From the 1 of 4 linked papers with an AI index.
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Flood risk estimation via geometric extremal graphical models
Kristina Grolmusova, Jennifer L. Wadsworth, Jeniffer L. Wadsworth +1
The paper develops parsimonious multivariate extreme value models for river flow data by using geometric extremal graphical models based on block graphs that reflect river network…
A spatial duration-augmented framework for drought persistence
Touqeer Ahmad, Thordis Linda Thorarinsdottir
Drought monitoring across heterogeneous climate regions requires explicit modeling of drought persistence rather than relying solely on index classification. We develop a Bayesian…
Simulation and evaluation of local daily temperature and precipitation series derived by stochastic downscaling of ERA5 reanalysis
Silius M. Vandeskog, Thordis L. Thorarinsdottir, Alex Lenkoski
Reanalysis products such as the ERA5 reanalysis are commonly used as proxies for observed atmospheric conditions. These products are convenient to use due to their global coverage,…
Applications of machine learning to predict seasonal precipitation for East Africa
Michael Scheuerer, Claudio Heinrich-Mertsching, Titike K. Bahaga +2
Seasonal climate forecasts are commonly based on model runs from fully coupled forecasting systems that use Earth system models to represent interactions between the atmosphere, oc…