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Talking to Google Geo’s vice president of sustainability, Yael Maguire.
While browsing Google Flights for an escape from the winter doldrums, I recently encountered a notification I hadn’t seen before. One particular return flight from Phoenix to New York was highlighted in light green as avoiding “as much CO2 as 1,400 trees absorb a day.”
I’d seen Google Flights’ emissions estimates before, of course — they’ve been around since 2021 — but this was the first time I’d seen it translate a number like “265 kg CO2e” into something I could actually understand. Suddenly, not picking the flight felt like it would have made me, well, kind of bad.
Yael Maguire, the vice president and general manager of the sustainability team at Google Geo — which includes Maps, Earth, and Project Sunroof, the company’s solar calculator — stressed that Google isn’t trying to take people’s agency away with these kinds of light-green guilt trips. “We want to make the sustainable choice the easy choice,” he told me, in reference to a slew of new tools the company has been rolling out, from fuel-efficient routing in Maps (which Google estimates has eliminated the emissions equivalent of 500,000 internal combustion cars from the road since 2021), to suggesting train routes to flight-shoppers, to nudging Europeans to ditch their cars when public transportation could get them to their destinations in a comparable amount of time.
Last week, I spoke to Maguire about the sustainability projects at Google Geo, including the team’s Solar API, which provides solar-planning data for millions of buildings worldwide. Our conversation has been lightly condensed for clarity and brevity.
Do you see your job at Google Geo as passively presenting sustainability information to users, or do you see it as actively nudging people toward making better choices for the planet?
We’re not trying to take agency away from anybody. We want to make sure — whether you’re a consumer choosing an eco-friendly route, or you’re a developer who’s thinking about trying to build more sustainably, or you’re a solar developer who wants to help with that — we want the choices to be in their hands. But we want to make it the easiest choice possible because, while it’s ultimately their decision, it will lead to carbon reductions over time.
That’s the idea behind fuel efficiency suggestions in Google Maps, where a route is prominently displayed with the little leaf, right?
Exactly. We launched a capability in Google Earth last year to help real estate developers do high-level planning and building development to make the sustainable choice the easy choice. As they’re saying, “We’re trying to get this many units with these kinds of amenities, etc., etc.,” we give them the tools to optimize for all the things they want to optimize for. But we can also say, “Hey, if you also care about sustainability, you can use different materials, we can get more sunlight in the area, and you have this much potential for solar.” And that just comes bundled with the tool itself.
We always try to find the co-benefits. I know for me personally, I always try to make the sustainable choice as much as I can. But I know that other people may not be as motivated by that, and having those co-benefits — like, it saves money, or it saves time, or it saves fuel, whatever it might be. We want to try to bring those together as much as possible.
When I was in Tbilisi, Georgia, a few months ago, I was using the ride-share app Bolt, and at the time it had a feature where if you tried to book a car to a location less than a 15-minute walk away, it would suggest you walk instead. I saw in a video from Google’s sustainability summit last fall that you’re rolling out something similar in some locations in Europe — France was one. Do you find these sorts of rollouts in the U.S. are stymied at all by how un-walkable most American cities are?
We are trying to make the most of cities as they are. They’re hard to change. But one of the things I find really encouraging is there’s definitely a long timeframe for this. Mayors and the folks in their departments of transportation recognize that they have to make more options available for people to commute and move around. They’re not necessarily going to be able to change things overnight. But there are major changes that are happening — for example, in the city of London, we were able to announce hundreds of miles of new bike lanes. So a lot of changes are happening over a relatively short amount of time, too.
Sometimes it’s hard to know what is going to be the impact of those decisions, though. And so, again, with these tools, city planners have the opportunity to scenario plan and say, “Okay, we’re thinking of trying to put bike lanes in this corridor in the city, what is going to be the impact on carbon?”
I wanted to ask a similar question in the context of a new feature that suggests train routes to Europeans looking for short-haul flights. How is Google thinking about promoting low-emissions transportation options like trains to Americans, eventually, when our infrastructure often isn’t there yet? Is this a challenge you talk about internally?
It is definitely something that is top of mind. But I do think even in the U.S., there are times when taking a train is actually faster. There are actually a lot of instances where walking, cycling, and public transportation are the most effective ways to get somewhere — and that’s not even considering the cost side of it, which is also something people might want to consider. I’m actually fairly optimistic — when I worked in San Francisco, I took public transportation, and I tried to walk as much as I can in all the cities that I’ve lived in, so I feel like I have lived experience in what the reality [in the U.S.] is. And some of these alternative options can be very effective. There’s more work to do, though, to make sure that we’re doing this globally.
