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One possible explanation for the extremely hot temperatures of recent years: removing the sulfur dioxide from shipping fuels.

The world has been very hot lately. Like, really hot. Much hotter than you might expect from climate change alone.
In 2023, the global average temperature was nearly 1.5 degrees Celsius, or 2.7 degrees Fahrenheit, above its pre-industrial level. It is nearly certain to exceed that milestone in 2024.
These are extreme leaps. For context, 2019 was the second-hottest year on record when it happened, and it was merely 0.95 degrees Celsius above the pre-industrial average. So Earth’s temperature has seemingly surged half a degree Celsius in five years.
These searingly hot temperatures aren’t completely outside the range climate models predict, but they are arriving sooner than most scientists thought, and climate researchers haven’t yet reached a consensus explanation for why they are happening.
This week, though, we got somewhat closer. A new study adds to a growing literature suggesting that a change to global shipping fuels has accidentally contributed to a surge in warming.
In 2020, the International Maritime Organization began enforcing rules that removed a toxic air pollutant, sulfur dioxide, from shipping fuels. Sulfur dioxide can inflame and irritate the heart and lungs, trigger asthma attacks, and can cause acid rain. But it can also reflect heat back into space, cooling the Earth.
These cooling effects of sulfur dioxide are very short-lived, and sulfur dioxide only sticks around in the atmosphere for about a week and a half. (Carbon dioxide, on the other hand, can persist in the atmosphere for a millennium.)
It now seems that all those sulfur aerosols were likely reflecting enough heat back into space to make a noticeable difference in the Earth’s temperature rise. The new study, written by the researchers Ilaria Quaglia and Daniele Visioni, finds that removing sulfur dioxide from shipping fuel likely increased the planet’s temperature by 0.08 degrees Celsius.
This change alone can’t explain the Earth’s recent surge in temperature rise. But the new rules likely made the record-breaking temperatures in 2023 roughly 12 times likelier than they would have been had the rules not changed, Visioni, an atmospheric chemistry professor at Cornell, told me.
“The likelihood of something like 2023 happening — was it made larger, was it made bigger, by this contribution? We found, yes,” he said.
The timing of the surge — and the fact that the most anomalously warm part of the planet has been the surface of the North Atlantic Ocean, a popular shipping route — also support the conclusion that the IMO rules are playing an effect.
Other factors — including natural fluctuations in Earth’s multi-year climate cycles, like El Niño — may have helped the surge along too, Visioni said. “If you take a probabilistic approach, you can say, even without the shipping rules, 2023 wouldn’t have been completely impossible,” he added. “But you cannot evaluate the truthfulness of probability from one outcome because you only have one world.” In other words, both climate change and our response to it are part of the same poorly designed experiment — and we can only run that experiment once.
Over the past 12 months, several other papers have reached a similar conclusion, although they disagree about the magnitude of the IMO’s accidental cooling effect. Quaglia and Visioni’s study finds one of the largest effects.
The literature suggests that sulfur dioxide’s effects are “in the range of three hundredths to eight hundredths of a degree Celsius, but I don’t know that we can say that we're on the high or low end of that,” Zeke Hausfather, a climate scientist who studies carbon removal technologies at the tech company Stripe, told me. Hausfather has his own estimate of how much shipping rules have affected the recent warming episode — about five hundredths of a degree Celsius — which he reached with Piers Forster, a climate physics professor at the University of Leeds.
The exact magnitude of the effect, though, might matter less than the fact that it happened at all. For Visioni, the results demonstrate that policymakers need to think more intentionally about the tradeoffs between cutting toxic air pollution emissions and losing the cooling effect those same toxic emissions produce.
Over the past few decades, humanity has gotten better at cutting toxic air pollution from power plants and industrial activities than previous climate models estimated. That means that, somewhat paradoxically, it might be more difficult to stay below the Paris Agreement’s 2 degrees C warming goal because the same levels of greenhouse gas emissions will now have a greater warming effect than they would have in 2015.
