AI4PEX @AI4PEX
Artificial Intelligence and Machine Learning for Enhanced Representation of Processes and Extremes in Earth System Models (funded by #HorizonEU) ai4pex.org Jena, Germany Joined March 2023-
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💡New paper! Droughts are complex hydrometeorological phenomena driven by large-scale land–atmosphere feedbacks. Using a new parametric calibration improves Deep Learning reliability in drought detection. 👉 Learn more: sciencedirect.com/science/articl… #ESM #ClimateResearch
💡 New paper! Find out how recent significant improvements of #ESMValTool allows a more effective evaluation of complex #ESMs and high-resolution models while needing less computational resources. 👉 Learn more: gmd.copernicus.org/articles/18/40…
🌍 What are CESUs? A week of hands-on climate education for teachers across Europe— hosted by @meteofrance with @OfficeClimate in 2022 & 2024. Now, discover what these educators did next — projects from 🇫🇷🇮🇹🇷🇴 and more coming up! 🔗 bit.ly/esm2025_cesus #ESM2025Education
🚀First GA for #AI4PEX in Lund! Last month partners from across Europe met to advance #ESMs with #AI, #ML & #EarthObservation. 4 days packed with: benchmarking, syncing milestones, boosting outreach & Hands-on collaboration. Big thanks to Lund University for hosting!
🚀 Excited to share our team’s contributions at the ESA Living Planet Symposium next week in Vienna! Catch us across multiple sessions on carbon fluxes, EO data consistency, AI for climate science & more. #LPS25 🌍🛰️ #EarthObservation #EarthSystemModeling
Last day of our #AI4PEX GA is again reserved for workshops. Moderated by Fangfei Lan from UNIL we spend the morning focusing on Neural Operator Learning. In the afternoon, we build our own hybrid model using the SINDBAD modeling framework, led by Nuno Carvalhais from @MPG_BGC.
AI4PEX GA Day 3 we are mainly focusing on the methodological aspects: How to improve benchmarking? What can explainable AI do to improve our parametrizations? Highlight was the keynote by Dave Lawrence (UCAR) on how #ArtificialIntelligence is entering the #ESMs development.
#AI4PEX GA Day 2: in-depth scientific talks and posters on our main achievements so far, followed by a discussion on next steps for the atmosphere, ocean and land teams. In the evening we went to Kulturen Open Air Museum, immersing in the history of the region #CINEA #HorizonEU
Today we are kicking off the 1st #AI4PEX General Assembly in Lund, Sweden. Today, we started with a workshop on Doing Interdisciplinarity to set the stage for an effective communication across disciplinary boundaries, moderated by @CatrinFinkenauer from Utrecht University.
💡 New Paper! Clouds are crucial for climate modeling, affecting sunshine, heat, and rainfall. Traditional models are coarse, new methods involve high-detail simulations and #MachineLearning to predict cloud cover to improve #HybridModels. 👉 Learn more: agupubs.onlinelibrary.wiley.com/doi/full/10.10…
#AI4PEX & #EXPECT joining forces to improve prediction of Climate Extremes 🤝Fantastic momentum at #EGU25! Teams from two #HorizonEU projects came together to explore synergies and plan future collaboration. 🚀What’s next? We're aiming for a joint hackathon and an ECR meeting.
