03568nam 2200673 a 450 991043795500332120200520144314.03-642-35088-710.1007/978-3-642-35088-7(CKB)2670000000371245(EBL)1106299(OCoLC)845328495(SSID)ssj0000898521(PQKBManifestationID)11564806(PQKBTitleCode)TC0000898521(PQKBWorkID)10919434(PQKB)11231255(DE-He213)978-3-642-35088-7(MiAaPQ)EBC1106299(PPN)17049053X(EXLCZ)99267000000037124520130603d2013 uy 0engur|n|---|||||txtccrData assimilation for atmospheric, oceanic and hydrologic applicationsVol. II /Seon Ki Park, Liang Xu, editors1st ed. 2013.Heidelberg ;New York Springerc20131 online resource (736 p.)Data assimilation for atmospheric, oceanic and hydrologic applications ;v. 2Description based upon print version of record.3-642-35087-9 Includes bibliographical references and index.A Review on the Theory and Methodologies of Estimation for Dynamical Systems -- Nudging Methods: A Critical Overview -- Markov Chain Monte Carlo Methods: Theory and Applications -- Information Content in Data Assimilation -- A Question of Adequacy of Observations in Variational Data Assimilation -- Quantifying Observation Impact for a Limited Area Atmospheric Forecast Model -- Skewness of the Prior through Position Errors and Its Impact on Data Assimilation -- Background Error Correlation Modeling with Diffusion Operator -- The Adjoint Sensitivity Guidance to Diagnosis and Tuning of Error Covariance Parameters -- Treating Nonlinearities in Data-Space Variational Assimilation -- Linearized Physics for Data Assimilation at ECMWF -- Recent Applications in Representer-Based Variational Data Assimilation. .This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.MeteorologyData processingOceanographyData processingHydrologyData processingMeteorologyObservationsOceanographyObservationsHydrologyObservationsMeteorologyData processing.OceanographyData processing.HydrologyData processing.MeteorologyObservations.OceanographyObservations.HydrologyObservations.551.015118Park Seon Ki1449242Xu Liang1759758MiAaPQMiAaPQMiAaPQBOOK9910437955003321Data assimilation for atmospheric, oceanic and hydrologic applications4198408UNINA