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EXTREME EVENTS: ARTIFICIAL INTELLIGENCE FOR DETECTION AND ATTRIBUTION

Publications

Guidelines for Studying Diverse Types of Compound Weather and Climate Events

Author(s): 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.
Published in: Earth's Future, 2022, ISSN 2328-4277
Publisher: John Wiley & Sons, Ltd
DOI: 10.1029/2021ef002340

Record events attribution in climate studies

Author(s): Julien Worms, Philippe Naveau
Published in: Environmetrics, Issue Volume 33, Issue 8, 2022, ISSN 1180-4009
Publisher: 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

Author(s): Olivier Boucher; Sébastien Gardoll
Published in: Geoscientific Model Development, Issue 15, 2022, Page(s) 7051-7073, ISSN 1991-9603
Publisher: Copernicus Publications
DOI: 10.5194/gmd-15-7051-2022

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

Author(s): Rebecca C. Scholten, Dim Coumou, Fei Luo, and Sander Veraverbeke
Published in: Science, Issue Vol 378, Issue 6623, 2022, Page(s) 1005-1009, ISSN 0036-8075
Publisher: 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

Author(s): Iris Elisabeth de Vries; Sebastian Sippel; Angeline Greene Pendergrass; Reto Knutti
Published in: Earth System Dynamics, Issue 14, 2023, Page(s) 81-100, ISSN 2190-4987
Publisher: Copernicus Publications
DOI: 10.5194/esd-14-81-2023

Dynamical footprints of Hurricanes in the Tropical Dynamics

Author(s): Davide Faranda, Gabriele Messori, Pascal Yiou, Soulivanh Thao, Flavio Pons, Berengere Dubrulle
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, 2022, ISSN 1054-1500
Publisher: American Institute of Physics
DOI: 10.1063/5.0093732

Precipitation trends determine future occurrences of compound hot–dry events

Author(s): Bevacqua, E., Zappa, G., Lehner, F., Zscheischler, J.
Published in: Nature Climate Change, 2022, ISSN 1758-6798
Publisher: Springer Nature
DOI: 10.1038/s41558-022-01309-5

Attributing Compound Events to Anthropogenic Climate Change

Author(s): Jakob Zscheischler, Flavio Lehner
Published in: Bulletin of the American Meteorological Society, Issue Volume 103, Issue 3, 2022, Page(s) E936–E953, ISSN 0003-0007
Publisher: 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

Author(s): Friederike E. L. Otto; Petra Minnerop; Emmanuel Raju; Luke J. Harrington; Rupert F. Stuart‐Smith; Emily Boyd; Rachel James; Richard Jones; Kristian C. Lauta
Published in: Global Policies, Issue Volume 13, Issue 5, 2022, Page(s) 623-833, ISSN 1758-5880
Publisher: 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

Author(s): Egli, M., Sippel, S., Pendergrass, A. G., de Vries, I., & Knutti, R.
Published in: Geophysical Research Letters, Issue 49, 2022, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1029/2022gl099826

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

Author(s): Jun Li; Emanuele Bevacqua; Chi Chen; Zhaoli Wang; Xiaohong Chen; Ranga B. Myneni; Xushu Wu; Chong-Yu Xu; Zhenxing Zhang; Jakob Zscheischler
Published in: Communications Earth & Environment, Issue 3;123, 2022, ISSN 2662-4435
Publisher: 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

Author(s): Pauline Rivoire, Philomène Le Gall, Anne-Catherine Favre, Philippe Naveau, Olivia Martius
Published in: Weather and Climate Extremes, Issue Volume 38, 2022, ISSN 2212-0947
Publisher: Elsevier BV
DOI: 10.1016/j.wace.2022.100500

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

Author(s): Faranda, D., Bourdin, S., Ginesta, M., Krouma, M., Messori, G., Noyelle, R., Pons, F., and Yiou, P.
Published in: Weather and Climate Dynamics, Issue 3, 1311–1340, 2022, 2022, ISSN 2698-4016
Publisher: Copernicus Publications
DOI: 10.5194/wcd-3-1311-2022

Challenges in Attributing the 2022 Australian Rain Bomb to Climate Change

Author(s): Cadiou, C., Noyelle, R., Malhomme, N., Faranda, D.
Published in: Asia-Pacific Journal of Atmospheric Sciences, 2022, ISSN 1976-7951
Publisher: Springer Nature
DOI: 10.1007/s13143-022-00305-1

Multimodel Errors and Emergence of Times in Climate Attribution Studies

Author(s): Naveau, P., Thao, S.
Published in: Journal of Climate, Issue Volume 35, Issue 14, 2022, Page(s) 4791–4804, ISSN 0894-8755
Publisher: American Meteorological Society
DOI: 10.1175/jcli-d-21-0332.1

Drivers and Mechanisms of the 2021 Pacific Northwest Heatwave

Author(s): D. L. Schumacher, M. Hauser, S. I. Seneviratne
Published in: Earth's Future, Issue Volume 10, Issue 12, 2022, ISSN 2328-4277
Publisher: American Geophysical Union
DOI: 10.1029/2022ef002967

Extreme weather impacts of climate change: an attribution perspective

Author(s): Ben Clarke; Friederike Otto; Rupert Stuart-Smith; Luke Harrington
Published in: Environmental Research Climate, Issue 1, 2022, ISSN 2752-5295
Publisher: IOP Publishing
DOI: 10.1088/2752-5295/ac6e7d

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

Author(s): Sebastian Sippel, Nicolai Meinshausen, Enikő Székely, Erich Fischer, Angeline G. Pendergrass, Flavio Lehner, Reto Knutti
Published in: Science Advances, Issue Vol. 7, No. 43, 2021, ISSN 2375-2548
Publisher: American Association for the Advancement of Science
DOI: 10.1126/sciadv.abh4429

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

Author(s): Bastien François; Mathieu Vrac
Published in: Natural Hazards and Earth System Sciences, Issue 23, 2023, Page(s) 21-44, ISSN 1684-9981
Publisher: Copernicus Publications
DOI: 10.5194/nhess-2022-127

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

Author(s): Gloria Buriticá, Philippe Naveau
Published in: Environmetrics, 2022, ISSN 1180-4009
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/env.2782

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

Author(s): Delei Li, Yang Chen, Martina Messmer, Yuchao Zhu, Jianlong Feng, Baoshu Yin, Emanuele Bevacqua
Published in: Geophysical Research Letters, Issue 49, 14, 2022, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1029/2022gl098594

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