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The seminal global climate agreement changed the world, just not in the way we thought it would.

Ten years ago today, the world’s countries adopted the Paris Agreement, the first global treaty to combat climate change. For the first time ever, and after decades of failure, the world’s countries agreed to a single international climate treaty — one that applied to developed and developing countries alike.
Since then, international climate diplomacy has played out on what is, more or less, the Paris Agreement’s calendar. The quasi-quinquennial rhythm of countries setting goals, reviewing them, and then making new ones has held since 2015. A global pandemic has killed millions of people; Russia has invaded Ukraine; coups and revolutions have begun and ended — and the United States has joined and left and rejoined the treaty, then left again — yet its basic framework has remained.
Perhaps you can tell: I am not among those who believe that the treaty has been a failure, although it would be difficult — in this politically arid moment — to call it a complete success. Yet the ensuing decade has seen real progress in limiting global temperature rise. When negotiators gathered to finalize the agreement, it seemed likely that global average temperatures could rise by 4 degrees Celsius by 2100, as compared to their pre-industrial level. Today, a rise from 2.5 to 3 degrees Celsius seems more likely.
And for a document that is often described as non-binding, or even as hortatory, Paris has had a surprisingly material influence on global politics in the ensuing years. During the negotiations, the small-island states — the three dozen or so countries most affected by near-term sea-level rise — successfully got the final text to recognize a “stretch goal” of limiting warming to just 1.5 degrees above pre-industrial levels. They also tasked the United Nations’ advisory scientific body to prepare a special report on the virtues of avoiding 1.5 degrees of warming. When that report was released in 2018, it catalyzed a new wave of global climate action, spawning the European Green Deal — and eventually the U.S. Inflation Reduction Act.
Yet there is at least one way that Paris did not go as imagined.
Cast your mind back to Paris 10 years ago, right as diplomats filed in and began to applaud the final text’s completion. “This is a tremendous victory for all of our citizens — not for any one country or any one bloc, but for everybody here who has worked so hard to bring us across the finish line,” John Kerry, then the U.S. secretary of state, declared to his fellow diplomats.
It was a strange kind of victory. After decades in which western liberals had attempted to secure a globally binding climate treaty — an agreement that would limit each country’s greenhouse gas emissions — the world finally won a non-binding alternative. Under the Paris Agreement, each country would pledge to cut its emissions by as much as it could manage. Countries would then meet regularly to review these pledges, encourage each other to get more ambitious, and gradually ratchet the world into a lower-carbon future.
Kerry was reasonably direct about how such a mechanism would work: capital markets. “We are sending literally a critical message to the global marketplace,” he said. “Many of us here know that it won’t be governments that actually make the decision or find the product, the new technology, the saving grace of this challenge. It will be the genius of the American spirit.”
He was right, in a way: The Paris Agreement did send a signal to the global marketplace— and it did so in part because governments did shape policy and investment outcomes, not because they resisted doing so. But it did not reveal the genius of the American spirit, per se.
In the years running up to and following the Paris Agreement, China rolled out a series of important policies to boost its new energy sectors — a roadmap encouraging “new energy vehicle” sales in 2012, billions of consumer subsidies beginning in 2014, and a domestic content mandate for electric-vehicle batteries in 2015. These programs — along with canny decisions made by Chinese entrepreneurs and engineers, and no small amount of demand pull from companies and policies in the West — have transformed the world’s approach to decarbonization. They have begun to change even what decarbonization means — in the United States, in the western democracies, and around the world.
Ten years ago, Kerry could assume that any eventual solution to climate change would be geopolitically neutral, if not advantageous to the United States. But in 2025, to a degree that commentators still hesitate to describe, the climate story has become the China story. Across a range of sectors, how a country approaches its near-term decarbonization goals depends on how it understands and relates to the Chinese government and Chinese companies.
