ABSTRACT

Digital soil assessments and beyond contains papers presented at the 5th Global Workshop on Digital Soil Mapping, held 10-13 April 2012 at the University of Sydney, Australia. The contributions demonstrate the latest developments in digital soil mapping as a discipline with a special focus on the use of map products to drive policy decisions partic

part |2 pages

Digital soil assessments

chapter |6 pages

Digital soil assessments Digital soil assessment: Guiding irrigation expansion in Tasmania, Australia

D.B. Kidd, M.A. Webb, C.J. Grose & R.M. Moreton B.P. Malone, A.B. McBratney & B. Minasny
ByD.B. Kidd, M.A. Webb, C.J. Grose, R.M. Moreton, B.P. Malone, A.B. McBratney, B. Minasny, R.A. Viscarra-Rossel, W.E. Cotching, L.A. Sparrow & R. Smith

chapter |6 pages

Frameworks for digital soil assessment

ByA.B. McBratney, B. Minasny, I. Wheeler, B.P. Malone & D. van der Linden

chapter |4 pages

Soil natural capital definition using land evaluation principles

ByA.E. Hewitt, T. Webb, E. Dominati & C. Hedley

chapter |6 pages

Spatial modeling of human exposure to soil contamination—an example of digital soil assessment

J. Caudeville P. Goovaerts
ByJ. Caudeville, P. Goovaerts, F. Carré, R. Bonnard, D. Arrouays, A. Cicolella, C.C. Jolivet, N.P.A. Saby & C. Boudet

chapter |6 pages

A pedometric approach to valuing the soil resource

ByD.G. Rossiter

chapter |6 pages

Development of terrons for the Lower Hunter Valley wine-growing region

Philip Hughes, Alex. B. McBratney, Brendan P. Malone & Budiman Minasny
ByP. Hughes, A.B. McBratney, B.P. Malone & B. Minasny

chapter |6 pages

Spatial agricultural soil quality evaluation based on digital soil maps and uncertainty analysis

X.L. Sun
ByX.L. Sun, Y.G. Zhao, M.S. Zhao & G.L. Zhang

part |2 pages

Digital soil mapping in the environment

chapter |8 pages

Digital soil mapping in the environment High resolution soil moisture mapping

J.P. Walker, G. Dumedah, A. Monerris, Y. Gao, C. Rüdiger & X. Wu R. Panciera O. Merlin
ByJ.P. Walker, G. Dumedah, A. Monerris, Y. Gao, C. Rüdiger, X. Wu, R. Panciera, O. Merlin, R. Pipunic, D. Ryu & M. Zreda

chapter |4 pages

Soil carbon density under eucalypt forests in Australia

ByE.N. Bui

chapter |4 pages

Spatial prediction of biological soil crust classes: Value added DSM from soil survey

ByC.B. Brungard & J.L. Boettinger

chapter |4 pages

Modelling the effect of soil type and grazing on nitrogen cycling in a tropical grazing system

ByM.J. Pringle, D.E. Allen, J.E. Payne, R.C. Dalal & B.P. Marchant

chapter |4 pages

A digital soil map of Phytophthora cinnamomi in the Gondwana Rainforests of eastern Australia

ByT.F.A. Bishop, R. Daniel, D.I. Guest, M.A. Nelson & C. Chang

chapter |8 pages

Modelling soil-regolith thickness in complex weathered landscapes of the central Mt Lofty Ranges, South Australia

J. Wilford M. Thomas
ByMt Lofty Ranges, South Australia J. Wilford & M. Thomas

chapter |6 pages

Exploring short-term soil landscape formation in the Hunter Valley, NSW, using gamma ray spectrometry

ByU. Stockmann, B. Minasny, A.B. McBratney, G.R. Hancock & G.R. Willgoose

part |2 pages

Soil maps, legacy data & covariates

chapter |6 pages

Soil maps, legacy data & covariates Updating legacy soil data for digital soil mapping

Bas Kempen, Dick J. Brus & Folkert de Vries Bas Engel
ByB. Kempen, D.J. Brus, F. de Vries & B. Engel

chapter |6 pages

Harmonization of legacy soil maps in North America: Status, trends, and implications for digital soil mapping efforts

ByJ.A. Thompson, T.W. Nauman, N.P. Odgers, Z. Libohova & J.W. Hempel

chapter |6 pages

Which covariates are needed for soil carbon models in Florida?

