A Primer on Fourier Analysis for the Geosciences (Hardcover)

Time-series analysis is used to identify and quantify periodic features in datasets and has many applications across the geosciences, from analysing weather data, to solid-Earth geophysical modelling. This intuitive introduction provides a practical 'how-to' guide to basic Fourier theory, with a particular focus on Earth system applications. The book starts with a discussion of statistical correlation, before introducing Fourier series and building to the fast Fourier transform (FFT) and related periodogram techniques. The theory is illustrated with numerous worked examples using R datasets, from Milankovitch orbital-forcing cycles to tidal harmonics and exoplanet orbital periods. These examples highlight the key concepts and encourage readers to investigate more advanced time-series techniques. The book concludes with a consideration of statistical effect size and significance. This useful book is ideal for graduate students and researchers in the Earth system sciences who are looking for an accessible introduction to time-series analysis.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	February 2019
Authors:	Robin Crockett
Dimensions:	235 x 158 x 13mm (L x W x T)
Format:	Hardcover
Pages:	188
ISBN-13:	978-1-107-14288-6
Categories:	Books > Professional & Technical > Environmental engineering & technology > Environmental monitoring Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Books > Science & Mathematics > Physics > Applied physics & special topics > Geophysics Books > Science & Mathematics > Physics > Applied physics & special topics > Atmospheric physics Books > Earth & environment > Earth sciences > The hydrosphere > Oceanography (seas) Promotions
LSN:	1-107-14288-1
Barcode:	9781107142886

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