
Senior Research Scientist
Silius Mortensønn Vandeskog
- Department Statistical modelling and machine learning
- Phone number +47 22 85 26 95
- E-mail smvandeskog@nr.no
Projects
Local Insights for Global Climate Action (I4C)
Streamflow prediction for smallscale hydropower plants
Publications
- 23 publications found
- Publisher
Thea Julie Thømt Roksvåg; Silius Mortensønn Vandeskog; C. Ole Wulff; Kamilla Klock Wergeland; An LSTM network for joint modeling of streamflow and hydropower generation for run-of-river plants Journal of Hydrology, vol. 667, (ISSN 0022-1694 1879-2707 ), doi: https://doi.org/10.1016/j.jhydrol.2025.134890 , 2026. Scientific article
Min Lin; Shirin Mohammadi; Nora Røhnebæk Aasen; Silius Mortensønn Vandeskog; Maria Thorkildsen; Anne Marthe Lundby; Alex Lenkoski; Morten Lillemo; Genotype-by-Environment interactions in Norwegian Barley: insights from a decade of multi-location trials , 2025. Poster
Silius Mortensønn Vandeskog; Efficient stochastic downscaling of daily temperature and precipitation from ERA5 to the station scale , 2025. Scientific lecture
Silius Mortensønn Vandeskog; Kamilla Wergeland; Thea Julie Thømt Roksvåg; C. Ole Wulff; Predicting streamflow and hydropower production with Long Short Term Memory models doi: https://www.hydrologiraadet.no/wp-content/uploads/2025/05/9-Kamilla-W-og-Silius-V.pptx , 2025. Lecture
Michael Scheuerer; Alex Lenkoski; Silius Mortensønn Vandeskog; Climate Aware Real Estate Pricing , 2025. Report
Michael Scheuerer; Frank Alexander Lenkoski; Silius Mortensønn Vandeskog; Climate Aware Real Estate Pricing NR-notat, 2025. Article journal
Silius Mortensønn Vandeskog; Magne Tommy Aldrin; Daniel Howell; Edvin Fuglebakk; Adding splines to the SAM model improves stock assessment Fisheries Research, vol. 288, pp. 11 11 , (ISSN 0165-7836 1872-6763 ), doi: https://doi.org/10.1016/j.fishres.2025.107461 , 2025. Scientific article
Silius Mortensønn Vandeskog; Magne Tommy Aldrin; Solveig Engebretsen; Leif Magne Sunde; Birger Venås; Sammenlikning av automatiske lusetellingssystemer under varierende miljøforhold Norsk Fiskeoppdrett, vol. 11, (ISSN 0332-7132 ), 2024. Article journal
Silius Mortensønn Vandeskog; Raphaël Huser; Oddbjørn Bruland; Sara Martino; Fast spatial simulation of extreme high-resolution radar precipitation data using integrated nested Laplace approximations Journal of the Royal Statistical Society, Series C (Applied Statistics), pp. 1 26 , (ISSN 0035-9254 1467-9876 ), doi: https://doi.org/10.1093/jrsssc/qlae074 , 2024. Scientific article
Silius Mortensønn Vandeskog; Slår fast: Store sprik for automatisk lusetelling , 2024. Media interview
Stephen Outten; Natalia Zazulie; Alex Lenkoski; Silius Mortensønn Vandeskog; Hazard Indices for Europe 2024. Scientific lecture
Silius Mortensønn Vandeskog; Sara Martino; Raphaël Huser; An efficient workflow for modelling high-dimensional spatial extremes Statistics and computing, pp. 0 , doi: https://doi.org/10.1007/s11222-024-10448-y , 2024. Scientific article
Silius Mortensønn Vandeskog; Postprocessing posteriors based on misspecified likelihoods 2024. Scientific lecture
Silius Mortensønn Vandeskog; Efficient high-dimensional modelling of temperature and extreme precipitation (ISSN 9788232674572 ), 2023. Doctor dissertat
Silius Mortensønn Vandeskog; Sara Martino; Raphaël Huser; Robust Modelling of high-dimensional spatial conditional extremes 2023. Poster
Silius Mortensønn Vandeskog; Sara Martino; Daniela Castro-Camilo; Håvard Rue; Modelling Sub-daily Precipitation Extremes with the Blended Generalised Extreme Value Distribution Journal of Agricultural Biological and Environmental Statistics, pp. 598 621 , doi: https://doi.org/10.1007/s13253-022-00500-7 , 2022. Scientific article
Silius Mortensønn Vandeskog; Thordis Linda Thorarinsdottir; Ingelin Steinsland; Finn Lindgren; Quantile based modeling of diurnal temperature range with the five-parameter lambda distribution Environmetrics, (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2719 , 2022. Scientific article
Silius Mortensønn Vandeskog; Sara Martino; Modelling spatial conditional extremes with R-INLA 2021. Scientific lecture
Silius Mortensønn Vandeskog; Sara Martino; Daniela Castro-Camilo; Håvard Rue; Modelling extreme short-term precipitation with the blended generalised extreme value distribution 2021. Scientific lecture
Silius Mortensønn Vandeskog; Sara Martino; Daniela Castro-Camilo; Modelling block maxima with the blended generalised extreme value distribution pp. 138 142 , 2021. Scientific chapter / article / conference article
Silius Mortensønn Vandeskog; Sara Martino; Examining the extremal dependence structure of precipitation in Norway 2020. Poster
Silius Mortensønn Vandeskog; Marion Haugen; Thordis Linda Thorarinsdottir; Evaluation of bias corrected precipitation output from the EURO-CORDEX climate ensemble (ISSN 9788253905570 ), , 2018. Report
Silius Mortensønn Vandeskog; Marion Haugen; Thordis Linda Thorarinsdottir; Evaluation of precipitation output from the EURO-CORDEX climate ensemble using E-OBS data (ISSN 9788253905556 ), , 2017. Report