Geodetic Time Series Analysis in Earth Sciences Jean-Philippe Montillet 3030217183 9783030217181

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Product details:

• ISBN 10: 3030217183
• ISBN 13: 9783030217181
• Author: Jean-Philippe Montillet

This book provides an essential appraisal of the recent advances in technologies, mathematical models and computational software used by those working with geodetic data. It explains the latest methods in processing and analyzing geodetic time series data from various space missions (i.e. GNSS, GRACE) and other technologies (i.e. tide gauges), using the most recent mathematical models. The book provides practical examples of how to apply these models to estimate seal level rise as well as rapid and evolving land motion changes due to gravity (ice sheet loss) and earthquakes respectively. It also provides a necessary overview of geodetic software and where to obtain them.

Table of contents:

1. The Art and Science of Trajectory Modelling

2. Introduction to Geodetic Time Series Analysis

3. Markov Chain Monte Carlo and the Application to Geodetic Time Series Analysis

4. Introduction to Dynamic Linear Models for Time Series Analysis

5. Fast Statistical Approaches to Geodetic Time Series Analysis

6. Least Squares Contribution to Geodetic Time Series Analysis

7. Modelling the GNSS Time Series: Different Approaches to Extract Seasonal Signals

8. Stochastic Modelling of Geophysical Signal Constituents Within a Kalman Filter Framework

9. Filtering of GPS Time Series Using Geophysical Models and Common Mode Error Analysis

10. Comparison of Spacewise and Timewise Methods for GRACE Gravity Field Recovery

11. Estimation of the Vertical Land Motion from GNSS Time Series and Application in Quantifying Sea-Level Rise

12. Time Series Analysis of Rapid GNSS Measurements for Quasi-static and Dynamic Bridge Monitoring

13. Conclusions and Future Challenges in Geodetic Time Series Analysis

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