Pedotransfer functions for soil hydraulic properties developed from a hilly watershed of Eastern India

Abstract Saturated hydraulic conductivity (Ks) and water retention characteristics (θ − h) of soil are needed to characterize the hydrological response of watersheds. Direct measurement of these two hydraulic properties at multiple locations in a watershed is time-consuming and costly. Alternatively, pedotransfer functions (PTFs) may be used to indirectly estimate these properties from easy-to-measure soil properties. However, in many developing countries such PTFs are not available because of the lack of large databases typically required to develop PTFs. In this study, PTFs were developed from a limited number of soils collected from a hilly watershed located in the Western Catchment of the Chilika Lake, Orissa, India. Point PTF for Ks and parametric PTFs for the parameters of van Genuchten water retention model were developed through multiple linear regression technique. Soil texture, organic carbon contents, pH, and elevation were used as the input variable for these new PTFs. These PTFs were validated against the two national datasets on the Benchmark Soils of India and those representing the Indo-Gangetic Plains. All the three PTFs showed the best performance when applied to soils of the watershed from where the PTFs were developed. When applied to soils outside the study area, these PTFs performed similar to established PTFs, which are generally derived from very large databases. A significant result of this study is that robust PTFs may be developed from a limited number of soil samples provided there is sufficient variability in soil properties. This study shows that soils collected from hilly watersheds may possess such variability. Small area of a watershed is also convenient to collect large number of soil samples needed to develop robust PTFs.

[1]  J. Wösten,et al.  Development and use of a database of hydraulic properties of European soils , 1999 .

[2]  Olaf Tietje,et al.  Accuracy of the saturated hydraulic conductivity prediction by pedo-transfer functions compared to the variability within FAO textural classes , 1996 .

[3]  R. Murthy,et al.  Benchmark soils of India. Morphology, characteristics and classification for resource management. , 1982 .

[4]  M. G. Hodnett,et al.  Marked differences between van Genuchten soil water-retention parameters for temperate and tropical soils: a new water-retention pedo-transfer functions developed for tropical soils , 2002 .

[5]  A. Walkley,et al.  AN EXAMINATION OF THE DEGTJAREFF METHOD FOR DETERMINING SOIL ORGANIC MATTER, AND A PROPOSED MODIFICATION OF THE CHROMIC ACID TITRATION METHOD , 1934 .

[6]  Susan A. Murphy,et al.  Monographs on statistics and applied probability , 1990 .

[7]  Marcel G. Schaap,et al.  Functional evaluation of pedotransfer functions derived from different scales of data collection , 2003 .

[8]  V. R. Tarnawski,et al.  Evaluation of Pedo-transfer Functions For Unsaturated Soil Hydraulic , 2001 .

[9]  D. R. Bhumbla,et al.  Relationship of texture to some important soil moisture constants , 1968 .

[10]  Javier Tomasella,et al.  Comparison of Two Techniques to Develop Pedotransfer Functions for Water Retention , 2003 .

[11]  Walter J. Rawls,et al.  Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics , 2001 .

[12]  Walter J. Rawls,et al.  Field‐Scale Water Flow Simulations Using Ensembles of Pedotransfer Functions for Soil Water Retention , 2006 .

[13]  Costanza Calzolari,et al.  Development of pedotransfer functions using a group method of data handling for the soil of the Pianura Padano-Veneta region of North Italy: water retention properties , 2005 .

[14]  A-Xing Zhu,et al.  Estimating soil hydraulic properties of Fengqiu County soils in the North China Plain using pedo-transfer functions , 2007 .

[15]  M. Tapkenhinrichs,et al.  Evaluation of Pedo-Transfer Functions , 1993 .

[16]  Budiman Minasny,et al.  Comparison of different approaches to the development of pedotransfer functions for water-retention curves , 1999 .

[17]  Anil Kumar Singh,et al.  Development and validation of pedotransfer functions for water retention, saturated hydraulic conductivity and aggregate stability of soils of banha watershed in Jharkhand , 2003 .

[18]  N. Batjes,et al.  Soil data derived from SOTER for studies of carbon stocks and change in the Indo-Gangetic Plains (India) (ver. 1.0; GEFSOC Project) , 2004 .

[19]  Marc Van Meirvenne,et al.  Evaluation of Pedotransfer Functions for Predicting the Soil Moisture Retention Curve , 2001 .

[20]  D. L. Brakensiek,et al.  Estimation of Soil Water Properties , 1982 .

[21]  Marcel G. Schaap,et al.  Description of the unsaturated soil hydraulic database UNSODA version 2.0 , 2001 .

[22]  J.H.M. Wösten,et al.  Evaluation of pedotransfer functions , 2004 .

[23]  L. P. van Reeuwijk,et al.  Pedotransfer functions for the estimation of moisture retention characteristics of Ferralsols and related soils , 1997 .

[24]  Van Genuchten,et al.  A closed-form equation for predicting the hydraulic conductivity of unsaturated soils , 1980 .

[25]  Jianting Zhu,et al.  Including Topography and Vegetation Attributes for Developing Pedotransfer Functions , 2006 .

[26]  G. Uehara,et al.  Influence of Soil Structure on Water Relations in Low Humic Latosols: I. Water Retention1 , 1968 .

[27]  Nunzio Romano,et al.  Prediction of soil water retention using soil physical data and terrain attributes , 2002 .

[28]  D. Hillel,et al.  COMPARISON OF THREE METHODS FOR ASSESSING SOIL HYDRAULIC PROPERTIES , 1993 .

[29]  M. Schaap,et al.  ROSETTA: a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions , 2001 .

[30]  G. Gee,et al.  Particle-size Analysis , 2018, SSSA Book Series.

[31]  R. Walczak,et al.  Modeling of soil water retention curve using soil solid phase parameters , 2006 .

[32]  Brent Clothier,et al.  A COMPARISON OF THREE FIELD METHODS FOR MEASURING SATURATED HYDRAULIC CONDUCTIVITY , 1985 .

[33]  Jeffrey S. Kern,et al.  Evaluation of Soil Water Retention Models Based on Basic Soil Physical Properties , 1995 .