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

Environmental Data Analysis with MATLAB, 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, Third Edition 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.

《MATLAB 環境數據分析，第三版》是一本新版書籍，基於原版進行了重大擴充，採用了擴展的教學方法、更清晰的組織結構、新的小抄和問題集，為學生和研究人員提供了一條清晰的學習路徑，用於分析環境科學中的真實數據集。該書首先教授數據分析的基本理論，然後通過精心選擇的實際情境加以強化，每章還包括案例研究。新版還擴展了應用到 Python 的內容，Python 是一個開源軟件環境。

《MATLAB 環境數據分析，第三版》的重要內容致力於教授如何在環境數據分析中有效使用這些程序。這本新版書籍提供了可以作為獨立資源或學生逐步指南的章節，並附有數據和腳本以演示相關應用案例。