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  • Books  (17)
  • Berlin [u.a.] : Springer  (14)
  • Heidelberg [u.a.] : Spektrum Akad. Verl.  (3)
  • Mathematics  (17)
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  • Books  (17)
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  • 1
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 10.0111
    Description / Table of Contents: Data Assimilation comprehensively covers data assimilation and inverse methods, including both traditional state estimation and parameter estimation. This text and reference focuses on various popular data assimilation methods, such as weak and strong constraint variational methods and ensemble filters and smoothers. It is demonstrated how the different methods can be derived from a common theoretical basis, as well as how they differ and/or are related to each other, and which properties characterize them, using several examples.It presents the mathematical framework and derivations in a way which is common for any discipline where dynamics is merged with measurements. The mathematics level is modest, although it requires knowledge of basic spatial statistics, Bayesian statistics, and calculus of variations. Readers will also appreciate the introduction to the mathematical methods used and detailed derivations, which should be easy to follow, are given throughout the book. The codes used in several of the data assimilation experiments are available on a web page.The focus on ensemble methods, such as the ensemble Kalman filter and smoother, also makes it a solid reference to the derivation, implementation and application of such techniques. Much new material, in particular related to the formulation and solution of combined parameter and state estimation problems and the general properties of the ensemble algorithms, is available here for the first time. Table of contens: ntroduction.- Statistical definitions.- Analysis scheme.- Sequential data assimilation.- Variational inverse problems.- Nonlinear variational inverse problems.- Probabilistic formulation.- Generalized Inverse.- Ensemble methods.- Statistical optimization.- Sampling strategies for the EnKF.- Model errors.- Square root analysis schemes.- Rank issues.- An ocean prediction system.- Estimation in an oil reservoir simulator.- Other EnKF issues.
    Type of Medium: Monograph available for loan
    Pages: X, 279 S. , 11 schw.-w. Ill., 52 farb. Ill., 1 farb. Fotos, 11 schw.-w. graph. Darst., 51 farb. graph. Darst., 7 schw.-w. Tab , 235 mm x 155 mm
    Edition: 2nd ed.
    ISBN: 9783642037108
    Classification:
    Mathematics
    Note: Erscheinungsjahr in Vorlageform:2009
    Location: Reading room
    Branch Library: GFZ Library
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  • 2
    Call number: 19/M 03.0289
    In: Lecture notes in mathematics
    Type of Medium: Monograph available for loan
    Pages: viii, 183 S.
    ISBN: 3540440062
    Series Statement: Lecture notes in mathematics 1792
    Classification:
    Mathematics
    Location: Lower compact magazine
    Branch Library: GFZ Library
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  • 3
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 03.0290
    Type of Medium: Monograph available for loan
    Pages: 256 S. + 1 Beil.
    ISBN: 3540422021
    Classification:
    Mathematics
    Location: Reading room
    Branch Library: GFZ Library
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  • 4
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 04.0195
    Description / Table of Contents: Contents: Arithmetics.- Functions.- Geometry.- Linear Algebra.- Algebra and Discrete Mathematics.- Differentiation.-Infinite Series.- Integral Calculus.- Differential Equations.- Calculus of Variations.- Linear Integral Equations.- Functional Analysis.- Vector Analysis and Vector Fields.- Functional Theory.- Integral Transformations.- Probability Theory and Mathematical Statistics.- Dynamical Systems and Chaos.- Optimization.- Numerical Analysis.- Computer Algebra Systems.
    Type of Medium: Monograph available for loan
    Pages: XLII, 1153 S.
    Edition: 4th ed.
    ISBN: 354062130X
    Classification:
    Mathematics
    Location: Reading room
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  • 5
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: M 03.0497
    Type of Medium: Monograph available for loan
    Pages: IX, 272 S.
    ISBN: 3540434526
    Classification:
    Mathematics
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 6
    Monograph available for loan
    Monograph available for loan
    Heidelberg [u.a.] : Spektrum Akad. Verl.
