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Marlene Kretschmer

@marleneclimate.bsky.social
110 followers 112 following 15 posts

Group homepage: lim-climate-causality.github.io

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Reposted by Marlene Kretschmer
EXPECT Project @expect-project.bsky.social · 01/09/2026
How do multiple climate drivers shape regional weather? A new paper introduces DAG-VAE, combining deep learning and causal inference to disentangle teleconnections, reveal model biases, and generate data-driven climate counterfactuals. Read the paper: journals.ametsoc.org/view/journal...
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Reposted by Marlene Kretschmer
Johannes Quaas @jquaas.bsky.social · 09/04/2026
If you haven't seen it yet, our international Conference on Connections between Biodiversity, Climate, and Human Behaviour is taking shape: cbc-conference.org Abstract deadline next Friday, 14 April. Great keynote speakers and nice side-events, please check out the programme or get in touch!
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Reposted by Marlene Kretschmer
EXPECT Project @expect-project.bsky.social · 24/03/2026
What drives Western European heatwaves, and why are they intensifying? 🌍🔥 A new study shows a single atmospheric circulation pattern explains most events, and a large share of warming. Read the full article here: iopscience.iop.org/article/10.1... #ClimateScience #Heatwaves #MachineLearning
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Reposted by Marlene Kretschmer
EXPECT Project @expect-project.bsky.social · 13/11/2025
Shifts in the atmosphere’s circulation patterns are reshaping the Southern Hemisphere’s climate. 🌏 @jumindlin.bsky.social & @marleneclimate.bsky.social (@unileipzig.bsky.social, @meteoleipzig.bsky.social) contributed to a study on the drivers of these changes. 🔗 expect-project.eu/resource/exp...
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Marlene Kretschmer @marleneclimate.bsky.social · 15/07/2025
Check out our new PNAS paper (on changes of the SH eddy driven jet) led by Julia Mindlin 🌎🌍🌏
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Reposted by Marlene Kretschmer
Peter Pfleiderer @klimapeter.bsky.social · 07/05/2025
The methodology of our forecast is documented here: wcd.copernicus.org/articles/1/3... @marleneclimate.bsky.social @carlschleussner.bsky.social @TobiasGeiger
wcd.copernicus.org
Robust predictors for seasonal Atlantic hurricane activity identified with causal effect networks
Abstract. Atlantic hurricane activity varies substantially from year to year and so does the associated damage. Longer-term forecasting of hurricane risks is a key element to reduce damage and societa...
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"Using causal networks to constrain regional drought projections" by Marina Friedel session CL3.1.1 - Synoptic and Large-Scale Circulation Dynamics: Impacts on Regional Extremes, Climate Variability, and Change, room 0.14 on Friday, 14:32
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"Disentangling reduced representations of teleconnections using variational autoencoders" by Fiona Spuler session CL4.15 - Unravelling Climate Variability and Teleconnections Across Timescales, room 0.14 on Friday, 10:05
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"Subseasonal and seasonal windows of forecast opportunity of extreme European winter weather" by Fiona Spuler session AS1.7 - Subseasonal-to-Seasonal Prediction, Processes and Applications, room 0.11/12 on Thursday, 09:00
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"A Forensic Investigation of Climate Model Biases in Teleconnections: The Case of the Relationship BetweenENSO and the Northern Stratospheric Polar Vortex" by Xiaocen Shen poster Hall X5 at board number X5.187. Thursday, 10:45-12:30.
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"StoryPy: A Python-based package to compute climate storylines" by Richard Alawode et al. poster Hall X5 at board number X5.188. Thursday, 10:45-12:30.
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"Causal Pathways connecting Indian summer monsoon to the Arctic sea ice decline" by Sujata kulkarni session CL2.6 - Climate variability and extremes through ocean, atmosphere and ice interactions: from model simulations to long time series observations, room 0.49/50 on Wednesday, 14:15
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"High energy shortfall across 28 European countries during the winter: Investigation of the role of the Madden-Julian Oscillation and stratospheric polar vortex" by Emmanuel Rouges session ERE2.1 - Energy Meteorology, room -2.41/42 on Tuesday, 09:55:
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"Combining spatio-temporal neural networks with mechanistic interpretability to investigate teleconnections in S2S forecasts" by Philine Bommer; session ITS1.1/CL0.9 - Machine Learning for Climate Science, room C on Tuesday, 09:50:
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
"Quantifying the influence of Barents-Kara Sea ice loss on Ural blocking" by Ernest Agyemang-Oko; poster Hall X5 at board number X5.73. Monday, 10:45-12:30.
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Marlene Kretschmer @marleneclimate.bsky.social · 28/04/2025
EGU-FOMO? Here's a little thread with contributions from my group:
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Marlene Kretschmer @marleneclimate.bsky.social · 12/04/2025
Can we predict euro weather regimes on S2S timescales with machine learning? When including spatiotemporal information of stratospheric winds and tropical olr, our model shows competitive skill 👇
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Reposted by Marlene Kretschmer
World Meteorological Organization @wmo-global.bsky.social · 12/02/2025
‪According to recent @wcrpclimate.bsky.social research, some regional shifts—like amplified Arctic warming—match predictions. However, climate model ensembles do not well simulate others, such as tropical sea surface temperatures and monsoon rainfall. Why?
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Marlene Kretschmer @marleneclimate.bsky.social · 24/10/2024
We discuss 4 challenges, posing a high risk-high gain situation for ECRs: 1) working with impact scientists, 2) analysing big climate data, 3) applying machine learning, 4) engaging with stakeholders Hope you enjoy reading it 👩‍💻🧑‍💻
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Marlene Kretschmer @marleneclimate.bsky.social · 24/10/2024
Late to the party, but I also want to promote this new paper which will hopefully spark discussions in the conmunity: "A shifiting climate: New paradigms and challenges for (early career) scientists in extreme weather research" rmets.onlinelibrary.wiley.com/doi/10.1002/...
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Marlene Kretschmer @marleneclimate.bsky.social · 16/12/2023
Join us @UniLeipzig! Three open positions in the climate causality research group (phd, postdoc, data scientist) on drivers of extreme events ❄️🌡🌧 Details here: speicherwolke.uni-leipzig.de/index.php/s/...
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