Eric P. James

Progress toward forecasting excessive rainfall with random forests based on a deterministic convection-allowing model

Machine learning applied to high-resolution numerical weather prediction forecasts is gaining popularity for prediction of high-impact weather events, but questions remain on how to design such systems. Building off prior work, we describe sensitivity experiments using a random forest (RF) system for excessive rainfa...