Soil inference systems

Developments in Soil Science

Volumn 30, Issue C, 2004, Pages 323-348

  McBratney, A ^a   Minasny, B ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77956725633     PISSN: 01660918     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S0166-2481(04)30018-8     Document Type: Review

References (54)

1. Acutis M., and Donatelli M. SOILPAR 2.00: software to estimate soil hydrological parameters and functions. Eur. J. Agron 18 (2003) 373-377
2. Anderson A.N., and McBratney A.B. Soil aggregates as mass fractals. Aust. J. Soil Res 33 (1995) 757-772
3. Arya L.M., and Paris J.F. A physicoempirical model to predict soil moisture characteristics from particle-size distribution and bulk density data. Soil Sci. Soc. Am. J 45 (1981) 1023-1030
4. Bouma J. Using soil survey data for quantitative land evaluation. Adv. Soil Sci 9 (1989) 177-213
5. Campbell G.S. A simple method for determining unsaturated conductivity from moisture retention data. Soil Sci 117 (1974) 311-314
6. Campbell G.S. Soil physics with BASIC (1985), Elsevier, New York
7. Collis-George N. The physical environment of soil animals. Ecology 40 (1959) 550-557
8. Cresswell H.P., Pierret C., Brebner P., and Paydar Z. The SH-Pro V1.03 software for predicting and analysing soil hydraulic properties (2000), CSIRO Land and Water, Canberra, Australia
9. Da Silva A., and Kay B.D. Estimating the least limiting water range of soils from properties and management. Soil Sci. Soc. Am. J 61 (1997) 877-883
10. Dale M.B., McBratney A.B., and Russell J.S. On the role of expert systems and numerical taxonomy in soil classification. J. Soil Sci 40 (1989) 223-234
11. De Gruijter J.J., and McBratney A.B. A modified fuzzy k-means method for predictive classification. In: Bock H.H. (Ed). Classification and Related Methods of Data Analysis (1988), Elsevier Science, North-Holland 97-104
12. De Vries D.A. Thermal properties of soils. In: Van Wijjk W.R. (Ed). Physics of Plant Environment (1966), North Holland Publishing Company, Amsterdam 210-235
13. Dexter A.R. Soil physical quality. Part I; theory, effects of soil texture, density, and organic matter, and effects on root growth. Geoderma 120 (2004) 201-214
14. Dexter A.R., and Bird N.R.A. Methods for predicting the optimum and the range of soil water contents for tillage based on the water retention curve. Soil Till. Res 57 (2001) 203-212
15. Dobson M.C., Ulaby F.T., Hallikainen M.T., and El-Rayes M.A. Microwave dielectric behavior of wet soil - Part II: Dielectric mixing models. IEEE Trans. Geosci. Remote Sens 23 (1985) 35-46
16. Environmental System and Technologies, 1990. SOILPROP, a program to estimate unsaturated soil hydraulic properties from particle size distribution. User's guide. Blacksburg, VA.
17. Farouki O.T. Thermal Properties of Soils (1986), Trans. Tech. Publications, Clausthal-Zellerfeld, Federal Republic of Germany
18. Fredlund M.D., Wilson G.W., and Fredlund D.G. Estimation of hydraulic properties of an unsaturated soil using a knowledge-based system. In: van Genuchten M.T., Leij F.J., and Wu L. (Eds). Proceedings of the International Workshop on Characterization and Measurement of the Hydraulic Properties of Unsaturated Porous Media (1999), University of California, Riverside 1295-1305
19. Hamaker J.W., and Thompson J.M. In: Hamaker J.W., and Goring C.A.I. (Eds). Adsorption Vol. 1 (1972), Marcel Dekker Inc, New York 49-144
20. Helyar K.R., Cregan P.D., and Godyn D.L. Soil acidity in New South Wales - current pH values and estimates of acidification rate. Aust. J. Soil Res 28 (1990) 523-527
21. 2. Aust. J. Soil Res 40 (2002) 1399-1405
22. Hendrickx, J.M.H., van Dam, R.L., Borchers, B., Curtis, J., Lensen, H.A., Harmon, R., 2003. Worldwide distribution of soil dielectric and thermal properties, In: Detection and remediation technologies for mines and minelike targets VIII, Proceedings of the SPIE, Vol. 5089.
23. Hubrechts L., and Feyen J. Pedotransfer functions for thermal soil properties (1996), Institute for Land and Water Management, Katholieke University, Leuven
24. Letey J. Relationship between soil physical properties and crop production. Adv. Soil Sci 1 (1985) 277-294
25. McBratney A.B., Minasny B., Cattle S.R., and Vervoort R.W. From pedotransfer functions to soil inference systems. Geoderma 109 (2002) 41-73
26. Minasny B., and McBratney A.B. Hydraulic conductivity pedotransfer functions for Australian soil. Aust. J. Soil Res 38 (2000) 905-926
27. Minasny B., and McBratney A.B. The neuro-m method for fitting neural network parametric pedotransfer functions. Soil Sci. Soc. Am. J 66 (2002) 352-361
