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SSSAJ: Volume 73: Number 1 January–February 2009 13 Soil Sci. Soc. Am. J. 73:13-20 doi:10.2136/sssaj2007.0378 Received 23 Oct. 2007. *Corresponding author ([email protected]). © Soil Science Society of America 677 S. Segoe Rd. Madison WI 53711 USA All rights reserved. No part of this periodical may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Permission for printing and for reprinting the material contained herein has been obtained by the publisher. W ater is an important commodity in the western United States, where the United States Geological Survey (USGS) has estimated that as much as 50% of water flowing through unlined water delivery canals is lost due to seepage (Carr, 1990). To help conserve water resources, the U.S. Bureau of Reclamation has been evaluating the use of polyacrylamide as a means of sealing unlined water delivery canals. Polyacrylamide has been widely used for >50 yr in in- dustrial applications that range from food processing to well drilling to wastewater treatment. In agricultural practices, PAM has been perhaps most commonly used to stabilize irriga- tion furrows by improving soil aggregate structure (Mitchell, 1986; Shainberg et al., 1990; Nadler et al., 1996; Levy and Miller, 1999), which maintains higher infiltration rates along the furrows (e.g., Lentz and Sojka, 1994; Green et al., 2000; Bjorneberg et al., 2003). This practice has become standard- ized by the Natural Resources Conservation Service (NRCS) using their Conservation Practice Standards for erosion control (Spofford and Pfeiffer, 1996; NRCS, 2001). Depending on the concentration of PAM in solution, wa- ter chemistry, and soil properties, infiltration rates can either increase or decrease. For example, Sojka et al. (1998) showed that water containing PAM at concentrations between 5 and 10 mg L −1 could increase infiltration rates and hydraulic con- ductivity in the soil. In these cases, the cohesive properties of PAM bind soil particles and peds together, keeping open larger soil pores through which water preferentially flows. This condi- tion would be especially relevant in irrigation furrows on agricultural fields where soil management would encourage such structure. Other studies have shown that higher concentrations of PAM (on the order of 100 mg L −1 or higher) could decrease infiltration in soil (Malik and Letey, 1992; Nadler et al., 1994; Letey, 1996; Lentz, 2003). Using these results, and the fact that soil in unlined water delivery canals is not managed like that Michael H. Young* Desert Research Institute Nevada System of Higher Education Las Vegas, NV 89119 Ernesto A. Moran Desert Research Institute Nevada System of Higher Education Las Vegas, NV 89119 and Dep. of Geoscience Univ. of Nevada Las Vegas, NV 89154 Zhongbo Yu Dep. of Geoscience Univ. of Nevada Las Vegas, NV 89154 Jianting Zhu Desert Research Institute Nevada System of Higher Education Las Vegas, NV 89119 Del M. Smith U.S. Bureau of Reclamation Denver, CO 80225 SOIL PHYSICS Reducing Saturated Hydraulic Conductivity of Sandy Soils with Polyacrylamide Polyacrylamide (PAM) is being suggested as a new technology to reduce seepage losses in unlined canals. The goals of this research were to quantify the interactions of PAM and suspended sediment concentrations (SSCs) that reduced the saturated hydraulic conductivity (K sat ) of three sandy-textured soils to the greatest degree, and to better understand the mechanisms contributing to reductions in K sat . Testing was conducted using a constant-head method in soil columns. Suspended sediment was continuously added to a constant-head water reservoir, into which PAM was added and mixed with an agitator. An unbalanced multifactorial design was used with soil type (fine [no. 70 mesh] sand, coarse [ASTM C33] sand, and loamy sand), PAM treatment level (0, 5.6, 11.2, 22.4, and 44.8 kg ha −1 ), and SSC (0, 150, and 300 mg L −1 ). Results showed that PAM treatment reduced K sat 40 to 98% in the sands but reductions were much less in the loamy sand (0–56%). Combining suspended sediment and PAM in a 0.005 mol L −1 CaSO 4 test solution reduced K sat from 8 to 11 times more than adding PAM without suspended sediment. Mechanisms that reduced K sat included higher viscosity from dissolved PAM and the plugging of larger soil pores near the soil surface. The latter mechanism dominated when the PAM treatment exceeded 5.6 kg ha −1 and when SSC was 150 mg L −1 or higher. Significant K sat reductions were observed when tests were run on filter material (i.e., column experiments without soil), indicating that the creation of a thin soil seal, composed of PAM flocculates, could partially explain the observed K sat reduction in soil. Abbreviations: NTU, nephelometric turbidity units; PAM, polyacrylamide; SSC, suspended sediment concentration; USGS, United States Geological Survey; NRCS, Natural Resources Conservation Service.

