#esms — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #esms, aggregated by home.social.
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Beautiful weather for takeoff from Malmö Sturup airport (Sweden) “ESMS 130750Z 18023KT CAVOK 06/02 Q1003” : See what it means on https://www.bigorre.org/aero/meteo/esms/en #malmosturupairport #airport #malmo #sweden #esms #mmx #metar #aviation #aviationweather #avgeek vl
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Beautiful weather for takeoff from Malmö Sturup airport (Sweden) “ESMS 130750Z 18023KT CAVOK 06/02 Q1003” : See what it means on https://www.bigorre.org/aero/meteo/esms/en #malmosturupairport #airport #malmo #sweden #esms #mmx #metar #aviation #aviationweather #avgeek vl
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💡 New Paper!
New hybrid approach for cloud parameterizations in climate models 🌍☁️
Physically consistent ML (symbolic regression) + practical tuning improves ICON cloud biases by
⬇️ 75% (Southern Ocean)
⬇️ 44% (subtropical stratocumulus)
Interpretable, stable — and robust under +4 K warming.👉 Learn more: https://www.nature.com/articles/s41598-025-29155-3
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💡 New Paper!
New hybrid approach for cloud parameterizations in climate models 🌍☁️
Physically consistent ML (symbolic regression) + practical tuning improves ICON cloud biases by
⬇️ 75% (Southern Ocean)
⬇️ 44% (subtropical stratocumulus)
Interpretable, stable — and robust under +4 K warming.👉 Learn more: https://www.nature.com/articles/s41598-025-29155-3
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La dernière séance plénière du Conseil départemental des Hauts-de-Seine pour l'année 2025 commence en ce moment à Nanterre.
Une séance conséquente, avec pas moins de 91 rapports examinés et soumis aux votes des élu·es.
Notre groupe a préparé une quinzaine d'interventions, notamment sur le budget modificatif, sur le rapport égalité femmes-hommes du département, sur le rapport social unique concernant les quelques 4600 agents de la collectivité, sur l'assainissement et le traitement des eaux, sur le financement des établissements sociaux et médico-sociaux, etc.
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Aviation weather for Malmö Sturup airport (Sweden) is “ESMS 220650Z 18008KT 9999 FEW035 SCT046 12/12 Q0996” : See what it means on https://www.bigorre.org/aero/meteo/esms/en #malmo #sweden #malmosturupairport #esms #mmx #metar #aviation #aviationweather #avgeek #airport vl
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🌍 #ESMs have come a long way thanks to better computational power, data, and scientific understanding. But further enhancements are crucial as models still have a hard time simulating cloud formation, ocean-atmosphere interactions, and the role of biological processes in the carbon cycle. 🚀 That's where #AI4PEX teps in. Improving #ESMs is essential to get a better grip on what the future might hold and guide policy decisions.
👉 Follow us to catch all the exciting developments! -
🌍 #ESMs have come a long way thanks to better computational power, data, and scientific understanding. But further enhancements are crucial as models still have a hard time simulating cloud formation, ocean-atmosphere interactions, and the role of biological processes in the carbon cycle. 🚀 That's where #AI4PEX teps in. Improving #ESMs is essential to get a better grip on what the future might hold and guide policy decisions.
👉 Follow us to catch all the exciting developments! -
🌍 New series: Meet the #EarthSystemModels powering our project!
Over the next weeks we’ll share 5 unique #ESMs — what makes them special, the science they enable, & how we’ll advance them.
🚀 ICON-ESM, UKESM, CNRM-ESM, EC-EARTH, IPSL-CM.
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🌍 New series: Meet the #EarthSystemModels powering our project!
Over the next weeks we’ll share 5 unique #ESMs — what makes them special, the science they enable, & how we’ll advance them.
🚀 ICON-ESM, UKESM, CNRM-ESM, EC-EARTH, IPSL-CM.
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Hermoso clima para el despegue desde aeropuerto Malmö Sturup (Suecia) “ESMS 211050Z 11011KT CAVOK 23/14 Q1006” : Vea lo que significa en https://www.bigorre.org/aero/meteo/esms/es #malmo #suecia #aeropuertomalmosturup #esms #mmx #metar #aviation #climadeaviacion #avgeek #aeropuerto vl
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💡 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.👉 Join the discussion: https://gmd.copernicus.org/articles/18/4009/2025/
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💡 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.👉 Join the discussion: https://gmd.copernicus.org/articles/18/4009/2025/
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Fourth and last day of our #AI4PEX GA is again reserved for workshops.
Moderated by Fangfei Lan from UNIL we spend the morning focusing on Neural Operater Learning. In the afternoon, we build our own hybrid model using the SINDBAD modeling framework, led by Nuno Carvalhais from MPG-BGC. -
Fourth and last day of our #AI4PEX GA is again reserved for workshops.
Moderated by Fangfei Lan from UNIL we spend the morning focusing on Neural Operater 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 technical and methodological aspects: what storage and computational requirements are needed by our members? How to improve our benchmarking? And what can explainable AI do to improve our parametrizations? Highlight of the day was the keynote by Dave Lawrence from UCAR on how #ArtificialIntelligence is entering the #ESMs development.
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AI4PEX GA Day 3 we are mainly focusing on the technical and methodological aspects: what storage and computational requirements are needed by our members? How to improve our benchmarking? And what can explainable AI do to improve our parametrizations? Highlight of the day was the keynote by Dave Lawrence from UCAR on how #ArtificialIntelligence is entering the #ESMs development.
