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The imminent closure of Duke University’s herbarium sparked an outcry in the natural sciences community. But the loss to climate science could be even worse.
Kathleen Pryer did not watch March Madness this year.
That isn’t unusual in and of itself — Pryer describes herself as “not a basketball person,” though that might still raise a few eyebrows this time of year at Duke University, her place of employment. But the professor of biology has been a bit distracted lately. For the past few months, she’s been on defense, fending off a loss of her own: the pending closure of the school’s herbarium.
A herbarium (or plural, herbaria) is a collection of preserved plants, typically dried and mounted on sheets of rigid paper. The oldest existing collection in the world, the Gherardo Cibo herbarium in Rome, dates back to the mid 1500s; many U.S. collections are well over a century old. Browsing digitized herbaria online, one can easily get sucked in by their unintended whimsy; though the preserved plants are scientific specimens, traditionally collected by botanists to be used in the study of taxonomy during Western biology’s golden age of naming things, the pages remind me more of the pale, beautiful botanical illustrations in my childhood copy of Thumbelina.
Duke’s herbarium turns 103 this year and contains 825,000 specimens, making it one of the largest collections in the country. But back in mid-February, Susan Alberts, Duke’s dean of natural sciences, sent an email to Pryer, who curates the herbarium, and four other associated faculty members to inform them that “it’s in the best interests of both Duke and the herbarium to find a new home or homes for these collections.”
Though there had long been rumblings about the future of Duke’s herbarium — calls for “strategic plans,” hand-wringing about funds, worry about hiring new staff — the news came as both a shock and a slap in the face to the faculty, chief among them Pryer. “It’s some kind of little stinky plot,” she told me, adding, “I didn’t just roll over when it happened. I reached out to absolutely everybody I could think of.”
The news of Duke’s herbarium closure ricocheted through the tight-knit natural sciences community. Mason Heberling, an associate curator in the Section of Botany at the Carnegie Museum of Natural History, told me it should be a “wake-up call” for other researchers. The Duke herbarium is prestigious and hardly a “languishing collection,” he explained; researchers and faculty can easily slip into taking their herbaria for granted. “I’ve realized now that a huge part of my job as a curator will need to be explaining why these collections are important,” he said.
Swiftly, botanists and curators came to Duke’s defense. Opinion pieces and quotes decrying Duke’s decision appeared in the pages of The New York Times and Science. A petition went up on Change.org urging the school to reconsider its decision. Online fora burbled with discontent. “This may be the single worst thing to ever happen to Southeastern botany,” one post on Reddit read, with 64 additional comments piling on the administration for being “profit-obsessed business assholes.” “They could probably fund the entire thing with the salary of one head [basketball] coach,” grumbled another commenter.
The criticism of Duke’s decision is rooted in both a romantic nostalgia about herbaria — the same way you might feel fondly about hand-painted globes or cabinets of curiosities — and a very modern sense of scientific urgency. Researchers have only recently started leveraging the collections as invaluable pieces of data in the greater picture of climate change. “Herbaria are, in many ways, one of our best places to understand nature across space, time, and species,” Charles Davis, the curator of vascular plants at the nation’s largest private herbaria, at Harvard University, told me. “These collections are snapshots of events and occurrences in space and time that you just can’t easily replicate anywhere else. In fact, I would argue it’s impossible.”
Think of it this way: Worldwide, there are about 3,600 herbaria located in 193 different countries that collectively hold about 400 million specimens. Botanists estimate as much as half of the planet’s undiscovered flora could be found in herbaria backlogs. Barbara Thiers, the editor of the Index Herbariorum, a digital guide to the world’s collections, told me that when she was the director of the New York Botanical Garden Herbarium, “we had a huge room filled with unidentified species; I think there were 35,000 or 40,000 specimens in there.” That wasn’t for lack of effort — Thiers said that for many of the plant groups, there simply aren’t any working experts or published literature for curators to consult.
Because the climate is changing so fast, many plants in herbaria will go extinct before they’re formally discovered and named, a process known as a “dark extinction.” “It’s a very sobering feeling to touch the leaves of a tree that doesn’t exist anymore,” Erin Zimmerman, an evolutionary biologist and author of the forthcoming book Unrooted: Botany, Motherhood, and the Fight to Save an Old Science, told me, recalling coming across such a specimen in an herbarium while doing her own research. She likened herbaria to a library, but in her description I also heard echoes of a church: “The specimens are sometimes very old; you have to be very gentle with them, which just adds to the sense of holding something precious,” she went on.
