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A General Method for Tracking Analysis and Its Application to Meteorological Data
Publisher: American Meteorological Society
Abstract: Recent interest in the validation of general circulation models (GCMS) has been devoted to objective methods. A small number of authors have used the direct synoptic identification of phenomena together with a statistical ...
Feature-Point Detection Using Distance Transforms: Application to Tracking Tropical Convective Complexes
Publisher: American Meteorological Society
Abstract: The identification, tracking, and statistical analysis of tropical convective complexes using satellite imagery is explored in the context of identifying feature points suitable for tracking. The feature points are determined ...
Feature Tracking on the Unit Sphere
Publisher: American Meteorological Society
Abstract: Techniques used in a previous study of the objective identification and tracking of meteorological features in model data are extended to the unit sphere. An alternative feature detection scheme is described based on cubic ...
Adaptive Constraints for Feature Tracking
Publisher: American Meteorological Society
Abstract: In this paper extensions to an existing tracking algorithm are described. These extensions implement adaptive tracking constraints in the form of regional upper-bound displacements and an adaptive track smoothness constraint. ...
Spherical Nonparametric Estimators Applied to the UGAMP Model Integration for AMIP
Publisher: American Meteorological Society
Abstract: The aim of this paper is essentially twofold: first, to describe the use of spherical nonparametric estimators for determining statistical diagnostic fields from ensembles of feature tracks on a global domain, and second, ...
Extension of Spherical Nonparametric Estimators to Nonisotropic Kernels: An Oceanographic Application
Publisher: American Meteorological Society
Abstract: In a recently published paper, spherical nonparametric estimators were applied to feature-track ensembles to determine a range of statistics for the atmospheric features considered. This approach obviates the types of bias ...
Confidence Intervals and Significance Tests for Spherical Data Derived from Feature Tracking
Publisher: American Meteorological Society
Abstract: A methodology is described that improves the efficiency with which statistical estimates of the distribution and mean attributes of dynamical weather systems, such as extratropical cyclones and tropical easterly waves, are ...
The Prediction of Northern Hemisphere Tropical Cyclone Extended Life Cycles by the ECMWF Ensemble and Deterministic Prediction Systems. Part I: Tropical Cyclone Stage
Publisher: American Meteorological Society
Abstract: his study has explored the prediction errors of tropical cyclones (TCs) in the European Centre for Medium-Range Weather Forecasts (ECMWF) Ensemble Prediction System (EPS) for the Northern Hemisphere summer period for five ...
A New Perspective on Southern Hemisphere Storm Tracks
Publisher: American Meteorological Society
Abstract: A detailed view of Southern Hemisphere storm tracks is obtained based on the application of filtered variance and modern feature-tracking techniques to a wide range of 45-yr European Centre for Medium-Range Weather Forecasts ...
Distribution and Statistics of African Mesoscale Convective Weather Systems Based on the ISCCP Meteosat Imagery
Publisher: American Meteorological Society
Abstract: This paper provides for the first time an objective short-term (8 yr) climatology of African convective weather systems based on satellite imagery. Eight years of infrared International Satellite Cloud Climatology ...
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