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| PhD Thesis Efficient Methods for Predicting Soil Hydraulic Properties Papers in refereed journals 1. Minasny, B., McBratney, A.B., 1999. A rudimentary mechanistic model for soil production and landscape development. Geoderma 90, 3-21. http://dx.doi.org/10.1016/S0016-7061(98)00115-3 2. Field, D.J., Minasny, B., 1999. A description of aggregate liberation and dispersion in A horizons of Australian Vertisols by ultrasonic agitation. Geoderma 91, 11-26. http://dx.doi.org/10.1016/S0016-7061(98)00142-6 3. Minasny, B., McBratney, A.B., Bristow, K.L., 1999. Comparison of different approaches to the development of pedotransfer functions for water retention curves. Geoderma 93, 225-253. http://dx.doi.org/10.1016/S0016-7061(99)00061-0 4. Minasny, B., McBratney, A.B., 2000. Hydraulic conductivity pedotransfer functions for Australian soil. Australian Journal of Soil Research 38, 905-926. http://dx.doi.org/10.1071/SR99110 5. Minasny, B., McBratney, A.B., 2000. Estimation of sorptivity from disc-permeameter measurements. Geoderma 95, 305-324. http://dx.doi.org/10.1016/S0016-7061(99)00096-8 6. 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. http://dx.doi.org/10.1071/SR99114 7. Minasny, B., McBratney, A.B., 2001. A rudimentary mechanistic model for soil production and landscape development II; A two-dimensional model incorporating chemical weathering. Geoderma 103, 161-179. http://dx.doi.org/10.1016/S0016-7061(01)00075-1 8. Minasny, B., McBratney, A.B., 2001. The Australian soil texture boomerang: a comparison of the Australian and USDA/FAO soil particle-size classification systems. Australian Journal of Soil Research 39, 1443-1451. http://dx.doi.org/10.1071/SR00065
9.
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. 10. Minasny, B., McBratney, A.B., 2002. Uncertainty analysis for pedotransfer functions. European Journal of Soil Science 53, 417-430. http://dx.doi.org/10.1046/j.1365-2389.2002.00452.x 11. Minasny, B., McBratney, A.B., 2002. The efficiency of various approaches to obtaining estimates of soil hydraulic properties. Geoderma 107, 55-70. http://dx.doi.org/10.1016/S0016-7061(01)00138-0 12. McBratney, A.B., Minasny, B., Cattle, S.R., Vervoort, R.W., 2002. From pedotransfer functions to soil inference systems. Geoderma 109, 41-73. http://dx.doi.org/10.1016/S0016-7061(02)00139-8 13. Cattle, J.A., McBratney, A.B., Minasny, B., 2002. Kriging method evaluation for assessing the spatial distribution of urban soil lead contamination. Journal of Environmental Quality 31, 1576-1588. 14. Minasny, B., McBratney, A.B., 2003. Integral energy as a measure of soil-water availability. Plant and Soil 249, 253-262. http://dx.doi.org/10.1023/A:1022825732324 15. 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. http://dx.doi.org/10.1016/S1364-8152(03)00053-7 16. McBratney, A.B., Mendonça-Santos, M.L., Minasny, B., 2003. On digital soil mapping. Geoderma 117, 3-52. http://dx.doi.org/10.1016/S0016-7061(03)00223-4 17. Vervoort, R.W., Cattle, S.R., Minasny, B., 2003. The hydrology of Vertosols used for cotton production: I. Hydraulic, structural and fundamental soil properties. Australian Journal of Soil Research 41, 1255-1272 http://dx.doi.org/10.1071/SR02154 18. 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. 19. Minasny, B., Field, D.J., 2005. Estimating soil hydraulic properties and their uncertainty:- the use of stochastic simulation in the inverse modelling of the evaporation method. Geoderma 126, 277-290. http://dx.doi.org/10.1016/j.geoderma.2004.09.015 20. Minasny, B., McBratney, A.B., 2005. Letter to the Editor on “Simultaneous measurement of soil penetration resistance and water content with a combined penetrometer–TDR moisture probe” and “A dynamic cone penetrometer for measuring soil penetration resistance”. Soil Science Society of America Journal 69, 925-926. 21. Minasny, B., McBratney, A.B., 2005. The Matérn function as a general model for the soil variogram. Geoderma 128, 192-207. http://dx.doi.org/10.1016/j.geoderma.2005.04.003 22. 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. http://dx.doi.org/10.1080/13658810500287073 23. 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. http://dx.doi.org/10.1071/SR05136 24. Minasny, B., McBratney, A.B., 2006. Mechanistic soil-landscape modelling as an approach to developing pedogenetic classifications. Geoderma 133, 138-149. http://dx.doi.org/10.1016/j.geoderma.2006.03.042 25. Follain, S., Minasny, B., McBratney, A.B., Walter, C. 2006. Simulation of soil thickness evolution in a complex agricultural landscape at fine spatial and temporal scales. Geoderma 133, 71-86. http://dx.doi.org/10.1016/j.geoderma.2006.03.038 26. Viscarra Rossel, R., Minasny B., McBratney, A.B., Roudier, P. 2006. Colour space models for soil science. Geoderma 133, 320-337. http://dx.doi.org/10.1016/j.geoderma.2005.07.017 27. Field, DJ. Minasny, B., Gaggin, M., 2006. Modelling aggregate liberation and dispersion of three differing soil types