Spatial Data Analysis in Ecology and Agriculture Using R
暫譯: 使用 R 進行生態與農業的空間數據分析
Richard E. Plant
- 出版商: CRC
- 出版日期: 2012-03-07
- 售價: $3,420
- 貴賓價: 9.5 折 $3,249
- 語言: 英文
- 頁數: 648
- 裝訂: Hardcover
- ISBN: 1439819130
- ISBN-13: 9781439819135
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相關分類:
Data Science
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其他版本:
Spatial Data Analysis in Ecology and Agriculture Using R
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商品描述
Assuming no prior knowledge of R, Spatial Data Analysis in Ecology and Agriculture Using R provides practical instruction on the use of the R programming language to analyze spatial data arising from research in ecology and agriculture. Written in terms of four data sets easily accessible online, this book guides the reader through the analysis of each data set, including setting research objectives, designing the sampling plan, data quality control, exploratory and confirmatory data analysis, and drawing scientific conclusions.
Based on the author’s spatial data analysis course at the University of California, Davis, the book is intended for classroom use or self-study by graduate students and researchers in ecology, geography, and agricultural science with an interest in the analysis of spatial data.
商品描述(中文翻譯)
假設讀者對 R 語言沒有任何先前的了解,使用 R 進行生態學和農業的空間數據分析 提供了有關如何使用 R 程式語言分析來自生態學和農業研究的空間數據的實用指導。本書以四個在線可輕鬆獲取的數據集為基礎,指導讀者逐步分析每個數據集,包括設定研究目標、設計抽樣計劃、數據質量控制、探索性和確認性數據分析,以及得出科學結論。
本書基於作者在加州大學戴維斯分校的空間數據分析課程,旨在供生態學、地理學和農業科學的研究生和研究人員在課堂上使用或自學,特別是對空間數據分析感興趣的讀者。