compound Climate Extremes in North America and Europe: from dynamics to predictability

Información del proyecto

CENAE

Identificador del acuerdo de subvención: 948309

DOI

10.3030/948309

Proyecto cerrado

Fecha de la firma de la CE 25 Agosto 2020

Fecha de inicio 1 Marzo 2021

Fecha de finalización 28 Febrero 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 492 660,00

Aportación de la UE

€ 1 492 660,00

Coordinado por

UPPSALA UNIVERSITET
Sweden

Periodic Reporting for period 3 - CENAE (compound Climate Extremes in North America and Europe: from dynamics to predictability)

Período documentado: 2024-03-01 hasta 2025-08-31

Resumen del contexto y de los objetivos generales del proyecto

Extreme climate events in a changing climate are one of the most challenging problems facing society. Indeed, the World Climate Research Programme and the European Commission have both stressed the need to further our knowledge of current and future climate extremes. The EU-funded CENÆ project works to shed light on how different climate extremes (cold spells, heavy rains and strong winds) interact and co-occur, leading to larger socioeconomic impacts than the sum of their individual components. The project also focuses on the predictability aspect of these extremes. The project's focus regions are North America and Europe. The multivariate nature and inherent rarity of co-occurring extremes poses a formidable challenge to current analysis techniques, requiring a combination of different disciplines to attain the project's goals.

Trabajo realizado desde el comienzo del proyecto hasta el final del período abarcado por el informe y los principales resultados hasta la fecha

The project began by computing co-occurrence statistics of wintertime climate extremes in North America and Europe, both using conventional statistical techniques and approaches issued from dynamical systems theory, and identifying the physical processes leading to the co-occurring extremes. The latter has included the study of recurrent large-scale atmospheric patterns in North America and Europe. The project team has also focussed on the predictability aspects of climate extremes, by building and utilising statistical and data-driven models for investigating the predictability of the extremes being studied, and investigating how to extract useful information on high-impact weather or climate events from ensemble forecasts. More recently, we have started looking at future climate projections, to understand how wintertime climate extremes in North America and Europe will evolve in a changing climate. Finally, we have considered impacts of the extremes being studied, with a specific focus on windstorms in Europe. Project members have presented their results as scientific publications, at scientific meetings, at events open to the general public, in schools and in the media.

Avances que van más allá del estado de la técnica e impacto potencial esperado (incluida la repercusión socioeconómica y las implicaciones sociales más amplias del proyecto hasta la fecha)

Several knowledge gaps hinder our understanding of co-occurring climate extremes in Europe and North America. First of all, we lack a detailed understanding of the drivers and characteristics of the co-occurring cold spell, heavy rain and strong wind extremes studied in CENÆ. The literature investigating present-day European wet and windy extremes has mostly addressed the two separately. The co-occurrence of extremes on both sides of the North Atlantic has received little attention. Moreover, some analysis approaches which have been developed in applied mathematics to study extremes in complex systems have yet to the applied to the study of co-occurring climate extremes. We are also yet to leverage machine learning for studying the predictability of co-occurring extremes. Finally, little is known about how climate change may affect the occurrence and predictability of co-occurring North American and European extremes.
CENÆ seeks to address these four knowledge gaps. The first part of the project has focussed on the first three points, and work is now progressing on the fourth point. By the end of the project we expect to have made progress on all four of these knowledge gaps, leading to a step-change in our understanding of the drivers and predictability of co-occurring climate extremes, including how climate change may affect these two aspects.

Co-occurring extremes in North America and Europe