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Vitus Benson

@vitusbenson.bsky.social
399 followers 332 following 36 posts

(machine) learning @ MPI BGC ✨ vitusbenson.github.io

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Reposted by Vitus Benson
Atmosphere-Biosphere-Coupling, Climate & Causality @abcube.bsky.social · 06/05/2026
📅 Thu, 07 May | 15:35–15:45 CEST |📍 Room 1.14 Mechanistic Interpretability for Mapping Ecosystem Functioning 🎤 Talk by @vitusbenson.bsky.social et al. | EGU26-20910
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Reposted by Vitus Benson
RiskKAN @riskkan.bsky.social · 05/05/2026
Great to meet with friends and colleagues at the 2nd #RiskKAN Symposium held at #IIASA under the theme of ‘Resilience to Complex Climate Risks across Weather and Climate Many thanks to all participants and sponsors @futureearth.bsky.social @wcrpclimate.bsky.social #IRDR #WWRP
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Tim Raupach @timraupach.com · 01/12/2025
How should decision-makers address extreme weather hazards when considering complex climate risks? At #EGU26, Ben Newell, @vitusbenson.bsky.social, @janasillmann.bsky.social and I are convening a session on interdisciplinary approaches. Abstract deadline 15 Jan! www.egu26.eu/session/57683
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Olof Mogren @mogren.ml · 06/12/2025
Vitus Benson on atmospheric transport and inverse modeling of CO2. #aicc #eurips #eurips2025
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Kelley De Polt @kdepolt.bsky.social · 17/10/2025
Our preprint is now live and open for discussion on Open Research Europe! Empowering ECRs to Make Research Projects Flourish: Lessons from a European Research Project Read the full preprint here: doi.org/10.12688/ope...
doi.org
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Dan Garisto @dangaristo.bsky.social · 01/10/2025
Had never read Jane Goodall's original 1963 article in Nat Geo on the wild chimpanzees in Tanzania until now. It's a wonderful blend of science and journalism, and well worth your time. www.nationalgeographic.com/pdf/jane-goo...
David Greybeard, a wild chimpanzee, gets a handout of bananas from author Goodall, who studies the apes under a National Geographic Society grant. This scene near
her camp represents a triumph for Miss Goodall; at first the animals fled if she came
within 500 yards. Knapsack holds camera and notebook. She carries a whistle in her
pocket to summon searchers in case of accident in the rugged Tanganyika hills.
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Reposted by Vitus Benson
Kai Kornhuber @kornhuber.bsky.social · 16/09/2025
An amazing bunch to follow. If you’re interested in latest science, events or webinars about emerging risks from climate extremes, have a look at the @riskkan.bsky.social starter pack. @iiasa.ac.at @climate.columbia.edu
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Reposted by Vitus Benson
Kai Kornhuber @kornhuber.bsky.social · 04/09/2025
Open call for new Steering Committee Members at @riskkan.bsky.social. We invite experts in relevant fields to self-nominate for the next term: www.risk-kan.org/about-riskka... Find out more at www.risk-kan.org and feel free to reach out in case of questions! @iiasa.ac.at @climate.columbia.edu
Open Call for Risk KAN Steering Committee Members
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Alexander Ecker @aecker.bsky.social · 15/08/2025
📢 We have an opening for a tenure track assistant professor position (W1 t.t. W2) in AI in our CS dept @uni-goettingen.de, Germany. ⏰ Application deadline: Sept 19 🗣️ Please share! uni-goettingen.de/en/697924.html
uni-goettingen.de
W1-TT-W2 Artificial Intelligence - Georg-August-University Göttingen
Website of the Georg-August-University Göttingen
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Philine Lou Bommer @philinelb.bsky.social · 05/08/2025
🚨New paper 🚨 We are happy to announce that our paper “Deep Learning meets Teleconnections: Improving S2S Predictions for European Winter Weather” has been published at Machine Learning: Earth @ioppublishing.bsky.social 📄 iopscience.iop.org/article/10.1... 💻 github.com/philine-bomm...
iopscience.iop.org
Radware Bot Manager Captcha
To ensure we keep this website safe, please can you confirm you are a human by ticking the box below.