It’s time to discuss this trade-off frankly and head-on, he told me. That also means taking seriously — and beginning research — on the proposition that humanity may want to experiment with intentionally releasing some forms of aerosols to suppress the planet’s warming — something the international shipping community has historically been loath to do.
In 2013, a paper from Finnish researchers suggested that ships could retain the climate benefits of sulfur aerosol pollution — while mitigating most of their public health downsides — by burning clean fuels near the coasts, but dirtier fuel on the open ocean. Under that scenario, shipping emissions would actually have reflected even more heat than they did at the time. But the group downplayed that scenario in part because it was a potential form of geoengineering.
Is it? It’s not clear where the line of “intentionality” in geoengineering lies, Visioni said. If you stop doing something bad for the environment, but it has a warming effect on the climate, are you geoengineering? Or are you passing prudent environmental policy? The question of where geoengineering begins or ends gets harder and harder to adjudicate — especially while humanity conducts what is in essence the largest and most important geo-engineering experiment possible by burning fossil fuels and releasing billions of tons of greenhouse gas pollution into the atmosphere.
Visioni made a point to emphasize that he’s in favor of the IMO’s efforts to clean up shipping emissions. “Do we keep polluting? No. I think we should be forceful and say no,” he said.
“But on the other hand, my wish would be if we started discussions a bit more like, ‘Okay, so do we think that these [warming] thresholds are so important? And if so, are we willing to have a discussion about what we could do to prevent this warming from happening?”
Visioni’s paper is not the only new study that seeks to explain the warming blip. On Friday, a team of German researchers wrote in Science that a recent and mysterious decline in low-altitude clouds in the atmosphere has decreased the planet’s brightness. Clouds, like sulfur aerosol emissions, reflect heat back into space, and so their decline would also contribute to a warming surge.
They provide another piece of evidence that the surge in warming is caused by some fundamental change to the climate system and not by a multiu-seasonal hiccup like El Niño. “The big question that we have is: Is this a blip or not?” Hausfather said. “If we're in the world where El Nino is behaving weirdly, that’s kind of the comforting one, because it means we’ll go back to normal — normal here being a rapidly warming world. If the spike in warming over the past two years is due to natural variability, it means it will likely be shortlived.”
The more worrying possibility, he continued, is that something more fundamental has changed in the climate system. Climate scientists describe these shifts as a change in “radiative forcings,” meaning a change in the basic dynamics that force adjustments in the energy balance between the Earth, the Sun, and outer space.
“If this is a change in forcings — which clouds or aerosols would imply — then that change in forcing would likely persist. It would be a factor that continues affecting the climate in the future, rather than just a blip,” Hausfather said.
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One of the buzziest climate tech companies in our Insiders Survey is pushing past the “missing middle.”
One of the buzziest climate tech companies of the past year is proving that a mature, hitherto moribund technology — conventional geothermal — still has untapped potential. After a breakthrough year of major discoveries, Zanskar has raised a $115 million Series C round to propel what’s set to be an investment-heavy 2026, as the startup plans to break ground on multiple geothermal power plants in the Western U.S.
“With this funding, we have a six power plant execution plan ahead of us in the next three, four years,” Diego D’Sola, Zanskar’s head of finance, told me. This, he estimates, will generate over $100 million of revenue by the end of the decade, and “unlock a multi-gigawatt pipeline behind that.”
The size of the round puts a number to climate world’s enthusiasm for Zanskar. In Heatmap’s Insider’s Survey, experts identified Zanskar as one of the most promising climate tech startups in operation today.
Zanskar relies on its suite of artificial intelligence tools to locate previously overlooked conventional geothermal resources — that is, naturally occurring reservoirs of hot water and steam. Trained on a combination of exclusive subsurface datasets, modern satellite and remote sensing imagery, and fresh inputs from Zanksar’s own field team, the company’s AI models can pinpoint the most promising sites for exploration and even guide exactly what angle and direction to drill a well from.