Arguably, Google Maps could have a significant role to play in the success of the larger EV transition in terms of making charging stations and trip planning easy and handy for drivers. I’ve been working on planning my first EV road trip this summer and have been pretty intimidated, to be honest. Can you tell me what is in Google’s pipeline to help make this process easier for drivers?
I can’t talk about things that haven’t been announced yet, but I will say that, just as an overarching goal, we want to make that as easy as possible. I’m an EV owner, I have been for a number of years, and I know sometimes it can be a cognitive task to think about, “How am I going to charge and what is that experience going to be like?” So I would just say that we are really aware and trying to deeply understand the problem as much as possible, and our goal is to really address it.
Even when someone is thinking about purchasing a car, oftentimes people go to Google Search to look for vehicles, and we can help people understand what the potential is of a particular vehicle they’re considering. What typically concerns people is a long-distance trip. So we’ve made a tool where you can plug in a familiar destination — like for me, I live in San Francisco, it might be going to Tahoe— and for a given car you can see how many charges would you have to do on the way. Being able to make that info a little bit easier for people to see before they even buy the car is a thing that we’ve tried to do.
We’re also trying to make charging experiences as positive as possible. The first thing is, honestly, just getting as many chargers on the map as possible. There are a number of different providers who have charging infrastructure and sometimes all the data isn’t widely available so we’ve tried really, really hard to work with those partners. We have information on, I believe, 360,000 chargers worldwide and we’re constantly trying to grow that. On top of that — and I hope you don’t experience this — but not all the chargers work. You’ve probably seen on Google Maps, there are reviews, right? So there’s all kinds of work happening there.
My EV doesn’t have Google Maps integrated, unfortunately, but I’m really looking forward to one day having this feature where I can search for a charger along the route. We’d like to get to that point where you don’t actually have to do all this planning in advance and you can just get in your car and plan along the way like you would if it was another type of vehicle.
It’s one thing to have a tool like the Google Tree Canopy available for cities and organizers, and it’s another thing for people to actually use that tool and act on the information. How are you measuring your success?
We measure our success ultimately by what people do with our tools. So it’s not just about putting the tool out there. We actually try to understand what people are doing. In the case of what we did with eco-friendly routing, we worked with the National Renewable Energy Laboratory in the U.S., for example, to help validate our carbon emissions model. We’re going through that process for everything we do, whether it’s Project Sunroof or the Solar API, or other things like that.
You preempted my next question, but maybe you can talk about it in a more macro sense — Google has the goal of “collectively reducing 1 gigaton of carbon equivalent emissions annually by 2030” with tools like Solar API. Can you give me any sort of progress update?
This is a project that’s been going on for some time. We’ve been working with solar developers for a while, but we’ve been pleasantly surprised not only by the solar developer community engagement, but there’s actually other industries that have shown interest. So MyHEAT — they’re not a typical solar installer, but they’re finding this data really useful to go to cities and help them with the plans that they have.
So the gigaton goal itself, there is nothing to share now other than the progress on eco-friendly routing, but it is something that we hope we’ll be able to share progress on over time. But so far, we’re quite happy.
At a time when there’s a lot of nervousness around AI — and often for good reason — you’ve been pretty vocal in your excitement about how such tools can be used for the positive purposes of sustainability. Tell me why you’re an optimist.
Here’s why I’m an optimist: Because it’s where I put all of Google’s public goals in context. We talked about the gigaton goal, we talked about the Solar API — but I think this is also a question about energy usage and carbon intensity. We will continue to invest in the infrastructure that we need — and we need that infrastructure to be able to actually help solve some of these problems, by providing information to people — but at the same time, the company has been really focused on trying to minimize the carbon intensity of the energy we produce. So, since 2017, we’ve been operating off of 100% renewable energy; this is on an annualized basis. We also have an initiative to use carbon-free energy — so the source of the energy that ultimately goes where electrons are going to our data centers, we’re actively measuring what percentage of that is carbon-free on a 24/7 basis.
