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It’s flawed, but not worthless. Here’s how you should think about it.
Starting this month, the tens of millions of Americans who browse the real-estate listings website Zillow will encounter a new type of information.
In addition to disclosing a home’s square footage, school district, and walkability score, Zillow will begin to tell users about its climate risk — the chance that a major weather or climate event will strike in the next 30 years. It will focus on the risk from five types of dangers: floods, wildfires, high winds, heat, and air quality.
The data has the potential to transform how Americans think about buying a home, especially because climate change will likely worsen many of those dangers. About 70% of Americans look at Zillow at some point during the process of buying a home, according to the company.
“Climate risks are now a critical factor in home-buying decisions,” Skylar Olsen, Zillow’s chief economist, said in a statement. “Healthy markets are ones where buyers and sellers have access to all relevant data for their decisions.”
That’s true — if the information is accurate. But can homebuyers actually trust Zillow’s climate risk data? When climate experts have looked closely at the underlying data Zillow uses to assess climate risk, they have walked away unconvinced.
Zillow’s climate risk data comes from First Street Technology, a New York-based company that uses computer models to estimate the risk that weather and climate change pose to homes and buildings. It is far and away the most prominent company focused on modeling the physical risks of climate change. (Although it was initially established as a nonprofit foundation, First Street reorganized as a for-profit company and accepted $46 million in investment earlier this year.)
But few experts believe that tools like First Street’s are capable of actually modeling the dangers of climate change at a property-by-property level. A report from a team of White House scientific advisors concluded last year that these models are of “questionable quality,” and a Bloomberg investigation found that different climate risk models could return wildly different catastrophe estimates for the same property.
Courtesy of Zillow
Not all of First Street’s data is seen as equally suspect. Its estimates of heat and air pollution risk have generally attracted less criticism from experts. But its estimates of flooding and wildfire risk — which are the most catastrophic events for homeowners — are generally thought to be inadequate at best.
So while Zillow will soon tell you with seeming precision that a certain home has a 1.1% chance of facing a wildfire in the next 30 years, potential homebuyers should take that kind of estimate with “a lot of grains of salt,” Michael Wara, a senior research scholar at the Stanford Woods Institute for the Environment, told me.
Here’s a short guide for how to think through Zillow’s estimates of climate risk.
Neither First Street nor Zillow immediately responded to requests for comment.
Zillow has said that, when the data is available, it will tell users whether a given home has flooded or burned in a wildfire recently. (It will also say whether a home is near a source of air pollution.)
Homebuyers should take that information seriously, Madison Condon, a Boston University School of Law professor who studies climate change and financial markets, told me.
“If the house flooded in the recent past, then that should be a major red flag to you,” she said. Houses that have flooded recently are very likely to flood again, she said. Only 10 states require a home seller to disclose a flood to a potential buyer.
First Street claims that its physics-based models can identify the risk that any individual property will flood. But the ability to determine whether a given house will flood depends on having an intricate knowledge of local infrastructure, including stormwater drains and what exists on other properties, and that data does not seem to exist in anyone’s model at the moment, Condon said.
When Bloombergcompared the output of three different flooding models, including First Street’s, they agreed on results for only 5% of properties.
If you’re worried about a home’s flood risk, then contact the local government and see if you can look at a flood map or even talk to a flood manager, Condon said. Many towns and cities keep flood maps in their records or on their website that are more granular than what First Street is capable of, she said.
“The local flood manager who has walked the property will almost always have a better grasp of flood risk than the big, top-down national model,” she said.
In some cases, Zillow will recommend that a home buyer purchase federal flood insurance. That’s generally not a bad idea, Condon said, even if Zillow reaches that conclusion using national model data that has errors or mistakes.
“It simply is true that way more people should be buying flood insurance than generally think they should,” she said. “So a general overcorrection on that would be good.”
If you’re looking at buying a home in a wildfire-prone area, especially in the American West, then you should generally assume that Zillow is underestimating its wildfire risk, Wara, the Stanford researcher, told me.
That’s because computer models that estimate wildfire risk are in a fairly early stage of development and improving rapidly. Even the best academic simulations lack the kind of granular, structure-level data that would allow them to predict a property’s forward-looking wildfire risk.
That is actually a bigger problem for homebuyers than for insurance companies, he said. A home insurance company gets to decide whether to insure a property every year. If it looks at new science and concludes that a given town or structure is too risky, then it can raise its premiums or even simply decline to cover a property at all. (State Farm stopped selling home insurance policies in California last year, partly because of wildfire risk.)
But when homeowners buy a house, their lives and their wealth get locked into that property for 30 years. “Maybe your kids are going to the school district,” he said. It’s much harder to sell a home when you can’t get it covered. “You have an illiquid asset, and it’s a lot harder to move.”