Early last year, Zanskar announced that it had successfully revitalized an underperforming geothermal power plant in New Mexico by drilling a new pumped well nearby, which has since become the most productive well of this type in the U.S. That was followed by the identification of a large geothermal resource in northern Nevada, where exploratory wells had been drilled for decades but no development had ever occurred. Just last month, the company revealed a major discovery in western Nevada — a so-called “blind” geothermal system with no visible surface activity such as geysers or hot springs, and no history of exploratory drilling.
“This is a site nobody had ever had on the radar, no prior exploration,” Carl Hoiland, Zanskar’s CEO, told me of this latest discovery, dubbed “Big Blind.” He described it as a tipping point for the industry, which had investors saying, “Okay, this is starting to look more like a trend than just an anomaly.”
Spring Lane Capital led Zanskar’s latest round, which also included Obvious Ventures, Union Square Ventures, and Lowercarbon Capital, among others. Spring Lane aims to fill the oft-bemoaned “missing middle” of climate finance — the stage at which a startup has matured beyond early-stage venture backing but is still considered too risky for more traditional infrastructure investors.
Zanskar now finds itself squarely in that position, needing to finance not just the drills, turbines, and generators for its geothermal plants, but also the requisite permitting and grid interconnection costs. D’Sola told me that he expects the company to close its first project financing this quarter, explaining that its ambitious plans require “north of $600 million in total capital expenditures, the vast majority of which will come from non-dilutive sources or project level financing.”
Unsurprisingly, the company anticipates that data centers will be some of its first customers, with hyperscalers likely working through utilities to secure the clean energy attributes of Zanskar’s grid-connected power. And while the West Coast isn’t the primary locus of today’s data center buildout, Hoiland thinks Zanskar’s clean, firm, low-cost power will help draw the industry toward geothermally rich states such as Utah and Nevada, where it’s focused.
“We see a scenario where the western U.S. is going to have some of the cheapest carbon-free energy, maybe anywhere in the world, but certainly in the United States.” Hoiland told me.
Just how cheap are we talking? Using the levelized cost of energy — which averages the lifetime cost of building and operating a power plant per unit of electricity generated — Zanskar plans to deliver electricity under $45 per megawatt-hour by the end of this decade. For context, the Biden administration set that same cost target for next-generation geothermal systems such as those being pursued by startups like Fervo Energy and Eavor — but projected it wouldn’t be reached 2035.
At this price point, conventional geothermal would be cheaper than natural gas, too. The LCOE for a new combined-cycle natural gas plant in the U.S. typically ranges from $48 to $107 per megawatt-hour.
That opens up a world of possibilities, Hoiland said, with the startup’s’s most optimistic estimates showing that conventional geothermal could potentially supply all future increases in electricity demand. “But really what we’re trying to meet is that firm, carbon-free baseload requirement, which by some estimates needs to be 10% to 30% of the total mix,” Hoiland said. “We have high confidence the resource can meet all of that.”
On New Jersey’s rate freeze, ‘global water bankruptcy,’ and Japan’s nuclear restarts
Current conditions: A major winter storm stretching across a dozen states, from Texas to Delaware, and could hit by midweek • The edge of the Sahara Desert in North Africa is experiencing sandstorms kicked up by colder air heading southward • The Philippines is bracing for a tropical cyclone heading toward northern Luzon.
Mikie Sherrill wasted no time in fulfilling the key pledge that animated her campaign for governor of New Jersey. At her inauguration Tuesday, the Democrat signed a series of executive orders aimed at constraining electricity bills and expanding energy production in the state. One order authorized state utility regulators to freeze rate hikes. Another directed the New Jersey Board of Public Utilities “to open solicitations for new solar and storage power generation, to modernize gas and nuclear generation so we can lower utility costs over the long term.” Now, as Heatmap’s Matthew Zeitlin put it, “all that’s left is the follow-through,” which could prove “trickier than it sounds” due to “strict deadlines to claim tax credits for renewable energy development looming.”
