Data Analysis Methods in Physical Oceanography: Fourth and Revised Edition

Data Analysis Methods in Physical Oceanography: Fourth and Revised Edition
ISBN-10
0323993133
ISBN-13
9780323993135
Series
Data Analysis Methods in Physical Oceanography
Category
Science
Language
English
Published
2023-05-01
Publisher
Elsevier
Authors
William J. Emery, Richard E. Thomson

Description

Data Analysis Methods in Physical Oceanography, Fourth Edition provides a practical reference to established and modern data analysis techniques in earth and ocean sciences. In five sections, the book addresses data acquisition and recording, data processing and presentation, statistical methods and error handling, analysis of spatial data fields, and time series analysis methods. The updated edition includes new information on autonomous platforms and new analysis tools such as “deep learning and convolutional neural networks. A section on extreme value statistics has been added, and the section on wavelet analysis has been expanded. This book brings together relevant techniques and references recent papers where these techniques have been trialed. In addition, it presents valuable examples using physical oceanography data. For students, the sections on data acquisition are useful for a compilation of all the measurement methods. Includes content co-authored by scientists from academia and industry, both of whom have more than 30 years of experience in oceanographic research and field work Provides boxed worked examples that address typical data analysis problems, including examples with computer code (e.g. python code, MATLAB code) Presents brief summaries at the end of the more difficult sections to help readers looking for foundational information

Get the book

Amazon.com
Amazon.com
Search the book
eBay.com
eBay.com
Search the book

Other editions

Similar books