(Roughly) Daily

Posts Tagged ‘Science

“Did you have any orange juice today?”*…

… if so, it’s less and less likely that it was from Florida.

The canonical articles on the Florida orange juice industry are John McPhee’s two-parter from The New Yorker from the 1960s. But that was then.

Alex Sammon has picked up the baton, with an article on the brutal, unrelenting decline of that business…

Quiet fell over the room, which was neither full nor very loud to begin with, and the 2026 Florida Citrus Show began.

“It should be a great day,” began the event’s first speaker. “Rain should hold off today, even though we definitely need more rain.” No one laughed.

There was no need to say that things were bad. Everyone knew it. The mood wasn’t sour—citrus farmers could handle sour. It was something else. Postapocalyptic. Florida is in the midst of its worst drought in 25 years, but the dry spell actually ranked far down on the list of challenges these bedraggled growers were facing.

In 2003, the mighty Florida orange industry produced 242 million boxes of fruit, with 90 pounds of oranges per box, most of which went on to become orange juice. Now, not even 25 years later, the United States Department of Agriculture was forecasting a pitiful 12 million boxes of oranges, the least in more than 100 years, the worst year since last. A decline of more than 95 percent.

And everyone knew, more or less, that even that figure was not happening. “Twelve million? I would doubt it,” Matt Joyner, CEO of Florida Citrus Mutual, the state’s largest trade group, told me. There was chatter that even 11 million might be out of reach. Could the total end up being less than that, just seven figures? In Florida, the citrus capital of the world, you are today more likely to see the oranges printed on the state’s 18 million license plates than a box of actual fruit.

Rick Dantzler, chief operating officer of the Citrus Research and Development Foundation, took the podium. He was blunt. “It’s been a dumpster fire of a year,” he said.

On the list of immediate problems: the implementation of tariffs and retaliatory tariffs, then the government shutdown, then a stunning, historic freeze, days long, at the end of January and early February, that besieged the fragile orange trees.

And yet those, too, were just footnotes to the even larger problem. Already, Florida had lost about three-quarters of its citrus growers. The last of them, these spent survivors, these hangers-on, had trudged to the Citrus Show to talk about the real problem, which was the disease.

In 2005, Florida first got signs of a new affliction in its groves called citrus greening disease. It also has a Chinese name, Huanglongbing, or HLB, because it came from China, where oranges also came from in the first place.

Citrus greening disease is caused by a bacterial infection that is delivered by the gnawing of the Asian citrus psyllid. (It’s now believed the psyllid first turned up near the Port of Miami in 1998.) The flea-sized psyllid bites the leaves and transmits the disease, which slowly chokes out the tree’s vascular system from the inside, taking years to finally show itself. By the time a tree is displaying symptoms—three to five years, in most cases—it’s too late…

Read on for an explanation of how this catastrophe has materialized and for a consideration of what it means for Central Florida (and the other major supplier, Brazil, which is also suffering).

Who Killed the Florida Orange?” from @alexsammon.bsky.social in @slate.com.

Other comestible news from Florida: “A deadly bacteria is creeping up the Atlantic Coast. How worried should you be?

* Harold Brodkey, First Love and Other Sorrows: Stories

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As we contemplate the consequences of climate change and contagion, we might consider an alternative to orange juice on this, National Raisin Day. But while raisins are richly nutricious, they are not so strong on Vitamin C, so we’ll have to keep looking…

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“The one who plants trees knowing that he or she will never sit in their shade, has at least started to understand the meaning of life”*…

A long-running experiment is testing tree mixes to develop the healthiest forests

… Yes, and, as John Parker and Justin Nowakowski explain, it turns out that what and how we plant matters enormously…

Around the world, people plan to plant more than 1 trillion trees this decade in an ambitious effort to slow climate change and reduce biodiversity loss. But if the past is prologue, many of those planted trees won’t survive. And if they do, they could end up as biological deserts that lack the richness and resilience of healthy forests.

It doesn’t have to be this way.

The United Nations declared 2021-2030 the Decade on Ecosystem Restoration to encourage efforts to repair degraded ecosystems. Tree planting has become a centerpiece of that effort, championed by initiatives such as the Bonn Challenge and the Trillion Trees Campaign.

