Using R for Digital Soil Mapping

Using R for Digital Soil Mapping

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 spa...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Malone, Brendan P. (Συγγραφέας), Minasny, Budiman (Συγγραφέας), McBratney, Alex B. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:Progress in Soil Science,
Θέματα:
Environment.
Geographical information systems.
Statistics.
Environmental sciences.
Soil science.
Soil conservation.
Soil Science & Conservation.
Geographical Information Systems/Cartography.
Math. Appl. in Environmental Science.
Statistics and Computing/Statistics Programs.
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Malone, Brendan P.  |e author. 
245 1 0 |a Using R for Digital Soil Mapping  |h [electronic resource] /  |c by Brendan P. Malone, Budiman Minasny, Alex B. McBratney. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XVI, 262 p. 61 illus., 44 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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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 Environment. 
650 0 |a Geographical information systems. 
650 0 |a Statistics. 
650 0 |a Environmental sciences. 
650 0 |a Soil science. 
650 0 |a Soil conservation. 
650 1 4 |a Environment. 
650 2 4 |a Soil Science & Conservation. 
650 2 4 |a Geographical Information Systems/Cartography. 
650 2 4 |a Math. Appl. in Environmental Science. 
650 2 4 |a Statistics and Computing/Statistics Programs. 
700 1 |a Minasny, Budiman.  |e author. 
700 1 |a McBratney, Alex B.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319443256 
830 0 |a Progress in Soil Science,  |x 2352-4774 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-44327-0  |z Full Text via HEAL-Link 
912 |a ZDB-2-EES 
950 |a Earth and Environmental Science (Springer-11646) 

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