An Introduction to R for Spatial Analysis and Mapping(Paperback) (快遞進口)
暫譯: R在空間分析與繪圖中的入門指南(平裝本)
Chris Brunsdon, Lex Comber
- 出版商: SAGE Publications
- 出版日期: 2015-01-10
- 售價: $2,400
- 貴賓價: 9.5 折 $2,280
- 語言: 英文
- 頁數: 360
- 裝訂: Paperback
- ISBN: 1446272958
- ISBN-13: 9781446272954
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相關分類:
R 語言
無法訂購
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商品描述
"In an age of big data, data journalism and with a wealth of quantitative information around us, it is not enough for students to be taught only 100 year old statistical methods using 'out of the box' software. They need to have 21st-century analytical skills too. This is an excellent and student-friendly text from two of the world leaders in the teaching and development of spatial analysis. It shows clearly why the open source software R is not just an alternative to commercial GIS, it may actually be the better choice for mapping, analysis and for replicable research. Providing practical tips as well as fully working code, this is a practical 'how to' guide ideal for undergraduates as well as those using R for the first time. It will be required reading on my own courses."
- Richard Harris, Professor of Quantitative Social Science, University of Bristol
R is a powerful open source computing tool that supports geographical analysis and mapping for the many geography and ‘non-geography’ students and researchers interested in spatial analysis and mapping.
This book provides an introduction to the use of R for spatial statistical analysis, geocomputation and the analysis of geographical information for researchers collecting and using data with location attached, largely through increased GPS functionality.
Brunsdon and Comber take readers from ‘zero to hero’ in spatial analysis and mapping through functions they have developed and compiled into R packages. This enables practical R applications in GIS, spatial analyses, spatial statistics, mapping, and web-scraping. Each chapter includes:
- Example data and commands for exploring it
- Scripts and coding to exemplify specific functionality
- Advice for developing greater understanding - through functions such as locator(), View(), and alternative coding to achieve the same ends
- Self-contained exercises for students to work through
- Embedded code within the descriptive text.
This is a definitive 'how to' that takes students - of any discipline - from coding to actual applications and uses of R.
商品描述(中文翻譯)
在大數據、數據新聞以及周圍充斥著大量定量資訊的時代,僅僅教授學生使用「現成」軟體的百年統計方法是不夠的。他們還需要具備21世紀的分析技能。這本書是來自兩位在空間分析教學和發展領域的世界領導者所撰寫的優秀且友好的教材。它清楚地顯示了為什麼開源軟體R不僅僅是商業GIS的替代品,實際上在地圖製作、分析和可重複研究方面可能是更好的選擇。這本書提供了實用的建議以及完整可運行的程式碼,是一本理想的「如何做」指南,適合本科生以及第一次使用R的人。這將是我自己課程的必讀書目。
- Richard Harris,布里斯托大學定量社會科學教授
R是一個強大的開源計算工具,支持地理分析和地圖製作,適合許多對空間分析和地圖製作感興趣的地理及「非地理」學生和研究人員。
本書介紹了如何使用R進行空間統計分析、地理計算以及地理資訊的分析,特別是針對收集和使用附有位置數據的研究人員,這主要得益於GPS功能的增強。
Brunsdon和Comber帶領讀者從「零基礎」到「高手」,通過他們開發並編譯成R套件的函數,實現R在GIS、空間分析、空間統計、地圖製作和網頁擷取中的實際應用。每一章包括:
- 示例數據和探索命令
- 展示特定功能的腳本和程式碼
- 提高理解的建議 - 通過如locator()、View()等函數,以及實現相同目的的替代程式碼
- 供學生練習的獨立練習題
- 嵌入在描述性文本中的程式碼
這是一本權威的「如何做」指南,帶領任何學科的學生從編碼到R的實際應用和使用。