X. Xiong & S. Grunwald D.B. Myers J. Kim & W.G. Harris
ByX. Xiong, S. Grunwald, D.B. Myers, J. Kim, W.G. Harris & N.B. Comerford

chapter |6 pages

A pragmatic quantitative model for soil organic carbon distribution in eastern Australia

Jonathan Gray Thomas Bishop
ByJ. Gray, T.F.A. Bishop, P. Smith, N.J. Robinson & D. Brough

chapter |6 pages

Spatial resolution effects of remote sensing images on digital soil models in aquatic ecosystems

J. Kim, S. Grunwald & T.Z. Osborne R. Robbins & H. Yamataki
ByJ. Kim, S. Grunwald, T.Z. Osborne, R. Robbins, H. Yamataki & R.G. Rivero

part |2 pages

Digital soil modelling

chapter |6 pages

Digital soil modelling The potential role of pedogenesis modelling in digital soil mapping

ByG.R. Willgoose, G.R. Hancock & S. Cohen

chapter |4 pages

Some methods regarding manipulations of scale for digital soil mapping

ByB.P. Malone, A.B. McBratney & B. Minasny

chapter |6 pages

Scale-specific control of soil water storage using multivariate empirical mode decomposition

Wei Hu Asim Biswas
ByWei Hu, Asim Biswas, Bing Cheng Si

chapter |4 pages

Mapping the occurrence and thickness of soil horizons within soil profiles

ByG. Gastaldi, B. Minasny & A.B. McBratney

chapter |6 pages

Spatial prediction of soil organic carbon of Crete by using geostatistics

ByE. Aksoy, P. Panagos & L. Montanarella

chapter |6 pages

Predicting soil organic carbon using mixed conceptual and geostatistical models

ByJ.M. Goodman, P.R. Owens & Z. Libohova

chapter |6 pages

Soil climate indicators from the Geographically Explicit Newhall Simulation Model (GEN) as potential environmental covariates in digital soil mapping applications

H.E. Winzeler & P.R. Owens S.W. Waltman & Z. Libohova
ByH.E. Winzeler, P.R. Owens, S.W. Waltman, Z. Libohova & W.J. Waltman

chapter |6 pages

Digital mapping of phosphorus status using soil test and geophysical data

ByM.T.F. Wong, A. Castrignanò & D. De Benedetto

chapter |6 pages

Uncertainty estimation for weighted-means digital soil maps

ByN.P. Odgers, J.A. Thompson, Z. Libohova & A.B. McBratney

part |2 pages

Digital mapping of soil classes

chapter |4 pages

Digital soil mapping: Strategy for data pre-processing

Alexandre ten Caten Ricardo Simão Diniz Dalmolin & Luis Fernando Chimelo Ruiz Maria de Lourdes Mendonça-Santos
ByA. ten Caten, R.S. Diniz Dalmolin, L.F. Chimelo Ruiz & M.L. Mendonça-Santos

chapter |6 pages

Digital soil mapping of soil classes using decision trees in central Iran

R. Taghizadeh-Mehrjardi B. Minasny & A.B. McBratney J. Triantafilis
ByR. Taghizadeh-Mehrjardi, B. Minasny, A.B. McBratney, J. Triantafilis, F. Sarmadian & N. Toomanian

chapter |6 pages

Fuzzy disaggregation of conventional soil maps using database knowledge extraction to produce soil property maps

T.W. Nauman
ByT.W. Nauman, J.A. Thompson, N.P. Odgers & Z. Libohova

chapter |6 pages

Use of weights of evidence statistics to define inference rules to disaggregate soil survey maps

C.A.S. Smith, B. Daneshfar & G. Frank E. Flager
ByC.A.S. Smith, B. Daneshfar, G. Frank, E. Flager & C. Bulmer

part |2 pages

Sampling and monitoring in DSM

chapter |4 pages

Sampling and monitoring in DSM The effect of preferential sampling on sampling variance

ByD. Clifford, P. Kuhnert, M. Dobbie, J. Baldock, B. Harch, N.J. McKenzie, I. Wheeler & A.B. McBratney

chapter |6 pages

A conditioned Latin hypercube sampling algorithm incorporating operational constraints

Pierre Roudier & Allan E. Hewitt Dylan E. Beaudette
ByP. Roudier, A.E. Hewitt & D.E. Beaudette

chapter |6 pages

Soil survey design for management-scale digital soil mapping in a mountainous southern Philippine catchment

