Article

On the Determination of Unsaturated Hydraulic Conductivity From Soil Moisture Profiles and From Water Retention Curves

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Abstract

When solving water flow in a soil using Darcy-Richards' equation, information about the unsaturated hydraulic conductivity of the soil is necessary. However, direct measurement of unsaturated hydraulic conductivity is time consuming and expensive. Therefore, instantaneous profile methods and/or models to estimate the unsaturated hydraulic conductivity from water retention data are preferable. However, results of the instantaneous profile methods are often influenced by how precise we express the relation of measured volume wetness with time and the relation of measured hydraulic heads with soil depth. Here, we introduce three regression functions for expressing these relationships. In addition, an empirical model relating the measured unsaturated hydraulic conductivity with volume wetness was also developed. Evaluations of Burdine and Mualem models to predict the unsaturated hydraulic conductivity from the water retention curves were conducted. The results show Burdine and Mualem models can estimate the unsaturated hydraulic conductivity better for the tested soils at lower volume wetness. (C) Williams & Wilkins 1993. All Rights Reserved.

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... Nonlinear transformations of basic soil parameters (e.g., logarithmic or exponential) and the use of non-linear regression equations appeared to be beneficial . Recently equations built using artificial neural networks (ANN) were found to be more accurate compared with statistical regressions in estimating soil water retention from basic soil properties [Pachepsky and Timlin, 1994;Pachepsky et al., 1996;Schaap and Bouten, 1996]. The ANNs provide an excellent flexibility in mapping complex 'input-output' dependencies [Hecht-Nielsen, 1990]. ...
... The accuracy of both K sat estimates and water retention estimates affects the unsaturated hydraulic conductivity estimates that are relying on these two hydraulic parameters [Alexander and Skaggs, 1984]. There are indications that the capillary pore space models can be used only at relatively high hydraulic heads [Wösten and van Genuchten, 1988;Setiawan and Nakano, 1993]. If the soil water potential is larger than some critical value R c , some part of soil water moves through large pores, and degree of saturation of these pores may not determine their hydraulic conductivity. ...
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Pedotransfer functions (PTFs) express relationships between soil properties from soil surveys and soil parameters needed in applications such as modeling or soil quality assessment. The accuracy and the reliability of PTFs vary and depend on the selection of the PTF equation, the availability of soil properties used in the PTF, the homogeneity of the data set, and the scale at which the data were collected. Artificial neural networks and the group method of data handling may generate more accurate PTFs than statistical regression. Soil structure parameters in PTFs improve their accuracy. The accuracy of PTFs increases when a preliminary data grouping is made and separate PTFs are developed for each group. Cross-validation is helpful in assessing whether the grouping will improve the reliability. PTFs are generally reliable in regions different from the region of development when the soil-forming factors are similar in the two regions, or when the region of development comprises a wide range of soils. Model sensitivity analysis or error propagation analysis is needed to define the required PTF accuracy. Aggregating soil data up to soil association level is helpful when PTFs are used in crop modeling at the regional scale. The accuracy of crop simulations with a PTF increases with the temporal scale of the modeling. Development of scale-dependent PTFs is a promising avenue of future research.
... This plane of zero flux can be computed algorithmically given an equation that best fits an H-z profile data. Attempts have been made to describe H-z profile data (Setiawan and Nakano, 1993). Based on the determined average plane of zero flux (z0), drainage flux occurring any depth below the plane of flux can be computed and used to calculate the unsaturated hydraulic conductivity at depth z1, (z1>(z0) by the following equation: ...
... Where, C is concentration in water (g/l), D w is diffusion coefficient (cm 2 /s), x is distance (cm), and t is time (d). Secondly, dispersion coefficient of NaCl solution in soil was measured by meant of the inverse problem of the Convection Dispersion Equation, Equation 2, (Noborio et al., 1996; Feyen et al., 1998; Setiawan B.I. and M. Nakano, 1993), in with the pitcher was buried in the soil having water content distribution in a queasy-steady state. Soil samples were taken and measured analytically in laboratory. ...