28. Minasny B., and McBratney A.B. Neuro θ. Neural networks pedotransfer functions for predicting soil hydraulic properties for Australian soil (2003), Australian Centre for Precision Agriculture, The University of Sydney. http://www.usyd.edu.au/su/agric/acpa http://www.usyd.edu.au/su/agric/acpa
29. Minasny B., and McBratney A.B. Integral energy as a measure of soil-water availability. Plant Soil 249 (2003) 253-262
30. Minasny B., Hopmans J.W., Harter T., Eching S.O., Tuli A., and Denton M. Neural networks prediction of soil water retention and unsaturated hydraulic conductivity functions of alluvial soils, as estimated from multi-step outflow experiments. Soil Sci. Soc. Am. J 68 (2004) 417-429
31. Mishra S., Parker J.C., and Singhal N. Estimation of soil hydraulic-properties and their uncertainty from particle-size distribution data. J. Hydrol 108 (1989) 1-18
32. Moldrup P., Olesen T., Schjønning P., Yamaguchi T., and Rolston D.E. Predicting the gas diffusion coefficient in undisturbed soil from soil water characteristics. Soil Sci. Soc. Am. J 64 (2000) 94-100
33. Noble A.D., Cannon M., and Muller D. Evidence of accelerated soil acidification under Stylosanthes-dominated pastures. Aust. J. Soil Res 35 (1997) 1309-1322
34. Palisade. @RISK Version 4 (2000), Palisade Corporation, New York, USA
35. Parlange J.Y. On solving the flow equation in unsaturated soils by optimization: horizontal infiltration. Soil Sci. Soc. Am. Proc 39 (1975) 415-418
36. Peplinski N.R., Ulaby F.T., and Dobson M.C. Dielectric properties of soils in the 0.3-1.3 GHz range. IEEE Trans. Geosci. Remote Sens 33 (1995) 803-807
37. Perfect E., Sukop M.C., and Haszler G.R. Prediction of dispersivity for undisturbed soil columns from water retention parameters. Soil Sci. Soc. Am. J 66 (2002) 696-701
38. Ritchie J.T., Gerakis A., and Suleiman A. Simple model to estimate field-measured soil water limits. Trans. ASAE 42 (1999) 1609-1614
39. Romano N., and Santini A. Water retention and storage. Field. In: Dane J.H., and Topp G.C. (Eds). Soil Science Society of America (2003) 721-738 Madison
40. Saarenketo T. Electrical properties of water in clay and silty soils. J. Appl. Geophys 40 (1998) 73-88
41. Saxton K.E., Rawls W.J., Romberger J.S., and Papendick R.I. Estimating generalized soil-water characteristics from texture. Soil Sci. Soc. Am. J 50 (1986) 1031-1036
42. Schaap M.G., Leij F.L., and van Genuchten M.T. Neural network analysis for hierarchical prediction of soil hydraulic properties. Soil Sci. Soc. Am. J 62 (1998) 847-855
43. Schaap M.G., Leij F.L., and van Genuchten M.T. Rosetta: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions. J. Hydrol 251 (2001) 163-176
44. Šimunek J., Šejna M., and van Genuchten M.T. The HYDRUS-2D software package for simulating two-dimensional movement of water, heat, and multiple solutes in variable saturated media (1999), International Ground Water Modeling Center, Colorado School of Mines, Golden, Colorado
45. Suleiman A.A., and Ritchie J.T. Estimating saturated hydraulic conductivity from soil porosity. Trans. ASAE 44 (2001) 235-239
46. Ungaro F., and Calzolari C. Using existing soil databases for estimating retention properties for soils of the Pianura Padano-Veneta region of North Italy. Geoderma 99 (2001) 99-121
47. Ungaro, F., Calzolari, C., Borselli, L., Torri, D., 2001. PEDON-E-Pedotransfer function for estimating soil hydraulical parameters. Java-applet, beta version, http://www.area.fi.cnr.it/irpi/pedone/Pedon_introd.htm.
48. van Dam J.C., Huygen J., Wesseling J.G., Feddes R.A., Kabat P., van Walsum R.E.V., Groenendijk P., and van Diepen C.A. Theory of SWAP version 2.0. SC-DLO (1997), Department of Water Resources, Wageningen Agricultural University, The Netherlands
49. van Genuchten M.T. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci. Soc. Am. J 44 (1980) 892-898
50. White I., and Sully M.J. Macroscopic and microscopic capillary length and time scales from field infiltration. Water Resour. Res 23 (1987) 1514-1522
51. White I., Smiles D.E., and Melville M.D. Use and hydrological rubusteness of time to incipient ponding. Soil Sci. Soc. Am. J 53 (1989) 1343-1346
52. Williams J., Ross P.J., and Bristow K.L. Prediction of the Campbell water retention function from texture, structure and organic matter. In: van Genuchten M.T., Leij F.J., and Lund L.J. (Eds). Proceedings of the International Workshop on Indirect Methods for Estimating the Hydraulic Properties of Unsaturated Soils (1992), University of California, Riverside, CA 427-441
53. Wösten J.H.M., Lilly A., Nemes A., and Le Bas C. Development and use of a database of hydraulic properties of European soils. Geoderma 90 (1999) 169-185
54. Wu L., Feng G., Letey J., Ferguson L., Mitchell J., McCullough-Sanden B., and Markegard G. Soil management effects on the nonlimiting water range. Geoderma 114 (2003) 401-414