Michael W. Liemohn
Data Analysis for the Geosciences: Essentials of Uncertainty, Comparison, and Visualization
Data Analysis for the Geosciences: Essentials of Uncertainty, Comparison, and Visualization
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Data Analysis for the Geosciences: Essentials of Uncertainty, Comparison, and Visualization is a textbook for upper-level undergraduate STEM students that provides a comprehensive introduction to data analysis, visualization, and data-model comparisons. It is designed to be their statistics course in a degree program and offers a learning experience based on real data from the Earth, ocean, atmospheric, space, and planetary sciences. The textbook covers methods of data processing, introduces a wide range of analysis techniques, describes how to compare data with models, emphasizes applications rather than derivations, explains how to select appropriate statistics for meaningful decisions, explores the importance of the concept of uncertainty, and uses examples from real geoscience observations. The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity.
Format: Paperback / softback
Length: 448 pages
Publication date: 02 November 2023
Publisher: John Wiley & Sons Inc
Data Analysis for the Geosciences: Essentials of Uncertainty, Comparison, and Visualization is a comprehensive textbook designed specifically for upper-level undergraduate STEM students, serving as their statistics course within a degree program. This volume offers a thorough introduction to data analysis, visualization, and data-model comparisons and metrics, all within the context of the uncertainty surrounding the values. It provides a learning experience rooted in real data from various Earth, ocean, atmospheric, space, and planetary sciences.
About this volume:
Serves as an initial course in scientific data analysis and hypothesis testing
Focuses on the methods of data processing
Introduces a wide range of analysis techniques
Describes the various ways to compare data with models
Centers on applications rather than derivations
Explains how to select appropriate statistics for meaningful decisions
Explores the significance of the concept of uncertainty
Uses examples from real geoscience observations
Includes homework problems at the end of each chapter
The American Geophysical Union is dedicated to promoting discovery in Earth and space science for the benefit of humanity. Its publications serve as a vital dissemination platform for scientific knowledge, providing valuable resources for researchers, students, and professionals alike.
Weight: 907g
Dimension: 254 x 175 x 20 (mm)
ISBN-13: 9781119747871
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