    Call number: 19/M 10.0113
    Type of Medium: Monograph available for loan
    Pages: VII, 488 S. , 25 cm
    ISBN: 3827400112
    Uniform Title: Spravočnik po linejnym differencial'nym uravnenijam
    Classification:
    Mathematics
    Language: German
    Location: Reading room
    Branch Library: GFZ Library
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  • 7
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 11.0075 ; PIK M 102-11-0134
    Type of Medium: Monograph available for loan
    Pages: XVII, 392 S. , Ill., graph. Darst. , 235 mm x 155 mm
    ISBN: 3540729364 , 978-3-540-72936-5
    Classification:
    Mathematics
    Location: Reading room
    Location: A 18 - must be ordered
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    Branch Library: PIK Library
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  • 8
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 14.0138
    Description / Table of Contents: Contents: Wahrscheinlichkeit.- Zufallsgrößen und Verteilungen.- Klassisches Schätzen.- Klassisches Testen.- Die Posterioriverteilung.- Bayessches Schätzen.- Bayessches Testen.- Drei historische Fälle.- A. Standardnormalverteilung
    Type of Medium: Monograph available for loan
    Pages: XI, 166 S. , 30 schw.-w. Ill. , 240 mm x 168 mm
    Edition: Aufl. 2014
    ISBN: 9783642543845
    Series Statement: Springer-Lehrbuch
    Classification:
    Mathematics
    Location: Reading room
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  • 9
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 07.0312
    Type of Medium: Monograph available for loan
    Pages: XV, 411 S. , graph. Darst.
    Edition: 2nd ed.
    ISBN: 3540165142 , 0-387-16514-2
    Series Statement: Topics in current physics 7
    Classification:
    Mathematics
    Location: Reading room
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  • 10
    Call number: 16/M 04.0255
    Description / Table of Contents: The book unifies classical continuum mechanics and turbulence modeling, i.e. the same fundamental concepts are used to derive model equations for material behaviour and turbulence closure and complements these with methods of dimensional analysis. The intention is to equip the reader with the ability to understand the complex nonlinear modeling in material behaviour and turbulence closure as well as to derive or invent his own models. Examples are mostly taken from environmental physics and geophysics.
    Type of Medium: Monograph available for loan
    Pages: XV, 635 S. , Ill
    ISBN: 3540206191
    Series Statement: Physics and astronomy online library
    Classification:
    Mathematics
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 11
    Call number: 19/N 11.0038/1-2
    Description / Table of Contents: Geomathematics is becoming increasingly important. The 'Handbook of Geomathematics' is a central reference work and fills the gap of a basic reference work in this area. The contributions are well-structured and informative
    Pages: Vol. 1-2
    ISBN: 9783642015472
    Series Statement: Springer reference
    Classification:
    Mathematics
    Note: Online-Ausg.: Handbook of GeoMathematics
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  • 12
    Call number: M 11.0224
    Description / Table of Contents: Content: Part A Theory.- 1. Data Assimilation and Information.- 2. Mathematical Concepts of Data Assimilation.- 3. Variational Assimilation.- 4. Ensemble Kalman Filter: Status and Potential.- 5. Error Statistics in Data Assimilation: Estimation and Modelling.- 6. Bias Estimation.- 7. The Principle of Energetic Consistency in Data Assimilation.- 8. Evaluation of Assimilation Algorithms.- .9 Initialization.- Part B Observations.- 10.The Global Observing System.- 11. Assimilation of Operational Data.- 12. Research Satellites.- Part C Meteorology and Atmospheric Dynmaics.- 13. General Concepts in Meteorology and Dynamics.- 14. The Role of the Model in the Data Assimilation System.- 15. Numerical Weather Prediction.- Part D Atmospheric Chemistry.- 16. Introduction to Atmospheric Chemistry and Constituent Transport.- 17. Representation and Modelling of Uncertainties in Chemistry and Transport Models.- 18. Constituent Assimilation.- 19. Inverse Modelling and Combined State-source Estimation for Chemical Weather.- Part E Wider Applications.- 20. Ocean Data Assimilation.- 21. Land Surface Data Assimilation.- 22. Assimilation of GPS Soundings in Ionospheric Models.- Part F The Longer View.- 23. Reanalysis: Data Assimilation for Scientific Investigation of Climate.- 24. Observing System Simulation Experiments.- 25 Data Assimilation for Other Planets,- Appendix.- Index
    Type of Medium: Monograph available for loan
    Pages: xiv, 718 S. , Ill., graph. Darst., Kt.
