Skip to main content

Digital Soil Mapping

  • Chapter
  • First Online:
Using R for Digital Soil Mapping

Part of the book series: Progress in Soil Science ((PROSOIL))

Abstract

In recent times we have bared witness to the advancement of the computer and information technology ages. With such advances, there have come vast amounts of data and tools in all fields of endeavor. This has motivated numerous initiatives around the world to build spatial data infrastructures aiming to facilitate the collection, maintenance, dissemination and use of spatial information. Soil science potentially contributes to the development of such generic spatial data infrastructure through the ongoing creation of regional, continental and worldwide soil databases, and which are now operational for some uses e.g., land resource assessment and risk evaluation (Lagacherie and McBratney 2006).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Bui E, Moran CJ (2003) A strategy to fill gaps in soil survey over large spatial extents: an example from the Murray-Darling basin of Australia. Geoderma 111:21–41

    Article  Google Scholar 

  • Carre F, McBratney AB, Mayr T, Montanarella L (2007) Digital soil assessments: beyond DSM. Geoderma 142(1–2):69–79

    Article  Google Scholar 

  • Hartemink AE, McBratney AB (2008) A soil science renaissance. Geoderma 148:123–129

    Article  Google Scholar 

  • Jenny H (1941) Factors of soil formation. McGraw-Hill, New York

    Google Scholar 

  • Lagacherie P, McBratney AB (2006) Digital soil mapping: an introductory perspective, chapter 1. In: Spatial soil information systems and spatial soil inference systems: perspectives for digital soil mapping. Elsevier, Amsterdam, pp 3–22

    Google Scholar 

  • Malone BP, Minasny B, Odgers NP, McBratney AB (2014) Using model averaging to combine soil property rasters from legacy soil maps and from point data. Geoderma 232–234:34–44

    Article  Google Scholar 

  • Malone BP, Jha SK, Minasny AB, McBratney B (2016) Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data. Geoderma 262:243–253

    Article  Google Scholar 

  • McBratney AB, Mendonca Santos ML, Minasny B (2003) On digital soil mapping. Geoderma 117:3–52

    Article  Google Scholar 

  • Minasny B, McBratney AB (2010) Digital soil mapping: bridging research, environmental application, and operation, chapter 34. In: Methodologies for global soil mapping. Springer, Dordrecht, pp 429–425

    Google Scholar 

  • Odgers NP, Libohova Z, Thompson JA (2012) Equal-area spline functions applied to a legacy soil database to create weighted-means maps of soil organic carbon at a continental scale. Georderma 189–190:153–163

    Article  Google Scholar 

  • Odgers NP, McBratney AB, Minasny B (2015) Digital soil property mapping and uncertainty estimation using soil class probability rasters. Geoderma 237–238:190–198

    Article  Google Scholar 

  • Odgers NP, Sun W, McBratney AB, Minasny B, Clifford D (2014) Disaggregating and harmonising soil map units through resampled classification trees. Geoderma 214–215:91–100

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Malone, B.P., Minasny, B., McBratney, A.B. (2017). Digital Soil Mapping. In: Using R for Digital Soil Mapping. Progress in Soil Science. Springer, Cham. https://doi.org/10.1007/978-3-319-44327-0_1

Download citation

Publish with us

Policies and ethics