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XAIDA Webinar #14 - HOW EXTREME WAS THE GLOBALE HEAT IN 2023/24? - Svenja Seeber (ETH Zurich)
On January 21st, 2025 at 2pm (14:00) CET, XAIDA held its 14th online webinar.
Speaker: Svenja Seeber, PhD candidate at the Department of Environmental Systems Science, ETH Zurich
Title: How extreme was the global heat in 2023/24?
Abstract: Between July 2023 and June 2024, each month set a new temperature record, all exceeding the 1.5 °C threshold established by the Paris Agreement. The global mean surface temperature anomaly peaked in September 2023 at 1.8 °C above pre-industrial levels, exceeding the previous record by an unprecedented 0.5 °C.
Using a probabilistic attribution framework, we assess the likelihood of this global heat. We show that September 2023 was the most extreme month in this record-breaking period, with temperature anomalies that were extremely unlikely based on both observed and modelled data. Although El Niño conditions contributed to the development of the heat, the most extreme anomalies were observed in the extratropics, particularly over land.
CMIP6 climate models fail to capture the September 2023 anomaly under the current climate, but its occurrence probability rises sharply within a few years into the future. In contrast, the temperature jump from September 2022 to 2023 was an extreme anomaly that would strongly challenge our understanding of the climate system if it were to reoccur, even at higher warming levels. A process-based analysis highlights water vapour feedback and resulting longwave forcing as a key driver of the heat buildup, with no indication of missing processes or nonlinearities in the climate models.
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Resources and details: xaida.eu
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This webinar is part of the XAIDA Project.
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 101003469.
มุมมอง: 33

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XAIDA Webinar #13 - Storylines fof heat and drought
มุมมอง 36หลายเดือนก่อน
Dominik Schumacher, Lecturer at the Department of Environmental Systems Science, ETH Zurich, is presenting a collaborative work under the title 'Storylines of heat and drought'. The 2022 summer was unusually hot and dry across much of Europe. Soil moisture deficits were primarily invoked by precipitation shortages. This is, in turn, considered a manifestation of internal variability, and soil d...
XAIDA Webinar #10 - Compound Weather and Climate Events in a Changing Climate
มุมมอง 28หลายเดือนก่อน
This 10th XAIDA webinar was held on December 6th, 2024 at 10:30 AM CET in parnership with the H2020 EU Project CLINT (Climate Intelligence). Chair: Dim Coumou (Vrije Universiteit Amsterdam (VU)). Speaker: Niklas Luther (Justus-Liebig Universität Giessen (JLU)) Title: Unravelling Compound Events: Insights from Machine Learning and Global Interconnections While many types of extreme events have b...
XAIDA Webinar #12 - Forecasting yearly record probabilities from historical measurements
มุมมอง 242 หลายเดือนก่อน
Forecasting yearly record probabilities from historical measurements - Paula Gonzalez, PhD candidate at LSCE-IPSL (Laboratory for Climate and Environmental Studies of the Institut Pierre-Simon Laplace) In climatology, a record refers to the highest (or lowest) value observed for a climate variable, such as temperature, precipitation, at a specific location or within a specific region over a giv...
Webinar #11 - Identifying probabilistic weather regimes targeted to a local-scale impact variable
มุมมอง 553 หลายเดือนก่อน
Title: 'Identifying probabilistic weather regimes targeted to a local-scale impact variable based on a modified variational autoencoder architecture' Abstract: Atmospheric circulation regimes act as mediators between long-range teleconnections and local impacts that have shown promise for improving predictions across timescales (Hannachi et al 2017). However, standard methods for identifying re...
Webinar #9 - DYNAMIC MODE DECOMPOSITION WITH CONTROL FOR CLIMATE ANALYSES
มุมมอง 794 หลายเดือนก่อน
XAIDA Webinar #9 - "Dynamic Mode Decomposition with Control for Climate Analyses: Opportunities for Attribution" Abstract: Understanding the complex dynamics of climate patterns under varying anthropogenic emission scenarios is crucial for predicting future environmental conditions and formulating sustainable policies. Using Dynamic Mode Decomposition with control (DMDc), we analyze surface air...
Young Scientists in the XAIDA project | Emanuela Pichelli
มุมมอง 355 หลายเดือนก่อน
The Young Scientists series highlights the early career scientists working on the XAIDA project. Discover their profiles in this new video category! This video presents Emanuela Pichelli, Early Career Scientist at the beginning of the project at the Abdus Salam International Centre for Theoretical Physics (ICTP). Emanuela has worked with XAIDA until 2023 on WP7 "Persistent winter extremes". The...
Young Scientists in the XAIDA project | Tamara Happé (VU Amsterdam)
มุมมอง 616 หลายเดือนก่อน
The Young Scientists series highlights the early career scientists working on the XAIDA project. Discover their profiles in this new video category! This video presents Tamara Happé, XAIDA PhD candidate at the Vrije Universiteit Amsterdam (VU Amsterdam), who is part of WP4 on "Causal inference for detection and attribution of extreme event pathways" and WP6 on "Heatwaves, droughts, and compound...