    ISBN: 9783540747024
    Classification:
    Mathematics
    Location: Upper compact magazine
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  • 13
    Monograph available for loan
    Monograph available for loan
    Heidelberg [u.a.] : Spektrum Akad. Verl.
    Call number: M 10.0114
    Type of Medium: Monograph available for loan
    Pages: 208 S.
    ISBN: 3860256726
    Series Statement: Analysis / Erich Martensen 4
    Classification:
    Mathematics
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 14
    Call number: 19/M 12.0303 ; M 12.0304
    Description / Table of Contents: The overall aim of the book is to introduce students to the typical course followed by a data analysis project in earth sciences. A project usually involves searching relevant literature, reviewing and ranking published books and journal articles, extracting relevant information from the literature in the form of text, data, or graphs, searching and processing the relevant original data using MATLAB, and compiling and presenting the results as posters, abstracts, and oral presentations using graphics design software. The text of this book includes numerous examples on the use of internet resources, on the visualization of data with MATLAB, and on preparing scientific presentations. As with its sister book MATLAB Recipes for Earth Sciences-3rd Edition (2010), which demonstrates the use of statistical and numerical methods on earth science data, this book uses state-of-the art software packages, including MATLAB and the Adobe Creative Suite, to process and present geoscientific information collected during the course of an earth science project. The book's supplementary electronic material (available online through the publisher's website) includes color versions of all figures, recipes with all the MATLAB commands featured in the book, the example data, exported MATLAB graphics, and screenshots of the most important steps involved in processing the graphics.
    Type of Medium: Monograph available for loan
    Pages: XI, 292 S. , 100 schw.-w. Ill., 25 farb. Ill. , 235 mm x 155 mm
    ISBN: 9783642325434
    Classification:
    Mathematics
    Location: Reading room
    Location: Upper compact magazine
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    Branch Library: GFZ Library
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  • 15
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 07.0330 ; PIK M 311-08-0264
    Description / Table of Contents: Contents: Statistical Concepts.- Statistical Methods.- Bayesian Methods.- Analysis of Time Series.- Rule Induction.- Neural Networks.- Fuzzy Logic.- Stochastic Search Methods.- Systems and Applications.
    Type of Medium: Monograph available for loan
    Pages: XI, 514 S. , Ill., graph. Darst.
    Edition: 2nd rev. and extended ed.
    ISBN: 3540430601
    Classification:
    Mathematics
    Location: Reading room
    Location: A 18 - must be ordered
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    Branch Library: PIK Library
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  • 16
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 07.0331
    Description / Table of Contents: Contents: 1 Introduction.- 2 Probability.- 3 Parameter Estimation, Confidence Regions and Hypothesis Testing.- 4 Linear Model.- 5 Special Models and Applications.- 6 Numerical Methods.
    Type of Medium: Monograph available for loan
    Pages: XII, 249 S.
    Edition: 2nd., updated and enlarged Ed.
    ISBN: 9783540727231
    Classification:
    Mathematics
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  • 17
    Monograph available for loan
    Monograph available for loan
    Heidelberg [u.a.] : Spektrum Akad. Verl.
    Call number: 19/M 08.0046
    Type of Medium: Monograph available for loan
    Pages: 1353 S.
    ISBN: 3860253980
    Classification:
    Mathematics
    Location: Reading room
    Branch Library: GFZ Library
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