Teamrat

Teamrat

@teamrat.bsky.social

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557 followers1.4K following51 posts

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If you are like me irritated by how Chrome on MacOS refuses to be closed unless you hold ⌘+Q, here is Chrome → Settings → Appearance → turn off “Warn before quitting with ⌘Q” I bet they aren't doing it for me. I only use it for Google Scholar, which refuses to work with Private Relay.

Our new paper on an interpretable pedotransfer function is out. Traditionally, PTFs predict the parameters of water retention models. This new model predicts water content directly and exposes its internal attention weights for interpretation. doi.org/10.1029/2025... #SoilScience #MachineLearning

doi.orgInterpretable Soil Water Retention Prediction Using Hierarchical Attention Networks With Uncertainty QuantificationExisting pedotransfer functions cannot reveal which soil properties control water retention at different soil moisture states Direct prediction with attention mechanisms achieves superior accurac...
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The model was trained to learn from incomplete soil characterization. Therefore it can make predictions using only texture or with more data when available. Ensemble prediction provides a useful indication of reliability: greater ensemble disagreement is consistent with larger prediction errors.

Our new paper on an interpretable pedotransfer function is out. Traditionally, PTFs predict the parameters of water retention models. This new model predicts water content directly and exposes its internal attention weights for interpretation. doi.org/10.1029/2025... #SoilScience #MachineLearning

doi.orgInterpretable Soil Water Retention Prediction Using Hierarchical Attention Networks With Uncertainty QuantificationExisting pedotransfer functions cannot reveal which soil properties control water retention at different soil moisture states Direct prediction with attention mechanisms achieves superior accurac...

The attention patterns reveal several relationships. Texture provides the basic template for water retention and strongly influences how structural properties are interpreted. Bulk density and organic C modify this template, with their contributions changing across the moisture range and soil type.

Teamrat reposted

A teacher had a student who kept falling asleep in class; turns out she had no bed at home. So the teacher ordered a bed, installed it in the girl's home--and then got her food. My report: Trump's policies inflict pain, but here are the counter stories of hope: www.nytimes.com/2026/08/15/o...

nytimes.comOpinion | Where the Teacher Is a Hero (Gift Article)The Trump administration is squeezing struggling Americans with benefit cuts, but ordinary people are stepping up to help.

Abstract deadline is TODAY for #AGU26. Working on climate action in higher ed? Campus living labs, fossil-free pathways, students driving real solutions? Present your work and ideas in SY009: Climate Action in Higher Education agu.confex.com/agu/agu26/pr...

agu.confex.comClimate Action in Higher EducationHigher education faces a dual crisis: an accelerating climate emergency and declining public trust. While there is a deep foundation for education and research addressing the climate crisis across aca...

Yulissa led this continental-scale look at how temporal averaging warps modeled soil respiration. @yperezrojas.bsky.social is new to Bluesky, give her a follow.

"209. A particular responsibility rests on the shoulders of those who work in the field of research. All the key players in this field — scientists, business owners, investors, academic authorities, politicians and others — must work with a transparent and responsible mindset,... #ENCYCLICAL #AI

vatican.vaEncyclical Letter of His Holiness Leo XIV Magnifica Humanitas (15 May 2026)ENCYCLICAL LETTER MAGNIFICA HUMANITAS OF HIS HOLINESS POPE LEO XIV ON SAFEGUARDING THE HUMAN PERSON IN THE TIME OF ARTIFICIAL INTELLIGENCE [ Multimedia ] ___________________________
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When people limit themselves to looking only at their own sector, they may deceive themselves into believing they are performing actions that are morally neutral and avoid questions about the ultimate ends that guide certain experiments.

In this way, they risk cooperating — perhaps unknowingly — with questionable projects that fuel new forms of violence, manipulation and dominance."

"209. A particular responsibility rests on the shoulders of those who work in the field of research. All the key players in this field — scientists, business owners, investors, academic authorities, politicians and others — must work with a transparent and responsible mindset,... #ENCYCLICAL #AI

vatican.vaEncyclical Letter of His Holiness Leo XIV Magnifica Humanitas (15 May 2026)ENCYCLICAL LETTER MAGNIFICA HUMANITAS OF HIS HOLINESS POPE LEO XIV ON SAFEGUARDING THE HUMAN PERSON IN THE TIME OF ARTIFICIAL INTELLIGENCE [ Multimedia ] ___________________________

while maintaining an acute awareness of the broader context of the technological advancements they help to cultivate, including those related to AI.

