Using R for Digital Soil Mapping

Softcover Nachdruck of the original 1. Auflage 2017
ISBN: 978-3-319-83040-7
Verlag: Springer International Publishing

Buch, Englisch, 262 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 4787 g

Reihe: Progress in Soil Science

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

Zielgruppe

Graduate

Autoren/Hrsg.

Malone, Brendan P.

McBratney, Alex B.

Minasny, Budiman

Fachgebiete

• Geowissenschaften Umweltwissenschaften Umweltwissenschaften
• Geowissenschaften Geologie GIS, Geoinformatik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle

Inhaltsverzeichnis

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.