Robust regional clustering and modeling of nonstationary summer temperature extremes across Germany

<p>We use sophisticated machine-learning techniques on a network of summer temperature and precipitation time series taken from stations throughout Germany for the years from 1960 to 2018. In particular, we consider (normalized) maximized mutual information as the measure of similarity and exp...

Full description

Bibliographic Details
Main Authors: M. Carney, H. Kantz
Format: Article
Language:English
Published: Copernicus Publications 2020-06-01
Series:Advances in Statistical Climatology, Meteorology and Oceanography
Online Access:https://ascmo.copernicus.org/articles/6/61/2020/ascmo-6-61-2020.pdf