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Eric Maugendre

@data.yt
288 followers 397 following 569 posts

Data scientist; researching future climate policy. I calculate how to avoid much carbon emissions: data.yt Banner is a directed acyclic graph. Avatar shows a white man in a heatwave.

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Reposted by Eric Maugendre
Rishika Pardikar @rishpardikar.bsky.social · 29/09/2026
Crucial point on the importance of reducing vulnerability and building overall resilience rather than focussing merely on early warning systems. There are around 15,000 glaciers in the Himalaya. Monitoring them all for warning signs would be near-impossible eos.org/thelandslide...
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Reposted by Eric Maugendre
Estelle Platini @estelle.eurosky.social · 3h
Pushing down AI has capitalist motives but #AI use is dangerous for the consumer. Here are arguments 🧶
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Eric Maugendre @data.yt · 7h
We use AI to think less. Cogitation is costly; so: • the more we use AI, • the more we offload processing, • the less we ponder, • the shallower our thinking becomes. References: data.yt/kit/how-ai-i... 🧵
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Eric Maugendre @data.yt · 8h
… It is natural for organisations to sideline process improvement initiatives:
researchgate.net
(PDF) Nobody ever gets credit for fixing problems that never happened: creating and sustaining process improvement
PDF | Today's managers face a paradox. On the one hand, the number of tools, techniques, and technologies available to improve operational performance... | Find, read and cite all the research you nee...
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Reposted by Eric Maugendre
Douglas Scofield @dgscofield.bsky.social · 10h
Hobbs et al's main conclusion is that Yellowstone shows hysteresis, multiple stable states. Removal of predators led from beaver-willow to elk-grassland. Also b/c of bison, this can't change back to beaver-willow, even with wolves. Wolf removal forced even more change than previously understood.
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Eric Maugendre @data.yt · 22h
In Indonesia, palm oil plantations replace forests. Google Maps has not completely updated its display:
A patch of dark green show current woodland.
Image tiles of light green show past woodland.
The majority of the satellite image is barren land (palm plantations after harvest).

https://www.google.com/maps/@-7.9231154,140.7381203,3682m/data=!3m1!1e3?entry=ttu&g_ep=EgoyMDI2MDkyNy4xIKXMDSoASAFQAw%3D%3D
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Reposted by Eric Maugendre
amb @amb.fyi · 14/09/2026
not sure i've read anything that captures the sentiment of "giving someone a ride is the most underrated love language" quite like @keawilson.bsky.social's reflection on how transportation and health care systems break down during elder care usa.streetsblog.org/2026/09/14/w...
usa.streetsblog.org
Where I've Been — Streetsblog USA
How becoming a caregiver for a person with terminal illness changed the way I think about transportation reform.
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Eric Maugendre @data.yt · 29/09/2026
I am so sorry.
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Reposted by Eric Maugendre
Infopoint #Klimawandel #Artensterben @infopointa.bsky.social · 18/09/2026
Satellite quantification of enhanced methane oxidation applied to the stratospheric plume following Hunga Tonga-Hunga Ha’apai eruption Van Herpen et al 2026 www.nature.com/articles/s41...
nature.com
Satellite quantification of enhanced methane oxidation applied to the stratospheric plume following Hunga Tonga-Hunga Ha’apai eruption - Nature Communications
Satellite data shows that the Tonga volcanic eruption partly cleaned up its own methane pollution. Volcanic particles created chlorine atoms that broke down methane. Similar chemistry may one day help...
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Eric Maugendre @data.yt · 29/09/2026
So that would be Lords reform to pack it out with party-independent expertise from across society!
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Reposted by Eric Maugendre
Go Green @ecowarriorss.bsky.social · 28/09/2026
How Big Oil poisoned the Niger Delta The third-largest mangrove ecosystem on the planet and unique wetland devastated by oil pollution New oil spills recorded almost constantly - average spillage at about 240,000 barrels each year. thinklandscape.globallandscapesforum.org/107733/niger...
thinklandscape.globallandscapesforum.org
How oil and gas companies poisoned the Niger Delta
After 60 years of extraction, Western oil companies are pulling out of the Niger Delta. But who will pay for the damage they’ve caused?
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Eric Maugendre @data.yt · 28/09/2026
I thought i had paid attention but i must have missed its passing by.
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Eric Maugendre @data.yt · 28/09/2026
Les biais sont partout 🤓
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Eric Maugendre @data.yt · 28/09/2026
Je résume : Les plans de transition déplacent les pollutions chez les autres. (Je trouve ça important.)
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Eric Maugendre @data.yt · 28/09/2026
Je résume : Les plans de transition déplacent les pollutions chez les autres. (Je trouve ça important.)
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Reposted by Eric Maugendre
Hannah Story Brown @hannahstoryb.bsky.social · 28/09/2026
Dorothy writes powerfully in @dissentmag.bsky.social about nursing cancer patients in Cancer Alley, where gas-powered AI data centers are threatening a new wave of toxic air pollution. "It’s suffocating to know that clean air is not available for me, my patients, or any of the people I love."
dissentmagazine.org
Death by Data Centers - Dissent Magazine
I’m an oncology nurse in Louisiana’s Cancer Alley. My patients and I breathe the same polluted air, and we can’t afford the toxic exposure from the gas-fired plants set to power the state’s proposed A...
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Reposted by Eric Maugendre
Eric Maugendre @data.yt · 27/09/2026
Passive rewilding refers to *actively unmanaged* environments that are allowed to regain natural dominance, typically after their abandonment. 🧵 Sometimes referred to as "natural regeneration", it differs from other forms of rewilding in that direct human management or intervention is absent.
Abandoned railroad platforms of the Central Railroad of New Jersey Terminal, United States.
It lies just west of Battery Park, Manhattan, NYC.

