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Data Assimilation in the Presence of Forecast Bias: The GEOS Moisture Analysis
Publisher: American Meteorological Society
Abstract: The authors describe the application of the unbiased sequential analysis algorithm developed by Dee and da Silva to the Goddard Earth Observing System moisture analysis. The algorithm estimates the slowly varying, systematic ...
Maximum-Likelihood Estimation of Forecast and Observation Error Covariance Parameters. Part I: Methodology
Publisher: American Meteorological Society
Abstract: The maximum-likelihood method for estimating observation and forecast error covariance parameters is described. The method is presented in general terms but with particular emphasis on practical aspects of implementation. ...
The Choice of Variable for Atmospheric Moisture Analysis
Publisher: American Meteorological Society
Abstract: The implications of using different control variables for the analysis of moisture observations in a global atmospheric data assimilation system are investigated. A moisture analysis based on either mixing ratio or specific ...
Using Hough Harmonics to Validate and Assess Nonlinear shallow-Water Models
Publisher: American Meteorological Society
Abstract: The implementation of a technique for locating programming errors in shallow-water codes, establishing the correctness of the code, and assessing the performance of the numerical model under various flow conditions is ...
Maximum-Likelihood Estimation of Forecast and Observation Error Covariance Parameters. Part II: Applications
Publisher: American Meteorological Society
Abstract: Three different applications of maximum-likelihood estimation of error covariance parameters for atmospheric data assimilation are described. Height error standard deviations, vertical correlation coefficients, and isotropic ...
ERA-20C: An Atmospheric Reanalysis of the Twentieth Century
Publisher: American Meteorological Society
Abstract: he ECMWF twentieth century reanalysis (ERA-20C; 1900?2010) assimilates surface pressure and marine wind observations. The reanalysis is single-member, and the background errors are spatiotemporally varying, derived from ...
Recent advances in satellite data rescue
Publisher: American Meteorological Society
Abstract: tellite data rescue activities uncover dormant records of our recent past. Unavailable back then, powerful methods enable today to assess and utilize early images and soundings for climate studies.
Advancing Global and Regional Reanalyses
Publisher: American Meteorological Society