Time Series Analysis in Seismology: Practical Applications
Autor Alejandro Ramírez-Rojas, Leonardo Di G. Sigalotti, Otto Rendón, Elsa Leticia Flores Márquezen Limba Engleză Paperback – 2 aug 2019
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.
- 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
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Specificații
ISBN-13: 9780128149010
ISBN-10: 0128149019
Pagini: 404
Dimensiuni: 191 x 235 x 23 mm
Greutate: 0.69 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128149019
Pagini: 404
Dimensiuni: 191 x 235 x 23 mm
Greutate: 0.69 kg
Editura: ELSEVIER SCIENCE
Public țintă
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, etcCuprins
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