Abandoned railroad platforms of the Central Railroad of New Jersey Terminal, United States.
It lies just west of Battery Park, Manhattan, NYC.

Post and picture from https://en.wikipedia.org/wiki/Passive_rewilding CC BY-SA 4.0
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Eric Maugendre @data.yt · 27/09/2026
Many humans feel pain when it affects other (human or non-human) animals.
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Eric Maugendre @data.yt · 27/09/2026
The Labour Party considered different constituencies for Burnham to become an MP. Then they triggered a by-election in the constituency they chose.
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Eric Maugendre @data.yt · 27/09/2026
#Forests need sustainable management and strengthening Indigenous rights and resources. “She realized that, you know, the people were also a very important part of the complex forest relationships”. @mikedigirolamo.bsky.social interviews @ericagies.bsky.social:
news.mongabay.com
Reciprocity, not extraction: Centering an Indigenous approach to forestry
Forester and scientist Suzanne Simard is well known for her landmark 1997 paper, which demonstrated that two distinct species of trees could share resources. At the time, it turned traditional Western...
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Reposted by Eric Maugendre
Mike DiGirolamo @mikedigirolamo.bsky.social · 10/09/2026
I wrote about what being able to sit with how you feel about a situation--without running away from it--is often the way you're able to process it. For people who struggle with climate grief (or feeling the grief) this one is for you:
mikedigirolamo.com
The Other Side of Fear — Mike DiGirolamo
Fear can be an indicator of the direction you need to go.
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Eric Maugendre @data.yt · 27/09/2026
… “There are ways to sustainably manage a forest, like through thinning and prescribed burns, fire breaks, those sorts of things that don’t involve clear-cutting an entire forest, but leave the tree standing, leave the healthy ecosystem there, but are still kind of managing the fuel load”.
news.mongabay.com
Forest fires likely to continue to burn twice as much without ‘serious action’ on climate change
Elizabeth Goldman is a co-director of Global Nature Watch, previously known as Global Forest Watch, a database measuring forest loss that’s frequently cited in Mongabay reporting. She joins this week’...
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Reposted by Eric Maugendre
Eric Maugendre @data.yt · 21/09/2026
"This interaction sets fundamental limits on the resilience of temperate forests to future hot droughts."
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Eric Maugendre @data.yt · 27/09/2026
"Natural disturbances, including fire, windthrow, drought and bark beetle outbreaks, have increased across Europe’s forests in response to climate change" @corneliussenf.bsky.social et al. (2018). "Canopy mortality has doubled in Europe’s temperate forests over the last three decades"
doi.org
Canopy mortality has doubled in Europe’s temperate forests over the last three decades - Nature Communications
Increases in tree mortality can signal changes in forest health, but large-scale tree mortality is difficult to quantify. Here Senf et al. show large-scale increases in forest mortality in Central Eur...
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Eric Maugendre @data.yt · 27/09/2026
Indeed we can reintroduce wolves!
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Eric Maugendre @data.yt · 27/09/2026
Passive rewilding refers to *actively unmanaged* environments that are allowed to regain natural dominance, typically after their abandonment. 🧵 Sometimes referred to as "natural regeneration", it differs from other forms of rewilding in that direct human management or intervention is absent.
Abandoned railroad platforms of the Central Railroad of New Jersey Terminal, United States.
It lies just west of Battery Park, Manhattan, NYC.