Consider the power sector, which generates just under a third of all greenhouse gas emissions globally. For many countries, the best way to cut carbon pollution — and to add more power generation to the grid — will be to build new utility-scale solar and battery projects. That will all but require working with Chinese firms, which dominate 80% of the solar supply chain. (They command up to 98% market share for some pieces of equipment, according to the International Energy Agency.)
It is much the same story in the grid-scale battery industry. China produces more than three-quarters of the world’s batteries, and it refines most of the minerals that go into those batteries. Its batteries are at least 20% cheaper than those made in Europe or North America. Most of the world’s top battery firms are Chinese — in part because they have more experience than anyone else; the country’s firms have manufactured 70% of all lithium-ion batteries ever produced. Nearly two dozen countries have bought at least $500 million in Chinese-made batteries this year, according to the think tank Ember.
What if a country wants to build wind turbines, not batteries? Even then, it will have to work to buy non-Chinese products. Although European and American firms have long led among turbine makers, six of the top 10 wind turbine manufacturers are now in mainland China, according to BloombergNEF. And for the first time since analysts’ rankings began in 2013, none of the world’s top three turbine makers are North American or European.
Transportation generates another 13% of global climate emissions. If a country wants to tackle that sector, then it will find itself (again) working with China — which made more than 70% of the world’s EVs in 2024. Thanks to the country’s sprawling battery and electronics-making ecosystem, its home-grown automakers — BYD, Geely, Xiaomi, and others — can produce more affordable, innovative, and desirable EVs at greater scale and at lower cost than automakers anywhere else. “The competitive reality is that the Chinese are the 700-pound gorilla in the EV industry,” Jim Farley, the CEO of Ford, said recently. As the scholar Ilaria Mazzocco put it in a recent report: “Chinese companies are ubiquitous in the value chain for EVs and battery components, meaning that for most countries, climate policy is now at least in part linked to policy toward China, and more specifically trade with China.”
That insight — that climate policy is now linked to policy toward China — will apply more and more, even when countries wish to tackle the remaining third of emissions that come from energy-related sources. Earlier this year, China approved a plan to build roughly 100 low-carbon industrial parks by 2030, where its firms will develop new ways to capture carbon, make steel, and refine chemicals without carbon pollution. (The Trump administration revoked funding for similar low-carbon projects in the U.S. earlier this year.) At the same time, China is building more conventional nuclear reactors than the rest of the world combined, and it may be pulling ahead of the United States in the race to develop commercial fusion.
This wasn’t inevitable. It happened because Chinese politicians, executives, and engineers decided to make it happen — choices owing as much to the government’s focus on energy security as to its concern for the global environmental commons. But it was also the result of American business leaders and politicians squandering this country’s leadership in climate technologies — and especially the result of choices made by Trump administration officials, who at nearly every opportunity have regarded batteries and electric vehicles as a technological sideshow to the more profitable oil and gas sector.
It was the Trump administration, after all, that licensed and then eventually gave U.S.-funded research on flow batteries to a Chinese company in 2017. It was the Trump administration that gutted fuel economy and clean car rules in 2018 and 2019, setting the American car industry back compared to its Chinese and European competitors. And it was the Trump administration and congressional Republicans that killed electric vehicle tax credits earlier this year, further choking off investment.
For progressives, this all might suggest a pleasant parable: China embraced the energy transition, and America didn’t, and now America is paying for it. Nowadays, commentators often invoke China’s clean energy dominance to inspire awe at its accomplishments. And how can you not, in truth, be impressed? China’s industrial miracle — its move to the frontier of global technological development — is the most important story of the past quarter century. The scale of the Chinese consumer market and the success of Chinese industrial policy (or, at least, its success so far) has wrenched world history in new directions. And Chinese companies have done humanity a great service by bringing down the cost of solar panels, batteries, and EVs on the supply side, even if they did so at first with demand-side assistance from policies in California or Europe.
