PEDOTRANSFER FUNCTIONS CAPABILITY TO SIMULATE BEHAVIOUR OF SMECTITIC SOILS IN ESTIMATION OF VARIOUS SOIL WATER RETENTION CURVE MODELS

Golnaz Ebrahim Zadeh, Hossein Bayat

Abstract


For modelling the flow transport in unsaturated conditions, we can use hydraulic properties which are expensive and time-consuming to be obtained directly because of high variability and complexity of soil systems. Few studies have been done about pedotransfer functions (PTFs) in smectitic soils. Moreover, the utility of fractal parameters in the prediction of soil water retention curve (SWRC) have not been investigated in these soils. In this study, PTFs have been made for estimating the parameters of van Genuchten (VG) and Dexter models by regression and artificial neural networks methods. Therefore, 69 soil samples were collected from Guilan Province, Iran. Fractal and non-fractal models were fitted to the particle size distribution (PSD) and micro-aggregate size distribution (ASD) and their parameters were calculated. To create PTFs, the parameters of PSD and ASD models were used as estimators. The comparison of the results of the two models of Dexter and VG shows the priority of Dexter model for the purpose of testing of smectitic soils. The results showed the superiority of Fredlund et al. PSD model parameters and fractal parameters of ASD, in the estimation of Dexter and VG SWRC models, respectively. This outcome may be related to the higher accuracy of Fredlund et al. PSD model in the description of the PSD data in the clayey soils. However, the higher number of parameters in comparison to the number of fractal model parameters may be another reason.

Full Text:

PDF

References


A h m a d N.: Vartisols. [In:] Pedogenesis and Soil Taxonomy. II. The Soil Orders (Eds. Wilding L.P., Smeck N.E., Hall G.F.). Development in Soil Science, Elsevier, 11B, 91, 1983.

A k a i k e H.: Automatic Control, IEEE Trans., 19, 716, 1974.

Arya L.M., D i e r o l f T.: Indirect Methods for Estimating the Hydraulic Properties of Unsaturated Soils. Univ. of California, Riverside, 115, 1992.

A r y a L.M., P a r i s J.F.: Soil Sci. Soc.Am.J., 45, 1023, 1981.

B a v e y e P., P a r l a n g e J.Y., S t e w a r t B.A.(Eds.): Fractals in Soil Science. CRC Press, 1998.

B a y a t H., E b r a h i m z a d e h G., D a v a t g a r N., S a f a r i S., Z a r e A b y a n e A.A.: Iranian J. Soil Research, 2012.

B a y a t H., N e y s h a b o u r i M., M o h a m m a d i K., N a r i m a n - Z a d e h N.: Pedosphere, 21, 107, 2011.

B a y a t H., N e y s h a b u r i M., M o h a m m a d i K., N a r i m a n - Z a d e h N., I r a n ¬n e j a d M., G r e g o r y A.S.: Computers and Electronics in Agriculture, 92, 92, 2013.

B u c h a n G.D., G r e w a l K., R o b s o n A.: Soil Sci. Soc. Am.J., 57, 901, 1993.

C l a r k L.A., P r e g i b o n D.: Tree-based Models. [In:] Statistical Models. (Eds. Cham¬bers S.J.M., Hastie T.J.). New York, Chapman and Hall, 377, 1992.

D a s M., Ve r m a O.: J. Agric. Physics, 11, 21, 2011.

D a v a t g a r N., K a v o o s i M., A l i n i a M.H., P a y k a n M.: JWSS - Isfahan Universi¬ty of Technology, 9, 71, 2006.

D e G e n n e s P.: Physics of Disordered Materials. 227, 1985.

D e x t e r A.R., C z y ż E., R i c h a r d G., R e s z k o w s k a A.: Geoderma, 143, 243, 2008.

D e x t e r A.R., C z y ż E., G a ţ e O.P.: Soil a. Till. Res., 79, 185, 2004.

D u r n e r W.: Water Res. Res., 30, 211, 1994.

E f r o n B., T i b s h i r a n i R.J.: An Introduction to the Bootstrop. London, Chapman & Hall, 57, 1993.

F a r l o w S.J.: The Am. Statistician, 35, 210, 1981.

F i l g u e i r a R.R., F o u r n i e r L.L., C e r i s o l a C.I., G e l a t i P., G a r c í a M.G.: Geoderma, 134, 327, 2006.

F l o r i a n S.C., H o r n R.: Vadose Zone J., 4, 602, 2005.

F r e d l u n d M.D., F r e d l u n d M.D., W i l s o n G.W.: Canad. Geotech. J., 37, 817, 2000.

F y l s t r a D., L a s d o n L., W a t s o n J., W a r e n A.: Interfaces, 28, 29, 1998.

G e e G.W., O r D.: Methods of Soil Analysis. Physical Methods. 5, 255, 2002.

G h a n b a r i a n - A l a v i j e h B., L i a g h a t A., H u a n g G.H., Va n G e n u c h t e n M.T.: Pedosphere, 20, 456, 2010.

H a v e r k a m p R.T., P a r l a n g e J.Y.: Soil Sci., 142, 325, 1986.

H i l l e l D.: Environmental Soil Physics: Fundamentals, Applications, and Environmental Considerations. Academic Press, 1998.

H o d n e t t M., T o m a s e l l a J.: Geoderma, 108, 155, 2002.