🌱 What’s up with carbon sinks, wildfires & ecosystem feedbacks in a changing climate? We’ve got you at #EGU25. Models, remote sensing & field data combined. Talks by Ilyina, Behncke, Nieradzik, Gomarasca & co. 🌍 #CarbonScience #ClimateFeedbacks #EGU25
🔥 Heatwaves, flash floods & weird weather? We’re digging into climate extremes at #EGU25 and how these events link to climate change. ⚡️ Catch talks by Schumacher, Ivanov, Seeber, and more! #ExtremeClimate #WeatherEvents #EGU25 #ClimateScience
🌍 AI is transforming climate research! Catch us at #EGU25 presenting cutting-edge work on applying #MachineLearning, hybrid models, and causal discovery in climate research. ⚡️ Don’t miss: Camps-Valls, Reid, Ouala, Beucler + more! #AI4Climate #ML4Science #EGU25 #ClimateAI
💡 New Preprint! How to improve plant physiological processes in #ESM? Check out our HYBRID-JSBACH4 model using feed-forward neural networks pre-trained on observations capturing variability in stomatal conductance while reducing transpiration bias! 👉 essopenarchive.org/doi/full/10.22…
💡 New Paper! #MachineLearning improves #EarthSystemModels, but explaining its added value is tough. We propose using Pareto-optimal models to distill ML's added value representing cloud cover, radiative transfer and tropical precipitation. 👉 Check out: arxiv.org/abs/2408.02161#
What are the climate models we are working on? Let’s start with the land models: LPJ-GUESS (Lund University): a process-based dynamic vegetation-terrestrial ecosystem model where we focus on forest dynamics. 👉 Learn more: web.nateko.lu.se/lpj-guess/ #ClimateResearch
💡 New Paper! Have you ever wondered, in which ways #ArtificialIntelligence can help us to better predict and respond to #ExtremeEvents? 👉Find out what #AI can already do, its challenges and opportunities: nature.com/articles/s4146…
💡 New Paper! Check out how to better represent the formation of thin low-level clouds in atmospheric models! Our #MachineLearning model enhances vertical detail in temperature and humidity profiles to improve cloud fraction. 👉 Learn more: rmets.onlinelibrary.wiley.com/doi/10.1002/as…
Goribalt @Goribalt831727
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ASPECT @ASPECT_project
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huts12 @huts121
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EU Research Results @CORDIS_EU
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Danai Filippou @filippoudanai
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Zheng Fu @ZhengFu_eco
525 Followers 474 Following Interested in global change ecology, biogeochemistry, biosphere-atmosphere interactions. Professor at IGSNRR, Chinese Academy of Sciences.
Malek Belgacem @Malek_belgacem
56 Followers 238 Following Ocean lover and environmentalist, PhD @CaFoscari and @CnrIsmar; researching #oceanography #marinebiogeochemistry of the #MediterraneanSea
TRANSIENCE @transience_eu
141 Followers 826 Following Horizon Europe project Transitioning towards an efficient, carbon-neutral circular European industry
Krishna Ghimire @KznGhimire
521 Followers 415 Following interested in hydrology, reservoirs, climate change
ELLIS Unit Jena @Ellis_Unit_Jena
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Junzhi @Junzhi17
32 Followers 49 Following Professor in Lanzhou University, China, interested GIS, land surface modeling, and carbon cycling.
Helen Dias @DiasHelenC
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MarinaPater @QVhjHOjzo8r518
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Red de Jóvenes Profe... @YpnCge
166 Followers 210 Following Grupo de jóvenes de México, América Central y el Caribe involucrados en esfuerzos para la conservación de la naturaleza y el bienestar humano y económico
Dariana Ávila-Velás... @DarianaAvila77
514 Followers 3K Following Water&environment @IIAMA_upv. Weather Forecast, EddyCovariance, 🛰Ecosystem. Birthmarks. From the beginning, knowing how to live! DIAV. Joshua 1:9 🇭🇳,🇪🇸
Reslan Al Tinawi 🇵... @geo_reslan
110 Followers 1K Following Data Analytics MSc (23/24) @uniofwarwick via @CheveningFCDO Interested in spatial data 🌍 maps 🗺 remote sensing 🔭 and sustainability ☘️
Wenxin Zhang @tobyzhang2005
180 Followers 482 Following Modelling ecosystem dynamics across space and time.
Ma_lab@LZU @xuanlongma
380 Followers 285 Following Professor/PI of the Remote Sensing and Global Ecology Lab, Lanzhou University, China. Associate Editor of Journal of Remote Sensing. [email protected]
Lily-belle Sweet @lilybellesweet
514 Followers 700 Following PhD student @ufz_de @tudresden_de - interested in explainable, generalisable and causal ml for agriculture and food security 🌾 @lilybellesweet.bsky.social
Sebastian Hickman @shmh40
196 Followers 800 Following PhD student at Cambridge working on machine learning for environmental risks. Air pollution and causal inference!
