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Using R for digital soil mapping

Malone, Brendan P.

Using R for digital soil mapping

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Using R for digital soil mappingby Brendan P. Malone, Budiman Minasny, Alex B. McBratney.
作者:	Malone, Brendan P.
其他作者:	Minasny, Budiman.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xvi, 262 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Digital soil mapping.
電子資源:	http://dx.doi.org/10.1007/978-3-319-44327-0
ISBN:	9783319443270$q(electronic bk.)

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$q(electronic bk.)

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

285823
Digital soil mapping.

LC Class. No.: S592.147

Dewey Class. No.: 631.49

Using R for digital soil mapping
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245 1 0 $a Using R for digital soil mapping $h [electronic resource] / $c by Brendan P. Malone, Budiman Minasny, Alex B. McBratney.
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300 $a xvi, 262 p. : $b ill., digital ; $c 24 cm.
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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 285823
650 0 $a R (Computer program language) $3 210846
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650 2 4 $a Soil Science & Conservation. $3 274561
650 2 4 $a Geographical Information Systems/Cartography. $3 273999
650 2 4 $a Math. Appl. in Environmental Science. $3 274052
650 2 4 $a Statistics and Computing/Statistics Programs. $3 275710
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