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SSSAJ: Volume 73: Number 1 • January–February 2009 13

Soil Sci. Soc. Am. J. 73:13-20doi:10.2136/sssaj2007.0378Received 23 Oct. 2007. *Corresponding author ([email protected]).© Soil Science Society of America677 S. Segoe Rd. Madison WI 53711 USAAll rights reserved. No part of this periodical may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Permission for printing and for reprinting the material contained herein has been obtained by the publisher.

Water is an important commodity in the western United States, where the United States Geological Survey

(USGS) has estimated that as much as 50% of water fl owing through unlined water delivery canals is lost due to seepage (Carr, 1990). To help conserve water resources, the U.S. Bureau of Reclamation has been evaluating the use of polyacrylamide as a means of sealing unlined water delivery canals.

Polyacrylamide has been widely used for >50 yr in in-dustrial applications that range from food processing to well drilling to wastewater treatment. In agricultural practices, PAM has been perhaps most commonly used to stabilize irriga-

tion furrows by improving soil aggregate structure (Mitchell, 1986; Shainberg et al., 1990; Nadler et al., 1996; Levy and Miller, 1999), which maintains higher infi ltration rates along the furrows (e.g., Lentz and Sojka, 1994; Green et al., 2000; Bjorneberg et al., 2003). This practice has become standard-ized by the Natural Resources Conservation Service (NRCS) using their Conservation Practice Standards for erosion control (Spofford and Pfeiffer, 1996; NRCS, 2001).

Depending on the concentration of PAM in solution, wa-ter chemistry, and soil properties, infi ltration rates can either increase or decrease. For example, Sojka et al. (1998) showed that water containing PAM at concentrations between 5 and 10 mg L−1 could increase infi ltration rates and hydraulic con-ductivity in the soil. In these cases, the cohesive properties of PAM bind soil particles and peds together, keeping open larger soil pores through which water preferentially fl ows. This condi-tion would be especially relevant in irrigation furrows on agricultural fi elds where soil management would encourage such structure.

Other studies have shown that higher concentrations of PAM (on the order of 100 mg L−1 or higher) could decrease infi ltration in soil (Malik and Letey, 1992; Nadler et al., 1994; Letey, 1996; Lentz, 2003). Using these results, and the fact that soil in unlined water delivery canals is not managed like that

Michael H. Young*Desert Research InstituteNevada System of Higher EducationLas Vegas, NV 89119

Ernesto A. MoranDesert Research InstituteNevada System of Higher EducationLas Vegas, NV 89119and

Dep. of GeoscienceUniv. of NevadaLas Vegas, NV 89154

Zhongbo YuDep. of GeoscienceUniv. of NevadaLas Vegas, NV 89154

Jianting Zhu Desert Research InstituteNevada System of Higher EducationLas Vegas, NV 89119

Del M. SmithU.S. Bureau of ReclamationDenver, CO 80225

SOIL PH

YSIC

S

Reducing Saturated Hydraulic Conductivity of Sandy Soils with Polyacrylamide

Polyacrylamide (PAM) is being suggested as a new technology to reduce seepage losses in unlined canals. The goals of this research were to quantify the interactions of PAM and suspended sediment concentrations (SSCs) that reduced the saturated hydraulic conductivity (Ksat) of three sandy-textured soils to the greatest degree, and to better understand the mechanisms contributing to reductions in Ksat. Testing was conducted using a constant-head method in soil columns. Suspended sediment was continuously added to a constant-head water reservoir, into which PAM was added and mixed with an agitator. An unbalanced multifactorial design was used with soil type (fi ne [no. 70 mesh] sand, coarse [ASTM C33] sand, and loamy sand), PAM treatment level (0, 5.6, 11.2, 22.4, and 44.8 kg ha−1), and SSC (0, 150, and 300 mg L−1). Results showed that PAM treatment reduced Ksat 40 to 98% in the sands but reductions were much less in the loamy sand (0–56%). Combining suspended sediment and PAM in a 0.005 mol L−1 CaSO4 test solution reduced Ksat from 8 to 11 times more than adding PAM without suspended sediment. Mechanisms that reduced Ksat included higher viscosity from dissolved PAM and the plugging of larger soil pores near the soil surface. The latter mechanism dominated when the PAM treatment exceeded 5.6 kg ha−1 and when SSC was 150 mg L−1 or higher. Signifi cant Ksat reductions were observed when tests were run on fi lter material (i.e., column experiments without soil), indicating that the creation of a thin soil seal, composed of PAM fl occulates, could partially explain the observed Ksat reduction in soil.