However, many tree-planting commitments have a critical flaw: They rely too heavily on monoculture plantations – vast areas planted with just a single tree species.

Monoculture plantations are generally one-way tickets to producing wood. But these high-yield plantations are high risk and can be surprisingly fragile. When drought, pests, or forest fires strike, entire monoculture plantations can fail at once. In one example, nearly 90% of 11 million saplings planted in Turkey died within three months due to drought and lack of maintenance.

Forests are more than just timber factories. They regulate water, store carbon, provide habitat for wildlife, cool the landscapes around them and even provide human health benefits.

Rather than gambling on a single species and hoping for the best, science now points to a smarter path that captures both ecological and economic benefits while minimizing risk: mixed-species plantings that mirror the biodiversity of a natural forest, ultimately creating forests that grow faster and are more resilient in the face of constant threats.

We are community and landscape ecologists at the Smithsonian Environmental Research Center. Since 2013, we and our colleagues have been rigorously testing this idea in a large, ecosystem-scale experiment called BiodiversiTREE. The verdict is striking: Trees in mixed forests don’t just survive – they outgrow their monoculture counterparts and support dramatically more biodiversity…

[Parker and Nowakowski outline their project, unpack it’s (impressive) results, and explore the challenges to sclaing their example. They conclude..]

… The stakes are high. Restoration has become a major global investment, with hundreds of billions of dollars already being spent annually. Getting it wrong means wasted resources and missed opportunities to address some of the most pressing environmental challenges of our time.

If the world is going to plant a trillion trees, we believe it needs to do more than just put seedlings in the ground. It needs to rethink what a forest should be.

The goal isn’t just to grow trees. It’s to grow forests that last.

Eminently worth reading in full: “Don’t just plant trees, plant forests to restore biodiversity for the future,” from @johndparker.bsky.social and Justin Nowakowski in @us.theconversation.com.

Rabindranath Tagore

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As we see the forest, we might send observant birthday greetings to a man who spent a good bit of time in and around forests, John James Audubon; he was born on this date in 1785.  An ornithologist, naturalist, and artist, Audubon documented all types of American birds with detailed illustrations depicting the birds in their natural habitats.  His The Birds of America (1827–1839), in which he identified 25 new species, is considered one of the most important– and finest– ornithological works ever completed.

Print depicting a raven (Plate 101) from Birds of America

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“The present is pregnant with the future”*…

The estimable Tim O’Reilly uses scenario planning to create an insightful look at AI, our futures, and the choices that will define them…

We all read it in the daily news. The New York Times reports that economists who once dismissed the AI job threat are now taking it seriously. In February, Jack Dorsey cut 40% of Block’s workforce, telling shareholders that “intelligence tools have changed what it means to build and run a company.” Block’s stock rose 20%. Salesforce has shed thousands of customer support workers, saying AI was already doing half the work. And a Stanford study found that software developers aged 22 to 25 saw employment drop nearly 20% from its peak, while developers over 26 were doing fine.

But how are we to square this news with a Vanguard study that found that the 100 occupations most exposed to AI were actually outperforming the rest of the labor market in both job growth and wages, and a rigorous NBER study of 25,000 Danish workers that found zero measurable effect of AI on earnings or hours?

Other studies could contribute to either side of the argument. For example, PwC’s 2025 Global AI Jobs Barometer, analyzing close to a billion job ads across six continents, found that workers with AI skills earn a 56% wage premium, and that productivity growth has nearly quadrupled in the industries most exposed to AI.

This is exactly the kind of contradictory, uncertain landscape that scenario planning was designed for. Scenario planning doesn’t ask you to predict what the future will be. It asks you to imagine divergent possible futures and to develop a strategy that improves your odds of success across all of them. I’ve used it many times at O’Reilly and have written about it before with COVID and climate change as illustrative examples. The argument between those who say AI will cause mass unemployment and those who insist technology always creates more jobs than it destroys is a debate that will only be resolved by time. Both sides have evidence. Both are probably right at some level. And both framings are not terribly helpful for anyone trying to figure out what to do next…

[O’Reilly explains the scenario approach, then applies it to our future with AI (see the image above), astutely assessing the conflicting signals that we’ve experiencing; he explores the “robust strategy” for our uncertian future (strategic choices that make sense regardless of which future unfolds); then he concludes…

… I’ll return to the theme that I sounded in my book WTF? What’s the Future and Why It’s Up To Us.

