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Sep 18, 2021 18 tweets 8 min read Read on X
December 2021: this forecast of stratospheric temperature anomalies is pretty unusual 🔴

How unusual? The zonal mean anomaly between 60-90˚N is the *2nd warmest* predicted by @ECMWF (from September) compared to all years from 1993-2020.

🧵 Thread: winter forecast tea leaves 🌿
The stratospheric polar vortex, located high up in our atmosphere above the poles during winter, weakens substantially about ~6 times per decade when a sudden warming & west-to-east wind reversal occurs.

This can end up bringing cold weather to the troposphere, where we live 🥶
Sudden Stratospheric Warming (SSW) events, as they're called, are predictable weeks to months in advance, but we don't often get a signal seasons out.

Well, in 2021-22, we are getting a signal and it's a pretty strong one! 💪

This is helpful with winter climate predictability.
In 28 years of seasonal ECMWF guidance issued in September, there was a signal (≥1σ) for an SSW in 4 Decembers before this year.

An SSW happened in 3 out of 4 of those winters, but there were misses in the early 2000s.

The signal in 2021-22 is the 2nd strongest of all cases 📶
Let's take a moment to appreciate this.

This may turn out to be one of the earliest possible SSW events identified prior to the winter season in modern times.

We have a lot of time to watch this unfold. That's a luxury when it comes to forecasting!
This shows how the 2021-22 *forecast* SSW may dramatically affect atmospheric height patterns.

👀 Eyes on the upper right corner!

In Dec-Jan, the stratosphere couples with the troposphere above the North Pole.

High heights at high-lats ↔️ cold air can escape to mid-lats 🐻‍❄️
📞 Teleconnections: stratospheric winds high above the equator are linked to winter weather!

The easterly descending phase of the Quasi-Biennial Oscillation brings an increased chance of SSW events.

Watch the upper right: Dec-Jan westerly winds slow (🔵), jet stream weakens.
Good news! We have 9 December stratospheric warming events (≥1σ) that we can use as reference points: 2018, 2003, 2001, 2000, 1998, 1997, 1987, 1968, 1960.

What was the weather like during December of those years? The following January...?

🕵️‍♂️ Forecast clues 👇
In December of the historical SSW events, higher heights occurred at higher latitudes & a Greenland block developed.

This pattern was favorable for coastal storms in the eastern U.S. & European winter storms.

The SSW is 1 of many climate drivers. There are no 1:1 relationships!
In January of the historic SSW events, the high latitude blocking signal (🔴) persisted.

The threat for harsh winter weather pushed southward into Asia & affected western North America 🌨️

A negative North Atlantic Oscillation continued, impacting conditions in Europe.
What about SSW forecast confidence? Confidence can arise from agreement across different models. An average of multiple models is better than the best individual model!

If we look at an average of 8 different models, the signal is still alive and well, strongest in November.
Is there model skill in predicting an SSW this far in advance? Yes!

Outlooks for November & December look to have the most skill, considering forecasts issued during August.

Maybe @WorldClimateSvc will share the September skill charts 🙂

This still doesn't guarantee an SSW will occur!

Although the signal has been present for the last several months (see tweet below from June), forecasters will look for it to persist & intensify (or not) over the next few months.

🗣️ Seasonal outlooks are very different from weather forecasts.

A forecaster has different tools in his belt to tackle different time scales.

Short-term weather, sub-seasonal forecasts, seasonal climate outlooks, and climate change projections & their interpretation is unique.
📃 There are many publications on SSWs, their predictability, causes, and impacts. Want to learn more? Google it.

There are also some fantastic resources to monitor real-time forecasts, like @SimonLeeWx's website: simonleewx.com/gefs-35-day-10… & ECMWF weeklies: apps.ecmwf.int/webapps/opench…
If some densely populated areas experience a winter that seems particularly cold, it doesn't detract from the bigger picture: we live in a warming world 📈

Our perceptions of warm vs cold may be subconsciously changing, so even a marginally cold winter could feel really cold.
🤷‍♂️ Big whoop. Winter is cold. What's the big deal here?

This type of information can be useful for those involved with commodities & the primary sector as well as long-term planning for more resilient energy systems when it comes to extreme temperatures & population growth.
💭 In conclusion, you can think of the polar vortex forecast this winter like someone walking home after a fun Friday night out on the town...

