Environmental data analysis with MATLAB : principles, applications, and prospects.: principles, applications, and prospects. (2022)

• Record Type: Book
• Authors: Menke, William
• Other Names: Menke, William
• Contents: 1. Data Analysis with MATLAB or Python 2. Systematic explorations of a new dataset 3. Modeling observational noise with random variables 4. Linear models as the foundation of data analysis 5. Least squares with prior information 6. Detecting periodicities with Fourier analysis 7. Modeling time-dependent behavior with filters 8. Undirected data analysis using factors, empirical orthogonal functions and clusters 9. Detecting and understanding correlations among data 10. Interpolation, Gaussian Process Regression and Kriging 11. Approximate methods, including linearization and artificial neural networks 12. Assessing the significance of results
• Edition: Third edition
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2022
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 363.70015118; Environmental sciences -- Mathematical models; Environmental sciences -- Data processing
• Languages: English
• ISBNs: 9780323955775
• Related ISBNs: 9780323955768
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.