A non-stationary climate-informed weather generator for assessing future flood risks

<p>We present a novel non-stationary regional weather generator (nsRWG) based on an auto-regressive process and marginal distributions conditioned on climate variables. We use large-scale circulation patterns as a latent variable and regional daily mean temperature as a covariate for marginal...

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Bibliographic Details
Main Authors: V. D. Nguyen, S. Vorogushyn, K. Nissen, L. Brunner, B. Merz
Format: Article
Language:English
Published: Copernicus Publications 2024-11-01
Series:Advances in Statistical Climatology, Meteorology and Oceanography
Online Access:https://ascmo.copernicus.org/articles/10/195/2024/ascmo-10-195-2024.pdf