• Vesper

  Spatial interpolation software

Walter, C., A. B. McBratney, Douaoui, A., Minasny, B., 2001. Spatial prediction of topsoil salinity in the Chelif valley, Algeria using kriging with local versus whole-area variograms. Australian Journal of Soil Research 39, 255-272.

• FuzME

  Fuzzy k-means clustering software

Triantafilis, J., Odeh, I.O.A., Minasny, B., McBratney, A.B., 2003. Elucidation of hydrogeological units using fuzzy k-means classification of EM34 data in the lower Namoi valley, Australia. Environmental Modelling and Software 18, 667-680. 

• VQT

  Variance Quadtree Sampling Scheme

Minasny, B., McBratney, A.B., 2007.The variance quadtree algorithm: use for spatial sampling design. Computers & Geosciences 33, 383-392.

• cLHS

  Conditioned Latin hypercube sampling

  This is a compiled Fortran version for continuous variables only, the Matlab code is available below..

  Minasny, B., McBratney, A.B., 2006. A conditioned Latin hypercube method for sampling in the presence of ancillary information. Computers & Geosciences 32, 1378-1388.

   

• NeuroPack (No longer supported)

  Neural networks package for fitting pedotransfer functions

Minasny, B., McBratney, A.B., 2002. The neuro-m method for fitting neural network parametric pedotransfer functions. Soil Science Society of America Journal 66(2), 352-361.

• NeuroTheta

  Neural networks prediction of soil water retention curve and saturated hydraulic conductivity for Australian soil

Minasny, B., McBratney, A.B., 2002. The neuro-m method for fitting neural network parametric pedotransfer functions. Soil Science Society of America Journal 66, 352-361.

• Neuro Multistep

  Neural networks prediction of hydraulic properties derived from multistep outflow

Minasny, B., Hopmans, J.W., Harter, T., Eching, S.O., Tuli, A., Denton, M., 2004. Neural networks prediction of soil hydraulic functions from multi-step outflow data. Soil Science Society of America Journal 68, 417-429.

• HP Converter

  Hydraulic properties model converter

   

• Digeman

  Digital terrain modelling with uncertainty analysis

Bishop, T.F.A., Minasny, B., McBratney, A.B., 2006. Uncertainty analysis for soil-terrain models. International Journal of Geographical Information Science 20, 117-134.

Matlab Codes

• FuzME, Fuzzy k-means analysis

• Sampling utilities, Latin hypercube sampling with correlation

• cLHS, conditioned LHS

Minasny, B., McBratney, A.B., 2006. A conditioned Latin hypercube method for sampling in the presence of ancillary information. Computers & Geosciences 32, 1378-1388.

• Neuro-m, neural networks for estimating parameters of a function

Minasny, B., McBratney, A.B., 2002. The neuro-m method for fitting neural network parametric pedotransfer functions. Soil Science Society of America Journal 66(2), 352-361.

Minasny, B., McBratney, A.B., Mendonça-Santos, M.L., Odeh, I.O.A., Guyon, B., 2006. Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley. Australian Journal of Soil Research 44, 233-244.

• Matérn, fitting Matérn spatial covariance function with REML

Minasny, B., McBratney, A.B., 2005. The Matérn function as a general model for the soil variogram. Geoderma 128, 192-207.

• LUSIM, Simulation of Gaussian random fields using LU decomposition & LHS

• BLUP, Spatial prediction with REML EBLUP

Minasny, B., McBratney, A.B., 2007. Spatial prediction of soil properties using EBLUP with a Matérn covariance function. Geoderma Special Issue Pedometrics (In Press)

• VQT, Variance quadtree

Minasny, B., McBratney, A.B., 2007.The variance quadtree algorithm: use for spatial sampling design. Computers & Geosciences 33, 383-392.

• Austere, one dimensional water flow, finite difference solution of Richards' equation

• Markov1D, one dimensional Markov Chain profile simulation

• Carbon, two compartment Carbon evolution model (in Simulink)

Last Updated March 2007