Using R for Digital Soil Mapping
Authors: Malone, Brendan P., Minasny, Budiman, McBratney, Alex B.
Free Preview- Describes in detail, with ample exercises, how digital soil mapping is done
- This work includes a number of work-flows that direct users how to create digital soil maps for their own projects
- This work includes tutorials for users to learn the fundamentals of R, but with a focus on how to use it for digital soil mapping
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- About this book
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This book describes and provides many detailed examples of implementing Digital Soil Mapping (DSM) using R. The work adheres to Digital Soil Mapping theory, and presents a strong focus on how to apply it. DSM exercises are also included and cover procedures for handling and manipulating soil and spatial data in R. The book also introduces the basic concepts and practices for building spatial soil prediction functions, and then ultimately producing digital soil maps.
- Table of contents (10 chapters)
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Digital Soil Mapping
Pages 1-5
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R Literacy for Digital Soil Mapping
Pages 7-79
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Getting Spatial in R
Pages 81-93
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Preparatory and Exploratory Data Analysis for Digital Soil Mapping
Pages 95-116
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Continuous Soil Attribute Modeling and Mapping
Pages 117-149
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Table of contents (10 chapters)
- Download Preface 1 PDF (36.3 KB)
- Download Sample pages 2 PDF (955.6 KB)
- Download Table of contents PDF (33.7 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Using R for Digital Soil Mapping
- Authors
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- Brendan P. Malone
- Budiman Minasny
- Alex B. McBratney
- Series Title
- Progress in Soil Science
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-44327-0
- DOI
- 10.1007/978-3-319-44327-0
- Hardcover ISBN
- 978-3-319-44325-6
- Softcover ISBN
- 978-3-319-83040-7
- Series ISSN
- 2352-4774
- Edition Number
- 1
- Number of Pages
- XVI, 262
- Number of Illustrations
- 17 b/w illustrations, 44 illustrations in colour
- Topics
