Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
Soil Research Soil Research Society
Soil, land care and environmental research
RESEARCH ARTICLE

Pedotransfer functions for predicting the hydraulic properties of Indian soils

Partha Pratim Adhikary A , Debashis Chakraborty A G , Naveen Kalra A , C. B. Sachdev B , A. K. Patra C , Sanjeev Kumar D , R. K. Tomar A , Parvesh Chandna E , Dhwani Raghav A , Khushboo Agrawal A and Mukesh Sehgal F
+ Author Affiliations
- Author Affiliations

A Division of Agricultural Physics, Indian Agricultural Research Institute, New Delhi 110 012, India.

B NBSS&LUP, Regional Centre Delhi, Pusa Campus, Indian Agricultural Research Institute, New Delhi 110 012, India.

C Division of Soil Science and Agricultural Chemistry, Indian Agricultural Research Institute, New Delhi 110 012, India.

D Division of Environmental Sciences, Indian Agricultural Research Institute, New Delhi 110 012, India.

E CIMMYT-India/RWC, CG Block, NASC Complex, DP Shastri Marg, New Delhi 110 012, India.

F NCIPM, Pusa Campus, Indian Agricultural Research Institute, New Delhi 110 012, India.

G Corresponding author. Email: debashis@iari.res.in

Australian Journal of Soil Research 46(5) 476-484 https://doi.org/10.1071/SR07042
Submitted: 4 April 2007  Accepted: 2 June 2008   Published: 5 August 2008

Abstract

Most of the data pertaining to Indian soils are limited to the major soil separates, sand, silt, and clay. We examined the possibilities of using these parameters to describe the hydraulic characteristics of the soils of India. The final or steady-state infiltration rate, which is mainly profile-controlled, showed a power function relationship with the maximum and the average clay content in the soil profile. The saturated hydraulic conductivity also showed a similar relationship with the silt + clay content. The soil water content at a given suction could be satisfactorily predicted using the percentage of major soil separates, sand, silt, and clay. The coefficients in the soil water function ψ(θ) were linearly related to the sand content. Non-linear regression equations were developed to predict these coefficients using the percentages of sand and clay in soils. The equations proved to be quite satisfactory for a wide range of textures and provided reasonably accurate estimates of the soil water characteristic curve from a minimum of readily available data.

Additional keywords: pedotransfer functions, infiltration rate, saturated hydraulic conductivity, soil water content, soil water potential, soil texture, prediction.


Acknowledgement

Authors are thankful to Dr S. P. Cuttle at IGER, UK, for his valuable comments and necessary English editing on the manuscript.


References


Abrol IP, Khosla BK, Bhumbla DR (1968) Relationship of texture to some important soil moisture constants. Geoderma 2, 33–39.
Crossref | GoogleScholarGoogle Scholar | open url image1

Anon. (1979) Physical properties of soils of India. All-India Coordinated Research Project on Improvement of Soil Physical Conditions to Increase Agricultural Production of Problematic Areas and Acid Soils. ICAR, New Delhi.

Bhavanarayana M, Rao TV, Krishna Murthi GSR (1986) Statistical relationships of water retention and availability with soil matrix and charge properties. International Agrophysics 2, 134–144. open url image1

Biswas BC , Yadav DS , Maheswari S (1985) ‘Soils of India and their management.’ (Fertilizer Association of India: New Delhi)

Borg H (1982) Estimating soil hydraulic properties from textural data. PhD Thesis (Diss. Abstr. 83–03292), Washington State University, Pullman, WA, USA.

Bouma J (1989) Using soil survey data for quantitative land evaluation. Advances in Soil Science 9, 177–213. open url image1

Bouma J , van Lanen HAJ (1987) Transfer functions and threshold values: from soil characteristics to land qualities. In ‘Proceedings of ISSS/SSSA Workshop on Quantified Land Evaluation Procedures’. International Institute for Aerospace Survey and Earth Science, Publ. No. 6. (Eds KJ Beek, PA Burrough, DE McCormack) pp. 106–111. (Enschede: The Netherlands)

Bouwer H (1986) ‘Intake rate: cylinder infiltrometer. Methods of soil analysis.’ ASA Monograph 9. (Ed. A Klute) (ASA: Madison, WI)

Brooks RH , Corey AT (1964) Hydraulic properties of porous media. Hydrology Paper No. 3, Colorado State University, Fort Collins, CO, USA.