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Reposted by Vitus Benson
Robert Rohde @rarohde.bsky.social · 01/07/2025
Proposed NOAA budget zeros out ALL climate laboratories and cooperative institutions. GFDL, NSSL, GML, etc. This appears to also end the US greenhouse gas sampling network, including at Mauna Loa, the oldest continuous carbon dioxide monitoring site on Earth. www.commerce.gov/sites/defaul...
Excerpt from proposed NOAA budget showing zero funding for Climate Laboratories and Cooperative Institutes
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Simon Clark @simonoxfphys.com · 20/06/2025
So @esa.int invited to watch their new Biomass satellite launch, and it's one of the most amazing pieces of science I've seen youtu.be/YfqvsVgtThQ
youtu.be
We don't know what's happening with forests
YouTube video by Simon Clark
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Reposted by Vitus Benson
Philine Lou Bommer @philinelb.bsky.social · 20/06/2025
🚨Preprint alert 🚨 Why limit our view to a single concept when neurons potentially encode multiple concepts? 👀 Check out 🔎PRISM🔎, our new multi-concept interpretability framework for LLMs. Congratulations to @lkopf.bsky.social and the team! 📄: arxiv.org/abs/2506.15538
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Vitus Benson @vitusbenson.bsky.social · 20/05/2025
In general i agree, i do wonder though, don‘t you think in this case its not so bad because they do not produce a global map, but just one for england, and they do use a lot of survey samples from all over england?
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Ana Bastos @anabastos.bsky.social · 20/05/2025
How long does it take until we detect forced signals in global and regional land carbon fluxes? And can we use dynamical adjustment to reduce the noise and shorten the detection time? Check out LiNa's paper 👇 egusphere.copernicus.org/preprints/20... Co-advised by @sebastian-sippel.bsky.social
egusphere.copernicus.org
Constraining the time of emergence of anthropogenic signal in the global land carbon sink
Abstract. The global land carbon sink has increased since the preindustrial period, driven by increasing atmospheric CO2 concentration and climate change. However, detecting these anthropogenic signal...
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Reposted by Vitus Benson
Atmosphere-Biosphere-Coupling, Climate & Causality @abcube.bsky.social · 13/05/2025
New paper from our group! Winkler & Sierra propose a new path forward to Impulse Response Functions (IRFs) for Earth system modeling—capturing time- and state-dependencies critical for understanding carbon–climate feedbacks. 🌍🌀 Read more in Geophysical Research Letters: tinyurl.com/bdff3b6y
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Vitus Benson @vitusbenson.bsky.social · 09/05/2025
You‘re not alone 😅
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Carlos Rodríguez - Pardo @carlosrodriguezp.bsky.social · 11/04/2025
📯Calling all AI x Climate researchers! The CMCC Workshop on AI for Carbon (June 30-July 2, Lake Como) just opened their poster submissions! The venue and list of speakers are absolutely stunning 😍 More info: www.cmcc.it/lectures_con... #AI4Climate #CallForPosters @climatechangeai.bsky.social
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Vitus Benson @vitusbenson.bsky.social · 06/05/2025
It‘s not just that the CO2 curves tell us how much CO2 is rising, but crucially, with the global network (I guess ~50% from noaa stations), we can estimate how the ecosystems and the ocean are responding to this increase. Loosing this would be like going back 30yrs in time…
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Jessica McKenzie @jessimckenzi.bsky.social · 06/05/2025
Must-read @thebulletin.org article by Eric Morgan & Ralph Keeling: The Keeling curve, which has continuously tracked atmospheric CO2 levels for *67* years, has always been vulnerable to funding ebbs and flows—but under Trump II, is facing its most dire threat yet thebulletin.org/2025/05/how-...
thebulletin.org
How the dismantling of NOAA threatens the Keeling Curve
How the Trump administration's dismantling of the National Oceanic and Atmospheric Administration threatens the Keeling Curve, an iconic measure used in climate change research. As explained by the so...