H o r n R.: Academic Press, London, 336, 1994.

H u a n g G.H., Z h a n g R.D., H u a n g Q.Z.: Pedosphere, 16, 137, 2006.

H w a n g S.I., P o w e r s S.E.: Soil Sci. Soc. Am. J., 67, 1103, 2003.

J a r v i s N., B r o w n C., G r a n i t z a E.: Agric. Water Manag., 44, 247, 2000.

K e s h a v a r z i A., S a r m a d i a n F., Z o l f a g h a r i A., P e z e s h k i P.: Int. J. Aric. Res., 7, 166, 2012.

K h o d a v e r d i l o o H., H o m a e e M., v a n G e n u c h t e n M.T., Dashtaki S.G.: J. Hydrol., 399, 93, 2011.

L e i j F.J., R u s s e l l W.B., L e s c h S.M.: Ground Water, 35, 848, 1997.

M a n d e l b r o t B.B.: The Fractal Geometry of Nature. New York, WH Freeman & Co., 1983.

M a n y a m e C., M o r g a n C., H e i l m a n J., F a t o n d j i D., G e r a r d B., P a y n e W.: Geoderma, 141, 407, 2007.

M i l l a n H., G o n z a l e z - P o s a d a M., A g u i l a r M., Domınguez J., C e s p e d e s L.: Geoderma, 117, 117, 2003.

M i l l á n H., G o n z á l e z - P o s a d a M., M o r i l l a A., Pérez E.: Geoderma, 138, 185, 2007.

M i n a s n y B., M c B r a t n e y A.: Soil Sci. Soc.Am. J., 66, 352, 2002.

M o s a d d e g h i M.R., M a h b o u b i A.A.: Arch. Agron.Soil Sci., 57, 327, 2011.

O r D., W r a i t h J.M.: Soil Water Content and Water Potential Relationships. [In:] Soil Physics Companion (Ed. Warrick A.W.). CRC Press, Boca Raton, Florida, 49, 2002.

P a c h e p s k y Y.A., T i m l i n D., Va r a l l y a y G.: Soil Sci. Soc. Am. J., 60, 727, 1996.

P a r k e r J., A m o s D., Z e l a z n y L.: Soil Sci. Soc. Am. J., 46, 450, 1982.

P a t i l N., R a j p u t G.: J. Irrig. Drainage Eng., 135, 286, 2009.

P e r f e c t E., K a y B.: Soil Sci. Soc.Am. J., 55, 1552, 1991.

P e r f e c t E., R a s i a h V., K a y B.: Soil Sci. Soc.Am. J., 56, 1407, 1992.

P e r r i e r E., B i r d N.: Scaling Methods in Soil Physics, 1, 2003.

P e r r i e r E., B i r d N.: Soil a.Till. Res., 64, 91, 2002.

P e r r i e r E., B i r d N., R i e u M.: Geoderma, 88, 137, 1999.

R i e u M., S p o s i t o G.: Soil Sci. Soc. Am. J., 55, 1231, 1991.

S c h a a p M.G., L e i j F.J., v a n G e n u c h t e n M.T.: Soil Sci. Soc.Am. J., 62, 847, 1998.

S c h e i n o s t A., S i n o w s k i W., A u e r s w a l d K.: Adv. GeoEcology, 30, 23, 1997.

S k a g g s T., A r y a L., S h o u s e P., M o h a n t y B.: Soil Sci. Soc.Am. J., 65, 1038, 2001.

T a b o a d a M.A.: College on Soil Physics, Trieste, 2003.

T a m a r i S.: Soil Technology, 7, 57, 1994.

T i e t j e O., T a p k e n h i n r i c h s M.: Soil Sci. Soc. Am. J., 57, 1088, 1993.

T i t t o n e l l P., S h e p h e r d K.D., Va n l a u w e B., G i l l e r K.E.: Agric.Ecosyst. Envi¬ron., 123, 137, 2008.

T o l e d o P.G., N o v y R.A., D a v i s H.T., S c r i v e n L.: Soil Sci. Soc. Am. J., 54, 673, 1990.

T o m a s e l l a J., H o d n e t t M.G., R o s s a t o L.: 2000.

T y l e r S.W., W h e a t c r a f t S.W.: Water Resour. Res., 26, 1047, 1990.

U n g a r o F., C a l z o l a r i C., B u s o n i E.: Geoderma, 124, 293, 2005.

v a n G e n u c h t e n M.T.: Soil Sci. Soc. Am. J., 44, 892, 1980.

Ve l d e B.: Geoderma, 99, 261, 2001.

W ö s t e n J.H.M., P a c h e p s k y Y.A., R a w l s W.J.: J. Hydrol., 251, 123, 2001.

X u Y., D o n g P.: Chaos, Solitons a. Fractals, 19, 327, 2004.

Z h a n g B., H o r n R.: Geoderma, 99, 123, 2001.




DOI: http://dx.doi.org/10.17951/pjss.2012.45.2.105
Date of publication: 2016-04-05 12:07:10
Date of submission: 2016-04-05 11:04:24


Statistics


Total abstract view - 350
Downloads (from 2020-06-17) - PDF - 204

Indicators



Refbacks

  • There are currently no refbacks.


Copyright (c) 2016 Golnaz Ebrahim Zadeh, Hossein Bayat

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.