M. Thomas N.P. Odgers
ByM. Thomas, N.P. Odgers, A. Ringrose-Voase, G. Grealish, M. Glover & T. Dowling

chapter |6 pages

Spatial and temporal prediction of soil properties from legacy data

ByB.P. Marchant, D.M. Crawford & N.J. Robinson

chapter |6 pages

Mapping the temporal change of soil carbon: A case study from northern New South Wales, Australia

S.B. Karunaratne, T.F.A. Bishop & I.O.A. Odeh J. Baldock
ByNew South Wales, Australia S.B. Karunaratne, T.F.A. Bishop, I.O.A. Odeh, J. Baldock & B.P. Marchant

chapter |6 pages

Number of sampling points influences the parameters of soil properties spatial distribution and kriged maps

Radim Vašát, Luboš Borůvka & Ondřej Jakšík
ByR. Vašát, L. Borůvka & O. Jakšík

chapter |6 pages

Digital Soil Mapping to inform design-based sampling strategies for estimating total organic carbon stocks at the farm scale

ByI. Wheeler, A.B. McBratney, B. Minasny & J.J. de Gruijter

part |2 pages

Cyber infrastructure & expert system in DSM

chapter 1|6 pages

Cyber infrastructure & expert system in DSM OneGeology—Improving global access to geoscience

ByB.A. Simons, O. Raymond, I. Jackson & K. Lee

chapter |6 pages

Multi-scale feature data and landscape analysis toolkit for predictive soil mapping

ByX. Geng, R. Burcher, D. Kroetsch & S. Mitchell

chapter |4 pages

The LIFE+ SOILCONSWEB project: A web based spatial decision support system embedding DSM engines

ByG. Langella, A. Basile, A. Bonfante, P. Manna & F. Terribile

chapter |6 pages

The role of soil inference systems in digital soil assessments

ByJ.C. Morris, B. Minasny & A.B. McBratney

chapter |6 pages

Worldgrids—a public repository of global soil covariates

ByH.I. Reuter & T. Hengl

chapter |6 pages

Digital Soil Map data in an on-line, on-demand world

ByP.L. Wilson, D. Jacquier & B.A. Simons

chapter |2 pages

Operational DSM

chapter |6 pages

Operational DSM Digital Soil Mapping in a changing world

S. Grunwald J.A. Thompson B. Minasny
ByS. Grunwald, J.A. Thompson, B. Minasny & J.L. Boettinger

chapter |6 pages

Digital soil mapping in Ontario, Canada: An example using high resolution LiDAR

ByJ.D. Aspinall & S.J. Sweeney

chapter |4 pages

Using Pedotransfer functions for estimating soil pH and bulk density at regional scale

ByZ. Libohova, S. Wills, J.W. Hempel, N.P. Odgers & J.A. Thompson

chapter |8 pages

Soil-landscape models to predict soil pH variation in the Subang region of West Java, Indonesia

Y. Sulaeman & M. Sarwani B. Minasny & A.B. McBratney
ByY. Sulaeman, M. Sarwani, B. Minasny, A.B. McBratney, A. Sutandi & B. Barus

chapter |4 pages

Mapping the presence of red clay subsoil in the Driftless area of Wisconsin, USA

ByD. Evans & A.E. Hartemink

chapter |6 pages

Modelling the distribution of organic carbon in the soils of Chile

José Padarian, Jorge Pérez-Quezada & Oscar Seguel
ByJ. Padarian, J. Pérez-Quezada & O. Seguel

chapter |6 pages

Rapid soil mapping under restrictive conditions in Tete, Mozambique

ByG.M. van Zijl, P.A.L. le Roux & H.J.C. Smith

chapter |6 pages

High resolution 3D mapping for soil organic carbon assessment in a rural landscape

ByM. Lacoste, D. Michot, V. Viaud, C. Walter, B. Minasny & A.B. McBratney

chapter |6 pages

Seasonal soil salinity monitoring in oasis ecosystems by EM conductivity

I. Berkal C. Walter & D. Michot
ByI. Berkal, C. Walter, D. Michot & K. Djili

chapter |4 pages

Downscaling for site-specific crop management needs?

