A typology of compound weather and climate events

J Zscheischler, O Martius, S Westra… - Nature reviews earth & …, 2020 - nature.com
Compound weather and climate events describe combinations of multiple climate drivers
and/or hazards that contribute to societal or environmental risk. Although many climate …

Future changes to the intensity and frequency of short‐duration extreme rainfall

S Westra, HJ Fowler, JP Evans… - Reviews of …, 2014 - Wiley Online Library
Evidence that extreme rainfall intensity is increasing at the global scale has strengthened
considerably in recent years. Research now indicates that the greatest increases are likely …

A compound event framework for understanding extreme impacts

M Leonard, S Westra, A Phatak… - Wiley …, 2014 - Wiley Online Library
Climate and weather variables such as rainfall, temperature, and pressure are indicators for
hazards such as tropical cyclones, floods, and fires. The impact of these events can be due …

Uncertainty quantification in complex simulation models using ensemble copula coupling

R Schefzik, TL Thorarinsdottir, T Gneiting - 2013 - projecteuclid.org
Uncertainty Quantification in Complex Simulation Models Using Ensemble Copula Coupling
Page 1 Statistical Science 2013, Vol. 28, No. 4, 616–640 DOI: 10.1214/13-STS443 © Institute of …

Advances in statistical modeling of spatial extremes

R Huser, JL Wadsworth - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
The classical modeling of spatial extremes relies on asymptotic models (ie, max‐stable or r‐
Pareto processes) for block maxima or peaks over high thresholds, respectively. However, at …

[图书][B] Random fields for spatial data modeling

DT Hristopulos - 2020 - Springer
The series aims to: present current and emerging innovations in GIScience; describe new
and robust GIScience methods for use in transdisciplinary problem solving and decision …

Graphical models for extremes

S Engelke, AS Hitz - Journal of the Royal Statistical Society …, 2020 - academic.oup.com
Conditional independence, graphical models and sparsity are key notions for parsimonious
statistical models and for understanding the structural relationships in the data. The theory of …

Stochastic weather generators: an overview of weather type models

P Ailliot, D Allard, V Monbet, P Naveau - Journal de la société …, 2015 - numdam.org
A recurrent issue encountered in environmental, ecological or agricultural impact studies in
which climate is an important driving force is to provide fast and realistic simulations of …

[图书][B] Extremes and recurrence in dynamical systems

V Lucarini, D Faranda, JMM de Freitas, M Holland… - 2016 - books.google.com
Written by a team of international experts, Extremes and Recurrence in Dynamical Systems
presents a unique point of view on the mathematical theory of extremes and on its …

Unified theory for stochastic modelling of hydroclimatic processes: Preserving marginal distributions, correlation structures, and intermittency

SM Papalexiou - Advances in water resources, 2018 - Elsevier
Hydroclimatic processes come in all “shapes and sizes”. They are characterized by different
spatiotemporal correlation structures and probability distributions that can be continuous …