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Using R for digital soil mapping

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Using R for digital soil mapping/ by Brendan P. Malone, Budiman Minasny, Alex B. McBratney.
Author:	Malone, Brendan P.
other author:	Minasny, Budiman.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	xvi, 262 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Digital soil mapping. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-44327-0
ISBN:	9783319443270

Using R for digital soil mapping
Malone, Brendan P.

Using R for digital soil mapping[electronic resource] /by Brendan P. Malone, Budiman Minasny, Alex B. McBratney. - Cham :Springer International Publishing :2017. - xvi, 262 p. :ill., digital ;24 cm. - Progress in soil science,2352-4774. - Progress in soil science..

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.

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.

ISBN: 9783319443270

Standard No.: 10.1007/978-3-319-44327-0doiSubjects--Topical Terms:

681656
Digital soil mapping.

LC Class. No.: S592.147

Dewey Class. No.: 631.49

Using R for digital soil mapping
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100 1 $a Malone, Brendan P. $3 1248567
245 1 0 $a Using R for digital soil mapping $h [electronic resource] / $c by Brendan P. Malone, Budiman Minasny, Alex B. McBratney.
260 $a Cham : $c 2017. $b Springer International Publishing : $b Imprint: Springer,
300 $a xvi, 262 p. : $b ill., digital ; $c 24 cm.
490 1 $a Progress in soil science, $x 2352-4774
505 0 $a 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.
520 $a 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.
650 0 $a Digital soil mapping. $3 681656
650 0 $a R (Computer program language) $3 679069
650 1 4 $a Environment. $3 579342
650 2 4 $a Soil Science & Conservation. $3 668640
650 2 4 $a Geographical Information Systems/Cartography. $3 670563
650 2 4 $a Math. Appl. in Environmental Science. $3 670350
650 2 4 $a Statistics and Computing/Statistics Programs. $3 669775
700 1 $a Minasny, Budiman. $3 1107623
700 1 $a McBratney, Alex B. $3 1248557
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Progress in soil science. $3 884734
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-44327-0
950 $a Earth and Environmental Science (Springer-11646)