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CLImate INTelligence: Extreme events detection, attribution and adaptation design using machine learning

Publications

Optimisation-based refinement of genesis indices for tropical cyclones

Author(s): Ascenso, Guido Cavicchia, Leone Scoccimarro, Enrico Castelletti, Andrea
Published in: Environmental Research Communications, 2023, ISSN 2515-7620
Publisher: IOP Publishing
DOI: 10.1088/2515-7620/acb52a

One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques

Author(s): Gómez-Orellana, Antonio Manuel Guijo-Rubio, David Pérez-Aracil, Jorge Gutiérrez, Pedro Antonio Salcedo-Sanz, Sancho Hervás-Martínez, César
Published in: Atmospheric Research, 2023, ISSN 0169-8095
Publisher: Elsevier BV
DOI: 10.1016/j.atmosres.2023.106608

A hierarchical classification/regression algorithm for improving extreme wind speed events prediction

Author(s): Peláez-Rodríguez, C., Pérez-Aracil, J., Fister, D., Prieto-Godino, L., Deo, R.C., Salcedo-Sanz, S.
Published in: Renewable Energy, 2022, ISSN 0960-1481
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.renene.2022.11.042

Connecting hydrological modelling and forecasting from global to local scales: Perspectives from an international joint virtual workshop

Author(s): Antara Dasgupta, Louise Arnal, Rebecca Emerton, Shaun Harrigan, Gwyneth Matthews, Ameer Muhammad, Karen O'Regan, Teresa Pérez-Ciria, Emixi Valdez, Bart van Osnabrugge, Micha Werner, Carlo Buontempo, Hannah Cloke, Florian Pappenberger, Ilias G. Pechlivanidis, Christel Prudhomme, Maria-Helena Ramos, Peter Salamon
Published in: Journal of Flood and Risk Management, 2022, ISSN 1753-318X
Publisher: Blackwell Publishing
DOI: 10.1111/jfr3.12880

DEPLOYMENT OF AI-ENHANCED SERVICES IN CLIMATE RESILIENCE INFORMATION SYSTEMS

Author(s): N. Hempelmann, C. Ehbrecht, E. Plesiat, G. Hobona, J. Simoes, D. Huard, T. J. Smith, U. S. McKnight, I. G. Pechlivanidis, and C. Alvarez-Castro
Published in: 2022
Publisher: Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.,
DOI: 10.5194/isprs-archives-xlviii-4-w1-2022-187-2022

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