Publications

Published papers acknowledging the XAIDA project
Bevacqua, E., Zappa, G., Lehner, F., Zscheischler, J. (2022). “Precipitation trends determine future occurrences of compound hot–dry events“. Nature Climate Change. https://doi.org/10.1038/s41558-022-01309-5
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. (2021). “Guidelines for Studying Diverse Types of Compound Weather and Climate Events“. Earth’s Future. Volume 9, Issue 11. 25 October 2021. https://doi.org/10.1029/2021EF002340
Buriticá, G, Naveau P (2022), “Stable sums to infer high return levels of multivariate rainfall time series“. https://doi.org/10.1002/env.2782
Faranda, D., Bourdin, S., Ginesta, M., Krouma, M., Messori, G., Noyelle, R., Pons, F., and Yiou, P. (2022) “A climate-change attribution retrospective of some impactful weather extremes of 2021“, Weather Clim. Dynam. Discuss, 3, 1311–1340, https://doi.org/10.5194/wcd-3-1311-2022
Faranda D., Messori G., Jézéquel A., Vrac M., Yiou P. (2023). “Atmospheric circulation compounds anthropogenic warming and impacts of climate extremes in Europe“. Proceedings of the National Academy of Sciences of the United States of America. https://doi.org/10.1073/pnas.2214525120
Faranda D., Messori G., Yiou P., Thao S., Pons F., et al. (2022). “Dynamical footprints of Hurricanes in the Tropical Dynamics“. Chaos: An Interdisciplinary Journal of Nonlinear Science, In press. <hal-03219409v3>
Faranda D., Pascale S., Bulut B. (2023). “Persistent anticyclonic conditions and climate change exacerbated the exceptional 2022 European-Mediterranean drought“. Environmental Research Letters, In press. https://doi.org/10.1088/1748-9326/acbc37
Gardoll, S., Boucher, O. (2022). “Classification of tropical cyclone containing images using a convolutional neural network: performance and sensitivity to the learning dataset“. EGU sphere. https://doi.org/10.5194/egusphere-2022-147
Kendon, E.J., Fischer, E.M. & Short, C.J. (2023), “Variability conceals emerging trend in 100yr projections of UK local hourly rainfall extremes“. Nat Commun 14, 1133. https://doi.org/10.1038/s41467-023-36499-9
Li, D., Chen, Y., Messmer, M., Zhu, Y., Qi, J., Feng, J., Yin, B., and Bevacqua, E. (2022). “Compound wind and precipitation extremes across the Indo-Pacific: climatology, variability and drivers“. Geophysical Research Letters, 49, e2022GL098594. https://doi.org/10.1029/2022GL098594.
Li, J., Bevacqua, E., Chen, C., Wang, Z., Chen, X., Myneni, R. B., Wu, X., Xu, C., Zhang, Z., and Zscheischler, J. (2022). “Regional asymmetry in the response of global vegetation growth to springtime compound climate events”. Communications Earth & Environment 3, 123. https://doi.org/10.1038/s43247-022-00455-0.
Naveau, P., Thao, S. (2022). “Multimodel Errors and Emergence of Times in Climate Attribution Studies“. Journal of Climate. Volume 35, Issue 14. https://doi.org/10.1175/JCLI-D-21-0332.1
Rivoire, P., Le Gall, P., Favre, A.-C., Naveau, P., Martius, O. (2022) “High return level estimates of daily ERA-5 precipitation in Europe estimated using regionalized extreme value distributions“, Weather and Climate Extremes, Volume 38. https://doi.org/10.1016/j.wace.2022.100500
Scholten, R.,C., Coumou, D., Luo, F., Veraverbeke, S., (2022) “Early snowmelt and polar jet dynamics co–influence recent extreme Siberian fire seasons“. Science, Vol 378, Issue 6623. https://doi.org/10.1126/science.abn4419
Schumacher D. L., Hauser M., Seneviratne S. (2022), “Drivers and mechanisms of the 2021 Pacific North West Heatwave“. Earth’s Future. https://doi.org/10.1029/2022EF002967
Sippel, S., Meinshausen, N., Székely, E., Fischer, E., Pendergrass, A. G., Lehner, F., and Knutti, R. (2021). “Robust detection of forced warming in the presence of potentially large climate variability“. Science Advances. 7, eabh4429.
https://www.science.org/doi/10.1126/sciadv.abh4429
Zscheischler & Lehner (2021). “Attributing compound events to anthropogenic climate change“. BAMS. https://journals.ametsoc.org/view/journals/bams/aop/BAMS-D-21-0116.1/BAMS-D-21-0116.1.xml?tab_body=pdf
Pre-prints and work documents
Bevacqua, E., Jezequel, A., Suarez-Gutierrez, L., Lehner, F., Vrac, M., Yiou, P., and Zscheischler, J. (2022). “Advancing our understanding of compound weather and climate events via large ensemble model simulations”, In review, https://doi.org/10.21203/rs.3.rs-1791760/v1.
Jiang, S., Bevacqua, E., and Zscheischler, J. (2022). “River flooding mechanisms and their changes in Europe revealed by explainable machine learning”, Hydrol. Earth Syst. Sci. Discuss. [preprint], https://doi.org/10.5194/hess-2022-151, in review.
To go further
Findell, K. L., Sutton, R., Caltabiano, N., Brookshaw, A., Heimbach, P., Kimoto, M., Osprey, S., Smith, D., Risbey, J. S., Wang, Z., Cheng, L., Diaz, L., Donat, M. G., Ek, M., Lee, J., Minobe, S., Rusticucci, M., Vitart, F., & Wang, L. (2022). Explaining and Predicting Earth System Change: A World Climate Research Programme Call to Action, Bulletin of the American Meteorological Society. https://journals.ametsoc.org/view/journals/bams/aop/BAMS-D-21-0280.1/BAMS-D-21-0280.1.xml
Lloyd, E.A., Shepherd, T.G. (2021). Climate change attribution and legal contexts: evidence and the role of storylines. Climatic Change 167, 28. https://doi.org/10.1007/s10584-021-03177-y
Mahecha M., Bastos A., Bohn F., Eisenhauer N., Feilhauer H., Hartmann H., Hickler T., Kalesse-Los H., Migliavacca M., Otto F., Peng J., Quaas J., Tegen I., Weigelt A., Wendisch M., Wirth C. (2022) “Biodiversity loss and climate extremes – study the feedbacks“. Nature 612, 30-32. https://doi.org/10.1038/d41586-022-04152-y
Shepherd, T.G. (2021). Bringing physical reasoning into statistical practice in climate-change science. Climatic Change 169, 2. https://doi.org/10.1007/s10584-021-03226-6
Smith D., Gillett N., Simpson I., Athanasiadis P., Baehr J., Bethke I., Bilge T., Bonnet R., Boucher O., Findell K., Gastineau G., Gualdi S., Hermanson L., Leung L. R., Mignot J., Müller W., Osprey S., Otterå Odd H., Persad G., Scaife A., Schmidt G., Shiogama H., Sutton R., Swingedouw D., Yang S., Zhou T., Ziehn T. (2022). Attribution of multi-annual to decadal changes in the climate system: The Large Ensemble Single Forcing Model Intercomparison Project (LESFMIP). Frontiers in Climate 4, 2022. https://www.frontiersin.org/articles/10.3389/fclim.2022.955414