Michael Sloan (Michael Sloan)

According to new research, Washingtonians shouldn’t blame bad luck for the recent string of high-impact snowstorms, from “Snowmaggedon” two years ago to last January’s “Commuteageddon.” Instead, it may be more justified to cast a suspicious gaze toward Siberia, about 6,000 miles away.

Famous for its bone-chilling cold, Siberia typically starts building a snow pack during October, and the speed of its transition from tundra to snowscape helps to shape winter weather throughout much of the Northern Hemisphere, according to a new study by Judah Cohen, principal scientist at Atmospheric and Environmental Research, a firm based in Lexington, Mass.

The findings may help improve winter forecasts for the Washington area, which now are often of limited value because meteorologists can’t reliably predict the behavior of a highly influential and fickle weather pattern known as the Arctic Oscillation.

The oscillation helps determine the placement of Arctic air masses, and it influences how they move. When the pattern is in a “negative” phase, cold air gets drawn down from the Arctic and into the United States. Most of Washington’s snowiest winters have occurred during such a phase, including the record-setting 2009-2010, when more than 56 inches fell.

In other words, a negative Arctic Oscillation may be a D.C. snow lover’s best friend.

When the oscillation is in a “positive” phase, cold air tends to get bottled up in the far north, leaving the eastern United States milder and drier than average.

Thinking positive

Improved seasonal forecasts would enable weather-sensitive businesses as well as households to better prepare for upcoming swings in temperature and precipitation, thereby reducing economic losses. More-accurate seasonal outlooks would also permit cities and towns to set more realistic snow removal budgets and take other actions to prepare for a particularly snowy winter.

The trouble is, despite sophisticated computer models and networks of air, land and sea observations, the oscillation still frustrates most forecasters’ attempts to anticipate its behavior.

Cohen thinks he knows how to change that. His study, recently published in the journal Geophysical Research Letters, shows a statistically significant link between the rate of change in Siberian snow cover during October and the dominant phase of the Arctic Oscillation during the following winter. A rapid advance of Siberian snow cover, Cohen and his colleague Justin Jones found, is linked with the negative phase. A slow advance, by contrast, is linked with a positive oscillation, which brings milder winter weather to Washington.

Cohen claims that rapidly advancing snow cover in Siberia can set off a chain of events from Earth’s surface to the stratosphere. The quick expansion can lead to a large dome of cold high pressure over Siberia. That dome, in turn, perturbs the jet stream so it flows more north to south in addition to west to east, resulting in more intense cold-air outbreaks in eastern North America and western Europe, which often breed snowstorms.

“Siberia is kind of the refrigerator for the Northern Hemisphere,” Cohen says.

More than luck?

Cohen’s work has been greeted with interest in the forecasting community, although some researchers question whether he has come across a relationship that has real predictive value or has just gotten lucky during the past few years.

“He definitely has at least three of the years in that series where he did nail it in a way in which the forecast models did not,” says Lisa Goddard, a research scientist at the International Research Institute for Climate and Society, based in Palisades, N.Y. Noting that the years he correctly forecast were extreme outliers, she says the question remains how strong the snow cover signal needs to be to serve as a good predictive tool.

Cohen has been issuing winter forecasts since the winter of 1999-2000, and although there have been hits as well as misses, his forecasts have outperformed many other models. For example, his group’s forecasts were largely on target during the winters of 2002-2003, 2009-2010 and 2010-2011, each of which brought memorable snowstorms to the Washington area. In contrast, he did not accurately predict conditions during the winter of 2005-2006.

Cohen said his forecast for last year got the entire hemisphere correct, which challenges the notion that the Arctic Oscillation can’t be accurately predicted.

“I don’t think it’s just luck,” he said.

The winter outlook issued last month by the National Oceanic and Atmospheric Administration’s Climate Prediction Center gave the Mid-Atlantic “equal chances” of experiencing below-average, average or above-average temperatures and precipitation during this coming winter.

To most people, that forecast translates to, essentially, “we don’t know.”

The reason NOAA cited for the uncertainty was the lack of reliable tools to predict the behavior of the Arctic Oscillation, which the agency referred to as the “wild card” in the winter forecast.

Mike Halpert, deputy director of the Climate Prediction Center, said government forecasters are examining Cohen’s work to see if his methods should be incorporated into their forecasting process.

However, he said it’s probably naive to think that Siberian snow cover alone controls most of the variability in the Arctic Oscillation. “[I] have to admit that the correlations are eye-catching, but the period of record is very short,” Halpert said via e-mail. “The results warrant more study and we plan to take a close look at these results and see if these correlations hold up going forward. The cynic in me does not expect them to hold up over a longer period of record.”

A recent paper in Nature Geoscience found that low solar activity is correlated with periods of negative oscillation, whereas higher-activity years tend to favor the milder phase of the pattern. Solar activity has been low for the past several years.

Looking ahead

For the upcoming winter, Cohen is forecasting a milder than average winter in the Washington area, with near normal snowfall. He said he hasn’t “thrown in the towel” on a heavy snowstorm or two, despite his mild forecast. (The Post’s Capital Weather Gang blog is forecasting roughly average temperatures and snowfall for this winter, which means about 12 inches at Reagan National Airport.)

Siberian snow cover advanced at almost exactly the normal rate during most of October, with the exception of a dramatic expansion at the end of the month, which has Cohen a little nervous about this year’s forecast. Without a clear Siberian snow signal, he relied more on other factors to make his forecast, including the likelihood of continued La Nina conditions in the Pacific.

His message to snow lovers: Don’t get your hopes up for a repeat of 2009-2010, but don’t despair, either.

Freedman is a freelance contributor to the Capital Weather Gang blog.