Features of the Earth's seasonal hydroclimate: Characterizations and comparisons across the Koppen-Geiger climates and across continents

no code implementations • 13 Apr 2022 • Georgia Papacharalampous, Hristos Tyralis, Yannis Markonis, Petr Maca, Martin Hanel

Detailed feature investigations and comparisons across climates, continents and time series types can progress our understanding and modelling ability of the Earth's hydroclimate and its dynamics.

Time Series Time Series Analysis

Hydroclimatic time series features at multiple time scales

no code implementations • 2 Dec 2021 • Georgia Papacharalampous, Hristos Tyralis, Yannis Markonis, Martin Hanel

A comprehensive understanding of the behaviours of the various geophysical processes and an effective evaluation of time series (else referred to as "stochastic") simulation models require, among others, detailed investigations across temporal scales.

Time Series Time Series Clustering