Bruand A, Baize D, Hardy M (1994) Predicting water retention properties of clayey soil using a single soil characteristic. Soil Use and Management 10, 99–103.
Crossref | GoogleScholarGoogle Scholar | open url image1

Cameira MR, Fernando RM, Pereira LS (2003) Soil macropore dynamics affected by tillage and irrigation for a silty loam alluvial soil in southern Portugal. Soil & Tillage Research 70, 131–140.
Crossref | GoogleScholarGoogle Scholar | open url image1

Campbell GS (1974) A simple method for determining unsaturated hydraulic conductivity from moisture retention data. Soil Science 117, 311–314.
Crossref | GoogleScholarGoogle Scholar | open url image1

Cassel D, Bauer A (1975) Spatial variability in soils below depth of tillage. Soil Science Society of America Journal 39, 247–250. open url image1

Cassel DK (1983) Spatial and temporal variability of soil physical properties following tillage of Norfolk loamy sand. Soil Science Society of America Journal 47, 196–201. open url image1

Clapp RB, Hornberger GM (1978) Empirical equation for some hydraulic properties. Water Resources Research 14, 601–604.
Crossref | GoogleScholarGoogle Scholar | open url image1

Cosby BJ, Hornberger GM, Clapp RB, Ginn TR (1984) A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils. Water Resources Research 20, 682–690.
Crossref | GoogleScholarGoogle Scholar | open url image1

Crout NMJ , Young SD , Bradley RG (1997) PARCH — technical manual. Natural Resources Institute, Chatham, UK.

Cuenca RH, Ek M, Mahrt L (1996) Impact of soil water properties parameterization on atmospheric boundary layer simulation. Journal of Geophysical Research 101, 7269–7277.
Crossref | GoogleScholarGoogle Scholar | open url image1

Das DK , Singh G , Garg RN (1995) Improvement of soil physical conditions and crop growth: research highlights. ICAR All-India Coordinated Research Project, Division of Agricultural Physics, IARI, New Delhi.

Dolman AJ , Hall AJ , Kavvas ML , Oki T , Pomeroy JW (Eds) (2001) ‘Soil–vegetation–atmosphere transfer schemes and large-scale hydrological models.’ IAHS Publication. (IAHS Press, Centre for Ecology and Hydrology: Wallingford, UK)

Ferrero A, Usowicz B, Lipiec J (2005) Effects of tractor traffic on spatial variability of soil strength and water content in grass covered and cultivated sloping vineyard. Soil & Tillage Research 84, 127–138.
Crossref | GoogleScholarGoogle Scholar | open url image1

Gardner WR (1970) Field measurement of soil water diffusivity. Soil Science Society of America Proceedings 34, 832–833. open url image1

Gardner WR, Hillel D, Benyamini Y (1970a) Post irrigation movement of water: I. Redistribution. Water Resources Research 6, 851–861.
Crossref | GoogleScholarGoogle Scholar | open url image1

Gardner WR, Hillel D, Benyamini Y (1970b) Post irrigation movement of water: II. Simultaneous redistribution and evaporation. Water Resources Research 6, 1148–1153.
Crossref | GoogleScholarGoogle Scholar | open url image1

Gummaa GS (1978) Spatial variability of in situ available water. PhD Thesis, University of Arizona, AZ, USA.

Gupta RP , Satyendra Kumar , Singh T (1984) ‘Soil management to increase crop production.’ (Indian Council of Agricultural Research: New Delhi)

Gupta SC, Larson WE (1979) Estimating soil water retention characteristics from particle size distribution, organic matter content, and bulk density. Water Resources Research 15, 1633–1635.
Crossref | GoogleScholarGoogle Scholar | open url image1

Hall DGM , Reeve MJ , Thomasson AJ , Wright VF (1977) ‘Water retention, porosity and density of field soils.’ Technical Monograph No. 9. (Rothamsted Experimental Station: Harpenden, UK)

Heddadj D, Gascuel-Odoux C (1999) Topographic and seasonal variations of unsaturated hydraulic conductivity as measured by tension disc infiltrometers at the field scale. European Journal of Soil Science 50, 275–283.
Crossref | GoogleScholarGoogle Scholar | open url image1

Hodnett MG, Pimentel da Silva L, da Rocha HR, Cruz Senna R (1995) Seasonal soil water storage changes beneath central Amazonian rainforest and pasture. Journal of Hydrology 170, 233–254.
Crossref | GoogleScholarGoogle Scholar | open url image1

Hodnett MG, Tomasella J (2002) Marked differences between van Genuchten soil water retention parameters for temperate and tropical soils: a new water retention pedotransfer functions developed for tropical soils. Geoderma 108, 155–180.
Crossref | GoogleScholarGoogle Scholar | open url image1

Kaur R, Kumar S, Gurung HP (2002) A pedo-transfer function (PTF) for estimating soil bulk density from basic soil data and its comparison with existing PTFs. Australian Journal of Soil Research 40, 847–857.
Crossref | GoogleScholarGoogle Scholar | open url image1

Kern JS (1995) Evaluation of soil water retention models based on basic soil physical properties. Soil Science Society of America Journal 59, 1134–1141. open url image1

Klute A , Dirksen C (1986) ‘Hydraulic conductivity and diffusivity: laboratory methods. Methods of soil analysis: Part I.’ Monograph No. 9. (Ed. A Klute) pp. 687–734. (ASA: Madison, WI)

Libardi PC, Reinhardt K, Nielsen DR, Biggar JW (1980) Simple field methods for estimating soil hydraulics conductivity. Soil Science Society of America Journal 44, 3–6. open url image1

