64 citations · 199 across the 8 of their papers we have counts for
6 papers · 1 filter
FireGen: Quantifying Wildfire Risk by Simulation
Allyson Hineman, William Kleiber, Stephan Sain +1
Wildfire regimes in Northern California exhibit strong spatio-temporal variability, heavy-tailed fire size distributions, and sensitivity to climatic conditions. We develop a hiera…
Stochastic Tropical Cyclone Precipitation Field Generation
William Kleiber, Stephan Sain, Luke Madaus +1
Tropical cyclones are important drivers of coastal flooding which have severe negative public safety and economic consequences. Due to the rare occurrence of such events, high spat…
Spatio-temporal exceedance locations and confidence regions
Joshua P. French, Stephan R. Sain
An exceedance region is the set of locations in a spatial domain where a process exceeds some threshold. Examples of exceedance regions include areas where ozone concentrations exc…
Parameter tuning for a multi-fidelity dynamical model of the magnetosphere
William Kleiber, Stephan R. Sain, Matthew J. Heaton +3
Geomagnetic storms play a critical role in space weather physics with the potential for far reaching economic impacts including power grid outages, air traffic rerouting, satellite…
A spatial analysis of multivariate output from regional climate models
Stephan R. Sain, Reinhard Furrer, Noel Cressie
Climate models have become an important tool in the study of climate and climate change, and ensemble experiments consisting of multiple climate-model runs are used in studying and…
Downscaling extremes: A comparison of extreme value distributions in point-source and gridded precipitation data
Elizabeth C. Mannshardt-Shamseldin, Richard L. Smith, Stephan R. Sain +2
There is substantial empirical and climatological evidence that precipitation extremes have become more extreme during the twentieth century, and that this trend is likely to conti…