EXTREME EVENTS: ARTIFICIAL INTELLIGENCE FOR DETECTION AND ATTRIBUTION

Informacje na temat projektu

XAIDA

Identyfikator umowy o grant: 101003469

DOI 10.3030/101003469

Data podpisania przez KE 27 Maja 2021

Data rozpoczęcia 1 Września 2021

Data zakończenia 31 Sierpnia 2025

Finansowanie w ramach

• SOCIETAL CHALLENGES - Climate action, Environment, Resource Efficiency and Raw Materials

Koszt całkowity € 5 999 241,75

Wkład UE € 5 999 241,75

Koordynowany przez

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

Publikacje

Peer reviewed articles (21)

Guidelines for Studying Diverse Types of Compound Weather and Climate Events

Autorzy: Bevacqua, E., De Michele, C., Manning, C., Couasnon, A., Ribeiro, A. F. S., Ramos, A. M., Vignotto, E., Bastos, A., Blesić, S., Durante, F., Hillier, J., Oliveira, S. C., Pinto, J. G., Ragno, E., Rivoire, P., Saunders, K., van der Wiel, K., Wu, W., Zhang, T., Zscheischler, J.
Opublikowane w: Earth's Future, 2022, ISSN 2328-4277
Wydawca: John Wiley & Sons, Ltd
DOI: 10.1029/2021ef002340

Record events attribution in climate studies

Autorzy: Julien Worms, Philippe Naveau
Opublikowane w: Environmetrics, Numer Volume 33, Numer 8, 2022, ISSN 1180-4009
Wydawca: John Wiley & Sons Inc.
DOI: 10.1002/env.2777

Classification of tropical cyclone containing images using a convolutional neural network: performance and sensitivity to the learning dataset

Autorzy: Olivier Boucher; Sébastien Gardoll
Opublikowane w: Geoscientific Model Development, Numer 15, 2022, Strona(/y) 7051-7073, ISSN 1991-9603
Wydawca: Copernicus Publications
DOI: 10.5194/gmd-15-7051-2022

Early snowmelt and polar jet dynamics co–influence recent extreme Siberian fire seasons

Autorzy: Rebecca C. Scholten, Dim Coumou, Fei Luo, and Sander Veraverbeke
Opublikowane w: Science, Numer Vol 378, Numer 6623, 2022, Strona(/y) 1005-1009, ISSN 0036-8075
Wydawca: American Association for the Advancement of Science
DOI: 10.1126/science.abn4419

Robust global detection of forced changes in mean and extreme precipitation despite observational disagreement on the magnitude of change

Autorzy: Iris Elisabeth de Vries; Sebastian Sippel; Angeline Greene Pendergrass; Reto Knutti
Opublikowane w: Earth System Dynamics, Numer 14, 2023, Strona(/y) 81-100, ISSN 2190-4987
Wydawca: Copernicus Publications
DOI: 10.5194/esd-14-81-2023

Dynamical footprints of Hurricanes in the Tropical Dynamics

Autorzy: Davide Faranda, Gabriele Messori, Pascal Yiou, Soulivanh Thao, Flavio Pons, Berengere Dubrulle
Opublikowane w: Chaos: An Interdisciplinary Journal of Nonlinear Science, 2022, ISSN 1054-1500
Wydawca: American Institute of Physics
DOI: 10.1063/5.0093732

Precipitation trends determine future occurrences of compound hot–dry events

Autorzy: Bevacqua, E., Zappa, G., Lehner, F., Zscheischler, J.
Opublikowane w: Nature Climate Change, 2022, ISSN 1758-6798
Wydawca: Springer Nature
DOI: 10.1038/s41558-022-01309-5

Attributing Compound Events to Anthropogenic Climate Change

Autorzy: Jakob Zscheischler, Flavio Lehner
Opublikowane w: Bulletin of the American Meteorological Society, Numer Volume 103, Numer 3, 2022, Strona(/y) E936–E953, ISSN 0003-0007
Wydawca: American Meteorological Society
DOI: 10.1175/bams-d-21-0116.1

Causality and the fate of climate litigation: The Role of the social Superstructure Narrative

Autorzy: Friederike E. L. Otto; Petra Minnerop; Emmanuel Raju; Luke J. Harrington; Rupert F. Stuart‐Smith; Emily Boyd; Rachel James; Richard Jones; Kristian C. Lauta
Opublikowane w: Global Policies, Numer Volume 13, Numer 5, 2022, Strona(/y) 623-833, ISSN 1758-5880
Wydawca: John Wiley and Sons Ltd
DOI: 10.1111/1758-5899.13113

Reconstruction of zonal precipitation from sparse historical observations using climate model information and statistical learning