That means First Street’s wildfire risk data should be taken as “absolute minimum estimate,” Wara said. In a wildfire-prone area, “the real risk is most likely much higher” than its models say.
Over the past several years, runaway wildland fires have killed dozens of people or destroyed tens of thousands of homes in Lahaina, Hawaii; Paradise, California; and Marshall, Colorado.
But in those cases, once the fire began incinerating homes, it ceased to be a wildland fire and became a structure-to-structure fire. The fire began to leap from house to house like a book of matches, condemning entire neighborhoods to burn within minutes.
Modern computer models do an especially poor job of simulating that transition — the moment when a wildland fire becomes an urban conflagration, Wara said. Although it only happens in perhaps 0.5% of the most intense fires, those fires are responsible for destroying the most homes.
But “how that happens and how to prevent that is not well understood yet,” he said. “And if they’re not well understood yet from a scientific perspective, that means it’s not in the [First Street] model.”
Nor do the best university wildfire models have good data on every individual property’s structural-level details — such as what material its walls or roof are made of — that would make it susceptible to fire.
When assessing whether your home faces wildfire risk, its structure is very important. But “you have to know what your neighbor’s houses look like, too, within about a 250-yard radius. So that’s your whole neighborhood,” Wara said. “I don’t think anyone has that data.”
A similar principle goes for thinking about flood risk, Condon said. Your home might not flood, she said, but it also matters whether the roads to your house are still driveable or whether the power lines fail. “It’s not particularly useful to have a flood-resilient home if your whole neighborhood gets washed out,” she said.
Experts agree that the most important interventions to discourage wildfire — or, for that matter, floods — have to happen at the community level. Although few communities are doing prescribed burns or fuel reduction programs right now, some are, Wara said.
But because nobody is collecting data about those programs, national risk models like First Street’s would not factor those programs into an area’s wildfire risk, he said. (In the rare case that a government isclearing fuel or doing a prescribed burn around a town, wildfire risk there might actually be lower than Zillow says, Wara added.)
Going forward, figuring out a property’s climate risk — much like pushing for community-level resilience investment — shouldn’t be left up to individuals, Condon said.
The state of California is investing in a public wildfire catastrophe model so that it can figure out which homes and towns face the highest risk. She said that Fannie Mae and Freddie Mac, the federal entities that buy home mortgages, could invest in their own internal climate-risk assessments to build the public’s capacity to understand climate risk.
“I would advocate for this not to be an every-man-for-himself, every-consumer-has-to-make-a-decision situation,” Condon said.
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On environmental justice grants, melting glaciers, and Amazon’s carbon credits
Current conditions: Severe thunderstorms are expected across the Mississippi Valley this weekend • Storm Martinho pushed Portugal’s wind power generation to “historic maximums” • It’s 62 degrees Fahrenheit, cloudy, and very quiet at Heathrow Airport outside London, where a large fire at an electricity substation forced the international travel hub to close.
President Trump invoked emergency powers Thursday to expand production of critical minerals and reduce the nation’s reliance on other countries. The executive order relies on the Defense Production Act, which “grants the president powers to ensure the nation’s defense by expanding and expediting the supply of materials and services from the domestic industrial base.”
Former President Biden invoked the act several times during his term, once to accelerate domestic clean energy production, and another time to boost mining and critical minerals for the nation’s large-capacity battery supply chain. Trump’s order calls for identifying “priority projects” for which permits can be expedited, and directs the Department of the Interior to prioritize mineral production and mining as the “primary land uses” of federal lands that are known to contain minerals.
Critical minerals are used in all kinds of clean tech, including solar panels, EV batteries, and wind turbines. Trump’s executive order doesn’t mention these technologies, but says “transportation, infrastructure, defense capabilities, and the next generation of technology rely upon a secure, predictable, and affordable supply of minerals.”
Anonymous current and former staffers at the Environmental Protection Agency have penned an open letter to the American people, slamming the Trump administration’s attacks on climate grants awarded to nonprofits under the Inflation Reduction Act’s Greenhouse Gas Reduction Fund. The letter, published in Environmental Health News, focuses mostly on the grants that were supposed to go toward environmental justice programs, but have since been frozen under the current administration. For example, Climate United was awarded nearly $7 billion to finance clean energy projects in rural, Tribal, and low-income communities.
“It is a waste of taxpayer dollars for the U.S. government to cancel its agreements with grantees and contractors,” the letter states. “It is fraud for the U.S. government to delay payments for services already received. And it is an abuse of power for the Trump administration to block the IRA laws that were mandated by Congress.”
