William W. Hsieh (Vancouver University of British Columbia)

Gebundenes Buch

Introduction to Environmental Data Science

Beschreibung

This book provides a comprehensive guide to machine learning and statistics for students and researchers of environmental data science. A broad range of methods are covered together with the relevant background mathematics. End-of-chapter exercises and online data sets are included.

Autor

William W. Hsieh is a professor emeritus in the Department of Earth, Ocean and Atmospheric Sciences at the University of British Columbia. Known as a pioneer in introducing machine learning to environmental science, he has written over 100 peer-reviewed journal papers on climate variability, machine learning, atmospheric science, oceanography, hydrology, and agricultural science. He is the author of the book Machine Learning Methods in the Environmental Sciences ( Cambridge University Press, 2009), the first single-authored textbook on machine learning for environmental scientists. Currently retired in Victoria, British Columbia, he enjoys growing organic vegetables.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 647
• Erscheinungstermin: 23. März 2023
• Englisch
• Abmessung: 248mm x 175mm x 35mm
• Gewicht: 1328g
• ISBN-13: 9781107065550
• ISBN-10: 1107065550
• Artikelnr.: 64775941