Abandoned railroad platforms of the Central Railroad of New Jersey Terminal, United States.
It lies just west of Battery Park, Manhattan, NYC.

Post and picture from https://en.wikipedia.org/wiki/Passive_rewilding CC BY-SA 4.0
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Eric Maugendre @data.yt · 26/09/2026
Kudos for the great feeling ✨
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Reposted by Eric Maugendre
Serene Doomer @serenaribena.bsky.social · 26/09/2026
'There was a perfectly good seafloor at the bottom of the Atlantic that, as far as the authorities were concerned, no one important was using. So, between 1949 & 1982… >200,000 barrels of low-level radioactive waste, totaling more than 150,000 tons, mostly dumped at depths between 3,000 & 5,000 m'
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Eric Maugendre @data.yt · 26/09/2026
Here is an application of causal inference for climate mitigation:
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Eric Maugendre @data.yt · 26/09/2026
"Directed Acyclic Graphs (DAGs) and Regression for Causal Inference" An easy walk-through by Susan Alber (2022): health.ucdavis.edu/media-resour...
[DAG] skin cancer is caused by age and sunburn (via moving to Florida)
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Eric Maugendre @data.yt · 26/09/2026
"Mediators, confounders, colliders – a crash course in causal inference", by @florianhartig.bsky.social (2019): theoreticalecology.wordpress.com/2019/04/14/m... 🧵 #policy #intervention #graphs #causality #causalInference #stats #statistics #counterFactuals #probabilities #ecology #confounding
Confounding: Smoking is upstream of Exercise and Lung cancer
Mediation: Immune function sits in between Exercise and Lung cancer