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Tim Raupach @timraupach.com · 30/04/2025
Thank you to all the speakers and attendees to our #EGU25 session on interdisciplinary approaches to climate risk for weather extremes. Here is @janasillmann.bsky.social giving her excellent invited talk and outlining the importance of considering impacts when connecting science and decision making.
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Reposted by Vitus Benson
Atmosphere-Biosphere-Coupling, Climate & Causality @abcube.bsky.social · 29/04/2025
Our #EGU25 contribution for tomorrow: 🌍 🗓️ Wed, 30 Apr | 16:15–18:00 CEST |📍 Hall X5 | Poster X5.93 📊 Recalibrating neural network estimates of net ecosystem exchange in a Bayesian synthesis inversion Poster by @vitusbenson.bsky.social et al. | EGU25-17329
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Vitus Benson @vitusbenson.bsky.social · 29/04/2025
Wednesday @egu.eu : - ITS2.6/CL0.4 with fantastic contributions on Extreme Climate Risks: Assessments & Forecasts @janasillmann.bsky.social @timraupach.com - AS3.44 with amazing studies about Greenhouse gases, in many cases leveraging AI @sanamnv.bsky.social @kaihcohrs.bsky.social Come by! 😇
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Kai Kornhuber @kornhuber.bsky.social · 29/04/2025
Great @riskkan.bsky.social symposium and working group kick-off at @iiasa.ac.at yesterday. In case you are at @egu.eu feel free to reach out to me or @marleenderuiter.bsky.social to learn more and get involved. @futureearth.bsky.social @wcrpclimate.bsky.social @lamont.columbia.edu
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Vitus Benson @vitusbenson.bsky.social · 13/04/2025
the threat to long term observations to me seems the worst of this all. It will be difficult for europe or china to step in on this one
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Vitus Benson @vitusbenson.bsky.social · 09/04/2025
Just discovered that @fluxnet.bsky.social has a podcast now! 🤓🤩 open.spotify.com/show/5Czt3zA...
open.spotify.com
Meet the Fluxers
Podcast · FLUXNET Outreach Working Group · Bridging the gap between eddy covariance flux scientists and those whose work or lives are influenced by flux data.
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Vitus Benson @vitusbenson.bsky.social · 03/04/2025
Wow this looks cool! Now I want to be a student again :D
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Vitus Benson @vitusbenson.bsky.social · 27/03/2025
Congrats!!
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Vitus Benson @vitusbenson.bsky.social · 25/03/2025
Congrats!!
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Vitus Benson @vitusbenson.bsky.social · 18/03/2025
How AI may improve Early Warning Systems. Curious to hear your thoughts!
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Reposted by Vitus Benson
The Washington Post @washingtonpost.com · 14/03/2025
The Trump administration is planning to cancel its lease at a government laboratory in Hawaii, a site where scientists support key observations of surging greenhouse gas levels in the atmosphere, according to a list obtained by Democratic members of Congress and shared with The Post.
washingtonpost.com
Trump moves to close facility that helps track planet-warming pollution
The lab is connected to the Mauna Loa Observatory, where scientists gather data to produce the Keeling Curve, a chart on the daily status of atmospheric carbon dioxide concentrations.
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Prof. Bob Howarth @profbobhowarth.bsky.social · 14/03/2025
Just heard that Trump is putting an end to atmospheric monitoring site NY67 that is run out of my lab. This is one of the oldest NADP sites in the US, continually measuring acid rain and other pollutants since 1977. Closing it down is tragic.
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Vitus Benson @vitusbenson.bsky.social · 04/03/2025
Hey, cool visualization. Any chance to make it more mobile friendly?
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Vitus Benson @vitusbenson.bsky.social · 28/02/2025
Hi Robert, as someone unfamiliar with the US ecosystem i am of course deeply concerned. However, in the project 2025 report they write the NWS should become a data-gathering service and get stripped off its forecasting arm. This should mean the observing networks would stay in tact? any thoughts?
