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Using Reforecasts to Improve Forecasting of Fog and Visibility for Aviation
Publisher: American Meteorological Society
Abstract: ifteen years of forecasts from the National Oceanic and Atmospheric Administration?s Second-Generation Global Medium-Range Ensemble Reforecast (GEFS/R) dataset were used to develop a statistical model that generates ...
Extreme Precipitation in Models: An Evaluation
Publisher: American Meteorological Society
Abstract: continental United States (CONUS)-wide framework for analyzing quantitative precipitation forecasts (QPFs) from NWP models from the perspective of precipitation return period (RP) exceedances is introduced using threshold ...
Reply to “Comments on ‘Flash Flood Verification: Pondering Precipitation Proxies’”
Publisher: American Meteorological Society
“Dendrology” in Numerical Weather Prediction: What Random Forests and Logistic Regression Tell Us about Forecasting Extreme Precipitation
Publisher: American Meteorological Society
Abstract: AbstractThree different statistical algorithms are applied to forecast locally extreme precipitation across the contiguous United States (CONUS) as quantified by 1- and 10-yr average recurrence interval (ARI) exceedances ...
Money Doesn't Grow on Trees, but Forecasts Do: Forecasting Extreme Precipitation with Random Forests
Publisher: American Meteorological Society
Abstract: AbstractApproximately 11 years of reforecasts from NOAA?s Second-Generation Global Ensemble Forecast System Reforecast (GEFS/R) model are used to train a contiguous United States (CONUS)-wide gridded probabilistic prediction ...
Probabilistic Verification of Storm Prediction Center Convective Outlooks
Publisher: American Meteorological Society
Abstract: AbstractEight years? worth of day 1 and 4.5 years? worth of day 2?3 probabilistic convective outlooks from the Storm Prediction Center (SPC) are converted to probability grids spanning the continental United States (CONUS). ...
Double Impact: When Both Tornadoes and Flash Floods Threaten the Same Place at the Same Time
Publisher: American Meteorological Society
Abstract: hile both tornadoes and flash floods individually present public hazards, when the two threats are both concurrent and collocated (referred to here as TORFF events), unique concerns arise. This study aims to evaluate the ...
Reply to “Comments on ‘Double Impact: When Both Tornadoes and Flash Floods Threaten the Same Place at the Same Time’”
Publisher: American Meteorological Society
A Hazard Multiple: Overlapping Tornado and Flash Flood Warnings in a National Weather Service Forecast Office in the Southeastern United States
Publisher: American Meteorological Society
From Random Forests to Flood Forecasts: A Research to Operations Success Story
Publisher: American Meteorological Society