Abbreviations: NTU, nephelometric turbidity units; PAM, polyacrylamide; SSC, suspended sediment concentration; USGS, United States Geological Survey; NRCS, Natural Resources Conservation Service.

14 SSSAJ: Volume 73: Number 1 • January–February 2009

in agricultural fi elds, scientists and water conservation man-agers in the late 1990s and early 2000s (e.g., Valliant, 1999, 2002) hypothesized that PAM might be a useful technology for reducing seepage in unlined water delivery canals. Recently, research fi ndings have illustrated infi ltration reduction through different experiment setups. Lentz (2003) conducted column experiments in which percolation volume was measured after treating the surface of dry soils of different textures with PAM (equivalent to 45 kg ha−1). After saturating and ponding water, pulses of sediment were mixed into the water and percolation volumes were measured. The results showed higher reduction in infi ltration rates for fi ner textured (silt loam) soils than the loamy sand soil. Ajwa and Trout (2006) also conducted column experiments with a sandy loam soil and varied elec-trical conductivity of the test solution, PAM type (dry and emulsifi ed), PAM concentration, and application method (soil kept under water or allowed to dry). They found that higher PAM concentrations resulted in lower infi ltration rates, and that solutions dominated by Na resulted in lower infi ltration rates than solutions dominated by Ca (as gypsum). Lentz and Freeborn (2007) monitored seepage along a minifl ume packed with silt loam soil, and used a randomized experimental de-sign with PAM concentration, sediment type, and sediment concentration. The fl ume was constructed similarly to an ir-rigation furrow (i.e., a V-shaped channel was formed in the soil before initiating water fl ow). They found that seepage reduc-tion was affected by several factors including particle size and concentration of suspended sediment and PAM concentration, although the interactions between experimental factors was shown to involve a number of mechanisms.

Seepage reduction from PAM treatment could be due to several processes, one of which is the increased viscosity of wa-ter. Numerous studies have suggested that increased viscosity from PAM addition explains the decrease in infi ltration and conductivity in soil (i.e., Malik and Letey, 1992; Nadler et al., 1994; Letey, 1996; Ajwa and Trout, 2006). In the case of PAM use in irrigation furrows, the increase in infi ltration due to the maintenance of pore structure is offset by the increased viscos-ity as the PAM concentration increases. In the case of PAM treatment in unlined canals, where “fresh” water from upstream of the treatment point can dilute treated water, the viscous ef-fect is unclear, mostly because of lack of fi eld data. Although the study of Lentz (2003) showed that PAM treatment can de-crease infi ltration rates and hydraulic conductivity without re-lying on the change in water viscosity to achieve the reduction, we suggest that viscous effects are likely to be low in full-scale fi eld sites. In any case, in the column experiments used in this study, we considered viscous effects more thoroughly.

In summary, numerous previous studies have suggested that many factors may contribute to the decreased infi ltration rates and hydraulic conductivities without a clear understand-

ing of their interactions on the process. The main objectives in this study were to: (i) evaluate to what extent PAM affects the saturated hydraulic conductivity (Ksat) of three different sandy soil materials; and (ii) better understand the physical mechanisms that affect Ksat reduction. For the fi rst goal, dosing experiments were performed to quantify the reduction of tur-bidity (through the creation of PAM fl occulates). The results were then used to explain, in part, the Ksat reduction. For the second goal, three possible physical mechanisms that reduce seepage were considered, including: (i) PAM-treated water is more viscous than untreated water, thus reducing the infi ltra-tion rate; (ii) PAM–sediment fl occulates physically plug large soil pores, especially in coarser grained sands; and (iii) PAM itself becomes a low-conductivity layer, similar to the thin-layer concept described by Lentz (2003).

MATERIALS AND METHODSExperimental Materials

The specifi c PAM polymer used for the experiments is TACK Dry, distributed by Precision Polymer Corporation of Greeley, CO. It is an anionic, linear polymer with a molecular weight of approxi-mately 18 Mg mol−1.