With our net-zero commitments, to be on a net basis by 2030, that includes all of our AI infrastructure. That’s where I would try to separate the energy use that’s required to operate AI from the carbon intensity, which I think is very different. Our data centers, we estimate, are one-and-a-half times more efficient than your average data center. And with AI workloads themselves, in some instances, we’ve been able to get the energy usage down by 100x, and the corresponding amount of carbon intensity down by 1,000x.
But to your point, at the same time, it is very much on our minds that the carbon intensity to run all of these AI workloads — how does that compare to the benefits that they’re able to provide? I think that’s where I am. I do have a lot of optimism about the efficiency work, about the trajectory of carbon-free energy and net zero. The upsides in terms of what it does for solar, what it does for transportation — yeah, I am a big believer.
The big reason why I’m so excited about this opportunity in the Maps and Geo space is I just think there’s so much opportunity for all kinds of organizations, including individual citizens, to make these choices and changes to their environment. And I think the role that AI has is enormous — obviously not the whole thing, because it doesn’t build cycling lanes. People have to go do that. People have to change policies around how buildings are going to have less carbon intensity when they’re built. There’s tons and tons of other work that is required to actually build the future that we want, that is lower carbon intensity — ideally zero. But I do think that AI plays an enormous role as decision support for all those choices that are needed in the future.
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Paradise, California, is snatching up high-risk properties to create a defensive perimeter and prevent the town from burning again.
The 2018 Camp Fire was the deadliest wildfire in California’s history, wiping out 90% of the structures in the mountain town of Paradise and killing at least 85 people in a matter of hours. Investigations afterward found that Paradise’s town planners had ignored warnings of the fire risk to its residents and forgone common-sense preparations that would have saved lives. In the years since, the Camp Fire has consequently become a cautionary tale for similar communities in high-risk wildfire areas — places like Chinese Camp, a small historic landmark in the Sierra Nevada foothills that dramatically burned to the ground last week as part of the nearly 14,000-acre TCU September Lightning Complex.
More recently, Paradise has also become a model for how a town can rebuild wisely after a wildfire. At least some of that is due to the work of Dan Efseaff, the director of the Paradise Recreation and Park District, who has launched a program to identify and acquire some of the highest-risk, hardest-to-access properties in the Camp Fire burn scar. Though he has a limited total operating budget of around $5.5 million and relies heavily on the charity of local property owners (he’s currently in the process of applying for a $15 million grant with a $5 million match for the program) Efseaff has nevertheless managed to build the beginning of a defensible buffer of managed parkland around Paradise that could potentially buy the town time in the case of a future wildfire.
In order to better understand how communities can build back smarter after — or, ideally, before — a catastrophic fire, I spoke with Efseaff about his work in Paradise and how other communities might be able to replicate it. Our conversation has been lightly edited and condensed for clarity.
Do you live in Paradise? Were you there during the Camp Fire?
I actually live in Chico. We’ve lived here since the mid-‘90s, but I have a long connection to Paradise; I’ve worked for the district since 2017. I’m also a sea kayak instructor and during the Camp Fire, I was in South Carolina for a training. I was away from the phone until I got back at the end of the day and saw it blowing up with everything.
I have triplet daughters who were attending Butte College at the time, and they needed to be evacuated. There was a lot of uncertainty that day. But it gave me some perspective, because I couldn’t get back for two days. It gave me a chance to think, “Okay, what’s our response going to be?” Looking two days out, it was like: That would have been payroll, let’s get people together, and then let’s figure out what we’re going to do two weeks and two months from now.
It also got my mind thinking about what we would have done going backwards. If you’d had two weeks to prepare, you would have gotten your go-bag together, you’d have come up with your evacuation route — that type of thing. But when you run the movie backwards on what you would have done differently if you had two years or two decades, it would include prepping the landscape, making some safer community defensible space. That’s what got me started.
Was it your idea to buy up the high-risk properties in the burn scar?
I would say I adapted it. Everyone wants to say it was their idea, but I’ll tell you where it came from: Pre-fire, the thinking was that it would make sense for the town to have a perimeter trail from a recreation standpoint. But I was also trying to pitch it as a good idea from a fuel standpoint, so that if there was a wildfire, you could respond to it. Certainly, the idea took on a whole other dimension after the Camp Fire.
