Using R for Digital Soil Mapping / / by Brendan P. Malone, Budiman Minasny, Alex B. McBratney
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| Autore: |
Malone Brendan P
|
| Titolo: |
Using R for Digital Soil Mapping / / by Brendan P. Malone, Budiman Minasny, Alex B. McBratney
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Edizione: | 1st ed. 2017. |
| Descrizione fisica: | 1 online resource (XVI, 262 p. 61 illus., 44 illus. in color.) |
| Disciplina: | 519.502855133 |
| Soggetto topico: | Soil science |
| Soil conservation | |
| Geographic information systems | |
| Environmental sciences | |
| Statistics | |
| R (Computer program language) | |
| Soil Science & Conservation | |
| Geographical Information Systems/Cartography | |
| Math. Appl. in Environmental Science | |
| Statistics and Computing/Statistics Programs | |
| Persona (resp. second.): | MinasnyBudiman |
| McBratneyAlex B | |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters and index. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Using R for Digital Soil Mapping |
| ISBN: | 3-319-44327-5 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910151663003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Progress in Soil Science, . 2352-4774