from Florian Hartig at https://theoreticalecology.wordpress.com/2019/04/14/mediators-confounders-colliders-a-crash-course-in-causal-inference/
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Reposted by Eric Maugendre
Estelle Platini @estelle.eurosky.social · 25/09/2026
Academic systems stifle scientific creativity.🧶 Phillip J. Haubrock, @canobarbacil.bsky.social et al. "How contemporary academic structures constrain scientific creativity and hold back early-career researchers (2026). doi.org/10.1038/s415... via @needhibhalla.bsky.social
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Eric Maugendre @data.yt · 26/09/2026
A beauty of your proposal is that shame and corporate accountability do not require the participation of head of states (or of universities). A few judges, NGOs or media already are on your project 🚧
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Reposted by Eric Maugendre
Albert Pinto @70sbachchan.bsky.social · 25/09/2026
NEW: The big story is not Chinese EVs everywhere —but Chinese EV factories everywhere. And its not just Chinese firms going out. Our CM-FDI database tracks every foreign Solar, Wind, EV and battery manufacturing plant built in 21st century. cmfdi.netzeropolicylab.com
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Eric Maugendre @data.yt · 25/09/2026
I cite papers that are not in my field because i learnt from them while doing the study. I need to read articles that i can use as metaphorical building blocks. As an example, here is a thread of candidates to be be cited in a future preprint of mine:
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Reposted by Eric Maugendre
Environmental Politics @environmentalpol.bsky.social · 22/09/2026
New Discussion! Legal and cultural impacts of ecocide law: a view from the legislative frontlines by Jojo Mehta & Anna Maddrick. doi.org/10.1080/0964...
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Reposted by Eric Maugendre
Serene Doomer @serenaribena.bsky.social · 25/09/2026
'Russia supplies 93% of Kyrgyzstan’s imported petrol & diesel, and its temp export restrictions have pushed pump prices sharply higher. Kyrgyzstan’s efforts to diversify its fuel supply reveal the limits of relying on alternative suppliers that exist only on paper' eastasiaforum.org/2026/09/25/k...
eastasiaforum.org
Kyrgyzstan faces hard choices on a half-empty fuel tank
Kyrgyzstan’s list of alternative fuel suppliers looks reassuring on paper, but none can yet match Russia’s scale, price or reliability when the pumps run dry.
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Eric Maugendre @data.yt · 25/09/2026
Excellent question 🤨 I can see two paths: * your activism (but disruption more than letters); * popularization of science (like i do).
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Eric Maugendre @data.yt · 25/09/2026
Your two points are well taken. 😐 You may be interested in action tactics:
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Reposted by Eric Maugendre
Geoengineering Monitor @geoengmon.bsky.social · 30/03/2025
Reasons to oppose geoengineering 👎 It doesn’t work—it’s risky and unproven. 👎 Detracts from real solutions. 👎 Harms human rights and biodiversity. 👎 Potential weaponization by govts and corporations. The bottom line: geoengineering ignores the causes of climate change & could make things worse.
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Eric Maugendre @data.yt · 24/09/2026
The public is angry.
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Eric Maugendre @data.yt · 24/09/2026
+ @fergusgreen.bsky.social In each of my two cultures (Norwegian & French) people are happy to discuss policy AND they expect "debates" to obtain political change. So much so that French would often object to assemblies being tagged "publics". Therefore democratic conventions are easily popular.
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Eric Maugendre @data.yt · 24/09/2026
The link in the box ends with @poppublicsphere.bsky.social. This is why it doesn't work 🙂
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Reposted by Eric Maugendre
Estelle Platini @estelle.eurosky.social · 24/09/2026
"To befriend people who survived genocide is to accept being present to welcome their words, to lend an attentive ear to their pains, to their nightmares." Thread in French:
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Reposted by Eric Maugendre
Eric Maugendre @data.yt · 18/09/2026
Indeed AI delivers a lot, on demand. I like to keep your part of ´Without even thinking about it.´ Experts have built a cognition about their domain. I wonder if there are two fields of production: one for manly play and one for careful computation. As you know AI play actively blocks the latter:
data.yt
how AI is made - data.yt
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Eric Maugendre @data.yt · 24/09/2026
Before ChatGPT, society was already switching from endeavour to aiming. GenAI permits us to double down on mind offloading: 🧵
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Reposted by Eric Maugendre
Olivia Guest · Ολίβια Γκεστ @olivia.science · 23/09/2026
They get it! > How do you enforce this? > You [can't]. People will still send LLM generated code. This policy makes it explicit that we do not welcome these careless submissions. We have a Code of Conduct that is 80% about [...] what our values are, and 20% about handling unwanted behavior 💯
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Eric Maugendre @data.yt · 23/09/2026
‪"The sovereignty of a national state is hardly ever detached from the goal of advancing the interests of the national bourgeoisie, domestically and abroad. Because of this, #sovereignty is the direct object of imperialist conflict."
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Eric Maugendre @data.yt · 23/09/2026
Solidarity is important for securing a political position. Our adversaries practice it:
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Eric Maugendre @data.yt · 23/09/2026
Do not take land carbon uptake for granted. Early projections indicated that terrestrial ecosystems could sequester as much as 37 GtCO₂/year or emit as much as 22 GtCO₂/year over the 21st century. Friedlingstein et al. (2014):
doi.org
Uncertainties in CMIP5 Climate Projections due to Carbon Cycle Feedbacks
Abstract In the context of phase 5 of the Coupled Model Intercomparison Project, most climate simulations use prescribed atmospheric CO2 concentration and therefore do not interactively include the effect of carbon cycle feedbacks. However, the representative concentration pathway 8.5 (RCP8.5) scenario has additionally been run by earth system models with prescribed CO2 emissions. This paper analyzes the climate projections of 11 earth system models (ESMs) that performed both emission-driven and concentration-driven RCP8.5 simulations. When forced by RCP8.5 CO2 emissions, models simulate a large spread in atmospheric CO2; the simulated 2100 concentrations range between 795 and 1145 ppm. Seven out of the 11 ESMs simulate a larger CO2 (on average by 44 ppm, 985 ± 97 ppm by 2100) and hence higher radiative forcing (by 0.25 W m−2) when driven by CO2 emissions than for the concentration-driven scenarios (941 ppm). However, most of these models already overestimate the present-day CO2, with the present-day biases reasonably well correlated with future atmospheric concentrations’ departure from the prescribed concentration. The uncertainty in CO2 projections is mainly attributable to uncertainties in the response of the land carbon cycle. As a result of simulated higher CO2 concentrations than in the concentration-driven simulations, temperature projections are generally higher when ESMs are driven with CO2 emissions. Global surface temperature change by 2100 (relative to present day) increased by 3.9° ± 0.9°C for the emission-driven simulations compared to 3.7° ± 0.7°C in the concentration-driven simulations. Although the lower ends are comparable in both sets of simulations, the highest climate projections are significantly warmer in the emission-driven simulations because of stronger carbon cycle feedbacks.
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