I’m a restoration ecologist, so I’ve done a lot of river floodplain work. There are a lot of analogies there. The trend has been to give nature a little bit more room: You’re not going to stop a flood, but you can minimize damage to human infrastructure. Putting levees too close to the river makes them more prone to failing and puts people at risk — but if you can set the levee back a little bit, it gives the flood waters room to go through. That’s why I thought we need a little bit of a buffer in Paradise and some protection around the community. We need a transition between an area that is going to burn, and that we can let burn, but not in a way that is catastrophic.
How hard has it been to find willing sellers? Do most people in the area want to rebuild — or need to because of their mortgages?
Ironically, the biggest challenge for us is finding adequate funding. A lot of the property we have so far has been donated to us. It’s probably upwards of — oh, let’s see, at least half a dozen properties have been donated, probably close to 200 acres at this point.
We are applying for some federal grants right now, and we’ll see how that goes. What’s evolved quite a bit on this in recent years, though, is that — because we’ve done some modeling — instead of thinking of the buffer as areas that are managed uniformly around the community, we’re much more strategic. These fire events are wind-driven, and there are only a couple of directions where the wind blows sufficiently long enough and powerful enough for the other conditions to fall into play. That’s not to say other events couldn’t happen, but we’re going after the most likely events that would cause catastrophic fires, and that would be from the Diablo winds, or north winds, that come through our area. That was what happened in the Camp Fire scenario, and another one our models caught what sure looked a lot like the [2024] Park Fire.
One thing that I want to make clear is that some people think, “Oh, this is a fire break. It’s devoid of vegetation.” No, what we’re talking about is a well-managed habitat. These are shaded fuel breaks. You maintain the big trees, you get rid of the ladder fuels, and you get rid of the dead wood that’s on the ground. We have good examples with our partners, like the Butte Fire Safe Council, on how this works, and it looks like it helped protect the community of Cohasset during the Park Fire. They did some work on some strips there, and the fire essentially dropped to the ground before it came to Paradise Lake. You didn’t have an aerial tanker dropping retardant, you didn’t have a $2-million-per-day fire crew out there doing work. It was modest work done early and in the right place that actually changed the behavior of the fire.
Tell me a little more about the modeling you’ve been doing.
We looked at fire pathways with a group called XyloPlan out of the Bay Area. The concept is that you simulate a series of ignitions with certain wind conditions, terrain, and vegetation. The model looked very much like a Camp Fire scenario; it followed the same pathway, going towards the community in a little gulch that channeled high winds. You need to interrupt that pathway — and that doesn’t necessarily mean creating an area devoid of vegetation, but if you have these areas where the fire behavior changes and drops down to the ground, then it slows the travel. I found this hard to believe, but in the modeling results, in a scenario like the Camp Fire, it could buy you up to eight hours. With modern California firefighting, you could empty out the community in a systematic way in that time. You could have a vigorous fire response. You could have aircraft potentially ready. It’s a game-changing situation, rather than the 30 minutes Paradise had when the Camp Fire started.
How does this work when you’re dealing with private property owners, though? How do you convince them to move or donate their land?
We’re a Park and Recreation District so we don’t have regulatory authority. We are just trying to run with a good idea with the properties that we have so far — those from willing donors mostly, but there have been a couple of sales. If we’re unable to get federal funding or state support, though, I ultimately think this idea will still have to be here — whether it’s five, 10, 15, or 50 years from now. We have to manage this area in a comprehensive way.
Private property rights are very important, and we don’t want to impinge on that. And yet, what a person does on their property has a huge impact on the 30,000 people who may be downwind of them. It’s an unusual situation: In a hurricane, if you have a hurricane-rated roof and your neighbor doesn’t, and theirs blows off, you feel sorry for your neighbor but it’s probably not going to harm your property much. In a wildfire, what your neighbor has done with the wood, or how they treat vegetation, has a significant impact on your home and whether your family is going to survive. It’s a fundamentally different kind of event than some of the other disasters we look at.
Do you have any advice for community leaders who might want to consider creating buffer zones or something similar to what you’re doing in Paradise?
Start today. You have to think about these things with some urgency, but they’re not something people think about until it happens. Paradise, for many decades, did not have a single escaped wildfire make it into the community. Then, overnight, the community is essentially wiped out. But in so many places, these events are foreseeable; we’re just not wired to think about them or prepare for them.