Every time a company uses AI to do what it was already doing with fewer people, it is making a choice for the lower half of the scenario grid. Every time a company uses AI to do something that wasn’t previously possible, to serve a customer who wasn’t previously served, to solve a problem that wasn’t previously solvable, it is making a choice for the upper half. These choices compound, for good or ill. An economy that uses AI primarily for efficiency will slowly hollow itself out.

Looking at the news from the future, both sets of signals are present. The question is which will dominate. AI will give us both the Augmentation Economy and the Displacement Crisis, in different measures in different places, depending on the choices we make.

Scenario planning teaches us that we don’t have to predict which future we’ll get. We do have to prepare for a very uncertain future. But the robust strategy, the one that works across every quadrant, is to focus on doing more, not just doing the same with less, and to find ways that human taste still matters in what is created. As long as there is unmet demand, as long as there are problems we haven’t solved and people we haven’t served, AI will augment human work rather than replacing it. It’s only when we stop looking for new things to do that the machines come for the jobs…

Eminently worth reading in full. Indeed, speaking as a long-time scenario planner, your correspondent can only wish that everyone who wields “scenarios” applies the approach as appropriately, adriotly, and acutely as Tim has: “Scenario Planning for AI and the ‘Jobless Future‘,” from @timoreilly.bsky.social.

* Voltaire

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As we take the long view, we might send formative birthday greetings to Mark Pinsker; he was born on this date in 1923. A mathematician, he made impoprtant contributions to the fields of information theory, probability theory, coding theory, ergodic theory, mathematical statistics, and communication networks. This work, which helped lay the foundation for AI-as-we-know-it, earned him the IEEE Claude E. Shannon Award in 1978, and the IEEE Richard W. Hamming Medal in 1996, among other honors.

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“There are few creatures more remarkable than the lowly slime mold”*…

… nor, perhaps, more beautiful…

We’ve looked before at the at the “intelligent” accomplishments of the humble slime mold, and wondered what they might mean and what they might teach us. Photographer Barry Webb invites us to appreciate their spendor…

Blown wildly out of proportion in large format, the slime molds that British photographer Barry Webb captures seem atmospheric and sculptural. Stemonitis, for example, looks like dozens of thin pieces of wire with their ends coated in colored wax. But this fungi-like form is one of hundreds of kinds of slime mold, and it typically only reaches a height of about two centimeters at the most. Thanks to Webb’s macro photos, we glimpse a phenomenally beautiful world up-close that is otherwise virtually invisible.

Scientists have documented hundreds of these organisms, which aren’t actually related to plants, fungi, animals, or molds—despite the name. They comprise a unique group unto themselves, more closely related to amoebas. And new discoveries are being made all the time. From mottled gray bulbs that look like snow-covered trees to pink, coral-like tendrils, Webb chronicles a huge array of colors and shapes. He also consistently submits images to local and national botanical records so that researchers have access to high-resolution imagery…

Barry Webb Documents a Marvelous, Macro Array of Colorful Slime Molds,” from @thisiscolossal.com.

More of Webb’s portraits of slime mold on his site.

* Brandon Keim (in “Complexity Theory in Icky Action: Meet the Slime Mold“)

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As we get small, we might send microscopic greetings to William Ian Beardmore (W. I. B.) Beveridge; he was born on this date in 1908.  A microbiologist and veterinarian who served as  director of the Institute of Animal Pathology at Cambridge, he identified the origin of the Great Influenza (the Spanish Flu pandemic, 1918-19)– a strain of swine flu.

WIB Beveridge

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Happy Shakespeare’s Birthday!

While there is no way to know with certainty the Bard’s birth date, his baptism was recorded at Stratford-on-Avon on April 26, 1564; and three days was the then-customary wait before baptism. In any case, we do know with some certainty that Shakespeare died on this date in 1616.

Written by (Roughly) Daily

April 23, 2026 at 1:00 am

“The mind is not a vessel to be filled, but a fire to be kindled”*…

(Roughly) Daily is, in effect, a kind of notebook, a commonplace book. So it will be no surprise that your correspondent found today’s featured piece fascinating.