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HydrOrth Lab @hydrorth-lab.bsky.social · 18/02/2025
We would like to share a recent paper from group alumni, Wantong Li, entitled "Disentangling Effects of Vegetation Structure and Physiology on Land–Atmosphere Coupling" published in @globalchangebio.bsky.social ! 🌍🌿 Read more: doi.org/10.1111/gcb....
doi.org
Disentangling Effects of Vegetation Structure and Physiology on Land–Atmosphere Coupling
This study investigates the regulation of vegetation structure and physiology in land-atmosphere interactions. Using an explainable machine learning approach, we quantify the importance of leaf area ....
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ELLIS unit Jena @ellisunitjena.bsky.social · 03/02/2025
🚀 Registration Now Open for the @ELLISforEurope Summer School: AI for Earth & Climate Sciences! 🌍🤖 Join us in Jena, Germany from September 1–5, 2025 📅 Apply now through March 31. Notifications by April. 🔗 www.ellis-jena.eu/summer-schoo... 🎯 @uni-jena.de, @MPI-BGC, @carlzeissstiftung.bsky.social
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Ana Bastos @anabastos.bsky.social · 05/02/2025
Same. Yesterday in my last lecture of the semester, we discussed the importance of defending science and knowledge against the rising threats globally. CO2 will keep rising if we don't do anything about it, and it will keep warming the planet. With or without a website. It's just plain physics...
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Vitus Benson @vitusbenson.bsky.social · 04/02/2025
Come visit us in Jena ✨
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Vitus Benson @vitusbenson.bsky.social · 29/01/2025
Super cool!
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Image and Signal Processing • ISP @isp-uv-es.bsky.social · 29/01/2025
🌍 New paper: Generative networks for spatio-temporal #gap_filling of #Sentinel2 reflectances @esa.int. 🆓 Free access the first 50 days to the #ISPRS paper @elsevierconnect.bsky.social: isp-uv.short.gy/GapFillingSe... Work developed in the context of Xaida Project. #AI #EarthObservation
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Marc Rußwurm @marccoru.bsky.social · 13/01/2025
🚨📢 Call for short and tiny Papers 🚨📢 for the third Machine Learning for Remote Sensing workshop at ICLR 2025 in Singapore! Deadline in 3 weeks on February 3rd! Check the website ⬇️ for submission details ml-for-rs.github.io/iclr2025/ @iclr-conf.bsky.social
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Ghjulia Sialelli @ghjuliasialelli.bsky.social · 27/01/2025
Excited to share that the first paper of my PhD has been accepted for publication at the ISPRS Geospatial Week 2025! This dataset paper introduces a globally representative, high-resolution (10m) benchmark dataset for Above Ground Biomass estimation.
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Vitus Benson @vitusbenson.bsky.social · 15/01/2025
Interesting read!
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Vitus Benson @vitusbenson.bsky.social · 07/01/2025
Call for abstracts: EGU25 Session on Early Warning Systems! Submit until Jan 15th: meetingorganizer.copernicus.org/EGU25/sessio... w/ Markus Reichstein, @shrutinath97.bsky.social, @carinafearnley.bsky.social & Dorothea Frank
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Vitus Benson @vitusbenson.bsky.social · 06/01/2025
#EGU25 @eurogeosciences.bsky.social@egubg.bsky.social
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Vitus Benson @vitusbenson.bsky.social · 06/01/2025
Find further details here: meetingorganizer.copernicus.org/EGU25/sessio...
meetingorganizer.copernicus.org
Session AS5.6
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Vitus Benson @vitusbenson.bsky.social · 06/01/2025
Consider submitting to our EGU25 Session AS5.6 Machine Learning for Carbon Cycle Research! Deadline Jan 15th - you know the drill 😉 @kaihcohrs.bsky.social @hongmeili.bsky.social
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Vitus Benson @vitusbenson.bsky.social · 01/01/2025
Sentinel UTM grids?
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Vitus Benson @vitusbenson.bsky.social · 10/12/2024
further information: meetingorganizer.copernicus.org/EGU25/sessio...
meetingorganizer.copernicus.org
Session ITS4.8/NH13.2
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