Recent studies (Wallace and Wallace, 1996; Lu et al., 2002; Deng et al., 2006) and preliminary test results showed that cations are needed in the test solution for the anionic PAM to fl occulate sedi-ment. Thus, we used a 0.005 mol L−1 CaSO4 test solution augmented with 0.3 g L−1 thymol as an antimicrobial agent (Klute and Dirksen, 1986, p. 692–693) for all experiments, providing Ca concentrations similar to those found in several canals in the Grand Junction area in Colorado (Susfalk, unpublished data, 2006).

Suspended sediment was used as an experimental variable to more closely replicate conditions in operational canals. To maintain consistency between experiments, kaolinitic material (type Huber 80, J.M. Huber Corp., Macon, GA) was used for all experiments where suspended sedi-ment was needed. This material has a median particle diameter of 2.5 μm, a specifi c gravity of 2.60, and a surface area of 16 m2 g−1. This same mate-rial was also used in recent PAM experiments (Deng et al., 2006).

Three different soil materials were chosen to test PAM effi ciency, including (i) an engineered washed silica (predominantly) fi ne-textured sand (obtained from a local home improvement store) used as a con-trol (hereafter called no. 70 mesh sand), (ii) a natural coarse sand of mixed particle sizes that conforms to the ASTM (2007) C33 designa-tion collected from Grand Junction, CO, and (iii) a loamy sand also collected from Grand Junction, CO. Particle size distributions are shown in Table 1. Material was prepared by air drying, sieving through a screen with 2-mm openings to remove larger stones and other mate-rial, homogenizing, and then storing in 20-L buckets for future use. Because the no. 70 mesh sand was already homogenized when pur-chased, no additional treatment was done. Particle size distributions of each material were determined using the laser light scattering technique (Digisizer, Micromeritics, Norcross, GA) at the Soil Characterization

and Quaternary Pedology Laboratory at the Desert Research Institute in Reno, NV.

Experimental MethodsFlocculation Tests

The fi rst set of experiments was done to exam-ine optimum dosage rates of PAM given a range of SSCs. The PAM concentrations were varied from

Table 1. Particle size distributions of materials tested.

Material designationSand

Silt Clay>1000 µm 500 µm 250 µm 125 µm 62.5 µm

——————————— % ———————————Fine (no. 70 mesh) sand 0.0 0.8 34.0 54.0 8.7 1.5 0.9

Coarse (ASTM C33) sand 25.7 21.3 37.7 10.1 1.9 2.2 1.2Loamy sand 1.0 2.5 21.1 41.8 14.0 10.8 8.9

SSSAJ: Volume 73: Number 1 • January –February 2009 15

0.5, 1, 2, 4, 8, 16, and 32 mg L−1. Suspended sediment concentra-tions were varied from 0, 20, 60, 110, 203, and 368 mg L−1. When expressed in nephelometric turbidity units (NTU), as will be done henceforth for the fl occulation tests, these sediment concentrations are equivalent to approximately 0, 25, 75, 160, 320, and 650 NTU, respectively, based on laboratory calibrations (linear regression model yielded R2 = 0.992).

A fl occulation apparatus (Model PB-700 Series, Phipps and Bird, Richmond, VA) was used to uniformly stir a prespecifi ed mass of sus-pended sediment, taken from a 1000 mg L−1 stock solution, into a beaker containing the test solution described above. Varying amounts of PAM were then added while the apparatus stirred at 100 rpm for 5 min, allowing the PAM to hydrate in the presence of the sediment. The stirring was then slowed to 30 rpm for 15 min so that the PAM fl occulates could grow and settle.

Following the 20-min period, a depth-averaged sample was taken and contained in a 15-mL turbidity cell (Hach Chemical Co., Loveland, CO). The cell was shaken by hand to resuspend the fl occulates immedi-ately before taking the initial reading with a turbidimeter (Model 2100P, Hach Chemical Co.). Turbidity measurements were taken every 30 s after the initial reading for the fi rst 3 min, every 1 min up to 6 min, and then every 2 min until equilibrium was reached. For most tests, equilib-rium was reached after approximately 20 min.

Saturated Hydraulic Conductivity TestingThe second set of experiments was done to quantify the reduc-

tion in soil Ksat given different combinations of soil texture, PAM concentration, and SSC. The experiments were conducted using a constant-head setup (Klute and Dirksen, 1986, p. 694–700). The fac-tors for the soil column testing include material type (no. 70 mesh sand, C33 sand, and loamy sand), PAM treatment level1 (0, 5.6, 11.2, 22.4, 44.8 kg ha−1), and suspended sediment concentration (0, 150, and 300 mg L−1). Using the known dimensions of the water column to calculate a water volume, PAM treatment levels listed above were equivalent to PAM concentrations of 0, 4, 8, 16, and 32 mg L−1. The PAM treatment levels were chosen because they span up to the maximum treatment level recommended by the Colorado offi ce of the NRCS (2005), the only agency known to have issued such guidance. All column tests were run in triplicate, yielding a total of 135 experiments.