Buffers around communities make a lot of sense, even from a road network standpoint. Even from a trash pickup standpoint. You don’t think about this, but if your community is really strung out, making it a little more thoughtfully laid out also makes it more economically viable to provide services to people. Some things we look for now are long roads that don’t have any connections — that were one-way in and no way out. I don’t think [the traffic jams and deaths in] Paradise would have happened with what we know now, but I kind of think [authorities] did know better beforehand. It just wasn’t economically viable at the time; they didn’t think it was a big deal, but they built the roads anyway. We can be doing a lot of things smarter.
A war of attrition is now turning in opponents’ favor.
A solar developer’s defeat in Massachusetts last week reveals just how much stronger project opponents are on the battlefield after the de facto repeal of the Inflation Reduction Act.
Last week, solar developer PureSky pulled five projects under development around the western Massachusetts town of Shutesbury. PureSky’s facilities had been in the works for years and would together represent what the developer has claimed would be one of the state’s largest solar projects thus far. In a statement, the company laid blame on “broader policy and regulatory headwinds,” including the state’s existing renewables incentives not keeping pace with rising costs and “federal policy updates,” which PureSky said were “making it harder to finance projects like those proposed near Shutesbury.”
But tucked in its press release was an admission from the company’s vice president of development Derek Moretz: this was also about the town, which had enacted a bylaw significantly restricting solar development that the company was until recently fighting vigorously in court.
“There are very few areas in the Commonwealth that are feasible to reach its clean energy goals,” Moretz stated. “We respect the Town’s conservation go als, but it is clear that systemic reforms are needed for Massachusetts to source its own energy.”
This stems from a story that probably sounds familiar: after proposing the projects, PureSky began reckoning with a burgeoning opposition campaign centered around nature conservation. Led by a fresh opposition group, Smart Solar Shutesbury, activists successfully pushed the town to drastically curtail development in 2023, pointing to the amount of forest acreage that would potentially be cleared in order to construct the projects. The town had previously not permitted facilities larger than 15 acres, but the fresh change went further, essentially banning battery storage and solar projects in most areas.
When this first happened, the state Attorney General’s office actually had PureSky’s back, challenging the legality of the bylaw that would block construction. And PureSky filed a lawsuit that was, until recently, ongoing with no signs of stopping. But last week, shortly after the Treasury Department unveiled its rules for implementing Trump’s new tax and spending law, which basically repealed the Inflation Reduction Act, PureSky settled with the town and dropped the lawsuit – and the projects went away along with the court fight.
What does this tell us? Well, things out in the country must be getting quite bleak for solar developers in areas with strident and locked-in opposition that could be costly to fight. Where before project developers might have been able to stomach the struggle, money talks – and the dollars are starting to tell executives to lay down their arms.
The picture gets worse on the macro level: On Monday, the Solar Energy Industries Association released a report declaring that federal policy changes brought about by phasing out federal tax incentives would put the U.S. at risk of losing upwards of 55 gigawatts of solar project development by 2030, representing a loss of more than 20 percent of the project pipeline.
But the trade group said most of that total – 44 gigawatts – was linked specifically to the Trump administration’s decision to halt federal permitting for renewable energy facilities, a decision that may impact generation out west but has little-to-know bearing on most large solar projects because those are almost always on private land.
Heatmap Pro can tell us how much is at stake here. To give you a sense of perspective, across the U.S., over 81 gigawatts worth of renewable energy projects are being contested right now, with non-Western states – the Northeast, South and Midwest – making up almost 60% of that potential capacity.
If historical trends hold, you’d expect a staggering 49% of those projects to be canceled. That would be on top of the totals SEIA suggests could be at risk from new Trump permitting policies.
I suspect the rate of cancellations in the face of project opposition will increase. And if this policy landscape is helping activists kill projects in blue states in desperate need of power, like Massachusetts, then the future may be more difficult to swallow than we can imagine at the moment.
And more on the week’s most important conflicts around renewables.
1. Wells County, Indiana – One of the nation’s most at-risk solar projects may now be prompting a full on moratorium.
2. Clark County, Ohio – Another Ohio county has significantly restricted renewable energy development, this time with big political implications.
3. Daviess County, Kentucky – NextEra’s having some problems getting past this county’s setbacks.
4. Columbia County, Georgia – Sometimes the wealthy will just say no to a solar farm.
5. Ottawa County, Michigan – A proposed battery storage facility in the Mitten State looks like it is about to test the state’s new permitting primacy law.