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Aviation weather for Malmö Sturup airport (Sweden) is “ESMS 140950Z 33010KT 9999 FEW019 17/11 Q1012” : See what it means on https://www.bigorre.org/aero/meteo/esms/en #malmo #sweden #malmosturupairport #esms #mmx #metar #aviation #aviationweather #avgeek #airport vl
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#AI4PEX & #EXPECT joining forces to improve prediction of Climate Extremes in #ESMs
Fantastic momentum at #EGU25! Teams from two #HorizonEU projects came together for a Splinter Meeting to explore synergies and plan future collaboration.
Next steps? We're aiming for a joint hackathon and an ECR meeting to build stronger connections and drive innovation across projects. Stay tuned—exciting things ahead!
#CINEA_EU #ESM #ClimateResearchNet #ClimateScience #ResearchInnovation
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#AI4PEX & #EXPECT joining forces to improve prediction of Climate Extremes in #ESMs
Fantastic momentum at #EGU25! Teams from two #HorizonEU projects came together for a Splinter Meeting to explore synergies and plan future collaboration.
Next steps? We're aiming for a joint hackathon and an ECR meeting to build stronger connections and drive innovation across projects. Stay tuned—exciting things ahead!
#CINEA_EU #ESM #ClimateResearchNet #ClimateScience #ResearchInnovation
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The football (soccer) managment game hat I play currently have several openings. If think you've got the right stuff to run one of the famous European or English sides, and you enjoy a game that unfolds over months, then check out FFO Manager.
https://www.ffomanager.com There is no charge to play. (but donations are apprecieated) -
The football (soccer) managment game hat I play currently have several openings. If think you've got the right stuff to run one of the famous European or English sides, and you enjoy a game that unfolds over months, then check out FFO Manager.
https://www.ffomanager.com There is no charge to play. (but donations are apprecieated) -
💡 New Preprint!
What are the benefits of an online versus offline learning approach? Explore our application of online training approach to learning subgrid parameterisations of baroclinic ocean #eddies.👉 Find out more: https://arxiv.org/abs/2411.14106
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💡 New Preprint!
What are the benefits of an online versus offline learning approach? Explore our application of online training approach to learning subgrid parameterisations of baroclinic ocean #eddies.👉 Find out more: https://arxiv.org/abs/2411.14106
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💡 New Preprint!
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.👉 Join the discussion: https://gmd.copernicus.org/preprints/gmd-2024-236/
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💡 New Preprint!
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.👉 Join the discussion: https://gmd.copernicus.org/preprints/gmd-2024-236/
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21. #AI4PEX research focus 9: Coupling.
We will couple, tune and evaluate the new #ML-enhanced component models of the land, ocean and atmosphere to #ESMs as more realistic component models are the first step towards improved projections of the future #EarthSystem.
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21. #AI4PEX research focus 9: Coupling.
We will couple, tune and evaluate the new #ML-enhanced component models of the land, ocean and atmosphere to #ESMs as more realistic component models are the first step towards improved projections of the future #EarthSystem.
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#AI4PEX research focus 8: Projections
AI4PEX aims to deliver improved #climateprojections of changes in the regimes of #ExtremeEvents and associated impacts from the next generation of #ESMs #ArtificialIntelligence-enhanced and grounded on #earthobservations. -
#AI4PEX research focus 8: Projections
AI4PEX aims to deliver improved #climateprojections of changes in the regimes of #ExtremeEvents and associated impacts from the next generation of #ESMs #ArtificialIntelligence-enhanced and grounded on #earthobservations. -
Are you wondering how #AI4PEX plans to overcome uncertainties in #ESMs and how to improve #climateprojections in the future?
Over the next weeks, we will introduce you to the main research tasks of our project, which will ultimately result in an improved #ESM.🚀 Stay tuned!
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Are you wondering how #AI4PEX plans to overcome uncertainties in #ESMs and how to improve #climateprojections in the future?
Over the next weeks, we will introduce you to the main research tasks of our project, which will ultimately result in an improved #ESM.🚀 Stay tuned!
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We need a deep integration of #EarthObservations, #ESMs and #MachineLearning to make progress in our ability to simulate the main uncertain Earth system processes: (i) cloud feedbacks, (ii) ocean heat and C uptake, and (iii) land C uptake.
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We need a deep integration of #EarthObservations, #ESMs and #MachineLearning to make progress in our ability to simulate the main uncertain Earth system processes: (i) cloud feedbacks, (ii) ocean heat and C uptake, and (iii) land C uptake.
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https://phys.org/news/2024-01-earth-key-piece-future-climate.html
Only two of the eleven Earth system models #ESMs used in the last Intergovernmental Panel on #ClimateChange #IPCC report include #permafrost carbon cycling at all, and those that do currently use over-simplified approximations that don't capture the fully dynamic ways that permafrost carbon can be released into the atmosphere as the climate warms.
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https://phys.org/news/2024-01-earth-key-piece-future-climate.html
Only two of the eleven Earth system models #ESMs used in the last Intergovernmental Panel on #ClimateChange #IPCC report include #permafrost carbon cycling at all, and those that do currently use over-simplified approximations that don't capture the fully dynamic ways that permafrost carbon can be released into the atmosphere as the climate warms.
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Almost the last trip of the year: To Liege to talk #PROTECT +#POLARRES with the #MAR group and to examine a PhD thesis. Looking forward to some good discussions with Xavier Fettweis and the rest of the group on coupled #ClimateModel development with #ocean #SeaIce + #IceSheet, next gen #RegionalClimateModels and how to choose #CMIP6 #ESMs for #downscaling.