Environmental Data Analysis with MATLAB or Python: Principles, Applications, and Prospects, 3rd edition

Environmental Data Analysis with MATLAB or Python is a new edition that expands fundamentally on the original with an expanded tutorial approach, more clear organization, new crib sheets, and problem sets providing a clear learning path for students and researchers working to analyze real data sets in the environmental sciences. The work teaches the basics of the underlying theory of data analysis and then reinforces that knowledge with carefully chosen, realistic scenarios, including case studies in each chapter.  Significant content in this text is devoted to teaching how the programs can be effectively used in an environmental data analysis setting. This new edition offers chapters that can both be used as self-contained resources or as a step-by-step guide for students, and is supplemented with data and scripts to demonstrate relevant use cases.

Key Features:

• Provides a clear learning path for researchers and students using data analysis techniques which build upon one another, choosing the right order of presentation to substantially aid the reader in learning material
• Includes crib sheets to summarize the most important data analysis techniques, results, procedures, and formulas and worked examples to demonstrate techniques
• Uses real-world environmental examples and case studies formulated using the readily-available software environment in MATLAB
• Completely updated and reorganized for better navigability
• Includes access to both an instructor site with exemplary lectures and solutions to problems and a supplementary site with MATLAB Live Scripts