But climate advocates in North America and Europe cannot be completely sanguine about what this development means globally. For environmentalists and other western liberals who have worked in decarbonization for decades, it will in particular require some rhetorical and political adjustment. We cannot pretend that we are playing by the 1990s’ rules, nor that environmental activism is but one part of a post-1970s progressive coalition, which is free to make demands and ignore inconvenient trade-offs. Basic questions of decarbonization policy now have patent geopolitical significance, which environmental groups attempt to side-step at their own peril.
Yet it isn’t only Americans or Europeans who must answer these questions. China’s dominance of decarbonization technology means that for the time being, every country on Earth must address this dynamic. When the scholar Mazzocco looked at how six countries around the world are approaching Chinese EVs, she found an uneven landscape, she told me on a recent podcast. Costa Rica, which has long embraced climate policy, has welcomed Chinese-made EVs; Brazil opened its doors to them but has now begun to close it.
Most major countries have some form of domestic automaking industry; no country will be able to sit back and passively allow Chinese exports to drive their local automakers out of business. At the same time, China’s manufacturing primacy is already making conventional export-driven growth less attractive for countries. And that will only be the beginning of the dilemmas to come. As long as going green requires buying and integrating Chinese technologies into critical infrastructure, environmental policymakers will be wagering decarbonization’s success on some of the world’s highest stakes geopolitical bets.
Environmentalists have long insisted climate change is a national security issue, but are we ready to think and act like it is? Do Western anxieties about a large and globalized war — either a Chinese invasion of Taiwan, a Russian invasion of the EU, or both — reflect a reasonable response to a real and growing menace, or an elite panic driven by our declining economic primacy? If China were to invade Taiwan, what would that mean for climate and energy policy — not only in the West, but around the world? Would American or European environmentalists even get a vote on that question — and if they do, how would they balance emissions reduction against other goals? If the unthinkable happens, we will all be called to account.
A decade ago, I remember watching the live stream of the world’s diplomats applauding their own success in Paris and realizing that I would be seeing that video in documentaries and news reels for the rest of my life. How will I see it then? I wondered. Would it strike me as the naivete of a simpler time, an era when liberal internationalism still seemed possible? Or would it really reflect a turning point, the moment when the world took the climate challenge seriously, pragmatically, and began to decarbonize in earnest? A decade later, I still don’t know. Perhaps the answer is both.
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Third Way’s latest memo argues that climate politics must accept a harsh reality: natural gas isn’t going away anytime soon.
It wasn’t that long ago that Democratic politicians would brag about growing oil and natural gas production. In 2014, President Obama boasted to Northwestern University students that “our 100-year supply of natural gas is a big factor in drawing jobs back to our shores;” two years earlier, Montana Governor Brian Schweitzer devoted a portion of his speech at the Democratic National Convention to explaining that “manufacturing jobs are coming back — not just because we’re producing a record amount of natural gas that’s lowering electricity prices, but because we have the best-trained, hardest-working labor force in the history of the world.”
Third Way, the long tenured center-left group, would like to go back to those days.
Affordability, energy prices, and fossil fuel production are all linked and can be balanced with greenhouse gas-abatement, its policy analysts and public opinion experts have argued in a series of memos since the 2024 presidential election. Its latest report, shared exclusively with Heatmap, goes further, encouraging Democrats to get behind exports of liquified natural gas.
For many progressive Democrats and climate activists, LNG is the ultimate bogeyman. It sits at the Venn diagram overlap of high greenhouse gas emissions, the risk of wasteful investment and “stranded” assets, and inflationary effects from siphoning off American gas that could be used by domestic households and businesses.
These activists won a decisive victory in the Biden years when the president put a pause on approvals for new LNG export terminal approvals — a move that was quickly reversed by the Trump White House, which now regularly talks about increases in U.S. LNG export capacity.
“I think people are starting to finally come to terms with the reality that oil and gas — and especially natural gas— really aren’t going anywhere,” John Hebert, a senior policy advisor at Third Way, told me. To pick just one data point: The International Energy Agency’s latest World Energy Outlook included a “current policies scenario,” which is more conservative about policy and technological change, for the first time since 2019. That saw the LNG market almost doubling by 2050.
