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Daryl T. Kleist

Researcher at National Oceanic and Atmospheric Administration

Publications -  32
Citations -  6404

Daryl T. Kleist is an academic researcher from National Oceanic and Atmospheric Administration. The author has contributed to research in topics: Data assimilation & Global Forecast System. The author has an hindex of 16, co-authored 26 publications receiving 5517 citations. Previous affiliations of Daryl T. Kleist include Science Applications International Corporation & University of Maryland, College Park.

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Introduction of the GSI into the NCEP Global Data Assimilation System

TL;DR: The Gridpoint Statistical Interpolation (GSI) as mentioned in this paper was developed at the Environmental Modeling Center at NCEP as part of an effort to create a more unified, robust, and efficient analysis scheme.
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GSI 3DVar-Based Ensemble-Variational Hybrid Data Assimilation for NCEP Global Forecast System: Single-Resolution Experiments

TL;DR: In this article, an ensemble Kalman filter-variational hybrid data assimilation system based on the gridpoint statistical interpolation (GSI) 3DVar system was developed, which was investigated using the National Centers for Environmental Prediction (NCEP) Global Forecast System model.
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An OSSE-Based Evaluation of Hybrid Variational–Ensemble Data Assimilation for the NCEP GFS. Part II: 4DEnVar and Hybrid Variants

TL;DR: It is found that by going from 3D to 4D, analysis error is reduced for most variables and levels and the inclusion of a time-invariant static covariance when used without a normal mode–based strong constraint is found to have a small, positive impact on the analysis.