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A General Analytic Method for Assessing Sensitivity to Bias of Performance Measures for Dichotomous Forecasts
Publisher: American Meteorological Society
Abstract: Performance measures computed from the 2 ? 2 contingency table of outcomes for dichotomous forecasts are sensitive to bias. The method presented here evaluates how the probability of detection (POD) must change as bias ...
Revisiting an Old Concept: The Gradient Wind
Publisher: American Meteorological Society
Abstract: he gradient wind is defined as a horizontal wind having the same direction as the geostrophic wind but with a magnitude consistent with a balance of three forces: the pressure gradient force, the Coriolis force, and the ...
The Response of Performance Metrics for Binary Forecasts to Hedging that Approaches Random Change
Publisher: American Meteorological Society
Abstract: Critical performance ratio (CPR) expressions for the eight conditional probabilities associated with the 2 ? 2 contingency table of outcomes for binary (dichotomous ?yes? or ?no?) forecasts are derived. Two are shown to ...
Applying a General Analytic Method for Assessing Bias Sensitivity to Bias-Adjusted Threat and Equitable Threat Scores
Publisher: American Meteorological Society
Abstract: Bias-adjusted threat and equitable threat scores were designed to account for the effects of placement errors in assessing the performance of under- or overbiased forecasts. These bias-adjusted performance measures exhibit ...
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Publisher: American Meteorological Society
A Comparison of Two Methods for Bias Correcting Precipitation Skill Scores
Publisher: American Meteorological Society
Abstract: A fair comparison of quantitative precipitation forecast (QPF) products from multiple forecast sources using performance metrics based on a 2 ? 2 contingency table with assessment of statistical significance of differences ...
Evolution of Slantwise Vertical Motions in NCEP’s Mesoscale Eta Model
Publisher: American Meteorological Society
Abstract: Numerical forecasts from the National Centers for Environmental Prediction?s mesoscale version of the ? coordinate?based model, hereafter referred to as MESO, have been analyzed to study the roles of conditional symmetric ...
A Model-Based Diagnostic Study of the Rapid Development Phase of the Presidents's Day Cyclone
Publisher: American Meteorological Society
Abstract: A model simulation of the rapid development phase of the Presidents' Day cyclone of 19 February 1979 is analyzed in an effort to complement and extend a diagnostic analysis based only on 12-h radiosonde data over the ...
Using Percentiles to Communicate Snowfall Uncertainty
Publisher: American Meteorological Society
Abstract: n objective technique to determine forecast snowfall ranges consistent with the risk tolerance of users is demonstrated. The forecast snowfall ranges are based on percentiles from probability distribution functions that ...
Applying a Divisive Clustering Algorithm to a Large Ensemble for Medium-Range Forecasting at the Weather Prediction Center
Publisher: American Meteorological Society
Abstract: his article explores the potential advantages of using a clustering approach to distill information contained within a large ensemble of forecasts in the medium-range time frame. A divisive clustering algorithm based on ...