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Replying to @newphyt.bsky.social

(🧵 6/6) This review synthesizes current research on how climate change-induced alterations in precipitation patterns, both directly and indirectly, affect the amount, composition, and persistence of soil organic matter.

Teamrat reposted

Replying to @newphyt.bsky.social

(🧵 5/6) Their collective expertise spans soil organic matter dynamics, nutrient cycling, soil chemistry, soil ecology, soil mechanics, and vadose zone hydrology.

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Replying to @newphyt.bsky.social

🌱 The authors behind the paper 🌱 (🧵 4/6) The authors of this Tansley review consist of soil biogeochemists and an environmental soil physicist affiliated with universities across the United States and South Korea.

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Replying to @newphyt.bsky.social

(🧵 2/6) The amount, intensity, and frequency of precipitation have been changing around the world due to climate change. Changing precipitation can impact interactions among plants, microbes, fauna, and soil minerals, altering soil organic matter dynamics.

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"We spoke with nine C-level U.S. airline executives and senior officials across six U.S. carriers for this story. They expressed varying degrees of skepticism, but none felt the cuts were without some level of political interference."

The Air Current@theaircurrent.com

With little recourse, U.S. airline leaders skeptical of DOT flight cut justification theaircurrent.com/airlines/air... (via @willguisbond.com & @jonostrower.com) #staycurrent

Grew up under a dictatorship, they attacked expertise first. This is alarmingly familiar. Trust in expertise is the foundation of modern civilization. Even as a researcher, I rely on expert knowledge I could never master in a lifetime. Rejecting that isn’t freedom, it’s how societies collapse!

Republicans Against Trumpism@rpsagainsttrump.bsky.social

RFK Jr: We need to stop trusting the experts... Trusting the experts is not a feature of science or democracy, it's a feature of religion and totalitarianism.

The Soil Physics Kirkham Medal was given to Bill Jury at the Kirkham Conference in Fukushima. He had an illustrious career at UC Riverside before retiring as Distinguished Professor Emeritus. #soil #soilphysics #kirkhamconference #sssa

Teamrat reposted

It’s official, JB Milliken will be the 22nd President of the University of California system. It was a privilege to represent UC faculty interests in this search. … he currently serves as Chancellor of the UT System, previously led the CUNY system, U of NE and was v. Pres of UNC

universityofcalifornia.eduJames B. Milliken named 22nd president of the University of CaliforniaThe University of California Board of Regents today approved the appointment of James B. Milliken as the 22nd president of UC’s world-renowned system of 10 campuses, six academic health centers, and t...

Gardner (1991) argued that “if basic soil science did not exist, there is ample evidence that we need to invent it.” While practical applications are valuable outcomes of soil science research, they should emerge from a deep understanding of soil systems rather than define the discipline's scope.

doi.orgDefining soil science: Balancing fundamental research and societal needsSoil science's identity emerges from studying Earth's complex living and nonliving systems across scales. Defining soil science requires balancing practical impacts with fundamental scientific explo.....

Pope Francis’s first papal visit was to Lampedusa, where thousands have perished. There he criticized the “globalization of indifference”. He said we “have forgotten how to cry” for migrants and “take care of each other,” in his homily. It seems the indifference is worsening everywhere.

nytimes.comPope Offers Mass on Island Beacon for Refugees (Published 2013)With a service before 10,000 people, Francis seeks to call attention to a humanitarian problem at what has become a gateway for thousands of migrants.

the so-called war over California’s water is a dangerous, flawed trope that reduces certain water uses to right or wrong, and turns the Delta into a place with no local stakes. Faced with threats of drought, climate change and water scarcity, we should not reduce this place to a warring of... sides.

nytimes.comOpinion | What the War on California’s Water Is Really AboutIf we are to take seriously the threats of drought, climate change and water security, we should not reduce this place to a warring of two — or even many — sides.

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Today, as President Jimmy Carter is honored, we reflect on his 2010 visit to UC Merced, where he received the Spendlove Prize and celebrated the Central Valley’s diversity as a strength of our nation. 🔗ucm.edu/lhgqp1

“… Research Program at the UCLA, surveys first-year college students every year. The percentage who named being “very well off financially” as an important goal doubled from 1967 to 2019. Those who wanted to develop a “meaningful philosophy of life” decreased by nearly half.

nytimes.comJimmy Carter Was Right About Materialism but, Alas, Wrong About Us“Too many of us now tend to worship self-indulgence and consumption,” he said in his 1979 “Crisis of Confidence” speech. If only we had listened.