Figure 1 shows the experimental apparatus. Soil and water col-umns (Soil Measurement Systems, Tucson, AZ) were made of non-reactive cast acrylic (6.35-cm i.d. by 15 cm long; volume, 475 cm3). The outfl ow collector (3.18-cm i.d.) was equipped with a 7-kPa (1-psi) pressure transducer (Model PX26–001GV microswitch, Honeywell Sensing and Control, Golden Valley, MN) inserted through a stopper to record water height with time (transducers were calibrated to R2 > 0.99997). Outfl ow was obtained using the water height measurement collected every 10 s with a datalogger (Model 21X, Campbell Scientifi c, Logan, UT) and the known inside diameter of the outfl ow collector. An agitator installed in the water column was rotated at 130 rpm to fully mix the system and thus simulate water moving in a canal.

Columns were packed with soil to target bulk densities of 1.7 Mg m−3 for the no. 70 mesh sand and C33 sand, and to 1.5 Mg m−3 for the loamy sand. All columns were packed under approximately 2 cm of water containing 0.005 mol L−1 CaSO4 to ensure saturated

conditions throughout the column. The water reservoir and tubing were fi lled with CaSO4 test solution containing the proper amount of suspended sediment and the agitator was started. Dry PAM was then added directly to the top of the water column and allowed to hydrate in the presence of the agitated test solution. The clamp was removed and the experiment was started. Each experiment resulted in a time series of cumulative fl ux, from which Ksat was calculated using also the known gradient.

Filter Material TestingThe third set of experiments was done to examine the Ksat of the

PAM–fl occulate layer itself, allowing us to ascertain whether Ksat re-duction was due to pore plugging, which would not require a separate PAM layer, or whether the PAM fl occulate formed a thin layer with unique hydraulic properties. The fi lter material tests were performed using the same procedures as the soil column tests described above, except that the measurements were not taken in triplicate and that soil was replaced with Nitex Bolting Cloth (Wildco, Buffalo, NY), a woven nylon material with consistent aperture size of 20 μm.

To calculate the hydraulic gradient needed to estimate Ksat for the test, an arbitrary thickness of 1 mm was assumed for the PAM and fi lter mesh together (similar to the hypothesis of Lentz [2003]). Also, because the Ksat of the fi lter material is quite high, the hydraulic head level was reduced from 15 to 5 cm so that the constant-head apparatus could supply suffi cient water to maintain constant water levels.

Measurement of ViscosityKinematic viscosity measurements were performed using a vis-

cometer (Routine Type Viscometer for Transparent Liquids, Size 50, Cannon-Fenske, State College, PA). For these studies, a calibration curve was established that related kinematic viscosity to PAM concen-tration (mixed into deionized water) at a temperature of 25°C. The calibration curve included 10 PAM concentrations that ranged from 0

1 PAM treatment level is expressed in units of kg ha−1 and is calculated as the quotient of the mass of PAM added to the canal, and the product of the wetted perimeter and a linear distance along the treated reach of the canal.

Fig. 1. Schematic diagram showing parts of the saturated hydraulic conductivity experimental setup.

16 SSSAJ: Volume 73: Number 1 • January–February 2009

to 100 mg L−1, and the results yielded a signifi cantly linear relationship (R2 = 0.9886; predictive error for PAM concentration = 3.67 mg L−1).

At the conclusion of the fl ow-through column experiments, rep-resentative aliquots of test solution were taken from the water col-umn and analyzed for viscosity. The PAM concentration was then estimated from the calibration curve. If the fi nal aqueous PAM con-centration was above the standard error established by the calibration curve, the Ksat measurement was corrected by multiplying the Ksat value by the ratio of viscosities of the test solution without PAM to the fi nal solution sampled at the end of the experiment. This approach is equivalent to calculating the hydraulic conductivity with different values of viscosity:

sat

gK

κρη

= [1]

where κ is the intrinsic permeability [L2], ρ is the density of the fl uid [M L−3], g is the gravity acceleration constant [L T−2], and η is the kinematic viscosity [L2 T−1].

