Using R for Digital Soil Mapping

Brendan P. Malone, Budiman Minasny, Alex B. McBratney (Autoren)

Buch | Softcover

XVI, 262 Seiten

2018 | 1. Softcover reprint of the original 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-83040-7 (ISBN)

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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.

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.

Erscheint lt. Verlag	28.6.2018
Reihe/Serie	Progress in Soil Science
Zusatzinfo	XVI, 262 p. 61 illus., 44 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	4787 g
Themenwelt	Naturwissenschaften ► Biologie ► Ökologie / Naturschutz
	Naturwissenschaften ► Geowissenschaften ► Geologie
	Weitere Fachgebiete ► Land- / Forstwirtschaft / Fischerei
Schlagworte	digital soil mapping • Geographical Information Systems • Geostatistical Methods • Pedometrics • R Computing
ISBN-10	3-319-83040-6 / 3319830406
ISBN-13	978-3-319-83040-7 / 9783319830407
Zustand	Neuware