exposed to ultrasonic agitation. Australian Journal of Soil Research 44, 497-502. http://dx.doi.org/10.1071/SR05127 28. Vervoort, R.W., Minasny B., Cattle, S.R., 2006. The hydrology of Vertosols used for cotton production: II. Pedotransfer functions to predict hydraulic properties. Australian Journal of Soil Research 44, 479-486. http://dx.doi.org/10.1071/SR05152 29. Taylor, J., Minasny, B., 2006. A protocol for converting qualitative point soil pit survey data into continuous soil property maps. Australian Journal of Soil Research 44, 543-550. http://dx.doi.org/10.1071/SR06060 30. Minasny, B., McBratney, A.B., 2006. A conditioned Latin hypercube method for sampling in the presence of ancillary information. Computers & Geosciences 32, 1378-1388. http://dx.doi.org/10.1016/j.cageo.2005.12.009 31. McBratney, A.B., Minasny, B., Viscarra Rossel, R. 2006. Spectral soil analysis and inference systems: a powerful combination for solving the soil data crisis. Geoderma 136, 272-278. http://dx.doi.org/10.1016/j.geoderma.2006.03.051 32. Omuto, T.C., Minasny, B., McBratney, A.B., Biamah, E.K., 2006. Nonlinear mixed effect modelling for improved estimation of water retention and infiltration parameters. Journal of Hydrology 330, 748-758. http://dx.doi.org/10.1016/j.jhydrol.2006.05.006 33. Pringle, M.J., Romano, N., Lark, R.M., Minasny, B., Chirico, G.B. Spatial Evaluation of Pedotransfer Functions using Wavelet Analysis. Journal of Hydrology333, 182-198. http://dx.doi.org/10.1016/j.jhydrol.2006.08.007 34. Minasny, B., McBratney, A.B., Walvoort, D.J.J. 2006. The variance quadtree algorithm: use for spatial sampling design. Computers & Geosciences 33, 383-392. http://dx.doi.org/10.1016/j.cageo.2006.08.009 35. Minasny, B., McBratney, A.B., 2007. Spatial prediction of soil properties using EBLUP with a Matérn covariance function. Geoderma Special Issue Pedometrics (Online) doi:10.1016/j.geoderma.2007.04.028 36. Carré, F., McBratney, A.B., Minasny, B., 2007. Estimation and potential improvement of the quality of legacy soil samples for digital soil mapping. Geoderma (Online) doi:10.1016/j.geoderma.2007.01.018 37. Minasny, B, McBratney, A.B., 2007. Estimating the water retention shape parameter from sand and clay content. Soil Science Society of America Journal 71, 53-55. Links to data. doi:10.2136/sssaj2006.0298N 38. McBratney, A.B., Minasny, B, 2007. On measuring pedodiversity. Geoderma doi:10.1016/j.geoderma.2007.05.012 39. Tranter, G., Minasny, B., McBratney, A.B., Murphy, B., McKenzie, N.J., Grundy, M., Brough, D., 2007. Building and testing conceptual and empirical models for predicting soil bulk density. Soil Use and Management doi: 10.1111/j.1475-2743.2007.00092.x 40. Minasny, B, Hartemink, A.E., McBratney, A.B., 2007. Soil science and the h index. Scientometrics (In Press). doi: 10.1007/s11192-007-1811-z 41. Minasny, B., McBratney, A.B., Field, D.J., Tranter, G., McKenzie, N.J., Brough, D.M, 2007.Relationships between field texture and particle-size distribution and their implications. Australian Journal of Soil Research 45, 428-437. doi:10.1071/SR07051. 42. Minasny, B, McBratney, A.B., 2007. Incorporating taxonomic distance into spatial prediction and digital mapping of soil classes. Geoderma 142, 285–293. doi:10.1016/j.geoderma.2007.08.022 43. Salvador-Blanes, S., Minasny, B., McBratney, A.B., 2007. Modelling long term in-situ soil profile evolution - application to the genesis of soil profiles containing stone layers. European Journal of Soil Science doi: 10.1111/j.1365-2389.2007.00961.x 44. Minasny, B. 2007. Predicting soil properties. Jurnal Ilmu Tanah dan Lingkungan 7 No.1 (2007) p: 54-67. 45. Odgers, N.P., McBratney, A.B., Minasny, B., 2008. Generation of kth-order random toposequences. Computers and Geosciences 34, 479-490. 46. Minasny, B, McBratney, A.B., Salvador-Blanes, S., 2008. Quantitative models for pedogenesis - A Review. Geoderma 144, 140-157. 47. Hartemink, A.E., McBratney, A.B., Minasny, B., 2008. Trends in soil science education: Looking beyond the number of students. Journal of Soil and Water Conservation 63, 76-83. 48. Field, D.J., Minasny, B., Comments on “Modeling Energy Inputs to Predict Pedogenic Environments Using Regional Environmental Databases”. Soil Science Society of America Journal 72, 858–859. 49. Tranter, G., Minasny, B., McBratney, A.B., Viscarra Rossel, R., Murphy, B. 2008. Comparing spectral soil inference systems and mid-infrared spectroscopy predictions of soil volumetric moisture retention. Soil Science Society of America Journal (In Press) 50. Minasny, B., McBratney, A.B., Tranter, G., Murphy, B. 2008. Using soil knowledge for the evaluation of mid-infrared diffuse reflectance spectroscopy for predicting soil physical and mechanical properties. European Journal of Soil Science (In Press) 51. Minasny, B., McBratney, A.B., 2008. Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy. Chemometrics and Intelligent Laboratory Systems (In Press)
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