Yash Amonkar @yash_amonkar
239 Followers 1K Following Postdoc @UNC Chapel Hill. PhD @Columbia. Currently at @UNC_Cofires
Christina Winkler @cewinkler2
243 Followers 550 Following AI 4 Material Science, AI 4 Climate Science. 🌏🧲 MSc Artificial Intelligence @UvA_Amsterdam 🤖
Sharon Burt @SharonB43856251
51 Followers 118 Following teacher. gardener, doggie walker and lover of all kinds of music
EERIE Project @EERIE_Project
128 Followers 88 Following European Eddy-Rich Earth System Models (EERIE) Project. Find us on Bluesky: (at)https://t.co/OYPYSi7dRn #ClimateResearchNet
Jing Tang @LundJing
632 Followers 456 Following Assistant Professor focusing on process-based ecosystem and earth system modeling, vegetation-atmosphere interactions and soil biogeochemisty.
Negin Katal @KatalNegin
324 Followers 685 Following Ph.D. Student @Flora_Incognita, @MPI_BGC . Fascinated by plants, CS, and ML. 🦎🌵🌴 they/them 🏳️🌈
MaryR @lallepap87
25 Followers 307 Following Interested in people, world, climate and sustainability
Max Planck Institute ... @MPI_BGC
3K Followers 226 Following Research Institute studying the #EarthSystem, how it is affected & responds to global changes in #climate & the #environment. at MPI_BGC at wisskomm dot social
Sebastian Sippel @ssippel87
549 Followers 251 Following Climate Scientist at Leipzig Institute for Meteorology @UniLeipzig. Data science & statistics to understand climate and the Earth system.
Mengjie Wang @geotostoyevsky
56 Followers 553 Following
Jacqueline Behncke @jac_beh
255 Followers 413 Following PhD candidate at Max Planck Institute for Meteorology | Oceanographer interested in the ocean carbon sink | @jacbeh.bsky.social
Blanka Balogh (@blank... @BlankaBalogh_
377 Followers 515 Following Research fellow working on hybrid AI/physics climate modeling at CNRM/@meteofrance. When I'm not coding, I'm probably out running!
Beena Balan Sarojini @bbs_climate
621 Followers 529 Following Scientist @UniofOxford. Keen on Climate Predictions, Change & Attribution, Ocean, Sea ice, Rainfall, Drought & pretty much anything about nature. Views my own.
(EDMA) European Disse... @EUDissemination
3K Followers 6K Following EDMA specialise in the promotion of EU and Internationally-funded research projects. Publishers of the Project Repository Journal: https://t.co/uVrzHfdxLM
CLIMAAX @climaax_EU
227 Followers 108 Following CLIMAAX is an @HorizonEU project that supports the improvement of regional climate and emergency risk management plans
Markus Donat @MG_Donat
342 Followers 81 Following Climate researcher, climate extremes, climate variability and predictability, climate change, ICREA Research Professor at Barcelona Supercomputing Center
World Climate Researc... @WCRP_climate
6K Followers 455 Following The World Climate Research Programme (WCRP) coordinates international activities to facilitate climate research.
ESiWACE Community @esiwace
547 Followers 465 Following #ESiWACE3 is a #CentresofExcellence focussing on #HPC simulation of #weather and #climate | Funded by @EuroHPC_JU and @EU_Comission | Lead by @BSC_CNS
Climateurope2 @climateurope2
2K Followers 2K Following The Europe-wide climate services network. Please follow our Linkedin Page : https://t.co/TPKejbvsIb @HorizonEU funded
ClimTip @ClimTip_Project
78 Followers 166 Following Horizon Europe Project Quantifying Climate Tipping Points and Their Impacts | Understanding and addressing climate tipping points for Earth Systems stability
EXPECT Project @Expect_Project
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Laura Nadolski @LNdlsk
155 Followers 222 Following PhD student at Max-Planck-Institute for Biogeochemistry (@MPI_BGC) | Eco-Meteorology | Studying carbon dynamics in a savanna ecosystem
AIMES @AIMES_IPO
347 Followers 424 Following The Analysis, Integration and Modeling of the Earth System (AIMES) fosters collaboration across natural and social sciences to advance earth system modeling.
