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Volumn 43, Issue , 2012, Pages 25-33

An evolutionary approach to modelling the soil-water characteristic curve in unsaturated soils

Author keywords

Data mining; Evolutionary computing; Pressure plate test; SWCC

Indexed keywords

ATMOSPHERIC AIR PRESSURE; CLAY CONTENT; COMPLEX RELATIONSHIPS; DATA MINING TECHNIQUES; EVOLUTIONARY APPROACH; EVOLUTIONARY COMPUTING; GAIN INSIGHT; MODEL INPUTS; MODEL OUTPUTS; MODEL PREDICTION; POLYNOMIAL REGRESSION; PRESSURE PLATE TEST; SANDY LOAMS; SILT CONTENTS; SILTY CLAY; SOIL-WATER CHARACTERISTIC CURVE; SWCC; UNSATURATED SOIL; VOID RATIOS;

EID: 84859381936     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2012.02.021     Document Type: Article
Times cited : (25)

References (23)
  • 1
    • 0032004023 scopus 로고    scopus 로고
    • A predictive model for the water retention curve: application to tailings from hardrock mines
    • Aubertin M., Ricard J.F., Chapuis R.P. A predictive model for the water retention curve: application to tailings from hardrock mines. Canadian Geotechnical Journal 1998, 35(1):55-69.
    • (1998) Canadian Geotechnical Journal , vol.35 , Issue.1 , pp. 55-69
    • Aubertin, M.1    Ricard, J.F.2    Chapuis, R.P.3
  • 2
    • 0003451857 scopus 로고
    • Hydraulic Properties of Porous Media
    • Hydrology Paper, no. 3. Colorado State University, Fort Collins, CO.
    • Brooks, R.H., Corey, A.T., 1964. Hydraulic Properties of Porous Media. Hydrology Paper, no. 3. Colorado State University, Fort Collins, CO.
    • (1964)
    • Brooks, R.H.1    Corey, A.T.2
  • 3
    • 0036845179 scopus 로고    scopus 로고
    • Combining a fuzzy optimal model with a genetic algorithm to solve multiobjective rainfall-runoff model calibration
    • Cheng C.T., Ou C.P., Chau K.W. Combining a fuzzy optimal model with a genetic algorithm to solve multiobjective rainfall-runoff model calibration. Journal of Hydrology 2002, 268(1-4):72-86.
    • (2002) Journal of Hydrology , vol.268 , Issue.1-4 , pp. 72-86
    • Cheng, C.T.1    Ou, C.P.2    Chau, K.W.3
  • 4
    • 0029729461 scopus 로고    scopus 로고
    • Water retention in Australian soil, description and prediction using parametric functions
    • Cresswell H.P., Paydar Z. Water retention in Australian soil, description and prediction using parametric functions. Australian Journal of Soil Research 1996, 34(2):195-212.
    • (1996) Australian Journal of Soil Research , vol.34 , Issue.2 , pp. 195-212
    • Cresswell, H.P.1    Paydar, Z.2
  • 5
    • 33845524858 scopus 로고    scopus 로고
    • A volume-mass constitutive model for unsaturated soils in terms of two independent stress state variables
    • ASCE, Carefree, Arizona.
    • Fredlund, D.G., Pham, H.Q., 2006. A volume-mass constitutive model for unsaturated soils in terms of two independent stress state variables. In: Proceedings of the Fourth International Conference on Unsaturated Soils, vol. 1. ASCE, Carefree, Arizona, pp. 105-134.
    • (2006) Proceedings of the Fourth International Conference on Unsaturated Soils , vol.1 , pp. 105-134
    • Fredlund, D.G.1    Pham, H.Q.2
  • 6
    • 0030157748 scopus 로고
    • The relationship of the unsaturated soil shear strength to the soil-water characteristic curve
    • Fredlund D.G., Xing A., Fredlund M.D., Barbour S.L. The relationship of the unsaturated soil shear strength to the soil-water characteristic curve. Canadian Geotechnical Journal 1995, 32:440-448.
    • (1995) Canadian Geotechnical Journal , vol.32 , pp. 440-448
    • Fredlund, D.G.1    Xing, A.2    Fredlund, M.D.3    Barbour, S.L.4
  • 7
    • 0002884320 scopus 로고    scopus 로고
    • Prediction of the soil-water characteristic curve from grain size distribution and volume-mass properties
    • Rio de Janeiro, Brazil.
    • Fredlund, M.D., Fredlund, D.G., Wilson, G.W., 1997. Prediction of the soil-water characteristic curve from grain size distribution and volume-mass properties. In: Proceedings of the Third Brazilian Symposium on Unsaturated Soils. Rio de Janeiro, Brazil, pp. 13-23.
    • (1997) Proceedings of the Third Brazilian Symposium on Unsaturated Soils , pp. 13-23
    • Fredlund, M.D.1    Fredlund, D.G.2    Wilson, G.W.3
  • 8
    • 0036025920 scopus 로고    scopus 로고
    • Use of grain-size distribution for estimation of the soil water characteristic curve