Young Scientists in the XAIDA project | Chiem Van Straaten (VU)
มุมมอง 316 หลายเดือนก่อน
The Young Scientists series highlights the early career scientists working on the XAIDA project. Discover their profiles in this new video category! This video presents Chiem Van Straaten, former XAIDA PhD candidate at the Vrije Universiteit Amsterdam (VU) and visiting scientist at the Royal Netherlands Meteorological Institute (KNMI), who was part of WP4 on "Causal inference for detection and ...
Young Scientists in the XAIDA project | Oana Popescu (DLR)
มุมมอง 556 หลายเดือนก่อน
The Young Scientists series highlights the early career scientists working on the XAIDA project. Discover their profiles in this new video category! This video presents Oana-Iuliana Popescu, XAIDA PhD candidate at the German Aerospace Center (DLR), who is part of WP4 on "Causal inference for detection and attribution of extreme event pathways". The XAIDA project gathered Sixteen European resear...
XAIDA - WP4 by Jakob Runge (TU Dresden)
มุมมอง 786 หลายเดือนก่อน
This video presents the WP4 of the XAIDA project called "Causal inference for detection and attribution of extreme event pathways" by one of its leaders: - Jakob Runge (TU Dresden - ex. DLR)(X: @runge_jakob), Professor of Data Science at Technische Universität Dresden within the Center for Interdisciplinary Digital Sciences (CIDS), lead of the Causal Inference Lab (climateinformaticslab.com/), ...
XAIDA Stakeholders Workshops | Legal - Presentation
มุมมอง 168 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Legal - Presentation Between 4 and 11 May 2024, we held four workshops for stakeholders. The workshops were organised around four themes: Cities, Legal, Energy and Agriculture. Speaker: Sarah Kew (Koninklijk Nederlands Meteorologisch Instituut (KNMI)) The XAIDA project gathered Sixteen European research institutes that are joining forces with climate risk practiti...
XAIDA Stakeholders Workshops | Energy - Ensemble Boosting (Erich Fischer)
มุมมอง 108 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Energy - Ensemble Boosting (Erich Fischer)
XAIDA Stakeholders Workshops | Energy - Simulating cold spells (Pascal Yiou)
มุมมอง 128 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Energy - Simulating cold spells (Pascal Yiou)
XAIDA Stakeholders Workshops | Energy - Weather Regimes (Emmanuel Rouges)
มุมมอง 138 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Energy - Weather Regimes (Emmanuel Rouges)
XAIDA Stakeholders Workshops | Energy - Presentation
มุมมอง 108 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Energy - Presentation
XAIDA Stakeholders Workshops | Agriculture - Earth-Net (Claire Robin)
มุมมอง 198 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Agriculture - Earth-Net (Claire Robin)
Workshops | Agriculture -Advanced AI for detecting and understanding extreme events (G. Camps Valls)
มุมมอง 248 หลายเดือนก่อน
Workshops | Agriculture -Advanced AI for detecting and understanding extreme events (G. Camps Valls)
XAIDA Stakeholders Workshops | Agriculture - Presentation
มุมมอง 108 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Agriculture - Presentation
XAIDA Stakeholders Workshops | Cities - Simulating unprecedented climate events (Pascal Yiou)
มุมมอง 128 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Cities - Simulating unprecedented climate events (Pascal Yiou)
XAIDA Stakeholders Workshops | Cities - Paris 50°C (Robert Vautard)
มุมมอง 88 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Cities - Paris 50°C (Robert Vautard)
XAIDA Stakeholders Workshops | Cities - Ensemble Boosting (Erich Fischer)
มุมมอง 228 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Cities - Ensemble Boosting (Erich Fischer)
XAIDA Stakeholders Workshops | Cities - Presentation
มุมมอง 258 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Cities - Presentation
XAIDA Stakeholders Workshops | Legal - Operational service: Climameter (Davide Faranda)
มุมมอง 318 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Legal - Operational service: Climameter (Davide Faranda)
XAIDA Stakeholders Workshops | Legal - Operational service: World Weather Attribution (Fredi Otto)
มุมมอง 208 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Legal - Operational service: World Weather Attribution (Fredi Otto)
XAIDA Stakeholders Workshops | Legal - Causal inference for attribution (Marlene Kretschmer)
มุมมอง 228 หลายเดือนก่อน
XAIDA Stakeholders Workshops | Legal - Causal inference for attribution (Marlene Kretschmer)
XAIDA - WP8 by the leaders Erika Coppola (ICTP) & Davide Faranda (IPSL-CNRS)
มุมมอง 102ปีที่แล้ว
XAIDA - WP8 by the leaders Erika Coppola (ICTP) & Davide Faranda (IPSL-CNRS)