, although I hope that perhaps some high-altitude glacier remnants may survive in the Austrian Alps if we can get our act together.
Wednesday, April 10, 2024
Climate Change Case Study: Austria
It was a great ski season here in northern Utah, but the situation at low elevations in the Alps this year was dismal. The photo below was taken on March 3rd at Brixen im Thale, part of the SkiWelt Wilderkaiser – Brixental megaresort in the eastern Tyrol of Austria. Despite it being early March, the natural snowpack was non-existent and artificial snow was scant.
This is a low elevation area. The photo is taken at 800 meters and much of the skiing in this region is is below 2000 meters. At these elevations, snow is especially vulnerable to temperature, and this winter was remarkably warm in the Austrian Alps. Geosphere Austria, the state meteorological and geophysical science service, reported that February was the warmest on record, with a mean temperature in mountainous areas an incredible 5.9°C (10.6°F) above the 1961–1990 average. The impacts can be seen above. This was followed by a March that rated as the warmest in history in the Austrian lowlands and the ninth warmest in the mountains. Basically, this winter was a disaster for lower-elevation skiing.
On the other hand, March snow depths at upper elevations of the western Austria states of Vorarlberg and Tyrol were 10 to 20 percent above average, whereas in the central Austrian States they were near average. Basically, it was a tale of two altitudes. That said, does this represent the future of skiing in the Austrian Alps? Let's take a look.
Recent Trends
Austria has an extensive snowpack observing system. For the 2nd edition of Secrets of the Greatest Snow on Earth, Marc Olefs of Geosphere provided me with long-term trends of seasonal mean snow depth (top figure below) and snow cover duration (bottom figure below) in Austria from 1961–2021. No observing sites in Austria show positive trends in either of these variables. Roughly 67% exhibit statistically significant declines in average snow depth and 80% show statistically significant declines in snow-cover duration (i.e., the length of time with at least 1 cm of snow on the ground). These trends tend to be largest at lower elevations.
Source: Steenburgh (2023). Data from Olefs et al. 2021 and updated through 2021. |
Note that with one exception, these sites are below 2000 meters. In western Austria, there are resorts that go to well above that elevation, including a few places where lifts extend to more than 3000 meters, such as Stubai Glacier, Hintertux Glacier, and Sölden. These resorts have upper-elevation glacier skiing and typically long seasons. Hintertux Glacier is currently the only ski area in the world with year-round operations (Zermatt attempts to do this, but has not been able to the past two years due to poor glacier conditions).
It is well documented that glaciers in the Alps are loosing remarkable amounts of mass. One of the most studied glaciers in the world is the Hintereisferner in the Ötztal Alps about 15 to 20 km from Sölden as the crow flies. The annual mass balance of the Hintereisferner has been negative every year since 1983 and losses have been accelerating.
Source: https://wgms.ch/products_ref_glaciers/hintereisferner-alps/ |
There are no "good" years for glaciers in the Alps anymore. Oh, you might hear that they had a good winter (this winter might have been a decent one at upper elevations), but the insidious influence of temperature is simply too overwhelming. Hintertux Glacier goes to extreme lengths to enable summer skiing operations, which I suspect are not going to continue much longer.
Source: Steenburgh (2023), from 80-20/Shuterstock.com |
Future Snowfall Trends
Source: Frei et al. (2018) |
Source: Steiger and Abegg (2011) |
Source: Steiger and Abegg |
Summary
Tuesday, April 9, 2024
It's Over
I'm calling it. Spring is here. Powder skiing chances now will be increasing intermittent.
The final powder weekend was a good one. It was ideal for April powder skiing with a goldilocks dump that covered much of the buried crusts, a remarkably cold airmass, and enough cloud cover to limit the caustic effects of the now high-angle sun.
Forecasts for this week are not hopeful if you are hoping powder. Below is the 7-day GFS. Mt. Baldy (11,000 ft) tempeatures rising the next few days into the 30s. Near 50 at Alta Collins. Maybe a shower or two, but not enough to enable real powder skiing.
Saturday, April 6, 2024
Alta 600
Alta went over the coveted 600 inch mark today thanks to ongoing showshowers that for a time in the morning featured a bonafide mid-lake band. It has been a long time since I can remember a solitary, well-developed mid-lake bands taking aim at the Cottonwoods. The image below is for 1329 UTC (7:29 AM MDT).
Rumors are it was a hell of a day of skiing. Good for you if you were up and enjoying the early April freshies.
It's still stacking up as I write this at a bit after 5 PM. Total snow depth is now up to 181", or a bit over 4.5 meters for the rest of the world.
