메뉴 건너뛰기




Volumn 22, Issue 11, 2008, Pages 1630-1639

Pedotransfer functions estimating soil hydraulic properties using different soil parameters

Author keywords

Hydraulic properties; Neural network; Pedotransfer functions

Indexed keywords

DENSITY (SPECIFIC GRAVITY); HYDRAULIC CONDUCTIVITY; NEURAL NETWORKS; SOIL MOISTURE; TRANSFER FUNCTIONS;

EID: 44449113222     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.6731     Document Type: Article
Times cited : (45)

References (32)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of maximum likelihood principle
    • Petrow BN, Csâki F eds, Akadêmia Kiodô: Budapest;
    • Akaike H. 1973. Information theory and an extension of maximum likelihood principle. In Second International Symposium on Information Theory, Petrow BN, Csâki F (eds). Akadêmia Kiodô: Budapest; 267-281.
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 0000344996 scopus 로고
    • Using soil survey data for quantitative land evaluation
    • Bouma J. 1989. Using soil survey data for quantitative land evaluation. Advances in Soil Science 9: 177-213.
    • (1989) Advances in Soil Science , vol.9 , pp. 177-213
    • Bouma, J.1
  • 4
    • 7244220036 scopus 로고
    • Relative permeability calculations from pore size distribution data
    • Burdine NT. 1953. Relative permeability calculations from pore size distribution data. Transactions AIME, Petroleum Development 198: 71-78.
    • (1953) Transactions AIME, Petroleum Development , vol.198 , pp. 71-78
    • Burdine, N.T.1
  • 5
    • 20444365879 scopus 로고    scopus 로고
    • Point and parameter pedotransfer functions for water retention predictions for Danish soils
    • Børgesen CD, Schaap M. 2005. Point and parameter pedotransfer functions for water retention predictions for Danish soils. Geoderma 127: 154-167.
    • (2005) Geoderma , vol.127 , pp. 154-167
    • Børgesen, C.D.1    Schaap, M.2
  • 6
    • 84934737612 scopus 로고
    • A simple method for determine unsaturated conductivity from moisture retention data
    • Campbell GS. 1974. A simple method for determine unsaturated conductivity from moisture retention data. Soil Science 117: 311-314.
    • (1974) Soil Science , vol.117 , pp. 311-314
    • Campbell, G.S.1
  • 7
    • 0001412357 scopus 로고    scopus 로고
    • State-of-the-art in inverse modeling of inflow/outflow experiments. In Characterization and Measurements of the Hydraulic Properties of Unsaturated Porous Media, van Genuchten MTh
    • Leij FJ, Wu L eds, University of California: Riverside, CA;
    • Durner W, Schultze B, Zurmül T. 1999. State-of-the-art in inverse modeling of inflow/outflow experiments. In Characterization and Measurements of the Hydraulic Properties of Unsaturated Porous Media, van Genuchten MTh, Leij FJ, Wu L (eds). Proc. Int. Workshop, University of California: Riverside, CA; 661-681.
    • (1999) Proc. Int. Workshop , pp. 661-681
    • Durner, W.1    Schultze, B.2    Zurmül, T.3
  • 9
    • 0001921276 scopus 로고    scopus 로고
    • A general model of the hydraulic conductivity of unsaturated soils. In Characterization and Measurements of the Hydraulic Properties of Unsaturated Porous Media, van Genuchten MTh
    • Leij FJ, Wu L eds, University of California: Riverside, CA;
    • Hoffmann-Riem H, van Genuchten MTh, Fluhler H. 1999. A general model of the hydraulic conductivity of unsaturated soils. In Characterization and Measurements of the Hydraulic Properties of Unsaturated Porous Media, van Genuchten MTh, Leij FJ, Wu L (eds). Proc. Int. Workshop, University of California: Riverside, CA; 31-42.
    • (1999) Proc. Int. Workshop , pp. 31-42
    • Hoffmann-Riem, H.1    van Genuchten, M.T.2    Fluhler, H.3
  • 11
    • 85102987008 scopus 로고
    • Water retention: Laboratory methods
    • Klute A ed, American Society of Agronomy-Soil Science Society of America: Madison, WI;
    • Klute A. 1986. Water retention: laboratory methods. In Methods of Soil Analysis, Part 1. Physical and Mineralogical Methods, Klute A (ed.). American Society of Agronomy-Soil Science Society of America: Madison, WI; 635-662.
    • (1986) Methods of Soil Analysis, Part 1. Physical and Mineralogical Methods , pp. 635-662
