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Targeting Observations Using Singular Vectors
Publisher: American Meteorological Society
Abstract: Singular vectors with maximum energy at final time inside a verification area are used to identify the target area where extra observations should be taken, at an initial time, to reduce the forecast error inside the ...
Forecast Skill of Targeted Observations: A Singular-Vector-Based Diagnostic
Publisher: American Meteorological Society
Abstract: Targeted dropsonde data have been assimilated using the operational ECMWF four-dimensional variational data assimilation (4DVAR) system for 10 cases of the North Pacific Experiment (NORPEX) campaign, and their impact on ...
The Singular-Vector Structure of the Atmospheric Global Circulation
Publisher: American Meteorological Society
Abstract: The local phase-space instability Of the atmospheric global circulation is Characterized by its (nonmodal) singular vectors. The formalism of singular vector analysis is described. The relations between singular vectors, ...
Impact of Ensemble Size on Ensemble Prediction
Publisher: American Meteorological Society
Abstract: The impact of ensemble size on the performance of the European Centre for Medium-Range Weather Forecasts ensemble prediction system (EPS) is analyzed. The skill of ensembles generated using 2, 4, 8, 16, and 32 perturbed ...
Performance of the ECMWF and the BoM Ensemble Prediction Systems in the Southern Hemisphere
Publisher: American Meteorological Society
Abstract: The performance of two ensemble prediction systems, that of the European Centre for Medium-Range Weather Forecasts (EC-EPS) and that of the Australian Bureau of Meteorology (BM-EPS) are compared over the Southern Hemisphere ...
Finite-Time Instabilities of Lower-Stratospheric Flow
Publisher: American Meteorological Society
Abstract: The linear structures that produce the most in situ energy growth in the lower stratosphere for realistic wintertime flows are investigated using T21 and T42 calculations with the ECMWF 19-level forecast model. Significant ...
Singular Vectors: The Effect of Spatial Scale on Linear Growth of Disturbances
Publisher: American Meteorological Society
Abstract: The scale dependence of rapidly growing perturbations is investigated by studying the dominant singular vectors of T21 and T42 versions of the ECMWF model, which show the most linear energy growth in a 3-day period. A ...
The Skill of Probabilistic Precipitation Forecasts under Observational Uncertainties within the Generalized Likelihood Uncertainty Estimation Framework for Hydrological Applications
Publisher: American Meteorological Society
Abstract: A methodology for evaluating ensemble forecasts, taking into account observational uncertainties for catchment-based precipitation averages, is introduced. Probability distributions for mean catchment precipitation are ...
Probabilistic Predictions of Precipitation Using the ECMWF Ensemble Prediction System
Publisher: American Meteorological Society
Abstract: The forecast skill of the European Centre for Medium-Range Weather Forecasts Ensemble Prediction System (EPS) in predicting precipitation probabilities is discussed. Four seasons are analyzed in detail using signal detection ...
Reply to Comments by Wilson and by Juras
Publisher: American Meteorological Society