![In August 2020, the RAS Institute of Oil and Gas Problems, supported by the local Yamal authorities, conducted a major expedition to the new crater. Skoltech researchers were part of the final stages of that expedition.
Credit: Evgeny Chuvilin](http://cdn.cnn.com/cnnnext/dam/assets/200903101312-04-craters-tundra-siberia-trnd-scn-exlarge-169.jpg)
In August 2020, the RAS Institute of Oil and Gas Problems, supported by the local Yamal authorities, conducted a major expedition to the new crater. Skoltech researchers were part of the final stages of that expedition. Credit: Evgeny Chuvilin
Scientists are not sure exactly how the huge hole, which is at least the ninth spotted in the region since 2013, formed. Initial theories floated when the first crater was discovered near an oil and gas field in the Yamal Peninsula in northwest Siberia included a meteorite impact, a UFO landing and the collapse of a secret underground military storage facility.
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Related Video: The future of climate change is here, scientist warns. (03:42 video)
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While scientists now believe the giant hole is linked to an explosive buildup of methane gas — which could be an unsettling result of warming temperatures in the region — there is still a lot the researchers don’t know.
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“Right now, there is no single accepted theory on how these complex phenomena are formed,” said Evgeny Chuvilin, lead research scientist at the Skolkovo Institute of Science and Technology’s Center for Hydrocarbon Recovery, who has visited the site of the newest crater to study its features.
“It is possible they have been forming for years, but it is hard to estimate the numbers. Since craters usually appear in uninhabited and largely pristine areas of the Arctic, there is often no one to see and report them,” Chuvilin said.
“Even now, craters are mostly found by accident during routine, non-scientific helicopter flights or by reindeer herders and hunters.”
Permafrost, which amounts to two-thirds of the Russian territory, is a huge natural reservoir of methane, a potent greenhouse gas, and recent hot summers, including in 2020, in the region may have played a role in creating these craters.
![The Yamal Crater was the first of these massive holes to be discovered in the region. It was first spotted in 2013 but grabbed headlines in 2014.](http://cdn.cnn.com/cnnnext/dam/assets/200708130612-02-mystery-craters-tundra-siberia-exlarge-169.jpg)
Mining a mystery
Chuvilin and his team are among the few scientists who have been down inside one of these craters to investigate how it formed and where the gas that causes them comes from. Accessing the craters has to be done with climbing gear and there is a limited window — the craters turn into lakes within two years of being formed.
The scientists took samples of permafrost soil, ground and ice from the rim of a hole — known as the Erkuta crater — during a field trip in 2017 after it was discovered by biologists who were in the area observing falcon nesting. The researchers conducted drone observations six months later.
“The main issue with these craters is how incredibly fast, geologically, they form and how short-lived they are before they turn into lakes,” Chuvilin said. “Finding one in the remote Arctic is always a stroke of luck for scientists.”
A researcher climbs down the Erkuta crater.
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The study, which was published in June, showed that gases, mostly methane, can accumulate in the upper layers of permafrost from multiple sources — both from the deep layers of the Earth and closer to the surface. The accumulation of these gases can create pressure that is strong enough to burst through the upper layers of frozen ground, scattering earth and rocks and creating the crater.
“We want to stress that the studies of this crater problem are in a very early stage, and each new crater leads to new research and discoveries,” he said.
With the Erkuta crater, the scientists’ model suggested that it formed in a dried-up lake that probably had something called an underlake talik — a zone of unfrozen soils that started freezing gradually after the lake had dried out, building up the stress that was ultimately released in a powerful explosion — a type of ice volcano.
“Cryovolcanism, as some researchers call it, is a very poorly studied and described process in the cryosphere, an explosion involving rocks, ice, water and gases that leaves behind a crater. It is a potential threat to human activity in the Arctic, and we need to thoroughly study how gases, especially methane, are accumulated in the top layers of the permafrost and which conditions can cause the situation to go extreme,” Chuvilin noted. Cryosphere refers to portions of Earth’s surface where water is in solid form — ice.
“These methane emissions also contribute to the rising concentrations of greenhouse gases in the atmosphere, and climate change itself might be a factor in increasing cryovolcanism. But this is still something that needs to be researched,” Chuvilin said.
He said his team will publish more detailed information on the newest crater shortly in a scientific journal. He added it’s one of the biggest found so far.
Extreme summers
Marina Leibman, a Russian permafrost expert at the Earth Cryosphere Institute at the Russian Academy of Sciences, was part of a team of researchers who have analyzed five gas emission craters using remote sensing data and field surveys.
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![Siberia had its warmest June ever as wildfires raged and carbon dioxide emissions surged](https://cdn.cnn.com/cnnnext/dam/assets/200706125034-yakutia-forest-fire-june-02-medium-plus-169.jpg)
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![Siberia had its warmest June ever as wildfires raged and carbon dioxide emissions surged](http://cdn.cnn.com/cnnnext/dam/assets/200706125034-yakutia-forest-fire-june-02-medium-plus-169.jpg)
The researchers found the craters shared some similar features, most notably a 2- to 6-meter-high mound that formed before the explosion. The craters were all also located on gentle slopes and had a lower portion that was cylindrical like a can before opening into a funnel, with the opening diameter around 20 to 25 meters wide. The explosions all ejected ground ice, which in some cases leaves holes where huge frozen blocks have fallen on the surface.