Some more snow showers through tomorrow. My thinking is a few more inches for Alta, mainly this evening, but Mother Nature seems like she wants to keep it coming these days so who knows. Tomorrow the sun could make some appearances, which might complicate matters for powder preservation, although it is a pretty cold airmass, which will help on some aspects and at upper elevations. I liked this quote from today's Utah Avalanche Center forecast:"Will the new snow be stable or unstable? I do not know. Therefore, you have to be your own avalanche forecaster."
I'll use that for inspiration. Watch the radar and be your own weather forecaster.
Thursday, April 4, 2024
Winter Returns Again
Our spring roller coaster ride continues this week. Yesterday we cracked 70˚F for the first time this calendar year at the Salt Lake City International Airport. It also hit 50˚F at Alta-Collins (9662 ft). Today we will add high clouds and wind to the mix, but will remain mild.
The weekend though will be colder. Much colder. The change happens on Friday with the arrival of a deep closed low and cold front. The latter looks to sweep across Utah during the day, putting is in cold, southwesterly flow tomorrow afternoon. You read that right: cold, southwesterly flow. This is a trough that digs southward along the California coast, bringing cold air with it. As a result, as seen in the GFS forecast below, the cold air initially moves into Utah with southerly and southwesterly flow at 700-mb (crest level) tomorrow.
It takes a while, but we eventually see cold westerly and northwesterly flow once the trough has moved downstream late Saturday.
For Alta-Collins, the GFS has two major periods of precipitation, one during the day tomorrow roughly with the frontal passage, and then during the day Saturday and Saturday night with and in the wake of the upper-level trough. There are a few dribs and drabs between those two storm periods.
Saturday, March 30, 2024
Winter Continues
It's a great pattern for late March with snowfall continuing today. Overnight, Alta-Collins picked up 6 inches (as of 7 am) and the radar looks pretty filled in as I write this at 7:20 AM.
Snow today from 7 AM to 5 PM should add another 3-6" to the stake. The HRRR says morning will be more active than afternoon, whereas the GFS keeps it going for most of the day. Let's hope the latter verifies as that might push us above my forecast range.
Periods of snow will continue through Sunday night, with perhaps some snow showers on Monday. I'm not sure if it will stay cloudy and snowy enough on Monday to help preserve the snow, or if we will start to see the caustic effects of the sun. After Monday though, warmth and sun return this great powder run will come to an end.
Wednesday, March 27, 2024
The Goods on Graupel
Monday, March 25, 2024
Just What the Doctor Ordered
The Saturday night frontal passage seemed to provide just what the doctor ordered for transitioning from spring skiing back to proper powder skiing. I found good skiing yesterday with just a hint of bottom feeding at mid elevations if you kept the slope angles reasonable.
Storm totals per the Alta-Collins site are now over two feet. Elsewhere, a healthy lake band developed overnight, but raged over the western Salt Lake and Utah Valleys.
It has since broken up some but scattered lake-effect snowshowers continue this morning, albeit a bit farther west than central Wasatch skiers would like.
The unsettled post-frontal weather will continue through Tuesday evening. Although not in the lake-effect now, expect periods of snow showers throughout this period in the Cottonwoods and perhaps even a thunderstorm or two in the afternoons. For the period from 6 AM MDT this morning through 6 PM 12 AM MDT Wednesday March 27, the GFS produces .79" of water and 14.7" of snow at Alta. The HRRR was less excited (.44"/7.6"). Regardless, it will come in fits and starts, which is my new phrase for the week. It's great skiing for late March. Hopefully the sun will not do too much damage when it appears at times.
Enjoy.
Sunday, March 24, 2024
Storm Update
Pretty good delivery of the white in the upper Cottonwoods yesterday afternoon and last night. As of 6 AM, Alta-Collins is already at 13 inches with 1.32" of water. That's a mean water content of 10%, although I suspect it's right side up. We need some high density snow to bury the coral reef anyway. All in all this is good news.
Radar early this morning showed a fairly active northwesterly flow pattern.
Expect periods of snow in the northwesterly flow to continue today. The HRRR really lights it up with .66" of water and 11.1" of snow at Alta from 7 AM to 5 PM MDT today. The GFS is not as excited puts out .19" of water and 3.6" of snow. A big reason for this discrepancy is the HRRR really gets things going in the northwesterly flow, including some lake effect, as illustrated by the forecast radar image for 2000 UTC (2 PM) this afternoon.
And for the 6-h period ending at 0000 UTC (6 PM MDT) the HRRR is generating 7.5" of snow for Alta and even higher amounts along the Alpine ridge to the west in the Lone Peak area.
