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Penguin Books."},{"key":"p_76","doi-asserted-by":"crossref","first-page":"139463","DOI":"10.1016\/j.scitotenv.2020.139463","article-title":"A landslide risk index for municipal land use planning in Portugal","volume":"735","author":"Pereira S.","year":"2020","journal-title":"Science of The Total Environment"},{"key":"p_77","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1016\/j.geomorph.2017.03.031","article-title":"Rainfall thresholds for possible landslide occurrence in Italy","volume":"290","author":"Peruccacci S.","year":"2017","journal-title":"Geomorphology"},{"issue":"1","key":"p_78","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1007\/s10980-017-0578-8","article-title":"Accounting for spatial autocorrelation improves the estimation of climate, physical environment and vegetation\u2019s effects on boreal forest\u2019s burn rates","volume":"33","author":"Portier J.","year":"2017","journal-title":"Landscape Ecology"},{"issue":"2","key":"p_79","doi-asserted-by":"crossref","first-page":"553","DOI":"10.1002\/esp.4202","article-title":"Comparing threshold definition techniques for rainfall-induced landslides: A national assessment using radar rainfall","volume":"43","author":"Postance B.","year":"2018","journal-title":"Earth Surface Processes and Landforms"},{"issue":"11","key":"p_80","doi-asserted-by":"crossref","first-page":"2991","DOI":"10.5194\/nhess-18-2991-2018","article-title":"The role of serial European windstorm clustering for extreme seasonal losses as determined from multi-centennial simulations of high-resolution global climate model data","volume":"18","author":"Priestley M. D.","year":"2018","journal-title":"Natural Hazards and Earth System Sciences"},{"issue":"7","key":"p_81","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1002\/wea.3025","article-title":"The role of cyclone clustering during the stormy winter of 2013\/2014","volume":"72","author":"Priestley M. D.","year":"2017","journal-title":"Weather"},{"issue":"4","key":"p_82","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1002\/asl2.507","article-title":"A ranking of high-resolution daily precipitation extreme events for the Iberian Peninsula","volume":"15","author":"Ramos A. M.","year":"2014","journal-title":"Atmospheric Science Letters"},{"issue":"2","key":"p_83","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1175\/JHM-D-14-0103.1","article-title":"Daily precipitation extreme events in the Iberian Peninsula and its association with atmospheric rivers","volume":"16","author":"Ramos A. 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Rivoire P. Bevacqua E. & Zscheischler J. (2021). A large-ensemble simulation of yields and meteorological drivers to evaluate spatial compounding crop failures in Europe. Zenodo [Data set] . doi: http:\/\/doi.org\/10.5281\/zenodo.5113280"},{"key":"p_88","doi-asserted-by":"crossref","unstructured":"Ruiter M. C. Couasnon A. Homberg M. J. C. Daniell J. E. Gill J. C. & Ward P. J. (2020). Why we can no longer ignore consecutive disasters. Earth's Future 8 (3).","DOI":"10.1029\/2019EF001425"},{"issue":"1","key":"p_89","doi-asserted-by":"crossref","first-page":"2553","DOI":"10.1038\/s41467-019-10105-3","article-title":"Inferring causation from time series in Earth system sciences","volume":"10","author":"Runge J.","year":"2019","journal-title":"Nature Communications"},{"key":"p_90","doi-asserted-by":"crossref","unstructured":"Runge J. Nowack P. Kretschmer M. Flaxman S. & Sejdinovic D. (2019). Detecting and quantifying causal associations in large nonlinear time series datasets. Science Advances 5 (11) eaau4996.","DOI":"10.1126\/sciadv.aau4996"},{"key":"p_91","unstructured":"Santoro M. Kirches G. Wevers J. Boettcher M. Brockmann C. Lamarche C. & Defourny P. (2017). Land Cover CCI: Product User Guide Version 2.0. Climate Change Initiative Belgium: Belgium Leuven."},{"issue":"6","key":"p_92","doi-asserted-by":"crossref","first-page":"3595","DOI":"10.5194\/hess-25-3595-2021","article-title":"Statistical modelling and climate variability of compound surge and precipitation events in a managed water system: a case study in the netherlands","volume":"25","author":"Santos V. M.","year":"2021","journal-title":"Hydrology and Earth System Sciences"},{"key":"p_93","unstructured":"Schulzweida U. Kornblueh L. & Quast R. (2006). Cdo user\u2019s guide. Climate data operators Version 1 1 (6) 205-209."