Primer on Fourier Analysis for the Geosciences

Informationen zum Autor Robin Crockett is Reader in Data Analysis in the Faculty of Arts, Science and Technology at the University of Northampton. He is a member of the Institute of Mathematics and its Applications (IMA) and the Institute of Physics (IOP) and holds Chartered Scientist Status. He specialises in investigating periodic, recurrent and anomalous features in data, and has led a highly successful short course on Fourier analysis at the European Geosciences Union General Assembly for many years. Klappentext An intuitive introduction to basic Fourier theory, with numerous practical applications from the geosciences and worked examples in R. Inhaltsverzeichnis Preface; Acknowledgments; 1. What is Fourier analysis; 2. Covariance-based approaches; 3. Fourier series; 4. Fourier transforms; 5. Using the FFT to identify periodic features in time-series; 6. constraints on the FFT; 7. Stationarity and spectrograms; 8. Noise in time-series; 9. Periodograms and significance; Appendix A. DFT matrices and symmetries; Appendix B. Simple spectrogram code; Further reading and online resources; References; Index.

Product details

• Authors: Robin Crockett, Robin (University of Northampton) Crockett, CROCKETT ROBIN
• Publisher: Cambridge University Press ELT
• Languages: English
• Product format: Hardback
• Released: 31.03.2019
• EAN: 9781107142886
• ISBN: 978-1-107-14288-6
• No. of pages: 188
• Subjects: Natural sciences, medicine, IT, technology > Geosciences; Geophysics, SCIENCE / Earth Sciences / General, Atmospheric physics, Mathematical modelling, Environmental Monitoring, Oceanography (seas and oceans), Oceanography (seas)