Series page - Series page

pp ii-ii

Applications of Data Assimilation and Inverse Problems in the Earth Sciences - Title page

pp iii-iii

Copyright page

pp iv-iv

Contents

pp v-vi

Contributors

pp vii-viii

Preface

pp ix-ix

Acknowledgements

pp x-x

Part I - Introduction

pp 1-76

1 - Inverse Problems and Data Assimilation in Earth Sciences

pp 3-8

2 - Emerging Directions in Geophysical Inversion

pp 9-26

3 - A Tutorial on Bayesian Data Assimilation

pp 27-48

4 - Third-Order Sensitivity Analysis, Uncertainty Quantification, Data Assimilation, Forward and Inverse Predictive Modelling for Large-Scale Systems

pp 49-76

Part II - ‘Fluid’ Earth Applications: From the Surface to the Space

pp 77-172

5 - Data Assimilation of Seasonal Snow

pp 79-92

6 - Data Assimilation in Glaciology

pp 93-111

7 - Data Assimilation in Hydrological Sciences

pp 112-130

7.6 - Appendix: Multivariate 1D-VAR Assimilation with an Adjoint

pp 124-130

8 - Data Assimilation and Inverse Modelling of Atmospheric Trace Constituents

pp 131-143

9 - Data Assimilation of Volcanic Clouds: Recent Advances and Implications on Operational Forecasts

pp 144-156

10 - Data Assimilation in the Near-Earth Electron Radiation Environment

pp 157-172

Part III - ‘Solid’ Earth Applications: From the Surface to the Core

pp 173-355

11 - Trans-Dimensional Markov Chain Monte Carlo Methods Applied to Geochronology and Thermochronology

pp 175-195

12 - Inverse Problems in Lava Dynamics

pp 196-208

13 - Data Assimilation for Real-Time Shake-Mapping and Prediction of Ground Shaking in Earthquake Early Warning

pp 209-219

14 - Global Seismic Tomography Using Time Domain Waveform Inversion

pp 220-238

15 - Solving Larger Seismic Inverse Problems with Smarter Methods

pp 239-251

16 - Joint and Constrained Inversion as Hypothesis Testing Tools

pp 252-264

17 - Crustal Structure and Moho Depth in the Tibetan Plateau from Inverse Modelling of Gravity Data

pp 265-277

18 - Geodetic Inversions and Applications in Geodynamics

pp 278-292