The influence of aggregation and statistical post‐processing on the subseasonal predictability of European temperatures
Sign Up to like & getrecommendations! Published in 2020 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.3810
Abstract: The succession of European surface weather patterns has limited predictability because disturbances quickly transfer to the large-scale flow. Some aggregated statistics, however, such as the average temperature exceeding a threshold, can have extended predictability when… read more here.
Keywords: predictability; aggregation; post processing; statistical post ... See more keywords
Statistical post-processing of precipitation forecasts using circulation classifications and spatiotemporal deep neural networks
Sign Up to like & getrecommendations! Published in 2023 at "Hydrology and Earth System Sciences"
DOI: 10.5194/hess-27-1945-2023
Abstract: Abstract. Statistical post-processing techniques are widely used to reduce systematic biases and quantify forecast uncertainty in numerical weather prediction (NWP). In this study, we propose a method to correct the raw daily forecast precipitation by… read more here.
Keywords: post processing; statistical post; circulation; precipitation ... See more keywords