Jillian Hess, a professor who studies the history of note-taking, shares the lessons she took from her review of the papers of the remarkable Richard Feynman

Formal education, at its best, prepares us for a life of learning. After all, we are only in school for a fraction of our lives and there is so much to learn!

Richard Feynman (1918-1988) understood the value of self-education. He was a Nobel Prize-winning theoretical physicist, a member of the Manhattan Project at the age of 25, and a dynamic public intellectual who never stopped learning.

Often touted as one of history’s greatest learners, Feynman taught himself a dizzying amount of science. I wanted to see his notes for myself—to observe the great autodidact thinking on the page. So, I visited his archives at Caltech in February…

… In the archives, I saw… for myself: Feynman’s notebooks contain imprints of thinking in real-time—the work as it happened. They were instruments for thinking through uncertainty.

What follows is a list of note-taking principles for self-education that I gathered while studying Feynman’s notebooks.

Start with First Principles: Feynman’s “Things I Don’t Know About” Notebook

Discussions about Feynman’s learning process usually draw from this notebook, which he compiled as a Ph.D. student at Princeton. The contents include mechanics, mathematical methods, and thermodynamics. Clearly, he knew something about these topics, but he found his understanding superficial. So, his response was to take the subject apart—to break it down into “the essential kernels” …

[Hess illustrates this principle, then unpacks two others: “create a reading index” and “keep learning.” She continues…]

Uncertainty is Interesting

This is my biggest takeaway: We should fear certainty more than doubt. Learning to live with uncertainty is an essential aspect of learning, as Feynman said in 1981:

You see, one thing is, I can live with doubt and uncertainty and not knowing. I think it’s much more interesting to live not knowing than to have answers which might be wrong.

And then, in an echo of his “Notebook of Things I Know Nothing About,” compiled four decades prior, he adds:

…I’m not absolutely sure of anything, and there are many things I don’t know anything about.

If a man as celebrated for his genius as Feynman felt that way, certainly the rest of us have a lot more to learn…

[And she concludes…]

… Notes on Feynman’s Notes:

Use notes to think: Feynman didn’t think through problems in his head and then turn to his notebooks. Instead, he used his notebooks to think through problems. His thought process required paper.

Start with first principles: “Why” is a very powerful question. And asking why can lead us back to the fundamentals and help us understand them in an entirely new light. This applies to any subject. Feynman has helped me think of note-taking as a kind of expedition. Use your notes to dig deeper into topics you think you already understand.

Never stop learning: How wonderful would it be if we could hold onto the excitement of learning we had as children? After all, the world didn’t get less interesting. It’s worth returning to the note-taking methods you used in school to see if they are still useful in adulthood. I particularly like Feynman’s high school method of taking 30 minutes to understand a subject before he allowed himself to take notes on it.

[Then leaves us with the man himself, “in all his radiant, enthusiastic, brilliance”…]

On “Richard Feynman’s Notes For Self-Education.”

Pair with: “Curiosity Is No Solo Act“: “it gains its real power when embedded in webs of relationship and shared meaning-making”… something that Feynman’s life also demonstrated (as you can see in his autobiography and/or in James Gleick‘s biography, Genius)

* Plutarch

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As we light that fire, we might spare a thought for Jeremy Bernstein; he died on this date last year. A physicist who woked on nuclear propulsion for Project Orion and held research and teaching positions at Stevens Institute of Technology, the Institute for Advanced Study, Brookhaven National Laboratory, CERN, Oxford University, University of Islamabad, and École Polytechnique, he is better remembered as a gifted popular science writer and profiler of scientists.

Bernstein wrote 30 books, and scores of magazine articles for “general readers”– for The New Yorker, where he was a staff writer from 1961 to 1995, and for The Atlantic Monthly, the New York Review of Books, and Scientific American, among others.

Of Feynman, Bernstein wrote “[his] Mozartean genius in physics seemed to be combined with an almost equally Mozartean urge to play the clown.” (in which, of course, Feynman was in the good company of Einstein, Claude Shannon, and others :-)

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Written by (Roughly) Daily

April 20, 2026 at 1:00 am