Last month, the environmental news site Public Domain broke a big story: Karen Budd-Falen, the No. 3 official at the Department of the Interior, has extensive financial ties to the controversial Thacker Pass lithium mine in northern Nevada that the Trump administration is pushing to fast track. Now The New York Times is reporting that House Democrats are urging the Interior Department’s inspector general to open an investigation into the multimillion-dollar relationship Budd-Falen’s husband has with the mine’s developer. Frank Falen, her husband, sold water from a family ranch in northern Nevada to the subsidiary of Lithium Americas for $3.5 million in 2019, but the bulk of the money from the sale depended on permit approval for the project. Budd-Falen did not reveal the financial arrangement on any of her four financial disclosures submitted to the federal government when she worked for the Interior Department during President Donald Trump’s first term from 2018 to 2021.
House Republicans, meanwhile, are planning to vote this week to undo Biden-era restrictions on mining near more than a million acres of Minnesota wilderness. “Mining is huge in Minnesota. And all mining helps the school trust fund in Minnesota as well. So it benefits all schools in the state,” Representative Pete Stauber, a Minnesota Republican and the chair of the Natural Resources Subcommittee on Energy and Mineral Resources, said of the rule-killing bill he sponsored. While the vote is expected to draw blowback from environmentalists, E&E News noted that it could also agitate proceduralists who oppose the GOP’s continued “use of the rule-busting Congressional Review Act for actions that have not been traditionally seen as rules.” Still, the move is likely to fuel the dealmaking boom for critical minerals. As Heatmap’s Katie Brigham wrote in September, “everybody wants to invest” in startups promising to mine and refine the metals over which China has a near monopoly.
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A new United Nations report declares that the world has entered an era of “global water bankruptcy,” putting billions of people at risk. In an interview with The Guardian, Kaveh Madani, the report’s lead author, said that while not every basin and country is directly at risk, trade and migration are set to face calamity from water shortages. Upward of 75% of people live in countries classified as water insecure or critically water insecure, and 2 billion people live on land that is sinking as groundwater aquifers collapse. “This report tells an uncomfortable truth: Many critical water systems are already bankrupt,” Madani said. “It’s extremely urgent [because] no one knows exactly when the whole system would collapse.”

The Democratic Republic of the Congo has given the U.S. government a vetted list of mining and processing projects open to American investment. The shortlist, which Mining.com said was delivered to U.S. officials last week, includes manganese, gold, and cassiterite licenses; a copper-cobalt project and a germanium-processing venture; four gold permits; a lithium license; and mines producing cobalt, gold, and tungsten. The potential deals are an outgrowth of the peace agreement Trump brokered between the DRC and Rwanda-backed rebels, and could offer Washington a foothold in a mineral-rich country whose resources China has long dominated. But establishing an American presence in an unstable African country is a risky investment. As I reported for Heatmap back in October, the Denver-based Energy Fuels’ $2 billion mining project in Madagascar was suddenly thrown into chaos when the island nation’s protests resulted in a coup, though the company has said recently it’s still moving forward.
The Tokyo Electric Power Company is delaying the restart of the Kashiwazaki Kariwa nuclear power station in western Japan after an alarm malfunction. The alarm system for the control rods that keep the fission reaction in check failed to sound during a test operation on Tuesday, Tepco said. The world’s largest nuclear plant had been scheduled to restart one of its seven reactors on Tuesday. Fuel loading for the reactor, known as Unit 6, was completed in June. It’s unclear when the restart will now take place.
The delay marks a setback for Prime Minister Sanae Takaichi, who has made restarting the reactors idled after the 2011 Fukushima disaster and expanding the nuclear industry a top priority, as I told you in October. But as I wrote last month in an exclusive about Japan’s would-be national small modular reactor champion, the country has a number of potential avenues to regain its nuclear prowess beyond just reviving its existing fleet.