A real question is how much to buy into the HRRR forecast? I'm inclined to expect another 4-8" at Alta-Collins for 7 AM this morning through 5 PM this afternoon, which sits between the GFS and HRRR. I'd put the odds of going above that higher than below. How bout we throw in the chance of a T-storm too? Welcome to spring.
Saturday, March 23, 2024
Winter to Return
After about a week of splendid spring weather, winter will be returning to the Wasatch Range today with the arrival of a cold front this evening.
Although there will be some periods of high-elevation snow and low elevation rain ahead of the front, the main action will be associated with the frontal passage which will bring a few hours of steady snowfall overnight.
The cold-front is very apparent in the latest HRRR run with an abrupt drop in the wet-bulb zero height at between 7 and 8 PM.
We base the wet-bulb zero level estimate on the model forecast from the airport (if we used data from Alta we would not be able to estimate snow level most of the winter since there's no data below ground), so expect that drop to be more like from 8-9 PM in Little Cottonwood. Snow levels are usually a bit below the wet-bulb zero, so expect them to be in the area of 7000-7500 feet today, possibly higher in the afternoon with heating, and then drop to near bench levels after the frontal passage.
The HRRR is calling for about 0.85" of water and 8.6" of snow at Alta Collins through 9 AM Sunday. A bit less than half of this is high density snow that falls in fits and starts ahead of the front, including this afternoon, and the remainder is with the frontal passage. Densities will be decreasing behind the front.
The HRRR then shuts things down late tonight through tomorrow afternoon when things begin to pick up again.
The GFS is less enthused about the pre-frontal precipitation today but is in rough agreement on the frontal passage. It's also a bit more active during the day tomorrow. Through 9 AM Sunday it's at .55" of water and 7.6" of snow.
So, expect some fits and starts of wet snow at upper elevations today and then steady snow with the frontal passage this evening and tonight. I'm inclined to go close to the model water numbers on this with 0.5 to 1" of water and 6-10 inches of snow at upper elevations through 9 AM tomorrow.
Given the warmth of the past week, I'm not overly optimistic that the frozen coral reef will be buried by tomorrow morning. Things will need to go above those numbers probably to prevent a lot of bottom feeding. If that doesn't happen, the better skiing tomorrow morning will probably be in lower angle terrain where the snow surface is currently fairly smooth.
That said, behind the front, unstable northwesterly flow looks to predominate through at least Tuesday and possibly Tuesday night. The GFS time-height section shows this well.
Wednesday, March 20, 2024
Beautiful Spring Weather
If you look carefully, you can see a couple of clouds in the Mt. Baldy web cam from Alta Ski Area this morning.
Source: Alta Ski Area |
Those are not enough, however, to mar the incredible run of beautiful weather we have had since the demise of the easterlies on Saturday.
Indeed, that run will continue today with clear skies and temperatures into the upper 60s in the valley. If we can't have powder, this is a pretty good alternative.
A weak short-wave trough will come through tomorrow and bring in a few more clouds and maybe a spritz of a shower or upper-elevation snow shower for the mountains tomorrow. Significant weather will hold off until the weekend when a cold front is expected to push across northern Utah on Saturday. Current forecasts suggest that the front will arrive in the afternoon. Below is the ECMWF forecast valid 2100 UTC 23 March (3 PM MDT Saturday) with the front approaching Salt Lake City.
Sunday, March 17, 2024
Sastrugi
Along with graupel, sastrugi is one of my favorite weather-related words and I saw plenty of it ski touring yesterday.
Sastrugi is defined by avalanche.org as "heavily wind eroded snow with wavy textures." Sometimes it looks rough or pockety. In the photo below, it appears there is avalanche debris on this slope, but in reality it is all sastrugi.
In some areas, the sastrugi was dense wind board and generally supportive of a skier.
In others, it was actually somewhat soft and didn't ski to bad on the descent. Each turn was a mystery!
Although I like sastrugi as a word, it's not my favorite snow surface to ski. We can blame the sastrugi in this case on the multiday easterly wind event that has been affecting the Wasatch Range and Front since Thursday. Observations from Alta's Mt. Baldy show the winds veering (turning clockwise) from southwesterly just prior to 1200 MCT 12 March (Tuesday) to north by 0000 MDT 14 March and then locking in with easterly flow with gusts reaching over 50 mph on the 15th (Friday) when most of the damage was done.
The large-scale setup for these winds was something that meteorologists call anticyclonic wave breaking in which a high-amplitude ridge develops in the high latitudes and leads to the formation of a closed low downstream and to the south. Below is the GFS analysis for 1200 UTC 15 March during the period of stronger easterly flow on Mt. Baldy. Note the ridge off the Pacific Northwest coast and the deep closed low centered along the CA-MX border, resulting in strong easterly 700-mb (crest-level) flow over the Wasatch.