Peter B. Gibson

Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation

Global Climate Models (GCMs) simulate low resolution climate projections on a global scale. The native resolution of GCMs is generally too low for societal-level decision-making. To enhance the spatial resolution, downscaling is often applied to GCM output. Statistical downscaling techniques, in par…