},{"issue":"2225","key":"p_94","doi-asserted-by":"crossref","first-page":"20190013","DOI":"10.1098\/rspa.2019.0013","article-title":"Storyline approach to the construction of regional climate change information","volume":"475","author":"Shepherd T. G.","year":"2019","journal-title":"Proceedings of the Royal Society A"},{"key":"p_95","doi-asserted-by":"crossref","unstructured":"Sillmann J. Shepherd T. G. van den Hurk B. Hazeleger W. Martius O. Slingo J. & Zscheischler J. (2021). Event-based storylines to address climate risk. Earth's Future 9 (2).","DOI":"10.1029\/2020EF001783"},{"issue":"3","key":"p_96","doi-asserted-by":"crossref","first-page":"1337","DOI":"10.1007\/s11069-018-3360-6","article-title":"A continuous simulation approach for the estimation of extreme flood inundation in coastal river reaches affected by meso- and macrotides","volume":"93","author":"Sopelana J.","year":"2018","journal-title":"Natural Hazards"},{"key":"p_97","unstructured":"Swan River Trust. (2007). Potential impacts of climate change on the Swan and Canning rivers. Swan River Trust."},{"issue":"10","key":"p_98","doi-asserted-by":"crossref","first-page":"722","DOI":"10.1038\/ngeo950","article-title":"Contrasting response of European forest and grassland energy exchange to heatwaves","volume":"3","author":"Teuling A. J.","year":"2010","journal-title":"Nature Geoscience"},{"key":"p_99","doi-asserted-by":"crossref","unstructured":"Thompson V. Dunstone N. J. Scaife A. A. Smith D. M. Slingo J. M. Brown S. & Belcher S. E. (2017). High risk of unprecedented UK rainfall in the current climate. Nature communications 8 (1) 1-6.","DOI":"10.1038\/s41467-017-00275-3"},{"issue":"6","key":"p_100","doi-asserted-by":"crossref","first-page":"652","DOI":"10.1029\/2019EF001170","article-title":"The exceptional 2018 European water seesaw calls for action on adaptation","volume":"7","author":"Toreti A.","year":"2019","journal-title":"Earth's Future"},{"key":"p_101","doi-asserted-by":"crossref","unstructured":"Van der Wiel K. Lenderink G. & de Vries H. (2021). Physical storylines of future European drought events like 2018 based on ensemble climate modelling. Weather and Climate Extremes 100350. doi: 10.1016\/j.wace.2021.100350","DOI":"10.1016\/j.wace.2021.100350"},{"issue":"3","key":"p_102","doi-asserted-by":"crossref","first-page":"034050","DOI":"10.1088\/1748-9326\/ab7668","article-title":"Ensemble climate-impact modelling: extreme impacts from moderate meteorological conditions","volume":"15","author":"Van der Wiel K.","year":"2020","journal-title":"Environmental Research Letters"},{"key":"p_103","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/j.rser.2019.04.065","article-title":"Meteorological conditions leading to extreme low variable renewable energy production and extreme high energy shortfall","volume":"111","author":"Van der Wiel K.","year":"2019","journal-title":"Renewable and Sustainable Energy Reviews"},{"issue":"4","key":"p_104","doi-asserted-by":"crossref","first-page":"2093","DOI":"10.1029\/2019GL081967","article-title":"Added value of large ensemble simulations for assessing extreme river discharge in a 2 C warmer world","volume":"46","author":"Van der Wiel K.","year":"2019","journal-title":"Geophysical Research Letters"},{"issue":"6","key":"p_105","doi-asserted-by":"crossref","first-page":"1867","DOI":"10.5194\/nhess-21-1867-2021","article-title":"Towards a compound-event-oriented climate model evaluation: a decomposition of the underlying biases in multivariate fire and heat stress hazards","volume":"21","author":"Villalobos-Herrera R.","year":"2021","journal-title":"Natural Hazards and Earth System Sciences"},{"issue":"1","key":"p_106","doi-asserted-by":"crossref","first-page":"151","DOI":"10.5194\/esd-12-151-2021","article-title":"Identifying meteorological drivers of extreme impacts: an application to simulated crop yields","volume":"12","author":"Vogel J.","year":"2021","journal-title":"Earth System Dynamics"},{"key":"p_107","doi-asserted-by":"crossref","unstructured":"Vousdoukas M. I. Mentaschi L. Voukouvalas E. Verlaan M. Jevrejeva S. Jackson L. P. & Feyen L. (2018). Global probabilistic projections of extreme sea levels show intensification of coastal flood hazard. Nature communications 9 (1) 2360.","DOI":"10.1038\/s41467-018-04692-w"},{"issue":"12","key":"p_108","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1038\/nclimate2736","article-title":"Increasing