Data Analysis Methods in Physical Oceanography

ISBN-13: 9780123877826 / Angielski / Miękka / 2014 / 728 str.

Richard E Thomson

Opis

Data Analysis Methods in Physical Oceanography, Third Edition is a practical reference to established and modern data analysis techniques in earth and ocean sciences. Its five major sections address data acquisition and recording, data processing and presentation, statistical methods and error handling, analysis of spatial data fields, and time series analysis methods. The revised Third Edition updates the instrumentation used to collect and analyze physical oceanic data and adds new techniques including Kalman Filtering. Additionally, the sections covering spectral, wavelet, and harmonic analysis techniques are completely revised since these techniques have attracted significant attention over the past decade as more accurate and efficient data gathering and analysis methods.

• Completely updated and revised to reflect new filtering techniques and major updating of the instrumentation used to collect and analyze data
• Co-authored by scientists from academe and industry, both of whom have more than 30 years of experience in oceanographic research and field work
• Significant revision of sections covering spectral, wavelet, and harmonic analysis techniques
• Examples address typical data analysis problems yet provide the reader with formulaic "recipes" for working with their own data
• Significant expansion to 350 figures, illustrations, diagrams and photos

Recenzje

Reviews of the Second Edition:"This book is the most comprehensive and practical source of information on data analysis methods available to the physical oceanographer. The reader gets the benefit of extremely broad coverage and an excellent set of examples drawn from geographical observations." --Oceanography

Spis treści

1. Data Acquisition and Recording2. Data Processing and Presentation3. Statistical Methods and Error Handling4. The Spatial Analyses of Data Fields5. Time-series Analysis Methods6. Digital Filters

Appendix A: Units in physical oceanographyAppendix B: Glossary of statistical terminologyAppendix C: Means, variances and moment-generating functions for some common continuous variablesAppendix D: Statistical tablesAppendix E: Correlation coefficients at the 5% and 1% levels of significance for various degrees of freedom vAppendix F: Approximations and nondimensional numbers in physical oceanographyAppendix G: Convolution

O autorze

Richard E. Thomson is a researcher in coastal and deep-sea physical oceanography within the Ocean Sciences Division. Coastal oceanographic processes on the continental shelf and slope including coastally trapped waves, upwelling and baroclinic instability; hydrothermal venting and the physics of buoyant plumes; linkage between circulation and zooplankton biomass aggregations at hydrothermal venting sites; analysis and modelling of landslide generated tsunamis; paleoclimate using tree ring records and sediment cores from coastal inlets and basins. William (Bill) Emery worked as a professor in Aerospace Engineering Sciences at the University of Colorado from 1987, prior to which he worked in the University of British Columbia where he created a Satellite Oceanography education/research program. He has authored over 220-refereed publications and 4 textbooks in addition to having given 200 conference papers. He is a fellow of: the IEEE (2002), the American Meteorological Society (2010), the American Astronautical Society (2011) and the American Geophysical Union (2012). He was recently elected to the IEEE TAB Hall of Honor (2020). In 2022 he received the GRSS Fawaz Ulaby Distinguised Achievement Award.