Autorzy: Egli, M., Sippel, S., Pendergrass, A. G., de Vries, I., & Knutti, R.
Opublikowane w: Geophysical Research Letters, Numer 49, 2022, ISSN 0094-8276
Wydawca: American Geophysical Union
DOI: 10.1029/2022gl099826

Regional asymmetry in the response of global vegetation growth to springtime compound climate events

Autorzy: Jun Li; Emanuele Bevacqua; Chi Chen; Zhaoli Wang; Xiaohong Chen; Ranga B. Myneni; Xushu Wu; Chong-Yu Xu; Zhenxing Zhang; Jakob Zscheischler
Opublikowane w: Communications Earth & Environment, Numer 3;123, 2022, ISSN 2662-4435
Wydawca: Communications Earth & Environment
DOI: 10.1038/s43247-022-00455-0

High return level estimates of daily ERA-5 precipitation in Europe estimated using regionalized extreme value distributions

Autorzy: Pauline Rivoire, Philomène Le Gall, Anne-Catherine Favre, Philippe Naveau, Olivia Martius
Opublikowane w: Weather and Climate Extremes, Numer Volume 38, 2022, ISSN 2212-0947
Wydawca: Elsevier BV
DOI: 10.1016/j.wace.2022.100500

A climate-change attribution retrospective of some impactful weather extremes of 2021

Autorzy: Faranda, D., Bourdin, S., Ginesta, M., Krouma, M., Messori, G., Noyelle, R., Pons, F., and Yiou, P.
Opublikowane w: Weather and Climate Dynamics, Numer 3, 1311–1340, 2022, 2022, ISSN 2698-4016
Wydawca: Copernicus Publications
DOI: 10.5194/wcd-3-1311-2022

Challenges in Attributing the 2022 Australian Rain Bomb to Climate Change

Autorzy: Cadiou, C., Noyelle, R., Malhomme, N., Faranda, D.
Opublikowane w: Asia-Pacific Journal of Atmospheric Sciences, 2022, ISSN 1976-7951
Wydawca: Springer Nature
DOI: 10.1007/s13143-022-00305-1

Multimodel Errors and Emergence of Times in Climate Attribution Studies

Autorzy: Naveau, P., Thao, S.
Opublikowane w: Journal of Climate, Numer Volume 35, Numer 14, 2022, Strona(/y) 4791–4804, ISSN 0894-8755
Wydawca: American Meteorological Society
DOI: 10.1175/jcli-d-21-0332.1

Drivers and Mechanisms of the 2021 Pacific Northwest Heatwave

Autorzy: D. L. Schumacher, M. Hauser, S. I. Seneviratne
Opublikowane w: Earth's Future, Numer Volume 10, Numer 12, 2022, ISSN 2328-4277
Wydawca: American Geophysical Union
DOI: 10.1029/2022ef002967

Extreme weather impacts of climate change: an attribution perspective

Autorzy: Ben Clarke; Friederike Otto; Rupert Stuart-Smith; Luke Harrington
Opublikowane w: Environmental Research Climate, Numer 1, 2022, ISSN 2752-5295
Wydawca: IOP Publishing
DOI: 10.1088/2752-5295/ac6e7d

Robust detection of forced warming in the presence of potentially large climate variability

Autorzy: Sebastian Sippel, Nicolai Meinshausen, Enikő Székely, Erich Fischer, Angeline G. Pendergrass, Flavio Lehner, Reto Knutti
Opublikowane w: Science Advances, Numer Vol. 7, No. 43, 2021, ISSN 2375-2548
Wydawca: American Association for the Advancement of Science
DOI: 10.1126/sciadv.abh4429

Time of Emergence of compound events: contribution of univariate and dependence properties

Autorzy: Bastien François; Mathieu Vrac
Opublikowane w: Natural Hazards and Earth System Sciences, Numer 23, 2023, Strona(/y) 21-44, ISSN 1684-9981
Wydawca: Copernicus Publications
DOI: 10.5194/nhess-2022-127

Stable sums to infer high return levels of multivariate rainfall time series

Autorzy: Gloria Buriticá, Philippe Naveau
Opublikowane w: Environmetrics, 2022, ISSN 1180-4009
Wydawca: John Wiley & Sons Inc.
DOI: 10.1002/env.2782

Compound wind and precipitation extremes across the Indo-Pacific: climatology, variability and drivers

Autorzy: Delei Li, Yang Chen, Martina Messmer, Yuchao Zhu, Jianlong Feng, Baoshu Yin, Emanuele Bevacqua
Opublikowane w: Geophysical Research Letters, Numer 49, 14, 2022, ISSN 0094-8276
Wydawca: American Geophysical Union
DOI: 10.1029/2022gl098594