EERIE Project @EERIE_Project
128 Followers 88 Following European Eddy-Rich Earth System Models (EERIE) Project. Find us on Bluesky: (at)https://t.co/OYPYSi7dRn #ClimateResearchNet
nextGEMS @nextgems_eu
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ICOS RI @ICOS_RI
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Copernicus EU @CopernicusEU
135K Followers 2K Following The Earth Observation component of the EU Space Programme
Copernicus ECMWF @CopernicusECMWF
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Peter Cox @coxypm
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Fiona O’Connor @oconnor_fm
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ASPECT @ASPECT_project
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EDITO - European Digi... @edito_dto
498 Followers 226 Following Two interdependent projects co-developing the core of the EU Digital Twin Ocean EDITO-Infra: https://t.co/ahBH7HmQcv EDITO-Model Lab: https://t.co/O6WMDdB7l8
IPCC @IPCC_CH
397K Followers 899 Following Official account of the Intergovernmental Panel on Climate Change (IPCC), the @UN body for assessing the science related to climate change.
Carbon Brief @CarbonBrief
155K Followers 7K Following Award-winning journalism focused on #climatechange, science, energy and policy. Subscribe to our free newsletters: https://t.co/EdTgUmy74s
Chris Jones @chrisd_jones
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1K Followers 662 Following Horizon 2020 project on Climate-Carbon Interactions in the Current Century #H2020 #carbonbudget #climatecarbon
PROVIDE @PROVIDE4CLIMATE
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Fondazione Cmcc @CmccClimate
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openEO Platform @openEO_Platform
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NatureClimate @NatureClimate
54K Followers 208 Following A monthly journal covering the science of climate change, its impacts and wider implications for the economy, society and policy. Tweets by Bronwyn
GlobalCarbonProject @gcarbonproject
15K Followers 58 Following Human perturbation of the carbon & other biogeochem. cycles; integration of biophysical and human dimensions; decarbonization pathways.
Max Planck Institute ... @MPI_BGC
3K Followers 226 Following Research Institute studying the #EarthSystem, how it is affected & responds to global changes in #climate & the #environment. at MPI_BGC at wisskomm dot social
Flora Incognita @Flora_Incognita
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SPARCCLE @SPARCCLE_EU
98 Followers 56 Following Understanding climate impacts on society and economy in Europe 2023-2027 Funded by @HorizonEU, @UKRI_News, @SBFI_ch
MAIA Resilience EU @MAIAresilience
280 Followers 406 Following Horizon Europe project aimed to maximise the impact and synergy of climate change research and innovation by connecting communities, platforms and knowledge.
ESM2025 @esm2025_eu
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ESMValTool @ESMValTool
200 Followers 43 Following Earth System Model Evaluation Tool, a community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP.
SMHI @SMHI
10K Followers 538 Following Svensk expertmyndighet med en livsviktig uppgift i att förutse förändringar i väder, vatten och klimat. SMHI. Alltid de bästa underlagen för dina beslut.
Met Office Science @MetOffice_Sci
11K Followers 514 Following Official Met Office Science - sharing insights into our weather & climate science, STEM, international & humanitarian work. @metoffice for customer services.
CNRS 🌍 @CNRS
224K Followers 2K Following Organisme public 🇫🇷 de recherche pluridisciplinaire, le Centre national de la recherche scientifique c'est 33 000 personnes qui font avancer la connaissance.
Horizon Europe 🇪�... @HorizonEU
179K Followers 2K Following Funding opportunities, projects & events from the EU's Research & Innovation Programme. Follow also @EUScienceInnov, @EZaharievaEU & @lemaitre_euTrends for United States
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