Leibman believed that extremely hot summers in the region in 2012 and 2016, and again this year, may have played a role in the growth and blowout of these mounds. The mounds appear and explode within as a little as three to five years.
“The release of methane from permafrost … is likely caused by rising air and ground temperature over the past decades. The formation of all GECs (gas emission craters) was preceded by anomalously warm summers,” the study, which published in July this year, said.
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![Temperatures in an Arctic Siberian town hit 100 degrees, a new high](https://cdn.cnn.com/cnnnext/dam/assets/200622094703-verkhoyansk-record-high-temp-0621-restricted-medium-plus-169.jpg)
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![Temperatures in an Arctic Siberian town hit 100 degrees, a new high](http://cdn.cnn.com/cnnnext/dam/assets/200622094703-verkhoyansk-record-high-temp-0621-restricted-medium-plus-169.jpg)
She said the methane accumulates in a feature known as a cryopeg — a layer of unfrozen ground that never freezes because of its salt content below a table of ground ice — and acts as a trap. The gas then escapes, deforming the ice and earth, to form a mound. And when “heat struck” during a warm summer, the mounds blew out, creating the spectacular craters.
Leibman believed the craters are likely unique to this area of the Arctic because few other areas share the features she thinks are necessary for the holes to form — a combination of table-like ground ice close to the surface, continuous permafrost saturated with methane, and unfrozen ground with saline deposits below the ice.
None of these features have been discovered or reported in the Alaskan or Canadian arctic, according to Susan Natali, the Arctic program director at the Woodwell Climate Research Center, who is using satellite data to try to identify and map craters that haven’t been seen with human eyes.
“The ones that have been found are all in this one region of Siberia — the Yamal and Gyda peninsulas,” she said.
When Natali first heard about these craters, she noted, “It seemed liked such a crazy thing but sure enough they’re real. People haven’t seen that many but they’re happening and they continue to happen.”
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)
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Climate change
Very few people have witnessed any of these explosions take place, but they do pose a risk to the people who live in these remote regions and oil and gas infrastructure, said Vasily Bogoyavlensky, a professor at the Oil and Gas Research Institute of the Russian Academy of Sciences.
He spoke to a reindeer herder who witnessed a massive explosion of a mound on a river channel in the Yamal Peninsula in 2017.
“Every morning she was going to this small frost mound in the river because it was the highest place and she was looking where her reindeer were, and this morning when the explosion happened she came again and she started to feel something in her legs and she was afraid of it and she ran.”
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![Beavers are gnawing away at the Arctic permafrost, and that's bad for the planet](https://cdn.cnn.com/cnnnext/dam/assets/200629135431-02-beavers-arctic-scn-climate-change-2-medium-plus-169.jpg)
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![Beavers are gnawing away at the Arctic permafrost, and that's bad for the planet](http://cdn.cnn.com/cnnnext/dam/assets/200629135431-02-beavers-arctic-scn-climate-change-2-medium-plus-169.jpg)
“When she was in the distance — 200 or 300 meters there was an explosion. She could have been killed,” he said. Other craters have formed less than 3 kilometers from railways and an oil pipeline, he added.
Bogoyavlensky isn’t convinced that the primary cause of these craters is warming temperatures linked to climate change. Villages and herding communities he has spoken to have told him that older generations have shared stories of explosions creating craters in the tundra. He said that the “main input” is gas trying to move to the surface from deep layers of the Earth.
Leibman said her team has conducted laboratory tests on methane from some of the craters and she doesn’t think the gas is coming from deep within the ground.
“Our team and others did laboratory tests of the methane from the crater. Its isotope composition proves that this methane did not come from the deep sources,” she said in an email.
“It is hard to exclude air temperature extremes because the first set of craters appeared after (the) 2012 extreme (summer), the other one after the 2016 extreme and the newest after (the) 2020 extreme. Nothing in between,” she added.
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![An aerial view taken from a helicopter on August 25, 2014, shows a crater on the Yamal Peninsula, northern Siberia. It was the first to be discovered in 2013.](https://cdn.cnn.com/cnnnext/dam/assets/200903101216-02-craters-tundra-siberia-trnd-scn-exlarge-169.jpg)
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![An aerial view taken from a helicopter on August 25, 2014, shows a crater on the Yamal Peninsula, northern Siberia. It was the first to be discovered in 2013.](http://cdn.cnn.com/cnnnext/dam/assets/200903101216-02-craters-tundra-siberia-trnd-scn-exlarge-169.jpg)
Likewise, Natali said she believed climate change plays a role — although more data is needed to say definitively.
“There’s been a series of anomalously warm summers in the Arctic. You can imagine that weakening the permafrost layer. Think of it like a cap, if you’re thawing this cap, it’s making the cap a little bit looser, promoting the ability of the ground to explode,” she said.
“It’s like with hurricanes. It took a long time for scientists and papers to come out to say yes, climate change is causing hurricane storms to be stronger. There’s so few of these holes so it might be tricky to say for certain, but I’m pretty confident climate change is playing a role in this.”
[EDITOR’S NOTE: Check out (via Google Maps) the Ozero Ngevak-Yasaveyto region of the Yamal Peninsula. Many of these holes!]
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(For the source of this, and many other equally intriguing articles, please visit: https://www.cnn.com/2020/09/04/world/craters-tundra-siberia-trnd-scn/index.html)