ByB.M. Whelan & A.B. McBratney

chapter |6 pages

Estimation of soil organic carbon stock in subtropical forest region based on digital soil map in Taiwan

C.C. Tsai Z.S. Chen
ByC.C. Tsai, Z.S. Chen & C.T. Duh

chapter |8 pages

Proximal, remote sensing and spectroscopy of soil Mapping surface soil mineralogy using hyperspectral and ASTER imagery: An example from Mullewa, Western Australia

I.C. Lau, T.J. Cudahy & M.C. Caccetta C. Kobayashi, O. Kashimura & M. Kato
ByI.C. Lau, T.J. Cudahy, M.C. Caccetta, C. Kobayashi, O. Kashimura, M. Kato, G.A. Wheaton & D.J. Carter

chapter |4 pages

Retrieval of composite mineralogy by VNIR spectroscopy

ByV.L. Mulder, S. de Bruin & M.E. Schaepman

chapter |4 pages

Organic matter prediction for Korean soils using visible-near infrared reflectance spectroscopy

ByH.C. Chun, S.Y. Hong, K.C. Song, Y.H. Kim, B.K. Hyun & B. Minasny

chapter |6 pages

A novel spectro-temporal approach for predicting soil physical properties

J-D. Sylvain A.R. Michaud
ByJ-D. Sylvain, A.R. Michaud, M.C. Nolin & G.B. Bénié

chapter |6 pages

Using Vis-NIR hyperspectral data to map topsoil properties over bare soils in the Cap Bon region, Tunisia

C. Gomez P. Lagacherie
ByC. Gomez, P. Lagacherie & S. Bacha

chapter |6 pages

Co-kriging of soil properties with Vis-NIR hyperspectral covariates in the Cap Bon region (Tunisia)

R. Ciampalini & P. Lagacherie P. Monestiez & E. Walker
ByR. Ciampalini, P. Lagacherie, P. Monestiez, E. Walker & C. Gomez

chapter |4 pages

Soil Classification based calibration of Visible and Near Infrared Diffuse Reflectance Spectroscopy (VNIR-DRS) for predicting soil properties

D.W. Wu, Y.G. Zhao, D.C. Li & F. Liu
ByD.W. Wu, Y.G. Zhao, D.C. Li, F. Liu & G.L. Zhang

chapter |6 pages

Development of a Danish national Vis-NIR soil spectral library for soil organic carbon determination

ByM. Knadel, F. Deng, A. Thomsen & M.H. Greve

chapter |6 pages

Soil profile organic carbon prediction with visible-near infrared reflectance spectroscopy based on a national database

ByF. Deng, M. Knadel, Y. Peng, G. Heckrath, M.H. Greve & B. Minasny

chapter |6 pages

Sampling for field measurement of soil carbon using Vis-NIR spectroscopy

Kanika Singh, Budiman Minasny, Alex. B. McBratney & Michael G. Short Fatemeh Namazi
ByK. Singh, B. Minasny, A.B. McBratney, M.G. Short & F. Namazi

chapter |6 pages

Prediction of field capacity and permanent wilting point using rapid soil sensing approaches

ByN.J. Robinson, M. Kitching, M.A. Rab & P.D. Fisher

chapter |2 pages

GlobalSoilMap.net

chapter |6 pages

GlobalSoilMap.net Versioning of GlobalSoilMap.net raster property maps for the North American Node

J.W. Hempel & Z. Libohova N.P. Odgers & J.M. Thompson
ByJ.W. Hempel, Z. Libohova, N.P. Odgers, J.M. Thompson, S.S. Smith & G.W. Lelyk

chapter |4 pages

Digital soil mapping of soil properties for Korean soils

ByS.Y. Hong, Y.H. Kim, K.H. Han, B.K. Hyun, Y.S. Zhang, K.C. Song, B. Minasny & A.B. McBratney

chapter |8 pages

Progress towards GlobalSoilMap.net soil database of Denmark

ByK. Adhikari, R. Bou Kheir, M.B. Greve, P.K. Bøcher, M.H. Greve, B.P. Malone, B. Minasny & A.B. McBratney

chapter |6 pages

The challenges of collating legacy data for digital mapping of Nigerian soils

Inakwu O.A. Odeh Johan Leenaars
ByI.O.A. Odeh, J. Leenaars, A.E. Hartemink & I. Amapu

chapter |6 pages

An Australian soil grid: Infrastructure and function

ByM.J. Grundy, R.D. Searle & J.B. Robinson