3 papers
stat.AP2026
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,…
stat.AP2025
Adding smoothing splines to the SAM model improves stock assessment
Silius M. Vandeskog, Magne Aldrin, Daniel Howell +1
The stock assessment model SAM contains a large number of age-dependent parameters that must be manually grouped together to obtain robust inference. This can make the model select…
stat.AP2024
Fast spatial simulation of extreme high-resolution radar precipitation data using INLA
Silius M. Vandeskog, Raphaël Huser, Oddbjørn Bruland +1
Aiming to deliver improved precipitation simulations for hydrological impact assessment studies, we develop a methodology for modelling and simulating high-dimensional spatial prec…