Time Series Analysis in Seismology: Practical Applications

Time Series Analysis in Seismology: Practical Applications provides technical assistance and coverage of available methods to professionals working in the field of seismology. Beginning with a thorough review of open problems in geophysics, including tectonic plate dynamics, localization of solitons, and forecasting, the book then goes on to describe the various types of time series or punctual processes obtained from those systems. Additionally, the book describes a variety of methods and techniques relating to seismology and includes a discussion of future developments and improvements. Time Series Analysis in Seismology offers a concise presentation of the most recent advances in the analysis of geophysical data, particularly with regard to seismology, through the use of time series, making it a valuable tool for researchers and students working in seismology and geophysics. Provides the necessary tools for time series analysis as it relates to seismology in a compact and consistent mannerIncludes discussion of technical resources that can be applied to time series data analysis across multiple disciplinesDescribes methods and techniques available for solving problems related to the analysis of complex data setsIncludes exercises at the end of each chapter to enhance understanding of concepts INDICE: 1. Overview of open problems in seismology 2. Fractals and multifractals 3. Non-extensive statistics in time series 4. Visibility graphs 5. Natural time domains in time series 6. Multiscale analysis 7. Complexity measures 8. Future developments

• ISBN: 978-0-12-814901-0
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 430
• Fecha Publicación: 01/06/2019
• Nº Volúmenes: 1
• Idioma: Inglés