risk of compound flooding from storm surge and rainfall for major US cities","volume":"5","author":"Wahl T.","year":"2015","journal-title":"Nature Climate Change"},{"issue":"8","key":"p_109","doi-asserted-by":"crossref","first-page":"084012","DOI":"10.1088\/1748-9326\/aad400","article-title":"Dependence between high sea-level and high river discharge increases flood hazard in global deltas and estuaries","volume":"13","author":"Ward P. J.","year":"2018","journal-title":"Environmental Research Letters"},{"issue":"4","key":"p_110","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1038\/nclimate2893","article-title":"Global drivers of future river flood risk","volume":"6","author":"Winsemius H. C.","year":"2016","journal-title":"Nature Climate Change"},{"key":"p_111","doi-asserted-by":"crossref","first-page":"100314","DOI":"10.1016\/j.wace.2021.100314","article-title":"A counterfactual perspective on compound weather risk","volume":"32","author":"Woo G.","year":"2021","journal-title":"Weather and Climate Extremes"},{"issue":"5","key":"p_112","doi-asserted-by":"crossref","first-page":"2821","DOI":"10.5194\/hess-25-2821-2021","article-title":"Estimating the probability of compound floods in estuarine regions","volume":"25","author":"Wu W.","year":"2021","journal-title":"Hydrology and Earth System Sciences"},{"issue":"16","key":"p_113","doi-asserted-by":"crossref","first-page":"6561","DOI":"10.1175\/JCLI-D-16-0807.1","article-title":"Storylines of atmospheric circulation change for European regional climate impact assessment","volume":"30","author":"Zappa G.","year":"2017","journal-title":"Journal of Climate"},{"issue":"2","key":"p_114","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1007\/s11069-013-1018-y","article-title":"DISASTER: a GIS database on hydro-geomorphologic disasters in portugal","volume":"72","author":"Z\u00eazere J. L.","year":"2014","journal-title":"Natural Hazards"},{"key":"p_115","doi-asserted-by":"crossref","unstructured":"Z\u00eazere J. L. & Trigo R. M. (2011). Impacts of the north atlantic oscillation on landslides. In Advances in global change research (pp. 199-212). Springer Netherlands.","DOI":"10.1007\/978-94-007-1372-7_14"},{"issue":"6","key":"p_116","doi-asserted-by":"crossref","first-page":"2917","DOI":"10.1007\/s12665-014-3672-0","article-title":"Rainfall thresholds for landslide activity in portugal: a state of the art","volume":"73","author":"Z\u00eazere J. L.","year":"2015","journal-title":"Environmental Earth Sciences"},{"key":"p_117","unstructured":"Zheng B. Chenu K. Doherty A. & Chapman S. (2014). The APSIM-wheat module (7.5 R3008). Agricultural Production Systems Simulator (APSIM) Initiative."},{"key":"p_118","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1038\/s43017-020-0060-z","article-title":"A typology of compound weather and climate events","volume":"1","author":"Zscheischler J.","year":"2020","journal-title":"Nature Reviews Earth & Environment"},{"issue":"6","key":"p_119","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1002\/2014GB004826","article-title":"Impact of large-scale climate extremes on biospheric carbon fluxes: An intercomparison based on MsTMIP data","volume":"28","author":"Zscheischler J.","year":"2014","journal-title":"Global Biogeochemical Cycles"},{"issue":"22","key":"p_120","doi-asserted-by":"crossref","first-page":"9816","DOI":"10.1002\/2015GL066563","article-title":"A submonthly database for detecting changes in vegetation-atmosphere coupling","volume":"42","author":"Zscheischler J.","year":"2015","journal-title":"Geophysical Research Letters"},{"issue":"6","key":"p_121","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1038\/s41558-018-0156-3","article-title":"Future climate risk from compound events","volume":"8","author":"Zscheischler J.","year":"2018","journal-title":"Nature Climate Change"}],"container-title":[],"original-title":[],"deposited":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T05:10:24Z","timestamp":1775797824000},"score":1,"resource":{"primary":{"URL":"https:\/\/essopenarchive.org\/doi\/full\/10.1002\/essoar.10507809.1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,23]]},"references-count":121,"aliases":["10.1002\/essoar.10507810.1"],"URL":"https:\/\/doi.org\/10.1002\/essoar.10507809.1","relation":{},"subject":[],"published":{"date-parts":[[2021,8,23]]},"subtype":"preprint"}}