Time Series Analysis in Seismology - 1st Edition - ISBN: 9780128149010, 9780128149027

Time Series Analysis in Seismology

1st Edition

Practical Applications

Authors: Alejandro Ramírez-Rojas Leonardo Di G. Sigalotti Elsa Leticia Flores Márquez Otto Rendón
Paperback ISBN: 9780128149010
eBook ISBN: 9780128149027
Imprint: Elsevier
Published Date: 3rd August 2019
Page Count: 404
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Description

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 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, making it a valuable tool for researchers and students working in seismology and geophysics.

Key Features

  • Presents the necessary tools for time series analysis as it relates to seismology in a compact and consistent manner
  • Includes a discussion of technical resources that can be applied to time series data analysis across multiple disciplines
  • Describes the methods and techniques available for solving problems related to the analysis of complex data sets
  • Provides exercises at the end of each chapter to enhance comprehension

Readership

Upper-level students and professionals in seismology and geophysics, as well as researchers and engineers from other fields that deal with time series analysis, including natural hazards, atmospheric and climate sciences, etc

Table of Contents

1. Overview of open problems in seismology
2. Stochastic processes
3. Fractal time series
4. Non-extensive statistics in time series: Tsallis theory.
5. Natural time analysis
6. Visibility graph analysis
7. Multiscale analysis in time series
8. Complexity measures
9. Challenges in seismology

Details

No. of pages:
404
Language:
English
Copyright:
© Elsevier 2020
Published:
3rd August 2019
Imprint:
Elsevier
Paperback ISBN:
9780128149010
eBook ISBN:
9780128149027

About the Author

Alejandro Ramírez-Rojas

Alejandro Ramírez-Rojas is a professor of the Area of Physics of Irreversible Processes at the Department of Basic Sciences, Autonomous Metropolitan University – Azcapotzalco (UAM-A), Mexico City, Mexico, and has a PhD in physics. His research focuses on time series analysis in geophysics with particular focus in seismology. He is involved with applications of spectral analysis, fractal and multifractal analysis, non-extensive statistics, visibility graphs, natural time domain, Allan factor, visual recurrence analysis, and complexity measures to real and synthetic seismicity.

Affiliations and Expertise

Professor, Department of Basic Sciences, Universidad Autonoma Metropolitana, Mexico

Leonardo Di G. Sigalotti

Leonardo Di G Sigalotti is a professor of the Area of Physics of Irreversible Processes at the Department of Basic Sciences, Autonomous Metropolitan University – Azcapotzalco (UAM-A), Mexico City, Mexico and has a PhD in Astrophysics. He studies computational fluid dynamics, multiphase and multicomponent compositional flows, nonlinear elasticity and granular media. His research also includes mathematical development and consistency analysis of particle methods, thermo-fluidics, and star formation processes.

Affiliations and Expertise

Professor, Department of Basic Sciences, Universidad Autonoma Metropolitana, Mexico

Elsa Leticia Flores Márquez

Elsa Leticia Flores Márquez is a researcher at the Institute of Geophysics, National Autonomous University of Mexico (UNAM), Mexico City, Mexico. She obtained a PhD in Earth Sciences from the Polytechnic Institute of Lorraine (INPL) in France. She has developed interdisciplinary studies of the Earth system, including approaches of tectonics, seismicity, geophysical exploration, hydrogeology, geothermics, impact craters and computational modeling of terrestrial systems in particular of aquifers, black oil and geothermal zones. She has been associate editor of Hydrology Journal and reviewer for several international and national journals: Hydrology Journal, Geophysical International, Geophysical Prospecting, Near Surface Geophysics, Geophysica Acta and Communications in Nonlinear Science and Numerical Simulation.

Affiliations and Expertise

Researcher, Institute of Geophysics, Universidad Nacional Autonoma de Mexico

Otto Rendón

Otto Rendon is a professor at the Department of Physics, Universidad de Carabobo, Valencia, Venezuela, and has a PhD in Physics. His research interests include statistical physics, time series analysis, distributions and generalized functions with applications to physics, mathematical development, and consistency analysis of particle methods.

Affiliations and Expertise

Professor, Department of Physics, Universidad de Carabobo, Venezuela

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