The lives of 2 billion people, or about a quarter of the human population, are threatened by melting glaciers due to climate change. That’s according to UNESCO’s new World Water Development Report, released to correspond with the UN’s first World Day for Glaciers. “As the world warms, glaciers are melting faster than ever, making the water cycle more unpredictable and extreme,” the report says. “And because of glacial retreat, floods, droughts, landslides, and sea-level rise are intensifying, with devastating consequences for people and nature.” Some key stats about the state of the world’s glaciers:
In case you missed it: Amazon has started selling “high-integrity science-based carbon credits” to its suppliers and business customers, as well as companies that have committed to being net-zero by 2040 in line with Amazon’s Climate Pledge, to help them offset their greenhouse gas emissions.
“The voluntary carbon market has been challenged with issues of transparency, credibility, and the availability of high-quality carbon credits, which has led to skepticism about nature and technological carbon removal as an effective tool to combat climate change,” said Kara Hurst, chief sustainability officer at Amazon. “However, the science is clear: We must halt and reverse deforestation and restore millions of miles of forests to slow the worst effects of climate change. We’re using our size and high vetting standards to help promote additional investments in nature, and we are excited to share this new opportunity with companies who are also committed to the difficult work of decarbonizing their operations.”
The Bureau of Land Management is close to approving the environmental review for a transmission line that would connect to BluEarth Renewables’ Lucky Star wind project, Heatmap’s Jael Holzman reports in The Fight. “This is a huge deal,” she says. “For the last two months it has seemed like nothing wind-related could be approved by the Trump administration. But that may be about to change.”
BLM sent local officials an email March 6 with a draft environmental assessment for the transmission line, which is required for the federal government to approve its right-of-way under the National Environmental Policy Act. According to the draft, the entirety of the wind project is sited on private property and “no longer will require access to BLM-administered land.”
The email suggests this draft environmental assessment may soon be available for public comment. BLM’s web page for the transmission line now states an approval granting right-of-way may come as soon as May. BLM last week did something similar with a transmission line that would go to a solar project proposed entirely on private lands. Holzman wonders: “Could private lands become the workaround du jour under Trump?”
Saudi Aramco, the world’s largest oil producer, this week launched a pilot direct air capture unit capable of removing 12 tons of carbon dioxide per year. In 2023 alone, the company’s Scope 1 and Scope 2 emissions totalled 72.6 million metric tons of carbon dioxide equivalent.
If you live in Illinois or Massachusetts, you may yet get your robust electric vehicle infrastructure.
Robust incentive programs to build out electric vehicle charging stations are alive and well — in Illinois, at least. ComEd, a utility provider for the Chicago area, is pushing forward with $100 million worth of rebates to spur the installation of EV chargers in homes, businesses, and public locations around the Windy City. The program follows up a similar $87 million investment a year ago.
Federal dollars, once the most visible source of financial incentives for EVs and EV infrastructure, are critically endangered. Automakers and EV shoppers fear the Trump administration will attack tax credits for purchasing or leasing EVs. Executive orders have already suspended the $5 billion National Electric Vehicle Infrastructure Formula Program, a.k.a. NEVI, which was set up to funnel money to states to build chargers along heavily trafficked corridors. With federal support frozen, it’s increasingly up to the automakers, utilities, and the states — the ones with EV-friendly regimes, at least — to pick up the slack.
Illinois’ investment has been four years in the making. In 2021, the state established an initiative to have a million EVs on its roads by 2030, and ComEd’s new program is a direct outgrowth. The new $100 million investment includes $53 million in rebates for business and public sector EV fleet purchases, $38 million for upgrades necessary to install public and private Level 2 and Level 3 chargers, stations for non-residential customers, and $9 million to residential customers who buy and install home chargers, with rebates of up to $3,750 per charger.
Massachusetts passed similar, sweeping legislation last November. Its bill was aimed to “accelerate clean energy development, improve energy affordability, create an equitable infrastructure siting process, allow for multistate clean energy procurements, promote non-gas heating, expand access to electric vehicles and create jobs and support workers throughout the energy transition.” Amid that list of hifalutin ambition, the state included something interesting and forward-looking: a pilot program of 100 bidirectional chargers meant to demonstrate the power of vehicle-to-grid, vehicle-to-home, and other two-way charging integrations that could help make the grid of the future more resilient.
Many states, blue ones especially, have had EV charging rebates in places for years. Now, with evaporating federal funding for EVs, they have to take over as the primary benefactor for businesses and residents looking to electrify, as well as a financial level to help states reach their public targets for electrification.
