Oceanographic Analysis with R
暫譯: 使用 R 進行海洋學分析

Dan E. Kelley

  • 出版商: Springer
  • 出版日期: 2018-10-18
  • 售價: $3,540
  • 貴賓價: 9.5$3,363
  • 語言: 英文
  • 頁數: 290
  • 裝訂: Hardcover
  • ISBN: 1493988425
  • ISBN-13: 9781493988426
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents the R software environment as a key tool for oceanographic computations and provides a rationale for using R over the more widely-used tools of the field such as MATLAB. Kelley provides a general introduction to R before introducing the ‘oce’ package. This package greatly simplifies oceanographic analysis by handling the details of discipline-specific file formats, calculations, and plots. Designed for real-world application and developed with open-source protocols, oce supports a broad range of practical work. Generic functions take care of general operations such as subsetting and plotting data, while specialized functions address more specific tasks such as tidal decomposition, hydrographic analysis, and ADCP coordinate transformation. In addition, the package makes it easy to document work, because its functions automatically update processing logs stored within its data objects. 
Kelley teaches key R functions using classic examples from the history of oceanography, specifically the work of Alfred Redfield, Gordon Riley, J. Tuzo Wilson, and Walter Munk. Acknowledging the pervasive popularity of MATLAB, the book provides advice to users who would like to switch to R. Including a suite of real-life applications and over 100 exercises and solutions, the treatment is ideal for oceanographers, technicians, and students who want to add R to their list of tools for oceanographic analysis.  

商品描述(中文翻譯)

這本書將 R 軟體環境介紹為海洋計算的關鍵工具,並提供使用 R 而非該領域更廣泛使用的工具(如 MATLAB)的理由。Kelley 在介紹 ‘oce’ 套件之前,首先對 R 進行了一般性介紹。這個套件通過處理特定學科的檔案格式、計算和繪圖的細節,大大簡化了海洋學分析。該套件旨在實際應用,並以開源協議開發,支持廣泛的實務工作。通用函數處理一般操作,如子集和繪圖數據,而專門函數則針對更具體的任務,如潮汐分解、水文分析和 ADCP 坐標轉換。此外,該套件使得文檔工作變得簡單,因為其函數會自動更新存儲在數據對象中的處理日誌。

Kelley 使用海洋學歷史中的經典範例來教學關鍵的 R 函數,特別是 Alfred Redfield、Gordon Riley、J. Tuzo Wilson 和 Walter Munk 的工作。考慮到 MATLAB 的廣泛流行,本書為希望轉向 R 的用戶提供建議。書中包含一系列現實應用以及超過 100 道練習和解答,對於希望將 R 加入其海洋學分析工具清單的海洋學家、技術人員和學生來說,這本書是理想的選擇。