As a fourth-generation New Yorker, I’m qualified to say something controversial: I love, and often even prefer, Montreal-style bagels. They’re smaller, more efficient, and don’t deliver the same carbohydrate bomb to my gut. Now the best-known Montreal-style bagel place in the five boroughs has found a way to use the energy needed to make their hand-rolled, wood-fired bagels more efficiently, too. Black Seed Bagels’ catering kitchen in northern Brooklyn is now part of a battery pilot program run by David Energy, a New York-based retail energy provider. The startup supplied suitcase-sized batteries for free last August, allowing Black Seed to disconnect from ConEdison’s grid during hours when electricity rates are particularly high. “We’re in the game of nickels and dimes,” Noah Bernamoff, Black Seed’s co-owner, told Canary Media. “So we’re always happy to save the money.” Wise words.
Rob talks through Rhodium Groups’s latest emissions report with climate and energy director Ben King.
America’s estimated greenhouse gas emissions rose by 2.4% last year — which is a big deal since they had been steady or falling in 2023 and 2024. More ominously, U.S. emissions grew faster than our gross domestic product last year, suggesting that the economy got less efficient from a climate pollution perspective.
Is this Trump’s fault? The AI boom’s? Or was it a weird fluke? In this week’s Shift Key episode, Rob talks to Ben King, a climate and energy director at the Rhodium Group, about why U.S. emissions grew and what it says about the underlying structure of the American economy. They talk about the power grid, the natural gas system, and whether industry is going to overtake other emissions drivers as once thought.
Shift Key is hosted by Robinson Meyer, the founding executive editor of Heatmap, and Jesse Jenkins, a professor of energy systems engineering at Princeton University. Jesse is off this week.
Subscribe to “Shift Key” and find this episode on Apple Podcasts, Spotify, Amazon, or wherever you get your podcasts.
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Here is an excerpt from our conversation:
Robinson Meyer: At the same time there’s been rising total electrification of the vehicle fleet, there’s also been rising hybrid and plug-in hybrid sales. Do we have a sense of how that breakdown is happening, in terms of reduced carbon intensity of the transportation sector and the light duty fleet?
Ben King: It’s a good question. We haven’t disaggregated the … When I say electric vehicles, I’m talking broadly about both full battery electric, and then plug-in hybrids. And then, I think we say this in paper, but I think there was pretty robust growth for gasoline hybrids as which, you know, relative to just a pure gas car, is better from an emissions perspective.
Meyer: Well, it’s funny because if you care about decarbonization and getting to net zero as soon as possible, you could have to poo poo hybrids. But if you’re actually involved in the game to just keep as much emissions out of the sky as possible, and you’re looking to net those 2% declines every year, hybrids are pretty important because they are basically a drop-in replacement to gasoline car use that burns less gasoline.
King: The other interesting thing that gasoline hybrids does for the sector is it finds interesting unanticipated uses for all this battery manufacturing capacity that we’ve built in the U.S., or that we stand to build. Our forecast for pure EVs — so battery electrics, plug-in hybrids — looks a little worse in the out years because of the tax credits going away, because of the EPA tailpipe regulations going away at the same time that the anticipated demand pull from those policies, plus the advanced manufacturing tax credit — the 45X tax credit — has really been wildly successful in standing up a battery manufacturing industry here in the U.S.
If you want that capacity to be around, one thing that you could do with those batteries is put them into hybrids, right? You might have to retool the line a little bit to accommodate different sizes and stuff, build the expertise, build the workforce, etc., such that when the floodgates open again for electric vehicle adoption, for instance, we’ve got substantial battery manufacturing capacity here domestically.
Mentioned:
Rhodium Group: Preliminary US Greenhouse Gas Emissions Estimates for 2025
Rob on Rhodium’s 2023 emissions report
And here’s Rhodium’s 2024 emissions report
This episode of Shift Key is sponsored by …
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Music for Shift Key is by Adam Kromelow.