The High-Resolution Rapid Refresh (HRRR): an hourly updating convection-allowing forecast model. Part II: Forecast performance
EP James, CR Alexander, DC Dowell… - Weather and …, 2022 - journals.ametsoc.org
Abstract The High-Resolution Rapid Refresh (HRRR) is a convection-allowing
implementation of the Advanced Research version of the Weather Research and Forecast …
implementation of the Advanced Research version of the Weather Research and Forecast …
Increasing the accuracy and resolution of precipitation forecasts using deep generative models
Accurately forecasting extreme rainfall is notoriously difficult, but is also ever more crucial for
society as climate change increases the frequency of such extremes. Global numerical …
society as climate change increases the frequency of such extremes. Global numerical …
Influence of the characteristics of weather information in a thunderstorm-related power outage prediction system
Thunderstorms are one of the most damaging weather phenomena in the United States, but
they are also one of the least predictable. This unpredictable nature can make it especially …
they are also one of the least predictable. This unpredictable nature can make it especially …
The excessive rainfall outlook at the Weather Prediction Center: Operational definition, construction, and real-time collaboration
PC Burke, A Lamers, G Carbin… - Bulletin of the …, 2023 - journals.ametsoc.org
Abstract The Excessive Rainfall Outlook (ERO), issued operationally from the Weather
Prediction Center (WPC), serves the Weather and Water Enterprise and decision-makers …
Prediction Center (WPC), serves the Weather and Water Enterprise and decision-makers …
An experimental 1-km Warn-on-Forecast System for hazardous weather events
Abstract An experimental Warn-on-Forecast System (WoFS) ensemble data assimilation
(DA) and prediction system at 1-km grid spacing is developed and tested using two …
(DA) and prediction system at 1-km grid spacing is developed and tested using two …
Improving High-Resolution Ensemble Forecast (HREF) system mesoscale snowband forecasts with random forests
JT Radford, GM Lackmann - Weather and Forecasting, 2023 - journals.ametsoc.org
Mesoscale snowbands are impactful winter weather phenomena but are challenging to
predict due to small-scale forcings and ingredients. Previous work has established that even …
predict due to small-scale forcings and ingredients. Previous work has established that even …
Assessing variations in the predictive skill of ensemble snowband forecasts with object-oriented verification and self-organizing maps
JT Radford, GM Lackmann - Weather and Forecasting, 2023 - journals.ametsoc.org
We used object-oriented verification and self-organizing maps (SOMs) to identify patterns in
environmental parameters correlating with mesoscale snowband predictive skill by the High …
environmental parameters correlating with mesoscale snowband predictive skill by the High …
High-resolution observations of a destructive macroburst
SJ Childs, RS Schumacher… - Monthly Weather …, 2021 - journals.ametsoc.org
Shortly after 0600 UTC (midnight MDT) 9 June 2020, a rapidly intensifying and elongating
convective system produced a macroburst and extensive damage in the town of Akron on …
convective system produced a macroburst and extensive damage in the town of Akron on …
Short-term Precipitation Forecasting with Deep Neural Nets
ST Norling - 2023 - duo.uio.no
Weather systems are highly chaotic processes affected by both large-and small-scale
atmospheric variations. Precipitation forecasting is a long-studied and challenging task …
atmospheric variations. Precipitation forecasting is a long-studied and challenging task …
[PDF][PDF] Influence of the Characteristics of Weather Information in a Thunderstorm-Related Power Outage Prediction System. Forecasting 2021, 3, 541–560
Thunderstorms are one of the most damaging weather phenomena in the United States, but
they are also one of the least predictable. This unpredictable nature can make it especially …
they are also one of the least predictable. This unpredictable nature can make it especially …