A virtual summer school on ‘Attribution, causality, and decision-making in climate variability and change’, consisting of both lectures and practical sessions, will run from June 6-10, 2022. Topics will include:
• Event attribution
• Trend attribution
• Philosophical issues in attribution
The school is primarily aimed at MPE CDT graduate students but is open to a wider audience of scientists and scholars in mathematics and weather and climate science, including climate services. Scheduled activities are expected to occur between 10am and 5pm UK time, and will occur entirely online. The provisional schedule of lectures and practical sessions can be downloaded here. A more detailed syllabus, together with suggested background reading, will be provided later.
The lectures and practical sessions will be delivered by leading experts, including Aglaé Jézéquel (LMD/IPSL), Sebastian Sippel (ETH Zürich), Elisabeth Lloyd (Indiana), Marlene Kretschmer (Reading), Elena Saggioro (Reading), Dragana Bojovic (BSC), Raül Marcos (BSC), and Marta Terrado (BSC).
In order to benefit from the school, participants should have some basic background in weather and climate science, some knowledge of common statistical practices such as regression and uncertainty quantification, and some experience in scientific programming with either python or R.
We ask potential participants to indicate their interest by May 2nd, by completing this form. Successful applicants will be informed by Mid May and provided with joining information.
Lecturers and Support Specialists:-
Dragana Bojovic is a senior researcher at Barcelona Supercomputing Center – Earth Science Department, where she co-leads the Knowledge integration team. She applies interdisciplinary and transdisciplinary approaches to improve climate knowledge and coproduce climate services. She has been collaborating with scientists, policymakers, and communities from different parts of the world, supporting knowledge exchange to enhance resilience to climate and other environmental changes. She holds a PhD in Science and Management of Climate Change (Ca’Foscari University of Venice) and a MSc in Environmental Change and Management (Oxford University).
Aglaé Jézéquel is a researcher working at LMD in Paris. Her research interests include extreme event attribution, storylines, and climate services. Her work is interdisciplinary, between statistics of climate data and social sciences. She also teaches several classes at masters level, including a creative writing workshop on climate change in collaboration with a French writer.
Marlene Kretschmer is a postdoctoral researcher at the University of Reading. Before that she worked at the Potsdam Institute for Climate Impact Research in Germany where she received her PhD in climate physics. Her research focuses on identifying the large-scale atmospheric drivers of extreme weather and climate events, including dynamical stratosphere-troposphere coupling and its impacts for winter circulation and extremes. To address these issues, she is particularly interested in applying causal inference-based frameworks as well as novel statistical approaches from machine learning such as causal discovery algorithms. Moreover, she is keen on applying these new techniques to evaluate teleconnection processes in climate models and to improve sub-seasonal to seasonal (S2S) forecasting of extreme events.
Raül Marcos-Matamoros is a Serra Húnter lecturer in Meteorology at the Barcelona University and a fellow researcher at the Barcelona Supercomputing Center (BSC) – Earth Science Department. In the BSC he collaborates with the Climate Services team where he is involved in the verification of seasonal prediction models and the development of climate services in different sectors (agriculture, forest fire prevention, water resources and renewable energies). He also works in the interaction with stakeholders to promote the integration of climate predictions in their decision-making workflows. He holds a PhD in Physics (University of Barcelona) and a MsC in Meteorology.
Elena Saggioro is an interdisciplinary research fellow at the Walker Institute, and is completing her PhD in Mathematics of Planet Earth at the University of Reading. Her PhD research focused on applying a range of causal and Bayesian network methods to understanding the Southern Hemisphere stratosphere-troposphere coupling and its role in extending the predictability of large-scale tropospheric circulation variability. At the Walker Institute, she is exploring how causality and climate storylines can help in climate risk assessment and climate adaptation planning. Her work involves close engagement with a range of stakeholders, including national governments and public bodies in the UK and overseas.
Sebastian Sippel’s key research interests include improving understanding of climate variability, extremes, and their changes at global and regional scales, including land-atmosphere interactions and changes in ecosystem carbon cycling. Sebastian uses statistical learning techniques with a focus on identifying forced changes and internally generated variability. Sebastian works as a Senior Scientist (“Oberassistent”) and Lecturer in the Climate Physics group at ETH Zurich. Sebastian’s PhD research was on “Climate extremes and their impact on ecosystem-atmosphere interactions” at the Max Planck Institute for Biogeochemistry in Jena, Germany. Before that, he studied environmental sciences with a focus on environmental physics at Bayreuth University, Germany; with a year abroad in Oxford with studies on Environmental Change and Management.
Marta Terrado is a senior researcher and science communicator at the Barcelona Supercomputing Center – Earth Sciences department, where she co-leads the Knowledge Integration team. Applying various communication and dissemination tools and activities, she facilitates knowledge and technology exchange on climate services and air quality services to stakeholders from different sectors and governance levels to support their adaptation to climate change. She is an Environmental Scientist with a PhD in Earth Sciences (University of Barcelona), a MSc in Geographical Information Systems and a Postgraduate Degree in Science Communication.