Environmental Data Analysis

with MATLAB or Python

Principles, Applications, and Prospects

Third Edition

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 both MATLAB® and Python

• Completely updated and expanded to include coverage of Python 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 LiveScripts and Python Notebooks.

Environmental Data Analysis with MATLAB and Python, Third Edition, 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. The new edition is expanded to include applications to Python, an open-source software environment. Significant content in Environmental Data Analysis with MATLAB and Python 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.