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Timothée Poisot

@ctrlalttim.com
18K followers 1.7K following 2.2K posts

Almost certainly one of the ecologists of all time. AI/ML, biodiversity monitoring, viral emergence, open science, methodological anarchism he/they 🧪 epic-biodiversity.org

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Timothée Poisot @ctrlalttim.com · 16h
I still haven't found a suitable alternative to fully mapping out a paper on physical paper.
A drawing of a heatmap
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Timothée Poisot @ctrlalttim.com · 22/08/2026
Turns out Garmin keeps you humble in all sports. Yesterday, this was about "nice docking, dipshit", and this will live forever in the gps trace...
GPS track of the docking part, where I clearly had to reverse a bit and try again
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Timothée Poisot @ctrlalttim.com · 18/08/2026
hehehehehehehe
I finally reached superior VO₂ max
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Timothée Poisot @ctrlalttim.com · 31/07/2026
Still putting my wetlab skills to good use
300g of coffee exactly
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Timothée Poisot @ctrlalttim.com · 06/07/2026
so far, so good
Sunset over Saint Palais sur Mer
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Timothée Poisot @ctrlalttim.com · 02/07/2026
It's only biosécurité when it comes from the temperature controlled oyster vending machine region of France, otherwise it's just sparkling food poisoning.
Believe it or not, an oyster vending machine
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Timothée Poisot @ctrlalttim.com · 12/06/2026
What my email says: "[...] , gently, [...]" What my email means:
Screenshot of Picard - "You may test that assumption at your convenience"
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Timothée Poisot @ctrlalttim.com · 31/05/2026
hmmm some delicious food
Libby screenshot showing Lives of Bitter Rain and Pretenders to the Throne of God
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Timothée Poisot @ctrlalttim.com · 22/05/2026
Everything was happening too much today, so I put my phone in airplane mode and went to this spot to eat my lunch in complete silence. 10/10
A view from Mont Royal, overlooking Montreal
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Timothée Poisot @ctrlalttim.com · 11/05/2026
I have been tinkering with environmental novelty for the past few weeks, and I finally managed to get to what I wanted: a map of expected model performance based on distance to the data used for training. Now to write the paper when I have a moment (like... dec. 2028).
A map showing the expected performance of a model based on environmental novelty
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Timothée Poisot @ctrlalttim.com · 03/05/2026
Me: its important to remember, always, that the only person I'm competing against when running is some other version of myself Also me when I grab local legend on a Strava segment:
I hear "cheh" in my oreillette
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Timothée Poisot @ctrlalttim.com · 30/04/2026
mood
a frowning inflatable red ball in a puddle
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Timothée Poisot @ctrlalttim.com · 10/04/2026
when the @gbif.org boss music starts playing again but the lyrics are in latin
The estimated size of the download is 19 GB. On a 50 Mb/s internet connection, this would take 1 hour to download.

Once you have downloaded the file, you will need approximately 85 GB of free disk space to unzip the data.

The dataset has 157,317,349 data rows.

