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  • 1
    Keywords: Environmental sciences Mathematics. ; Mathematical optimization. ; Calculus of variations. ; Computer simulation. ; Oceanography. ; Mathematical Applications in Environmental Science. ; Calculus of Variations and Optimization. ; Computer Modelling. ; Ocean Sciences.
    Description / Table of Contents: Data Assimilation for Chaotic Dynamics -- Multifidelity Data Assimilation for Physical Systems -- Filtering with One-Step-Ahead Smoothing for Efficient Data Assimilation -- Sparsity-Based Kalman Filters for Data Assimilation -- Perturbations by the Ensemble Transform -- Stochastic Representations for Model Uncertainty in the Ensemble Data Assimilation System -- Second-Order Methods in Variational Data Assimilation -- Statistical Parameter Estimation for Observation Error Modelling: Application to Meteor Radars -- Observability Gramian and Its Role in the Placement of Observations in Dynamic Data Assimilation -- Placement of Observations for Variational Data Assimilation: Application to Burgers’ Equation and Seiche Phenomenon -- Analysis, Lateral Boundary, and Observation Impacts in a Limited Area Model -- An Overview of KMA’s Operational NWP Data Assimilation Systems.
    Abstract: 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 adaptive observations, sensitivity analysis, parameter estimation and AI applications. The book is useful to individual researchers as well as graduate students for a reference in the field of data assimilation.
    Type of Medium: Online Resource
    Pages: XXI, 705 p. 239 illus., 224 illus. in color. , online resource.
    Edition: 1st ed. 2022.
    ISBN: 9783030777227
    DDC: 333.7
    Language: English
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  • 2
    Online Resource
    Online Resource
    Cham :Springer International Publishing :
    Keywords: Atmospheric science. ; Geophysics. ; Water. ; Hydrology. ; Earth sciences. ; Geography. ; Atmospheric Science. ; Geophysics. ; Water. ; Earth and Environmental Sciences.
    Description / Table of Contents: 1. Operational Prediction Systems -- 2. Physical Parameterization and Optimization -- 3. Data Assimilation -- 4. Precipitation Systems: Mechanism and Forecast -- 5. High-Impact Weather Prediction.
    Abstract: This book describes the history, development, current status of numerical weather prediction (NWP), in both operational and research modes, and various applications of NWP models, which have been made by the scientists in East Asian countries. In particular, it introduces the major contributions to the worldwide NWP community achieved by East Asian scientists, including parameterizations, data assimilation techniques, parameter optimizations, and applications of the NWP models to improve the forecasts of high-impact weather systems in East Asia. This book provides both research scientists and graduate students with basic knowledge and insights on the development of NWP in East Asia. .
    Type of Medium: Online Resource
    Pages: XX, 581 p. 237 illus., 214 illus. in color. , online resource.
    Edition: 1st ed. 2023.
    ISBN: 9783031405679
    Series Statement: Springer Atmospheric Sciences,
    DDC: 551.5
    Language: English
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  • 3
    Call number: M 18.92011
    In: Data assimilation for atmospheric, oceanic and hydrologic applications
    Type of Medium: Monograph available for loan
    Pages: xix, 730 Seiten , Illustrationen
    ISBN: 978-3-642-35087-0
    Series Statement: Data assimilation for atmospheric, oceanic and hydrologic applications Vol. II
    Language: English
    Branch Library: GFZ Library
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  • 4
    Call number: M 18.92012
    In: Data assimilation for atmospheric, oceanic and hydrologic applications
    Description / Table of Contents: 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.
    Type of Medium: Monograph available for loan
    Pages: xxxvi, 553 Seiten , Illustrationen
    Edition: 1. Auflage
    Edition: Online edition Springer eBook Collection. Earth and Environmental Science
    ISBN: 978-3-319-43414-8
    Series Statement: Data assimilation for atmospheric, oceanic and hydrologic applications Vol. III
    Language: English
    Branch Library: GFZ Library
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