    • Klute, A.1
  • 12
    • 0024798535 scopus 로고
    • A consistent set of parametric models for two-phase flow of immiscible fluids in the subsurface
    • Luckner L, van Genuchten MTh, Nielsen DR. 1989. A consistent set of parametric models for two-phase flow of immiscible fluids in the subsurface. Water Resources Research 25: 2187-2193.
    • (1989) Water Resources Research , vol.25 , pp. 2187-2193
    • Luckner, L.1    van Genuchten, M.T.2    Nielsen, D.R.3
  • 13
    • 0033404164 scopus 로고    scopus 로고
    • Comparison of different approaches to the development of pedotransfer functions for water retention curves
    • Minasny BA, McBratney AB, Bristow KL. 1999. Comparison of different approaches to the development of pedotransfer functions for water retention curves. Geoderma 93: 225-253.
    • (1999) Geoderma , vol.93 , pp. 225-253
    • Minasny, B.A.1    McBratney, A.B.2    Bristow, K.L.3
  • 14
    • 0036124445 scopus 로고    scopus 로고
    • The Neuro-m method for fitting neural network parametric pedotransfer functions
    • Minasny B, McBratney AB. 2002. The Neuro-m method for fitting neural network parametric pedotransfer functions. Soil Science Society of America Journal 66: 352-361.
    • (2002) Soil Science Society of America Journal , vol.66 , pp. 352-361
    • Minasny, B.1    McBratney, A.B.2
  • 15
    • 0016961814 scopus 로고
    • A new model for predicting the hydraulic conductivity of unsaturated porous media
    • Mualem Y. 1976. A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resources Research 12: 513-522.
    • (1976) Water Resources Research , vol.12 , pp. 513-522
    • Mualem, Y.1
  • 16
    • 33644820202 scopus 로고    scopus 로고
    • Hydropedology and pedotransfer functions
    • Pachepsky YA, Rawls WJ, Lin HS. 2006. Hydropedology and pedotransfer functions. Geoderma 131: 308-316.
    • (2006) Geoderma , vol.131 , pp. 308-316
    • Pachepsky, Y.A.1    Rawls, W.J.2    Lin, H.S.3
  • 17
    • 44449108609 scopus 로고    scopus 로고
    • Rawls WJ, Brakensiek DL. 1985. Prediction of soil water properties for hydrologic modeling. In Watershed Management in the Eighties, Jones EB, Ward TJ (eds). Proc. Irrig. Drain. Div., ASCE, Denver, CO, 30 April-1 May 1985. American Society of Civil Engineers: Reston, VA; 34, 3293-3302, 293-299.
    • Rawls WJ, Brakensiek DL. 1985. Prediction of soil water properties for hydrologic modeling. In Watershed Management in the Eighties, Jones EB, Ward TJ (eds). Proc. Irrig. Drain. Div., ASCE, Denver, CO, 30 April-1 May 1985. American Society of Civil Engineers: Reston, VA; 34, 3293-3302, 293-299.
  • 18
    • 0032474481 scopus 로고    scopus 로고
    • Using neural networks to predict soil water retention and soil hydraulic conductivity
    • Schaap MG, Leij FL. 1998. Using neural networks to predict soil water retention and soil hydraulic conductivity. Soil and Tillage Research 47: 37-42.
    • (1998) Soil and Tillage Research , vol.47 , pp. 37-42
    • Schaap, M.G.1    Leij, F.L.2
  • 20
    • 0034193893 scopus 로고    scopus 로고
    • Improved prediction of unsaturated hydraulic conductivity with the Mualem-van Genuchten Model
    • Schaap MG, Leij FJ. 2000. Improved prediction of unsaturated hydraulic conductivity with the Mualem-van Genuchten Model. Soil Science Society of America Journal 64: 843-851.
    • (2000) Soil Science Society of America Journal , vol.64 , pp. 843-851
    • Schaap, M.G.1    Leij, F.J.2
  • 21
    • 0035479964 scopus 로고    scopus 로고
    • ROSETTA: A computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions
    • Schaap MG, Leij FJ, van Genuchten MTh. 2001. ROSETTA: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions. Journal of Hydrology 251: 163-176.
    • (2001) Journal of Hydrology , vol.251 , pp. 163-176
    • Schaap, M.G.1    Leij, F.J.2    van Genuchten, M.T.3
  • 22
    • 0030816505 scopus 로고    scopus 로고
    • Regionalization of soil water retention curves in a highly variable soilseape: I. Developing a new pedotransfer function
    • Scheinost AC, Sinowski W, Auerswald K. 1997. Regionalization of soil water retention curves in a highly variable soilseape: I. Developing a new pedotransfer function. Geoderma 78: 129-143.
