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On Using “Climatology” as a Reference Strategy in the Brier and Ranked Probability Skill Scores
Publisher: American Meteorological Society
Abstract: The Brier and ranked probability skill scores are widely used as skill metrics of probabilistic forecasts of weather and climate. As skill scores, they compare the extent to which a forecast strategy outperforms a (usually ...
The 1997/98 Summer Rainfall Season in Southern Africa. Part II: Model Simulations and Coupled Model Forecasts
Publisher: American Meteorological Society
Abstract: This is the second of a two-part investigation of rainfall in southern Africa during the strong El Niño of 1997/98. In Part I it was shown that widespread drought in southern Africa, typical of past El Niño events occurring ...
The 1997–98 Summer Rainfall Season in Southern Africa. Part I: Observations
Publisher: American Meteorological Society
Abstract: Following the onset of the strong El Niño of 1997?98 historical rainfall teleconnection patterns and dynamical model predictions both suggested an enhanced likelihood of drought for southern Africa, but widespread dry ...
Probabilistic Precipitation Anomalies Associated with ENSO
Publisher: American Meteorological Society
Abstract: Extreme phases of the El Niño?Southern Oscillation (ENSO) phenomenon have been blamed for precipitation anomalies in many areas of the world. In some areas the probability of above?normal precipitation may be increased ...
The Generalized Discrimination Score for Ensemble Forecasts
Publisher: American Meteorological Society
Abstract: his article refers to the study of Mason and Weigel, where the generalized discrimination score D has been introduced. This score quantifies whether a set of observed outcomes can be correctly discriminated by the corresponding ...
Forecasts of Near-Global Sea Surface Temperatures Using Canonical Correlation Analysis
Publisher: American Meteorological Society
Abstract: The skill of global-scale sea surface temperature forecasts using a statistically based linear forecasting technique is investigated. Canonical variates are used to make monthly sea surface temperature anomaly forecasts ...
Comparison of Some Statistical Methods of Probabilistic Forecasting of ENSO
Publisher: American Meteorological Society
Abstract: Numerous models have been developed in recent years to provide predictions of the state of the El Niño?Southern Oscillation (ENSO) phenomenon. Predictions of the ENSO phenomenon are usually presented in deterministic form, ...
Conditional Probabilities, Relative Operating Characteristics, and Relative Operating Levels
Publisher: American Meteorological Society
Abstract: The relative operating characteristic (ROC) curve is a highly flexible method for representing the quality of dichotomous, categorical, continuous, and probabilistic forecasts. The method is based on ratios that measure ...
A Generic Forecast Verification Framework for Administrative Purposes
Publisher: American Meteorological Society
Abstract: There are numerous reasons for calculating forecast verification scores, and considerable attention has been given to designing and analyzing the properties of scores that can be used for scientific purposes. Much less ...
Evaluation of IRI’s Seasonal Climate Forecasts for the Extreme 15% Tails
Publisher: American Meteorological Society
Abstract: his paper evaluates the quality of real-time seasonal probabilistic forecasts of the extreme 15% tails of the climatological distribution of temperature and precipitation issued by the International Research Institute for ...