Using R for Digital Soil Mapping

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

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 Includes supplementary material: sn.pub/extras

Contenu
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.