You will not be able to view or analyse the data in Excel or similar applications. A dataset of this size is difficult to analyse on an ordinary computer. You will probably need access to a distributed computing service or 'Big Data' tools.
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Timothée Poisot @ctrlalttim.com · 08/04/2026
Little morning run, flying the @qcbs.ca colors
QCBS neck warmer
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Timothée Poisot @ctrlalttim.com · 31/03/2026
Do you like Maxent? You can now use it within SpeciesDistributionToolkit.jl 🎉 We have also added a bunch of dataviz functions, including bivariate and value-suppressing maps. Oh, and conformal prediction for uncertainty quantification. And more coming soon. poisotlab.github.io/SpeciesDistr... 🌏
Comparison of maxent and logistic models
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Timothée Poisot @ctrlalttim.com · 31/03/2026
SOON.
screenshot of the code showing the first line of the definition of Maxent
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Timothée Poisot @ctrlalttim.com · 30/03/2026
Soon.
A screenshot of the SpeciesDistributionToolkit showing a page on fitting SDMs with Maxent
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Timothée Poisot @ctrlalttim.com · 11/03/2026
Start treating legends as information! This (work in progress) is a VSUP with model training points overlaid, and it shows that on the training dataset, most points are predicted with low uncertainty.
A map of Corsica showing the output of a SDM using a Value Suppressing Uncertainty Palette. The legend shows the wegde, with model training points overlaid, showing that the model has rather high convidence.
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Timothée Poisot @ctrlalttim.com · 07/03/2026
When the bug absolutely, positively gotta get fixed
A giant rubber duck
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Timothée Poisot @ctrlalttim.com · 16/02/2026
Jusant is a wonderful game. Impeccable esthetic and vibes. Definitely comforting me into my "play more indie games" 2026 challenge.
The protagonist of Jusant looking over a vast expanse of sand and rocks
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Timothée Poisot @ctrlalttim.com · 18/01/2026
The last set of minis I painted was in [redacted] during my undergrad, so these didn't turn out awful? Now to finish the many details left over.
Three necron units painted in metallic tones
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Timothée Poisot @ctrlalttim.com · 04/01/2026
8/ House of Open Wounds, by Adrian Tchaikovsy. What if Pratchett's Small Gods was very bleak? The character arcs are all extremely well done, and this book has a perspective on war that is not common enough in the genre (I think).
House of Open Wounds, by Adrian Tchaikovsy
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Timothée Poisot @ctrlalttim.com · 04/01/2026
7/ The West Passage, by Jared Pechacek. Yeah I'm not sure what this one is about. What if the little freaks in the margins of medieval manuscripts had adventures together? It's served by impeccable prose, and I read it in one sitting.
The West Passage, by Jared Pechacek
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Timothée Poisot @ctrlalttim.com · 04/01/2026
6/ Blood over Bright Haven, by M.L. Wang. h/t to @alexandraphelan.bsky.social for the suggestion. This is a book about how magic is bad, but it's actually about climate justice.
Blood over Bright Haven, by M.L. Wang
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Timothée Poisot @ctrlalttim.com · 04/01/2026
5/ Lost Ark Dreaming, by Suyi Davies Okungbowa. Afrofuturism is consistently outstanding, and this is a tale of greed, climate change, inequality, and sea monsters.
Lost Ark Dreaming, by Suyi Davies Okungbowa.
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Timothée Poisot @ctrlalttim.com · 04/01/2026
4/ We Speak Through the Mountain, by Premee Mohamed.. A book that I think surpasses the previous one. Spectacular.
We Speak Through the Mountain, by Premee Mohamed
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Timothée Poisot @ctrlalttim.com · 04/01/2026
3/ Green Teeth, by Milly O'Neill. A little predictable if you know the genre and the literary inspirations of this specific book, but it ultimately doesn't matter because the characters are so likable. Especially the ornery bog lady with sharp teeth. Queen.
Green Teeth, by Milly O'Neill
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Timothée Poisot @ctrlalttim.com · 04/01/2026
2/ The Bright Sword, by Lev Grossman. What if you gave yourself a concussion and then listened to Le Morte d'Arthur as an audiobook? This book is probably the closest you'll come to this. Amazing.
The Bright Sword, by Lev Grossman
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Timothée Poisot @ctrlalttim.com · 04/01/2026
1/ The Bullet Swallower, by Elizabeth Gonzalez James. I love magical realism, and it's a magical realism cowboy story with superb prose. And it's genuinely moving.
The Bullet Swallower, by Elizabeth Gonzalez James
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Timothée Poisot @ctrlalttim.com · 21/12/2025
Running laps in the living room
FNV had STARTED WE'RE BACK WE ARE SO BACK
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Timothée Poisot @ctrlalttim.com · 21/12/2025
Big Iron music intensifies
The FNV booting screen PRAISE BE
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Timothée Poisot @ctrlalttim.com · 21/12/2025
Furiously praying to the one true god (*) for good luck * Veronica Santangelo
Steam processing Vulkan shaders for FNV
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Timothée Poisot @ctrlalttim.com · 17/12/2025
The simulations didn't work and I didn't get as far as I thought on this draft, bug the baking? The baking got done.
A loaf of bread
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Timothée Poisot @ctrlalttim.com · 13/12/2025
11y.o. decided on tyrannids. We're SO back.
A leg of a tyrannid warhammer mini fig in very, very early stages of painting
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Timothée Poisot @ctrlalttim.com · 10/12/2025
"reviewers finish reading a paragraph before commenting" challenge (impossible) Very seriously, my adventures as an author recently suggest that none of you should be complaining about the low reading skills of students. Fix your attention span.
This is described in depth in a later section (more specifically, in the very next sentence).
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Timothée Poisot @ctrlalttim.com · 03/12/2025
I was reading about rotation forests, as one does, and then I started thinking; if rotation forests are better than random forest, surely rotation boosted trees would be very good, right? I wasn't ready for how effective they are.
Result of 10-fold cross-validation showing F1 score of ~ 0.96
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Timothée Poisot @ctrlalttim.com · 29/11/2025
Damn Google scholar you're a freak
A Google scholar "recommended article" alert that reads "A novel semantic theory of the ass"
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Timothée Poisot @ctrlalttim.com · 14/11/2025
Pray for my undergrads, nothing wrong with them but they're learning about pairwise invasibility plots today
A photo of some pairwise invasibility plots
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Timothée Poisot @ctrlalttim.com · 29/10/2025
we're getting somewhere
iteration over the previous plot
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Timothée Poisot @ctrlalttim.com · 29/10/2025
Rough draft, obviously, but I think I like this approach to bivariate legends.
A bivariate map showing loss of historical climate / emergence of novel climate, alongside a legend -- the legend is rotated 45 degrees to show the increase of change on the y axis
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Timothée Poisot @ctrlalttim.com · 29/10/2025
OK, that's enough dataviz for tonight.
A bivariate map of habitat suitability transitions on the left, with the bivariate legend replaced by a Sankey diagram on the right.
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Timothée Poisot @ctrlalttim.com · 28/10/2025
I was out of the country for less than 3 days. My reimbursement claim is 24 pages long, for 7 items. By the time I was done, I had spent about 2 hours on it. 🧪
a photo of about 25 pages of travel expenses justification
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Timothée Poisot @ctrlalttim.com · 24/10/2025
I surprisingly enjoyed writing my NSERC discovery application this time. Now I need to clean up my CCV. I will enjoy this a lot less.
Screenshot of tabs in a google doc, one for each section of the proposal, all with a check mark in front
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Timothée Poisot @ctrlalttim.com · 24/06/2025
A pretty good day for the bike ride in the way that this is a pretty nice rollercoaster, I guess
A picture of the euthanasia coaster
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Timothée Poisot @ctrlalttim.com · 24/06/2025
I am adding a lecture on boosting to my Data Science for Biodiversity class, so I decided to spend a few hours writing AdaBoost from scratch. This was fun!
A map of Switzerland showing the predicted distribution of a simulated species
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Timothée Poisot @ctrlalttim.com · 18/06/2025
When reviewer 2 uses your own papers to criticize your manuscript during anonymous peer review
doctor: treatment is very simple, go see Orville, very funny clown