McCuen RH, Rawls WJ, Brakensiek DL (1981) Statistical analysis of the Brooks-Corey and the Green-Ampt parameters across soil texture. Water Resources Research 17, 1005–1013.
Crossref | GoogleScholarGoogle Scholar | open url image1

Mugabe FT (2004) Pedotransfer functions for predicting three points on the moisture characteristic curve of a Zimbabwean soil. Asian Journal of Plant Science 3, 679–682. open url image1

Murthy RS , Hirekerur LR , Despande SB , Venkata Rao BV (Eds) (1982) ‘Benchmark soil of India: morphology, characteristics and classification for resource management.’ (NBSS&LUP: Nagpur, India)

Nielsen DR, Biggar JW, Erh KT (1973) Spatial variability of field measured soil water properties. Hilgardia 42, 215–259. open url image1

Petersen GW, Cunningham RL, Matelski RP (1968) Moisture characteristics of Pennsylvania soils: I. Moisture retention as related to texture. Soil Science Society of America Proceedings 32, 271–275. open url image1

Rao KS, Narasimha Rao PV, Mohan BK, Venketachalam P (1988) Relation between water retention characteristics of soil and their physical properties. Journal of Soil and Water Conservation, India 32, 52–69. open url image1

Rawls WJ, Brakensiek DL, Saxton KE (1982) Estimation of soil water properties. Transactions of the American Society of Agricultural Engineers 25, 1316–1320. open url image1

Ross P (1990) ‘SWIM: a simulation model for soil water infiltration and movement.’ Reference manual. (CSIRO Division of Soils)

Saikia US, Singh AK (2003) Development and validation of pedotransfer functions for water retention, saturated hydraulic conductivity and aggregate stability of soils of Banha watershed. Journal of the Indian Society of Soil Science 51, 484–488. open url image1

Salter PJ, Williams JB (1969) The influence of texture on the moisture characteristics of soils. V. Relationships between particle size composition and moisture contents at the upper and lower limits of available water. Journal of Soil Science 20, 126–131.
Crossref | GoogleScholarGoogle Scholar | open url image1

Saxton KE, Rawls WJ (2006) Soil water characteristic estimates by texture and organic matter for hydrologic solutions. Soil Science Society of America Journal 70, 1569–1578.
Crossref | GoogleScholarGoogle Scholar | open url image1

Saxton KE, Rawls WJ, Romberger JS, Papendick RI (1986) Estimating generalized soil-water characteristics from texture. Soil Science Society of America Journal 50, 1031–1036. open url image1

Sehgal JL , Mandal DK , Mandal C , Vadivelu S (1992) Agro-ecological regions of India. NBSS&LUP, ICAR, Technical Bulletin No. 24, Nagpur, India.

Singh AK (2000) Use of pedotransfer functions in crop growth simulation. Journal of Water Management 8, 18–21. open url image1

Singh AK (2004) Use of pedotransfer functions in soil science. Journal of the Indian Society of Soil Science 52, 344–356. open url image1

Singh R, Das DK, Singh AK (1992) Prediction of hydrological characteristics from basic properties of alluvial soils. Journal of the Indian Society of Soil Science 40, 180–183. open url image1

SPSS (2004) ‘Statistical package for social sciences. Version 13.0.’ Command Syntax Reference 2004. (SPSS Inc.: Chicago, IL)

Tietje O, Tarpenhinrichs M (1993) Evaluation of pedotransfer functions. Soil Science Society of America Journal 57, 1088–1095. open url image1

Tomasella J, Hodnett MG (1998) Estimating soil water retention characteristics from limited data in Brazilian Amazonia. Soil Science 163, 192–202.
Crossref |
open url image1

Tomasella J, Hodnett MG, Rossato L (2000) Pedotransfer functions for the estimation of soil water retention in Brazilian soils. Soil Science Society of America Journal 64, 327–338. open url image1

van Genuchten MTh (1980) A closed form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 44, 890–892. open url image1

van Genuchten MTh , Leij FJ , Lund LJ (Eds) (1989) ‘International workshop for indirect methods for estimating hydraulic properties of unsaturated soils.’ (University of California: Riverside, CA)

Velayutham M, Raj D (1971) Interrelationship between soil separates and properties of the soils of Tamil Nadu. Journal of the Indian Society of Soil Science 19, 353–361. open url image1

Warrick AW , Nielsen DR (1980) Spatial variability of soil physical properties in the field. In ‘Applications of soil physics’. (Ed. D Hillel) pp. 319–344. (Academic Press: New York)

Williams J, Prebble RE, Williams WT, Hignett CT (1983) The influence of texture, structure, and clay mineralogy on the soil moisture characteristic. Australian Journal of Soil Research 21, 15–32.
Crossref | GoogleScholarGoogle Scholar | open url image1

Xue Y, Zeng FJ, Schossler CA (1996) SSiB and its sensitivity to soil properties – a case study using HAPEX-mobility data. Global and Planetary Change 13, 183–194.
Crossref | GoogleScholarGoogle Scholar | open url image1