“The world is going to keep needing natural gas at least until 2050, and likely well beyond that,” Hebert said. “The focus, in our view, should be much more on how we reduce emissions from the oil and gas value chain and less on actually trying to phase out these fuels entirely.”
The memo calls for a variety of technocratic fixes to America’s LNG policy, largely to meet demand for “cleaner” LNG — i.e. LNG produced with less methane leakage — from American allies in Europe and East Asia. That “will require significant efforts beyond just voluntary industry engagement,” according to the Third Way memo.
These efforts include federal programs to track methane emissions, which the Trump administration has sought to defund (or simply not fund); setting emissions standards with Europe, Japan, and South Korea; and more funding for methane tracking and mitigation programs.
But the memo goes beyond just a few policy suggestions. Third Way sees it as part of an effort to reorient how the Democratic Party approaches fossil fuel policy while still supporting new clean energy projects and technology. (Third Way is also an active supporter of nuclear power and renewables.)
“We don’t want to see Democrats continuing to slow down oil and gas infrastructure and reinforce this narrative that Democrats are just a party of red tape when these projects inevitably go forward anyway, just several years delayed,” Hebert told me. “That’s what we saw during the Biden administration. We saw that pause of approvals of new LNG export terminals and we didn’t really get anything for it.”
Whether the Democratic Party has any interest in going along remains to be seen.
When center-left commentator Matthew Yglesias wrote a New York Times op-ed calling for Democrats to work productively with the domestic oil and gas industry, influential Democratic officeholders such as Illinois Representative Sean Casten harshly rebuked him.
Concern over high electricity prices has made some Democrats a little less focused on pursuing the largest possible reductions in emissions and more focused on price stability, however. New York Governor Kathy Hochul, for instance, embraced an oft-rejected natural gas pipeline in her state (possibly as part of a deal with the Trump administration to keep the Empire Wind 1 project up and running), for which she was rewarded with the Times headline, “New York Was a Leader on Climate Issues. Under Hochul, Things Changed.”
Pennsylvania Governor Josh Shapiro (also a Democrat) was willing to cut a deal with Republicans in the Pennsylvania state legislature to get out of the Northeast’s carbon emissions cap and trade program, which opponents on the right argued could threaten energy production and raise prices in a state rich with fossil fuels. He also made a point of working with the White House to pressure the region’s electricity market, PJM Interconnection, to come up with a new auction mechanism to bring new data centers and generation online without raising prices for consumers.
Ruben Gallego, a Democratic Senator from Arizona (who’s also doing totally normal Senate things like having town halls in the Philadelphia suburbs), put out an energy policy proposal that called for “ensur[ing] affordable gasoline by encouraging consistent supply chains and providing funding for pipeline fortification.”
Several influential Congressional Democrats have also expressed openness to permitting reform bills that would protect oil and gas — as well as wind and solar — projects from presidential cancellation or extended litigation.
As Democrats gear up for the midterms and then the presidential election, Third Way is encouraging them to be realistic about what voters care about when it comes to energy, jobs, and climate change.
“If you look at how the Biden administration approached it, they leaned so heavily into the climate message,” Hebert said. “And a lot of voters, even if they care about climate, it’s just not top of mind for them.”
Current conditions: A foot of snow piled up on Hawaii's mountaintops • Fresh snow in parts of the Northeast’s highlands, from the New York Adirondacks to Vermont’s Green Mountains, could top 10 inches • The seismic swarm that rattled Iceland with more than 600 relatively low-level earthquakes over the course of two days has finally subsided.