Dwindling biodiversity is only the most obvious way herbaria are critical to 21st-century science. “Phenology, whether it’s when plants flower or when birds migrate, is one of the most important signals of climate change response,” Davis, the Harvard curator, said. Still, our long-term datasets aren’t very robust; research on how plants are changing with warming climates typically dates back only 25 to 30 years, tends to concentrate on the U.S. and Western Europe, and centers on easily observable phenomena, like the leafing out of woody trees. Researchers can turn to herbaria for centuries-old records of where certain plants grew and when they flowered, helping to bridge gaps in our understanding.
Heberling, of the Carnegie Museum of Natural History, tracks environmental changes in his research, but he didn’t start using herbaria until well after he’d obtained his Ph.D. Only then did he realize “herbarium specimens are incredible archives of the past,” he told me.
“You can look at the tiny pores, the stomata, on the leaves” of a plant in a herbarium and “see how that has changed over time with increased carbon dioxide,” Heberling said. Scientists have even used this method to create CO2 records.
Admittedly, climate science is still a relatively cutting-edge use case for the herbarium; according to Davis’ research, “global change biology” remains one of the least popular ways to leverage herbaria, well behind “taxonomic monographs” and “species distributions” that still dominate the field. Still, “there are things that, five to 10 years ago, I’d never even imagined we’d be doing today with herbarium specimens,” he told me.
As a result, Duke’s herbarium closure has made some question the university’s commitment to climate research — something that Alberts, the school’s natural sciences dean, emphatically refuted when I raised the question with her. She told me that a rough search revealed that only 23 of the 2,000 papers published by Duke researchers over the past few decades on climate change contained the word “herbarium” anywhere in them. “With my knowledge about all of the climate change research that’s been going on at Duke, the herbarium is not really central to whether or not Duke studies climate change,” she said.
For her part, Pryer has bristled at the administration’s insinuations that the herbarium is of limited use to students and faculty on campus. “You don’t measure a collection by who uses it,” she told me. “As I’ve been naughty enough to say, it’s not a toilet. People outside — the global community — uses it. That’s how you measure its value; things like 90 refereed publications a year [across all disciplines] cite the Duke collections.” Pryer can quickly tick off the climate projects that have come through the herbarium’s halls, including her recent supervision of a local high schooler’s research paper that found the pink lady’s slipper is flowering in the area 17 days earlier than it used to.
Duke is “not an appropriate home for a herbarium that is this large and valuable” for a number of reasons, according to Alberts, ranging from the need to hire new faculty to manage it (Pryer and several of her colleagues are approaching retirement) to the collection’s current building needing renovations. “I have had people email me saying, ‘I know you have enough money, I know you have the facilities.’ I’m like, ‘I’m sorry, you should tell me who you’re talking to, because we don’t,’” Alberts said. She added that she plans to be personally involved in finding the right home for Duke’s herbarium over the next several years.
After all, it’s not like the potential untapped climate records in the Duke collection are being destroyed (though both Pryer and Davis told me they’ve had deans wonder aloud if they could be, since many herbaria are now digitized). The goal is only to move the collection somewhere where it might be better utilized.
Thiers, though, said this is exactly what makes the natural science community so alarmed. As the collection is split up, ideally, the Index Herbariorum would record where Duke’s specimens get sent so scientists can still find them. But when new collections absorb the materials, curators will weed out duplicates, sending unneeded pages elsewhere — at which point specimens can fall between the cracks. “Before you know it, individual specimens will be lost,” Thiers said. “I can almost guarantee that as these secondary moves happen, people will not keep up with the database records.”
There is also a worst-case scenario everyone seemed nervous to mention: that Duke’s collection, in whole or in part, will end up in storage somewhere. Herbarium specimens are extremely susceptible to insect damage and must be kept in expensive, climate-controlled cabinets and rooms. “If they’re putting boxes in a storage storeroom someplace, they’ll be worthless in no time,” Thiers warned. The unidentified plants and uncollected climate data — all of it could be lost. And the cruelest part? Scientists wouldn’t even know what they are losing; it’s a dark extinction of a dark extinction.
When I spoke with Alberts, she said there were no updates on the administration’s plans for the herbarium. She expressed sympathy, though, for the faculty who oppose the administration’s decision. The herbarium “is their life’s work, and it’s important that they have a voice in this process,” she said.
Pryer is determined to keep fighting, even if this isn’t exactly how she’d pictured spending her golden years at Duke. “It’s having an impact on my research and on my health,” she told me. “It’s been pretty unrelenting. I’m anxious for something to resolve.”
