Call number:
M 23.95502
Description / Table of Contents:
"A comprehensive reference on data assimilation and inverse problems, and their applications across a broad range of geophysical disciplines, ideal for researchers and graduate students. It highlights the importance of data assimilation for understanding dynamical processes of the Earth and its space environment, and summarises recent advances".
Description / Table of Contents:
Cover -- Half-title page -- Series page -- Title page -- Copyright page -- Contents -- List of Contributors -- Preface -- Acknowledgements -- Part I Introduction -- 1 Inverse Problems and Data Assimilation in Earth Sciences -- 2 Emerging Directions in Geophysical Inversion -- 3 A Tutorial on Bayesian Data Assimilation -- 4 Third-Order Sensitivity Analysis, Uncertainty Quantification, Data Assimilation, Forward and Inverse Predictive Modelling for Large-Scale Systems -- Part II 'Fluid' Earth Applications: From the Surface to the Space -- 5 Data Assimilation of Seasonal Snow -- 6 Data Assimilation in Glaciology -- 7 Data Assimilation in Hydrological Sciences -- 8 Data Assimilation and Inverse Modelling of Atmospheric Trace Constituents -- 9 Data Assimilation of Volcanic Clouds: Recent Advances and Implications on Operational Forecasts -- 10 Data Assimilation in the Near-Earth Electron Radiation Environment -- Part III 'Solid' Earth Applications: From the Surface to the Core -- 11 Trans-Dimensional Markov Chain Monte Carlo Methods Applied to Geochronology and Thermochronology -- 12 Inverse Problems in Lava Dynamics -- 13 Data Assimilation for Real-Time Shake-Mapping and Prediction of Ground Shaking in Earthquake Early Warning -- 14 Global Seismic Tomography Using Time Domain Waveform Inversion -- 15 Solving Larger Seismic Inverse Problems with Smarter Methods -- 16 Joint and Constrained Inversion as Hypothesis Testing Tools -- 17 Crustal Structure and Moho Depth in the Tibetan Plateau from Inverse Modelling of Gravity Data -- 18 Geodetic Inversions and Applications in Geodynamics -- 19 Data Assimilation in Geodynamics: Methods and Applications -- 20 Geodynamic Data Assimilation: Techniques and Observables to Construct and Constrain Time-Dependent Earth Models -- 21 Understanding and Predicting Geomagnetic Secular Variation via Data Assimilation.
Type of Medium:
Monograph available for loan
Pages:
viii, 357 Seiten
,
Illustrationen, Diagramme, Karten
ISBN:
978-1-00-918040-5
Series Statement:
Special Publications of the International Union of Geodesy and Geophysics Series
Language:
English
Location:
Reading room
Branch Library:
GFZ Library
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