Say what you will about President Donald Trump’s cuts to electric vehicles, renewables, and carbon capture, the administration has given the nuclear industry red-carpet treatment. The Department of Energy refashioned its in-house lender into a financing hub for novel nuclear projects. After saving the Biden-era nuclear funding from the One Big Beautiful Bill Act’s cleaver, the agency distributed hundreds of millions of dollars to specific small modular reactors and rolled out testing programs to speed up deployment of cutting-edge microreactors. The Department of Commerce brokered a deal with the Japanese government to provide the Westinghouse Electric Company with $80 billion to fund construction of up to 10 large-scale AP1000 reactors. But still, in private, I’m hearing from industry sources that utilities and developers want more financial protection against bankruptcy if something goes wrong. My sources tell me the Trump administration is resistant to providing companies with a blanket bailout if nuclear construction goes awry. But legislation in the Senate could step in to provide billions of dollars in federal backing for over-budget nuclear reactors. Senator Jim Risch, an Idaho Republican, previously introduced the Accelerating Reliable Capacity Act in 2024 to backstop nuclear developers still reeling from the bankruptcies associated with the last AP1000 buildout. This time, as E&E News noted, “he has a prominent Democrat as a partner.” Senator Ruben Gallego, an Arizona Democrat who stood out in 2024 by focusing his campaign’s energy platform on atomic energy and just recently put out an energy strategy document, co-sponsored the bill, which authorizes up to $3.6 billion to help offset cost overruns at three or more next-generation nuclear projects.
Nuclear generation set a new global record in 2025, the International Energy Agency said in its latest electricity outlook published last Friday. That’s largely thanks to Japan restarting reactors idled after Fukushima, France ramping up generation at its fleet, and China and India opening new plants. By 2030, however, China will account for 40% of the global increase in nuclear generation. You can see the difference in the growth rate already. Nuclear power worldwide is on track to grow by an average of 2.8% per year, more than double the 1.3% pace of the previous four years. China’s nuclear capacity, by contrast, will grow by an average of 6% per year through the end of the decade.

Roughly 22% of light-duty vehicles sold last year in the U.S. were hybrid and battery electric, up from 20% in 2024. While sales of battery-powered vehicles have fallen, demand for hybrids has only increased, according to estimates from the research firm Omdia that the U.S. Energy Information Administration highlighted in a new analysis. Electric vehicles accounted for just 2% of all registered light-duty vehicles on U.S. roads in 2024, the most recent year for which annual data is available. Sales for 2025 will show a spike, especially around September when Americans rushed to cash in on electric vehicle tax credits before Trump’s phaseout took effect.
The Department of Transportation, meanwhile, proposed boosting the domestic content requirements for federally funded electric vehicle charging stations from 55% to 100%. The Biden administration had waived some “Buy American” requirements for the $5 billion federal program to fund the infrastructure buildout. The proposal would set steep hurdles for projects, likely slowing the rollout of chargers. The agency, Reuters reported, said it believes it must “protect Americans from foreign-made EV charger components that use technology with cybersecurity vulnerabilities.”
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Equinor is scaling back its near-term investments in carbon capture and sequestration projects as prices go up and customer demand stagnates. Despite its reputation as what the Carbon Herald called “one of the global standard-bearers for carbon capture and storage,” the Norwegian energy giant said the commercial conditions needed to justify more large-scale investments in carbon pipelines and wells were not yet there. CEO Anders Opedal said during the company’s latest earnings call that, because CCS markets were growing more slowly than previously thought, Equinor would hold off on committing more capital to new projects.
CCS had something of a moment last fall when Google agreed to finance construction of a gas plant equipped with carbon capture technology, as Heatmap’s Matthew Zeitlin wrote. But Trump’s plan to go for the climate killshot, repealing the legal underpinning of all federal regulations on planet-heating emissions, would really dampen demand for CCS in the U.S.