Illinois, for example, saw nearly 29,000 more EVs added to its roads in 2024 than 2023, but that growth rate was actually slower than the previous year, which mirrors the national narrative of EV sales continuing to grow, but more slowly than before. In the time of hostile federal government, the state’s goal of jumping from about 130,000 EVs now to a million in 2030 may be out of reach. But making it more affordable for residents and small businesses to take the leap should send the numbers in the right direction, as will a state-backed attempt to create more public EV chargers.
The private sector is trying to juice charger expansion, too. Federal funding or not, the car companies need a robust nationwide charging network to boost public confidence as they roll out more electric offerings. Ionna — the charging station partnership funded by the likes of Hyundai, BMW, General Motors, Honda, Kia, Mercedes-Benz, Stellantis, and Toyota — is opening new chargers at Sheetz gas stations. It promises to open 1,000 new charging bays this year and 30,000 by 2030.
Hyundai, being the number two EV company in America behind much-maligned Tesla, has plenty at stake with this and similar ventures. No surprise, then, that its spokesperson told Automotive Dive that Ionna doesn’t rely on federal dollars and will press on regardless of what happens in Washington. Regardless of the prevailing winds in D.C., Hyundai/Kia is motivated to support a growing national network to boost the sales of models on the market like the Hyundai Ioniq5 and Kia EV6, as well as the company’s many new EVs in the pipeline. They’re not alone. Mercedes-Benz, for example, is building a small supply of branded high-power charging stations so its EV drivers can refill their batteries in Mercedes luxury.
The fate of the federal NEVI dollars is still up in the air. The clearinghouse on this funding shows a state-by-state patchwork. More than a dozen states have some NEVI-funded chargers operational, but a few have gotten no further than having their plans for fiscal year 2024 approved. Only Rhode Island has fully built out its planned network. It’s possible that monies already allocated will go out, despite the administration’s attempt to kill the program.
In the meantime, Tesla’s Supercharger network is still king of the hill, and with a growing number of its stations now open to EVs from other brands (and a growing number of brands building their new EVs with the Tesla NACS charging port), Superchargers will be the most convenient option for lots of electric drivers on road trips. Unless the alternatives can become far more widespread and reliable, that is.
The increasing state and private focus on building chargers is good for all EV drivers, starting with those who haven’t gone in on an electric car yet and are still worried about range or charger wait times on the road to their destination. It is also, by the way, good news for the growing number of EV folks looking to avoid Elon Musk at all cost.
From Kansas to Brooklyn, the fire is turning battery skeptics into outright opponents.
The symbol of the American battery backlash can be found in the tiny town of Halstead, Kansas.
Angry residents protesting a large storage project proposed by Boston developer Concurrent LLC have begun brandishing flashy yard signs picturing the Moss Landing battery plant blaze, all while freaking out local officials with their intensity. The modern storage project bears little if any resemblance to the Moss Landing facility, which uses older technology,, but that hasn’t calmed down anxious locals or stopped news stations from replaying footage of the blaze in their coverage of the conflict.
The city of Halstead, under pressure from these locals, is now developing a battery storage zoning ordinance – and explicitly saying this will not mean a project “has been formally approved or can be built in the city.” The backlash is now so intense that Halstead’s mayor Dennis Travis has taken to fighting back against criticism on Facebook, writing in a series of posts about individuals in his community “trying to rule by MOB mentality, pushing out false information and intimidating” volunteers working for the city. “I’m exercising MY First Amendment Right and well, if you don’t like it you can kiss my grits,” he wrote. Other posts shared information on the financial benefits of building battery storage and facts to dispel worries about battery fires. “You might want to close your eyes and wish this technology away but that is not going to happen,” another post declared. “Isn’t it better to be able to regulate it in our community?”
What’s happening in Halstead is a sign of a slow-spreading public relations wildfire that’s nudging communities that were already skeptical of battery storage over the edge into outright opposition. We’re not seeing any evidence that communities are transforming from supportive to hostile – but we are seeing new areas that were predisposed to dislike battery storage grow more aggressive and aghast at the idea of new projects.
Heatmap Pro data actually tells the story quite neatly: Halstead is located in Harvey County, a high risk area for developers that already has a restrictive ordinance banning all large-scale solar and wind development. There’s nothing about battery storage on the books yet, but our own opinion poll modeling shows that individuals in this county are more likely to oppose battery storage than renewable energy.
We’re seeing this phenomenon play out elsewhere as well. Take Fannin County, Texas, where residents have begun brandishing the example of Moss Landing to rail against an Engie battery storage project, and our modeling similarly shows an intense hostility to battery projects. The same can be said about Brooklyn, New York, where anti-battery concerns are far higher in our polling forecasts – and opposition to battery storage on the ground is gaining steam.