Using R For Digital Soil Mapping by Brendan P. MaloneUsing R For Digital Soil Mapping by Brendan P. Malone

Using R For Digital Soil Mapping

byBrendan P. Malone, Budiman Minasny, Alex B. Mcbratney

Paperback | June 28, 2018

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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.
Title:Using R For Digital Soil MappingFormat:PaperbackDimensions:262 pagesPublished:June 28, 2018Publisher:Springer NatureLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319830406

ISBN - 13:9783319830407

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Table of Contents

Digital soil mapping.- R literacy for digital soil mapping.- Getting spatial in R-. Preparatory and exploratory data analysis for digital soil mapping.- Continuous soil attribute modeling and mapping.- Categorical soil attribute modeling and mapping.- Some methods for the quantification of prediction uncertainties for digital soil mapping.- Using digital soil mapping to update, harmonize and disaggregate legacy soil maps.- Combining continuous and categorical modeling: Digital soil mapping of soil horizons and their depths.- Digital soil assessment: A simple enterprise suitability example.