The new U.S.-India trade deal that will lower tariffs on Indian goods to 18% from 25% is set to bolster the country’s booming solar manufacturing industry. The pact represents what Prashant Mathur, chief executive of the solar manufacturer Saatvik Green Energy, described to PV-Tech as a “strategic turning point.” Cutting tariffs by seven percentage points “materially improves cost competitiveness, making U.S. projects more profitable and creating new demand for high-efficiency, Made-in-India products.” Gyanesh Chaudhary, the managing director of Vikram Solar, called the deal a “structural inflection point.” But the trade agreement won’t fix all the problems for Indian solar exporters. New restrictions known as Section 232 tariffs, which raise prices on imports that threaten national security by undercutting domestic manufacturers, are expected to come into effect on India’s exports of polysilicon. A separate antidumping and countervailing duty investigation into whether India is unfairly flooding the U.S. market with cheap crystalline silicon solar cells called for a duty of 123.04%, though nothing has yet been imposed.
The Trump administration, meanwhile, is setting the stage for more coal in the U.S. On Wednesday, according to Bloomberg, Trump plans to sign an executive order directing the military to buy more power from coal-fired plants in a bid to prop up the sector.
Despite Trump’s best attempts to stop it, Orsted is finishing its offshore wind farms in New England and, after that, is expected to save its money for new projects overseas. In its native Europe, the energy giant is preparing for a big multinational buildout in the North Sea. Now the Danish developer is charging ahead in a new market. Australia does not have any operating offshore wind farms. But Orsted just submitted an application for an environmental review of a 2.8 gigawatt project proposed off the coast of Gippsland, Victoria. Together with a second site Orsted started lining up in 2024, the area could host a combined 4.8 gigawatts of turbine capacity, according to Renewables Now.
Yet another fusion energy startup has officially entered the race. Inertia Enterprises, a fusion startup aimed at mimicking the technology that managed for the first time in history to generate more energy than it took to start the reaction, has raised $450 million in a Series A round. The venture firm Bessemer Venture Partners led the round, with backing from Google Ventures, Modern Capital, and Threshold Ventures. “Inertia is building on decades of science and billions of dollars invested to reach the ignition milestone that proved the science,” Jeff Lawson, the co-founder and chief executive of Inertia, said in a statement.
CarbonPlan has a new tool to measure climate risk that comes with full transparency.
On a warming planet, knowing whether the home you’re about to invest your life savings in is at risk of being wiped out by a wildfire or drowned in a flood becomes paramount. And yet public data is almost nonexistent. While private companies offer property-level climate risk assessments — usually for a fee — it’s hard to know which to trust or how they should be used. Companies feed different datasets into their models and make different assumptions, and often don’t share all the details. The models have been shown to predict disparate outcomes for the same locations.
For a measure of the gap between where climate risk models are and where consumers want them to be, look no further than Zillow. The real estate website added a “climate risk” section to its property listings in 2024 in response to customer demand — only to axe the feature a year later at the behest of an industry group that questioned the accuracy of its risk ratings.
Now, however, a new tool that assesses wildfire risk for every building in the United States aims to advance the field through total transparency. The nonprofit research group CarbonPlan launched the free, user-friendly app called Open Climate Risk on Tuesday. It allows anyone to enter an address and view a wildfire risk score, on a scale of zero to 10, along with an explanation of how it was calculated. The underlying methodology, data, and code are all public. It’s the first fully open platform of its kind, according to CarbonPlan.
“Right now, the way science works in the climate risk space is that every model is independently developed at different companies, and we essentially have no idea what’s happening in them. We have no idea if they’re any good,” Oriana Chegwidden, a research scientist at CarbonPlan who led the creation of the tool, told me. “Our hope is that by opening this up, people will be able to start contributing, to help us learn how we can do it better.” That might mean critiquing CarbonPlan’s methods or code, for example, or re-running the model with additional data.
The score itself doesn’t tell you much other than the relative risk between one building and another. But the platform also breaks out the two inputs behind it: burn probability, or the likelihood a building will catch fire in a given year, and “conditional risk,” an estimate of how much of the building’s value would be lost if it does burn, based on projected fire intensity.