pagliacci: what about pagliacci?

doctor: man I could not name a more suckass clown

pagliacci: 

doctor: just downright dogshit of a clown
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Timothée Poisot @ctrlalttim.com · 11/06/2025
Men will literally nuke basalt instead of going to therapy
Screenshot of the title of arxiv preprint "Nuclear Explosions for Large Scale Carbon Sequestration" (arXiv:2501.06623)
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Timothée Poisot @ctrlalttim.com · 09/06/2025
Let's get this proposal finished - 10% editing skills, 90% Ethiopian coffee
A shot of an espresso cup over a page of (blurred) proposal text
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Timothée Poisot @ctrlalttim.com · 06/06/2025
I might actually be that kind of doctor?
some frankly illegible annotations on the final draft of a grant application
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Timothée Poisot @ctrlalttim.com · 26/05/2025
thrilled that my decade-long expertise at dissociating during faulty meetings is finally being recognized #blessed #selfcare
On behalf of our Editor-in-Chief, Professor Dr. Uriel Halbreich, from the University at Buffalo, NY, USA, we are pleased to introduce Academia Mental Health and Well-Being(ISSN: 2997-9196), an open-access journal operated by Academia.edu.

We would be honored to invite you to join our Editorial Board, as we believe your expertise in the field would be invaluable in supporting the journal’s growth and development.
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