    • Fredlund M.D., Wilson G.W., Fredlund D.G. Use of grain-size distribution for estimation of the soil water characteristic curve. Canadian Geotechnical Journal 2002, 39(5):1103-1117.
    • (2002) Canadian Geotechnical Journal , vol.39 , Issue.5 , pp. 1103-1117
    • Fredlund, M.D.1    Wilson, G.W.2    Fredlund, D.G.3
  • 9
    • 33744791952 scopus 로고    scopus 로고
    • A symbolic data-driven technique based on evolutionary polynomial regression
    • (IWA-IAHR Publishing, UK)
    • Giustolisi O., Savic D.A. A symbolic data-driven technique based on evolutionary polynomial regression. Journal of Hydroinformatics 2006, 8(3):207-222. (IWA-IAHR Publishing, UK).
    • (2006) Journal of Hydroinformatics , vol.8 , Issue.3 , pp. 207-222
    • Giustolisi, O.1    Savic, D.A.2
  • 10
    • 0023159444 scopus 로고
    • A retentivity function for use in soil water simulation models
    • Hutson J.L., Cass A. A retentivity function for use in soil water simulation models. Soil Science 1987, 38(1):105-113.
    • (1987) Soil Science , vol.38 , Issue.1 , pp. 105-113
    • Hutson, J.L.1    Cass, A.2
  • 11
    • 70249127883 scopus 로고    scopus 로고
    • Intelligent finite element method; an evolutionary approach to constitutive modelling
    • Javadi A.A., Rezania M. Intelligent finite element method; an evolutionary approach to constitutive modelling. Journal of Advanced Engineering Informatics 2009, 23(4):442-451.
    • (2009) Journal of Advanced Engineering Informatics , vol.23 , Issue.4 , pp. 442-451
    • Javadi, A.A.1    Rezania, M.2
  • 13
    • 33749680116 scopus 로고    scopus 로고
    • Prediction of soil-water characteristic curve using a genetic based neural network
    • Johari A., Habibagahi G., Ghahramani A. Prediction of soil-water characteristic curve using a genetic based neural network. Scientia Iranica 2006, 13(3):284-294.
    • (2006) Scientia Iranica , vol.13 , Issue.3 , pp. 284-294
    • Johari, A.1    Habibagahi, G.2    Ghahramani, A.3
  • 16
    • 76549115494 scopus 로고    scopus 로고
    • A novel approach for modelling soil water characteristic curves with hysteresis
    • Pedroso D.M., Williams D.J. A novel approach for modelling soil water characteristic curves with hysteresis. Computers and Geotechniques 2010, 37(3):374-380.
    • (2010) Computers and Geotechniques , vol.37 , Issue.3 , pp. 374-380
    • Pedroso, D.M.1    Williams, D.J.2
  • 18
    • 84861002815 scopus 로고    scopus 로고
    • SoilVision, SoilVision Systems Ltd., Sask., Saskatchewan, Canada.
    • SoilVision, 2002. SoilVision Systems Ltd., Sask., Saskatchewan, Canada.
    • (2002)
  • 19
    • 0031956844 scopus 로고    scopus 로고
    • Estimating soil water retention characteristics from limited data in Brazilian Amazonia
    • Tomasella J., Hodnett M.G. Estimating soil water retention characteristics from limited data in Brazilian Amazonia. Soil Science 1998, 163(3):190-202.
    • (1998) Soil Science , vol.163 , Issue.3 , pp. 190-202
    • Tomasella, J.1    Hodnett, M.G.2
  • 20
    • 0019057216 scopus 로고
    • A closed-form equation for predicting the hydraulic conductivity of unsaturated soils
    • Van Genuchten M.Th. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 1980, 44:892-898.
    • (1980) Soil Science Society of America Journal , vol.44 , pp. 892-898
    • Van Genuchten, M.1
  • 22
    • 33845447724 scopus 로고    scopus 로고
    • A hybrid adaptive time-delay neural network model for multi-step-ahead prediction of sunspot activity
    • Xie J.X., Cheng C.T., Chau K.W., Pei Y.Z. A hybrid adaptive time-delay neural network model for multi-step-ahead prediction of sunspot activity. International Journal of Environment and Pollution 2006, 28(3-4):364-381.
    • (2006) International Journal of Environment and Pollution , vol.28 , Issue.3-4 , pp. 364-381
    • Xie, J.X.1    Cheng, C.T.2    Chau, K.W.3    Pei, Y.Z.4
  • 23
    • 58749093064 scopus 로고    scopus 로고
    • Soil-water characteristic curve variability
    • Geotechnical Special Publication.
    • Zapata C.E., Houston W.N., Walsh K.D. Soil-water characteristic curve variability. Advances in Unsaturated Geotechnics 2003, 99. Geotechnical Special Publication, pp. 84-124.
    • (2003) Advances in Unsaturated Geotechnics , vol.99 , pp. 84-124
    • Zapata, C.E.1    Houston, W.N.2    Walsh, K.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.