19 citations · 29 across the 6 of their papers we have counts for
6 papers
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,…
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…
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…
An Efficient Workflow for Modelling High-Dimensional Spatial Extremes
Silius M. Vandeskog, Sara Martino, Raphaël Huser
A successful model for high-dimensional spatial extremes should, in principle, be able to describe both weakening extremal dependence at increasing levels and changes in the type o…
Quantile based modelling of diurnal temperature range with the five-parameter lambda distribution
Silius M. Vandeskog, Thordis L. Thorarinsdottir, Ingelin Steinsland +1
Diurnal temperature range is an important variable in climate science that can provide information regarding climate variability and climate change. Changes in diurnal temperature…
Modelling sub-daily precipitation extremes with the blended generalised extreme value distribution
Silius M. Vandeskog, Sara Martino, Daniela Castro-Camilo +1
A new method is proposed for modelling the yearly maxima of sub-daily precipitation, with the aim of producing spatial maps of return level estimates. Yearly precipitation maxima a…