13 citations · 15 across the 10 of their papers we have counts for
14 papers
Assessing present and future risk of water damage using building attributes, meteorology and topography
Claudio Heinrich-Mertsching, Jens Christian Wahl, Alba Ordonez +4
Weather-related risk makes the insurance industry inevitably concerned with climate and climate change. Buildings hit by pluvial flooding is a key manifestation of this risk, givin…
Validation of point process predictions with proper scoring rules
Claudio Heinrich-Mertsching, Thordis L. Thorarinsdottir, Peter Guttorp +1
We introduce a class of proper scoring rules for evaluating spatial point process forecasts based on summary statistics. These scoring rules rely on Monte-Carlo approximations of e…
Non-stationarity in Esbjerg sea-level returnlevels: Applications in climate change adaptation
Peter Thejll, Peter Guttorp, Martin Drews +4
Non-stationary time series modelling is applied to long tidal records from Esbjerg, Denmark, and coupled to climate change projections for sea-level and storminess, to produce proj…
Rapid adjustment and post-processing of temperature forecast trajectories
Nina Schuhen, Thordis Thorarinsdottir, Alex Lenkoski
Modern weather forecasts are commonly issued as consistent multi-day forecast trajectories with a time resolution of 1-3 hours. Prior to issuing, statistical post-processing is rou…
Multivariate postprocessing methods for high-dimensional seasonal weather forecasts
Claudio Heinrich, Kristoffer H. Hellton, Alex Lenkoski +1
Seasonal weather forecasts are crucial for long-term planning in many practical situations and skillful forecasts may have substantial economic and humanitarian implications. Curre…
New approach for stochastic downscaling and bias correction of daily mean temperatures to a high-resolution grid
Qifen Yuan, Thordis Thorarinsdottir, Stein Beldring +3
In applications of climate information, coarse-resolution climate projections commonly need to be downscaled to a finer grid. One challenge of this requirement is the modeling of s…