Conference Paper
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Pitcher is a bottlelike emitter made of porous baked-clay that is designed to be able to release water through its wall into the surrounding soil. In irrigation practice water level inside the pitcher is maintained by means of a constant water level supplier, or mariotte tube. This research looks at how the pitcher can also release nutrients when filled with dissolved fertilizers. For this purpose, we measured hydraulic and hydro-dynamic properties of the pitcher, and simulated solute transport using the convective-dispersive equation, and observed the effectiveness of fertigation in which NPK fertilizers were used on bush pepper plants. The results showed the pitcher was capable to release dissolved solution. Soil water content played significant roles in distributing the dissolved solution. These three nutrients have different distribution patterns. Nitrogen was well distributed, Phosphor was accumulated close to the pitcher's wall, and Potassium increased gradually with distance. These difference patterns were caused by the difference of hydrodynamic coefficients in which Nitrogen was the largest value among the others. The diffusion coefficient ranged at 1.01x10 -7 – 4.1x10 -3 cm 2 /day for NaCl, and 6.7x10 -6 -3.5x10 -3 cm 2 /day for NPK fertilizers. Bush papers planted surrounding a pitcher enabled to extract the nutrients as shown by the progressive growth of the crops: height, branches, leaves and flowers, which were monitored daily. After unearthed, roots of the bush pepper developed only in the wetter soils. This showed the water as well as the dissolved solution were resided concentrically around the pitcher's wall, and were all available to use by the plants effectively.
... Water retention curves of the soils conformed to Genuchten (1980) model which in such way modified by Setiawan (1992) to facilitate the presence of positive water head inside the pitcher. Furthermore, the hydraulic conductivity function of the soils was measured by meant of the instantaneous profile method and the results was well represented by the following equation (Setiawan and Nakano, 1993). Initially, the soil moisture was approximately homogenous and hysteretic effects might be negligible since the water flow would be very slow. ...
Conference Paper
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Pitcher, a bottle-like irrigation emitter made of baked clayed soils mixed with sands has been recognized as the oldest traditional irrigation. It has high water efficiency since the water seeps directly to and concentrated in the root zones. We conducted numerical and experimental studies to investigate the water flow in the soil surrounding a pitcher and to figure out the availability of soil water for crops. The Darcy and Richards' equation of water flow in a cylindrical coordinate system was applied and was solved using Finite Element Method to describe soil moisture profiles. Two soil textures were used, one was silty clay and the other was sand. The hydraulic conductivity of the pitcher was in order 10 -6 cm/s which was smaller 100 times than that of the two soils. The pitcher was buried in the center axis of a soil box and water was given from Mariotte tube to maintain a constant the water level inside the pitcher. In another studies, we figured out how the pitcher can also release nutrients when filled with dissolved fertilizers. For this purpose, we measured hydraulic and hydro-dynamic properties of the pitcher, and simulated solute transport using the convective-dispersive equation, and observed the effectiveness of fertigation in which NPK fertilizers were used on bush pepper plants. The advancements of wetting front in the soil was very slow and somewhat limited to a radius and depth of no more than 30 cm and 40 cm, respectively for the tested soils. The soil moisture was in a range available for plant growth. Different depths of pitcher placement in the soil produced different reaching distances of the wetting front but showed insignificant different in the water availability. The pitcher was capable to release dissolved solution. The three nutrients have different distribution patterns. Nitrogen was well distributed, Phosphor was accumulated close to the pitcher's wall, and Potassium increased gradually with distance. These difference patterns were caused by the difference of hydrodynamic coefficients in which Nitrogen was the largest value among the others. The diffusion coefficient ranged at 1.01x10 -7 – 4.1x10 -3 cm 2 /day for NaCl, and 6.7x10 -6 -3.5x10 -3 cm 2 /day for NPK fertilizers. Bush papers planted surrounding a pitcher enabled to extract the nutrients as shown by the progressive growth of the crops: height, branches, leaves and flowers, which were monitored daily. After unearthed, roots of the bush pepper developed only in the wetter soils. An accurate placement of pitcher in soil is important to provide effective soil wetness in the root zone and reduce evaporation rate. The right placement of pitcher must be determined based on the hydraulic characteristics of the 1 Presented at Postgraduate GP Education Workshop on From Environmental to Sustainable Science: thinking the shift and the role of Asian agricultural science. pitcher and the soil. From this study we found 5 cm placement depth of the pitcher's shoulder is an appropriate reference for the application of pitcher irrigation.