She looked tired. There was a faculty meeting later in the day, and she hoped she’d be able to get more clarity about the administration’s decision then. “I don’t want this to go on forever,” she said. “But I also don’t want there to be a decision that makes Duke look insane.”
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Why the new “reasoning” models might gobble up more electricity — at least in the short term
What happens when artificial intelligence takes some time to think?
The newest set of models from OpenAI, o1-mini and o1-preview, exhibit more “reasoning” than existing large language models and associated interfaces, which spit out answers to prompts almost instantaneously.
Instead, the new model will sometimes “think” for as long as a minute or two. “Through training, they learn to refine their thinking process, try different strategies, and recognize their mistakes,” OpenAI announced in a blog post last week. The company said these models perform better than their existing ones on some tasks, especially related to math and science. “This is a significant advancement and represents a new level of AI capability,” the company said.
But is it also a significant advancement in energy usage?
In the short run at least, almost certainly, as spending more time “thinking” and generating more text will require more computing power. As Erik Johannes Husom, a researcher at SINTEF Digital, a Norwegian research organization, told me, “It looks like we’re going to get another acceleration of generative AI’s carbon footprint.”
Discussion of energy use and large language models has been dominated by the gargantuan requirements for “training,” essentially running a massive set of equations through a corpus of text from the internet. This requires hardware on the scale of tens of thousands of graphical processing units and an estimated 50 gigawatt-hours of electricity to run.
Training GPT-4 cost “more than” $100 million OpenAI chief executive Sam Altman has said; the next generation models will likely cost around $1 billion, according to Anthropic chief executive Dario Amodei, a figure that might balloon to $100 billion for further generation models, according to Oracle founder Larry Ellison.
While a huge portion of these costs are hardware, the energy consumption is considerable as well. (Meta reported that when training its Llama 3 models, power would sometimes fluctuate by “tens of megawatts,” enough to power thousands of homes). It’s no wonder that OpenAI’s chief executive Sam Altman has put hundreds of millions of dollars into a fusion company.
But the models are not simply trained, they're used out in the world, generating outputs (think of what ChatGPT spits back at you). This process tends to be comparable to other common activities like streaming Netflix or using a lightbulb. This can be done with different hardware and the process is more distributed and less energy intensive.
As large language models are being developed, most computational power — and therefore most electricity — is used on training, Charlie Snell, a PhD student at University of California at Berkeley who studies artificial intelligence, told me. “For a long time training was the dominant term in computing because people weren’t using models much.” But as these models become more popular, that balance could shift.
“There will be a tipping point depending on the user load, when the total energy consumed by the inference requests is larger than the training,” said Jovan Stojkovic, a graduate student at the University of Illinois who has written about optimizing inference in large language models.
And these new reasoning models could bring that tipping point forward because of how computationally intensive they are.
“The more output a model produces, the more computations it has performed. So, long chain-of-thoughts leads to more energy consumption,” Husom of SINTEF Digital told me.
OpenAI staffers have been downright enthusiastic about the possibilities of having more time to think, seeing it as another breakthrough in artificial intelligence that could lead to subsequent breakthroughs on a range of scientific and mathematical problems. “o1 thinks for seconds, but we aim for future versions to think for hours, days, even weeks. Inference costs will be higher, but what cost would you pay for a new cancer drug? For breakthrough batteries? For a proof of the Riemann Hypothesis? AI can be more than chatbots,” OpenAI researcher Noam Brown tweeted.
But those “hours, days, even weeks” will mean more computation and “there is no doubt that the increased performance requires a lot of computation,” Husom said, along with more carbon emissions.
But Snell told me that might not be the end of the story. It’s possible that over the long term, the overall computing demands for constructing and operating large language models will remain fixed or possibly even decline.
While “the default is that as capabilities increase, demand will increase and there will be more inference,” Snell told me, “maybe we can squeeze reasoning capability into a small model ... Maybe we spend more on inference but it’s a much smaller model.”
OpenAI hints at this possibility, describing their o1-mini as “a smaller model optimized for STEM reasoning,” in contrast to other, larger models that “are pre-trained on vast datasets” and “have broad world knowledge,” which can make them “expensive and slow for real-world applications.” OpenAI is suggesting that a model can know less but think more and deliver comparable or better results to larger models — which might mean more efficient and less energy hungry large language models.
In short, thinking might use less brain power than remembering, even if you think for a very long time.
