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Three-Dimensional Covariance Functions for NOGAPS Data
Publisher: American Meteorological Society
Abstract: Height innovation data for a 2-month period from NOGAPS was analyzed to obtain height prediction and observation error covariances. Different methods of weighting the data in least squares approximations of the spatial ...
Sensitivity of the Error in Multivariate Statistical Interpolation to Parameter Values
Publisher: American Meteorological Society
Abstract: The sensitivity of multivariate optimum interpolation to variations in values of its parameters is investigated, including missing observation values. The influence of observation error misspecification and parameters in ...
Sources of Error in Objective Analysis
Publisher: American Meteorological Society
Abstract: The errors in objective analysis methods that are based on corrections to first-guess fields are considered. An expression that gives a decomposition of an error into three independent components is derived. To test the ...
Statistical Interpolation by Iteration
Publisher: American Meteorological Society
Abstract: An iterative (successive correction) method for objective analysis due to Bratseth is considered. The method converges to the statistical interpolation result in the limit. The properties of the scheme and a variant of it ...
Vertical Correlation Functions for Temperature and Relative Humidity Errors
Publisher: American Meteorological Society
Abstract: This article gives the details and results of an investigation into the properties of the temperature and relative humidity errors from the Navy Operational Global Atmospheric Prediction System for a 4-month period from ...
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