🌀 A polar vortex "lacking coordination" has a higher chance of bumping into your part of the Northern Hemisphere 🍻

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More from @BenNollWeather

May 20
A freight train of warm water chugging beneath the surface of the Pacific Ocean is a big reason why a super El Niño may form this year.

Ocean waters have peaked around 7.5˚C (13.5˚F) above average, breaking records.

And now, it's nearing the western shores of South America 🧵
There are few modern comparisons to this big blob of warmth across the undersea Pacific — called a Kelvin wave.

Its intensity rivals what occurred at this time in 1997.

But there is more warm water available in 2026 that could further boost El Niño's eventual strength. Image
This El Niño-forming Kelvin wave was spurred by triplet cyclones that sparked a big westerly wind burst in the West Pacific during April.

Upper-ocean heat content in that region was near-record or record high in 2025, contributed to by several La Niña events and climate change. Image
Read 7 tweets
May 12
The notorious super El Niño of 1877-78 contributed to a global famine that wiped out 3 to 4 percent of the global population.

It was arguably the worst environmental disaster to ever befall humanity.

Are we better prepared now? The evidence says yes 🧵 Image
There was no way to know that such a powerful El Niño was coming in 1877, nor what it meant.

Modern-day knowledge about the phenomenon was greatly boosted by advancements in climate monitoring and prediction following a super El Niño more than a century later in 1982-83.
The devastating losses associated with the super El Niño of 1877-78 aren’t likely to repeat today because the social, political and economic factors that exacerbated the effects don’t currently exist.

Still, such an extreme climate event today could have significant impacts. Image
Read 6 tweets
May 6
New ECMWF data shows near a 100 percent chance of a super El Niño by October.

The central equatorial Pacific is forecast to surge 2.7˚C above average by then — approaching record levels — and this major climate event will still be intensifying 🧵
Potential El Niño strength scenarios range from +2.1˚C to +3.3˚C through October, according to 51 ECMWF ensemble members.

And warming will continue into December or so. Image
The new relative index, which compares sea temperatures in the central equatorial Pacific to the rest of the tropics, also suggests a super El Niño is likely.

It lags the traditional index by 0.5˚C.

This will be an intense event regardless of the measuring index. Image
Read 5 tweets
Apr 22
A strong-to-severe marine heat wave, which stretches more than 5,000 miles across the Pacific, is setting the West up for some volatile summer weather.

Elevated atmospheric moisture could cause unusual humidity, more monsoonal thunderstorms and higher tropical downpour risks 🧵
This marine heat wave and a developing El Niño are expected to increase the level of moisture availability around the West.

Possible impacts include elevated overnight temperatures, uncomfortably muggy conditions and higher risks for thunderstorms and tropical storm remnants.
There could be notable impacts in the ocean, too.

“In Southern California, we are concerned about fish migration, kelp forest degradation, whale entanglements, harmful algal blooms and sea bird mortality,” said @DillonAmaya. Image
Read 5 tweets
Apr 6
Strongest El Niño on record this year?!

New ECMWF guidance shows a *75% chance of a super El Niño* by October, with some scenarios suggesting the most intense event in more than a century.

It will bring wide-reaching weather impacts that last into 2027 🧵
El Niño will raise the risk for droughts and downpours.

Droughts: India, Caribbean, central Africa, Indonesia, Australia, Philippines, South Pacific, Central America and northern Brazil.

Downpours: Peru, Ecuador, northern/eastern Africa, Middle East and the equatorial Pacific. Image
Many areas will probably experience more intense heat waves this year, influenced by El Niño.

That includes the western and southern U.S., Mexico, Central America, South America, large parts of Europe, Africa, the Middle East, India, Indonesia and Australia. Image
Read 7 tweets
Apr 3
Have you ever heard of triplet cyclones?

This weekend and next week, three tropical cyclones may form in the West Pacific. One of them looks particularly powerful, near eastern Papua New Guinea.

🚨 Devastating rainfall of 50 to 100 inches may occur there as that storm stalls.
⚠️ Woodlark and Tagula Islands in eastern Papua New Guinea could spend *several days* near the center of a hurricane.

These extremely remote places could face a weather disaster over the next week as the storm feeds off of sea temperatures in the upper 80s in the Solomon Sea. Image
There's a chance that the tropical cyclone near Papua New Guinea becomes one of the wettest on record, particularly if it produces 100 inches or more.

However, reliable measurements in this part of the world are hard to come by.
Read 6 tweets

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