... One was Sandy Soil and the other was Silty Clay. Water retention curves of the soils conformed to Genuchten (1980) Subsequently the hydraulic conductivity function of the soils was measured by the instantaneous profile method and the results were well represented by the following equation (Setiawan and Nakano, 1993): Source: Saleh (2000). ...
Article
Full-text available
Pitcher, a bottle-like irrigation emitter made of baked clayed soils mixed with sands has been recognized as the oldest traditional irrigation. It has high water efficiency since the water seeps directly into and concentrated in the root zones. Numerical and experimental studies were conducted to investigate the water flow in the soil surrounding a pitcher and to figure out the availability of soil moisture for crops. The Darcy and Richards’ equations of water flow in a cylindrical coordinate system was applied and was solved using Finite Element Method to describe soil moisture profiles. Two soil textures were used, one was silty clay and the other was sand. The hydraulic conductivity of the pitcher was in order 10-6 cm/s which was 100 times smaller than that of the two soils. The pitcher was buried in the center axis of a soil box and water was given from Mariotte tube to maintain a constant water level inside the pitcher. The results showed the infiltration rates decreased linearly rather than exponentially even though the soil was initially dry. The advancement of wetting front was very slow and somewhat limited to a radius and depth of no more than 30 cm and 40 cm, respectively for both tested soils. The surrounding soil moisture was in a range available for plant growth. Different depths of pitcher placement in the soil produced different reaching distances of the wetting front but showed insignificant differences in water availability. Accurate placement of pitcher depth in soil is important to provide effective soil wetness in the root zone and reduce evaporation rate. The right placement of pitcher must be determined based on the hydraulic characteristics of the pitcher and the soil. In this study, 5 cm placement depth of the pitcher’s shoulder is an appropriate reference for the application of pitcher irrigation. Keywords: pitcher irrigation, infiltration rate, soil moisture profile
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Pitcher Irrigation is one of the artificial water supply techniques to overcome the lack of soil water content. The Pitcher Irrigation can save water so it is suitable for use on dry land. The research purposes was to determine the effect of various hydraulic conductivity of the picther on changes in soil water content around the pichter through program simulation. The methods used are direct measurement methods in the field and simulation methods. The measurement and simulation results are then calibrated with a solver and validated to obtain a small RMSE value and R2 was high. The results showed that the hydraulic conductivity of the picther had a significant effect on the soil water content. If the higher the hydraulic conductivity of the picther, the higher the water content around this pcther. And if the hydraulic conductivity of the picther is lower, the water content around the picther be lower. From the results of model validation, it can be said that the simulation program in this study is feasible to use because the value obtained R2 is 56.1%.
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Abschließend wird ein Überblick über Methoden zur Ermittlung der hydraulischen Leitfähigkeit gegeben. Die ungesättigte hydraulische Leitfähigkeit kann durch direkte (stationäre und instationäre) Methoden, durch inverse Methoden und durch Pedotransferfunktionen bestimmt werden. Bei der Behandlung von Beispielen wird der Instantaneous Profile Method und den Infiltrationsmethoden für die Anwendung im Felde (Bohrlochpermeameter, Tensionsinfiltrometer, Infiltrationsmessungen mit gesättigter Bodenoberfläche) besondere Aufmerksamkeit gewidmet. Das große Gebiet der Pedotransferfunktionen konnte nur durch wenige Beispiele berücksichtigt werden.
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A simple analytic model is proposed which predicts the unsaturated hydraulic conductivity curves by using the moisture content-capillary head curve and the measured value of the hydraulic conductivity at saturation. It is similar to the Childs and Collis-George (1950) model but uses a modified assumption concerning the hydraulic conductivity of the pore sequence in order to take into account the effect of the larger pore section. A computational method is derived for the determination of the residual water content and for the extrapolation of the water content-capillary head curve as measured in a limited range. The proposed model is compared with the existing practical models of Averjanov (1950), Wyllie and Gardner (1958), and Millington and Quirk (1961) on the basis of the measured data of 45 soils. It seems that the new model is in better agreement with observations.