On Azerbaijan’s plans, offshore wind auctions, and solar jobs
Current conditions: Thousands of firefighters are battling raging blazes in Portugal • Shanghai could be hit by another typhoon this week • More than 18 inches of rain fell in less than 24 hours in Carolina Beach, which forecasters say is a one-in-a-thousand-year event.
Azerbaijan, the host of this year’s COP29, today put forward a list of “non-negotiated” initiatives for the November climate summit that will “supplement” the official mandated program. The action plan includes the creation of a new “Climate Finance Action Fun” that will take (voluntary) contributions from fossil fuel producing countries, a call for increasing battery storage capacity, an appeal for a global “truce” during the event, and a declaration aimed at curbing methane emissions from waste (which the Financial Times noted is “only the third most common man-made source of methane, after the energy and agricultural sectors”). The plan makes no mention of furthering efforts to phase out fossil fuels in the energy system.
The Interior Department set a date for an offshore wind energy lease sale in the Gulf of Maine, an area which the government sees as suitable for developing floating offshore wind technology. The auction will take place on October 29 and cover eight areas on the Outer Continental Shelf off Massachusetts, New Hampshire, and Maine. The area could provide 13 gigawatts of offshore wind energy, if fully developed. The Biden administration has a goal of installing 30 GW of offshore wind by 2030, and has approved about half that amount so far. The DOI’s terms and conditions for the October lease sale include “stipulations designed to promote the development of a robust domestic U.S. supply chain for floating wind.” Floating offshore wind turbines can be deployed in much deeper waters than traditional offshore projects, and could therefore unlock large areas for clean power generation. Last month the government gave the green light for researchers to study floating turbines in the Gulf of Maine.
In other wind news, BP is selling its U.S. onshore wind business, bp Wind Energy. The firm’s 10 wind farm projects have a total generating capacity of 1.3 gigawatts and analysts think they could be worth $2 billion. When it comes to renewables, the fossil fuel giant said it is focusing on investing in solar growth, and onshore wind is “not aligned” with those plans.
The number of jobs in the U.S. solar industry last year grew to 279,447, up 6% from 2022, according to a new report from the nonprofit Interstate Renewable Energy Council. Utility-scale solar added 1,888 jobs in 2023, a 6.8% increase and a nice rebound from 2022, when the utility-scale solar market recorded a loss in jobs. The report warns that we might not see the same kind of growth for solar jobs in 2024, though. Residential installations have dropped, and large utility-scale projects are struggling with grid connection. The report’s authors also note that as the industry grows, it faces a shortage of skilled workers.
Interstate Renewable Energy Council
Most employers reported that hiring qualified solar workers was difficult, especially in installation and project development. “It’s difficult because our projects are built in very rural areas where there just aren't a lot of people,” one interviewee who works at a utility-scale solar firm said. “We strive to hire as many local people as possible because we want local communities to feel the economic impact or benefit from our projects. So in some communities where we go, it is difficult to find local people that are skilled and can perform the work.”
The torrential rain that has battered central Europe is tapering off a bit, but the danger of rising water remains. “The massive amounts of rain that fell is now working its way through the river systems and we are starting to see flooding in areas that avoided the worst of the rain,” BBC meteorologist Matt Taylor explained. The Polish city of Nysa told its 44,000 residents to leave yesterday as water rose. In the Czech Republic, 70% of the town of Litovel was submerged in 3 feet of flooding. The death toll from the disaster has risen to 18. Now the forecast is calling for heavy rain in Italy. “The catastrophic rainfall hitting central Europe is exactly what scientists expect with climate change,” Joyce Kimutai, a climate scientist with Imperial College London’s Grantham Institute, toldThe Guardian.
A recent study examining the effects of London’s ultra-low emissions zone on how students get to school found that a year after the rules came into effect, many students had switched to walking, biking, or taking public transport instead of being driven in private vehicles.
Welcome to Decarbonize Your Life, Heatmap’s special report that aims to help you make decisions in your own life that are better for the climate, better for you, and better for the world we all live in. This is our attempt, in other words, to assist you in living something like a normal life while also making progress in the fight against climate change.
That means making smarter and more informed decisions about how climate change affects your life — and about how your life affects climate change. The point is not what you shouldn’t do (although there is some of that). It’s about what you should do to exert the most leverage on the global economic system and, hopefully, nudge things toward decarbonization just a little bit faster.
We certainly think we’ve hit upon a better way to think about climate action, but you don’t have to take our word for it. Keep reading here for more on how (and why) we think about decarbonizing your life — or just skip ahead to our recommendations, below.