    • (1997) Geoderma , vol.78 , pp. 129-143
    • Scheinost, A.C.1    Sinowski, W.2    Auerswald, K.3
  • 23
    • 1642623796 scopus 로고    scopus 로고
    • Soil Survey Staff, 9th edition. US Department of Agriculture: Washington, DC;
    • Soil Survey Staff. 2003. Keys to Soil Taxonomy, National Resources Conservation Service, 9th edition. US Department of Agriculture: Washington, DC; 332.
    • (2003) Keys to Soil Taxonomy, National Resources Conservation Service , pp. 332
  • 25
    • 0019057216 scopus 로고
    • A closed-form equation for predicting the hydraulic conductivity of unsaturated soils
    • van Genuchten MTh. 1980. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 44: 892-898.
    • (1980) Soil Science Society of America Journal , vol.44 , pp. 892-898
    • van Genuchten, M.T.1
  • 26
    • 0008904638 scopus 로고    scopus 로고
    • Three automated laboratory systems for determine the hydraulic properties of soils. In Characterization and Measurements of the Hydraulic Properties of Unsaturated Porous Media, van Genuchten MTh
    • Leij FJ, Wu L eds, University of California: Riverside, CA;
    • van den Elsen E, Stolte J, Veerman G. 1999. Three automated laboratory systems for determine the hydraulic properties of soils. In Characterization and Measurements of the Hydraulic Properties of Unsaturated Porous Media, van Genuchten MTh, Leij FJ, Wu L (eds). Proc. Int. Workshop, University of California: Riverside, CA; 329-340.
    • (1999) Proc. Int. Workshop , pp. 329-340
    • van den Elsen, E.1    Stolte, J.2    Veerman, G.3
  • 27
    • 0022169286 scopus 로고
    • On describing and predicting the hydraulic properties of unsaturated soils
    • van Genuchten MTh, Nielsen DR. 1985. On describing and predicting the hydraulic properties of unsaturated soils. Annales Geophysicae 3: 615-628.
    • (1985) Annales Geophysicae , vol.3 , pp. 615-628
    • van Genuchten, M.T.1    Nielsen, D.R.2
  • 28
    • 0024873590 scopus 로고
    • Estimating the soil moisture retention characteristics from texture, bulk density and carbon content
    • Vereecken H, Maes J, Feyen J, Darius P. 1989. Estimating the soil moisture retention characteristics from texture, bulk density and carbon content. Soil Science 148: 389-403.
    • (1989) Soil Science , vol.148 , pp. 389-403
    • Vereecken, H.1    Maes, J.2    Feyen, J.3    Darius, P.4
  • 29
    • 0024838750 scopus 로고
    • On the Akaike Informatation Criterion for choosing models for variograms of soil properties
    • Webster R, McBratney AB. 1989. On the Akaike Informatation Criterion for choosing models for variograms of soil properties. Journal of Soil Science 40: 493-496.
    • (1989) Journal of Soil Science , vol.40 , pp. 493-496
    • Webster, R.1    McBratney, A.B.2
  • 30
    • 0024163244 scopus 로고
    • Using texture and others soil properties to predict the unsaturted soil hydraulic functions
    • Wösten JHM, van Genuchten MTh. 1988. Using texture and others soil properties to predict the unsaturted soil hydraulic functions. Soil Science Society of America Journal 52: 1762-1770.
    • (1988) Soil Science Society of America Journal , vol.52 , pp. 1762-1770
    • Wösten, J.H.M.1    van Genuchten, M.T.2
  • 31
    • 0344731425 scopus 로고    scopus 로고
    • Development and use of a database of hydraulic properties of European soils
    • Wösten JHM, Lilly A, Nemes A, Le Bas C. 1999. Development and use of a database of hydraulic properties of European soils. Geoderma 90: 169-185.
    • (1999) Geoderma , vol.90 , pp. 169-185
    • Wösten, J.H.M.1    Lilly, A.2    Nemes, A.3    Le Bas, C.4
  • 32
    • 0035479883 scopus 로고    scopus 로고
    • Pedotransfer functions: Bridging the gap between available basic soil data and missing soil hydraulic characteristics
    • Wösten JHM, Pachepsky YA, Rawls WJ. 2001. Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics. Journal of Hydrology 251: 123-150.
    • (2001) Journal of Hydrology , vol.251 , pp. 123-150
    • Wösten, J.H.M.1    Pachepsky, Y.A.2    Rawls, W.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.