The projections are largely based on a U.S. Forest Service dataset that models fire frequency on wildlands throughout the country. CarbonPlan uses additional data on wind speed and direction to predict how a given fire might spread into an urban area.
Users can toggle between risk under the “current” climate and a “future” climate, which jumps about 20 years out. They can also see the distribution of buildings across the spectrum of risk scores at various geographic scales — by state, county, census tract, or census block.
One of CarbonPlan’s hopes is to help people become more informed consumers of climate risk data by helping them understand how it’s put together and what questions they might want to ask. While its model is more crude than others on the market, the tool is explicit about the factors that are not accounted for in the results. The loss estimates are based on a generic building, for example, and do not recognize specific traits like fire-resistant construction materials or landscaping that could make a home more fire resistant. They also don’t consider building-to-building spread. The underlying U.S. Forest Service data is also limited in that it maps vegetation across the country as it existed at the end of 2020 — any changes since then that could have reduced fire-igniting fuels, such as prescribed burns, are not incorporated.
Right now, there’s no industry standard for calculating or communicating climate risk. The Global Association of Risk Professionals recently asked 13 climate risk companies for data on floods, tropical storms, wildfires, and heat at 100 addresses to compare the outputs. The authors found there were “significant disparities,” between estimates of vulnerability and damages at the same locations. When it came to wildfires, specifically, they were unable to even compare the data, because the companies all conveyed the risk using different benchmarks.
The implications of having so many diverging methods and results extend beyond individual homebuying decisions. Insurance companies use climate risk data to set rates; publicly-traded companies use it to make disclosures to investors; policymakers use it to guide community planning and investments in adaptation. Some products might be better suited to one task or another.
Katherine Mach, an environmental science and policy professor at the University of Miami, told me the next step for the field is to have more systematic reporting requirements that help people understand how accurate the data are and what types of decisions they can be used for.
“It’s almost like we need the equivalent of industry standards,” she said. “You’re going to release a climate product? Here’s what you need to clearly communicate.”
CarbonPlan collected feedback from various likely users of the tool throughout the development process, including municipal planners, climate scientists, and consumer advocates. The group also hopes to foster an “iterative cycle of community-driven model development,” spurring other researchers to inspect the data, critique it, add to it, and spin out new versions. This is common practice in other areas of climate science, like Earth system modeling and economic modeling, and has been instrumental in advancing those fields. “There’s nothing like that for climate risk right now,” Chegwidden said.
The first step will be raising more money to support further work, but the goal is to partner with outside researchers on comparative analyses and case studies. Tracy Aquino Anderson, CarbonPlan’s interim executive director, told me they have already heard from one researcher who has a fire risk dataset that could be added to the platform. The group has also been invited to present the platform to two academic climate research groups later this spring.
The problem of black box models exists not just because the field is full of private companies that don’t want to share their code. A study published earlier this month found that only 4% of the most-cited peer-reviewed climate risk studies have made their data and code public, despite journal standards that require transparency.
“When you’re working with climate data, you’re dealing with all of these uncertainties,” Adam Pollack, an assistant professor at the University of Iowa who researches flood risk and the lead author of the paper, told me. “Researchers don’t always understand all of the assumptions that are implicit in choices that they make. That’s fine — we have methods for dealing with that. We do model intercomparisons, we do these synthesis studies as a field. The foundation of that is openness and reusability.”
Though he was not involved in the CarbonPlan project, he said it was exactly what his paper was calling for. For example, CarbonPlan’s “future” calculations are based on an extreme warming scenario that has become controversial among climate scientists. CarbonPlan didn’t choose this scenario — it’s what the Forest Service’s dataset used, and that was the only off-the-shelf data available for the entire United States. But because the underlying code is open-source, critics are free to swap it out for other data they may have access to.
“That’s what’s so great about this,” Pollack said. “People who have different values, assumptions, and expertise, can get new estimates and build a shared understanding.”