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Using R for digital soil mapping

Malone, Brendan P.

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Using R for digital soil mapping

Record Type:	Electronic resources : 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.
[NT 15003449]:	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.
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:

907742
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 3218186
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 : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
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 907742
650 0 $a R (Computer program language) $3 784593
650 1 4 $a Environment. $3 594032
650 2 4 $a Soil Science & Conservation. $3 895149
650 2 4 $a Geographical Information Systems/Cartography. $3 890881
650 2 4 $a Math. Appl. in Environmental Science. $3 891071
650 2 4 $a Statistics and Computing/Statistics Programs. $3 894293
700 1 $a Minasny, Budiman. $3 1245084
700 1 $a McBratney, Alex B. $3 1245083
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Progress in soil science. $3 2062630
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-44327-0
950 $a Earth and Environmental Science (Springer-11646)