Geophysical Data Analysis and Inverse Theory with Matlab(r) and Python 5th

Menke, William

  • 出版商: Academic Press
  • 出版日期: 2024-02-27
  • 售價: $4,260
  • 貴賓價: 9.5$4,047
  • 語言: 英文
  • 頁數: 342
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443137943
  • ISBN-13: 9780443137945
  • 相關分類: MatlabPython程式語言Data Science
  • 海外代購書籍(需單獨結帳)

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商品描述

Geophysical Data Analysis and Inverse Theory with MATLAB or Python, Fifth Edition is a revised and expanded introduction to inverse theory and tomography as it is practiced by geophysicists. The book demonstrates the methods needed to analyze a broad spectrum of geophysical datasets, with special attention given to those methods that generate images of the earth. Data analysis can be a mathematically complex activity, but the treatment in this volume is carefully designed to emphasize those mathematical techniques that readers will find the most familiar and to systematically introduce less-familiar ones. A series of "crib sheets" offer step-by-step summaries of methods presented. Utilizing problems and case studies, along with MATLAB and Python computer code and summaries of methods, the book provides professional geophysicists, students, data scientists and engineers in geophysics with the tools necessary to understand and apply mathematical techniques and inverse theory.

商品描述(中文翻譯)

《使用MATLAB或Python進行地球物理數據分析和反演理論,第五版》是一本修訂和擴充的介紹地球物理學家實踐中的反演理論和層析成像的入門書籍。該書展示了分析各種地球物理數據集所需的方法,特別關注生成地球圖像的方法。數據分析可能是一項數學上復雜的活動,但本書的處理方式精心設計,強調讀者最熟悉的數學技巧,並系統地介紹較不熟悉的技巧。一系列的“小抄”提供了所介紹方法的逐步摘要。通過問題和案例研究,以及MATLAB和Python的計算機代碼和方法摘要,本書為專業地球物理學家、學生、數據科學家和地球物理工程師提供了理解和應用數學技巧和反演理論所需的工具。