Heavy precipitation forecasts over Switzerland – An evaluation of bias-corrected ECMWF predictions
Sign Up to like & getrecommendations! Published in 2021 at "Weather and climate extremes"
DOI: 10.1016/j.wace.2021.100372
Abstract: Abstract Heavy precipitation episodes are particularly hazardous in mid-sized alpine catchments where runoff tends to increase rapidly after strong rainfall, leaving limited time for warning. A high-quality, unbiased forecast of heavy precipitation with long enough… read more here.
Keywords: bias corrected; lead times; precipitation forecasts; precipitation ... See more keywords
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Advances in Modeling Earth Systems"
DOI: 10.1029/2022ms003120
Abstract: Despite continuous improvements, precipitation forecasts are still not as accurate and reliable as those of other meteorological variables. A major contributing factor to this is that several key processes affecting precipitation distribution and intensity occur… read more here.
Keywords: generative deep; high resolution; resolution; precipitation forecasts ... See more keywords