Statistical Analysis of ResultsResults of the soil column experiments were run through SAS

(Version 9) software (SAS Institute, Cary, NC) using the general lin-ear model (GLM) procedure and Duncan’s multiple range test. The test compared all pairs of means, including within and between treat-ments and used a Studentized range statistic to determine signifi cance of differences (Montgomery, 2001).

RESULTS AND DISCUSSIONFlocculation Tests

Figures 2a to 2c show the turbidity reduction with time as PAM reacted with suspended sediment. In each case without PAM, only slight reductions were seen with time, indicating that the kaolinite remained suspended in solution. Even small amounts of PAM, as low as 0.5 mg L−1, resulted in fl occula-tion, regardless of the SSC. Results showed that even a low concentration of PAM effectively reacted with and fl occulated the kaolinite. Polyacrylamide concentrations above 1.0 mg L−1 resulted in slightly faster fl occulation, but observed differences in fl occulation rates tended to be obscured as the PAM con-centration changed. Final turbidity values approached approxi-mately 20 NTU for each experiment when PAM was added, regardless of the initial turbidity level or the PAM concentra-tion. Although the original intent of these experiments was to quantify the reactivity of PAM and suspended sediment, read-ings for the turbidimeter required about 12 s to complete, and fl occulates in the treated water fell too rapidly for the meter to record an accurate initial reading, affecting our ability to quan-tify the reactivity rates between PAM and the suspended sedi-ment. Nonetheless, these qualitative observations show that fl occulates can begin to form within a couple of minutes.

Saturated Hydraulic Conductivity TestingFigures 3a to 3c show results from representative indi-

vidual tests with the no. 70 mesh sand, C33 sand, and loamy

Fig. 2. Results of mixing tests for suspended sediment and polyacrylamide (PAM) at different concentrations: (a) 160 nephelometric turbidity units (NTU); (b) 320 NTU; (c) 650 NTU.

Fig. 3. Representative results of outfl ow experiments for obtaining soil saturated hydraulic conductivity (Ksat) values. Experimental conditions included a PAM treatment level of 44.8 kg ha−1 and a suspended sediment concentration of 300 mg L−1 for (a) fi ne (no. 70 mesh) sand; (b) coarse (ASTM C33) sand; and (c) loamy sand. Note different scales on the y axes.

SSSAJ: Volume 73: Number 1 • January –February 2009 17

sand for a PAM treatment level of 44.8 kg ha−1 and SSC of 300 mg L−1. Figures 3a and 3b exhibit very similar characteris-tics (note the difference in the second y axis). In both cases, the outfl ow rate was high at the beginning of the experiment and then tapered off after approximately 5 min. When compared with linear outfl ow rates for untreated no. 70 mesh and C33 sands (data not shown), results on the treated columns indicate that the Ksat reduction with time was caused by the PAM treat-ment. The variability seen in the calculated value of Ksat (sym-bols in Fig. 3) was due to the timing of the individual drops of fl uid when collected in the outfl ow collector. The cumulative fl ux (dashed line in Fig. 3) is smoother because it was processed with a fi ve-point moving average. The cumulative fl ux became linear after approximately 60 min, as seen from Fig. 3a and 3b, indicating that the system had reached steady state. Figure 3c shows the nearly linear cumulative fl ux from the onset of the experiment, indicating that the system was close to steady state at the time PAM was applied and that the effect of PAM and the sediments was very small. Thus, Ksat changed very little in the loamy sand with time, even though a PAM treatment would be expected to affect the Ksat after only 5 min. Figures 3a and 3b also show that most of the Ksat reduction occurred within approximately the fi rst 10 min of the test, indicating that the rapid reduction in Ksat could be explained by the rapid reduction in turbidity and creation of PAM fl occulates (as shown in Fig. 2). But turbidity was re-duced at a rate faster than Ksat reduction, which means that additional time was needed for the fl occulates to sorb onto the soil surface, plug larger soil pores, and then reduce Ksat, which we hypothesized is one of the physical mechanisms that explain Ksat reduction.

The means of the fi nal Ksat values from tripli-cate experiments for each treatment combination were plotted in Fig. 4a to 4c as a function of PAM and SSC. Error bars are the range of data from the triplicate measurements, and letters above the bars represent statistical differences between treatments of PAM concentration for each SSC (note that the same letters above treatments with different SSC values are not related). Results from the control (no PAM, SSC = 0) showed wide differences in Ksat among the three materials. The C33 sand had the highest Ksat and the loamy sand had the lowest Ksat. Values did not change signifi cantly for any soil when suspended sediment alone (i.e., no PAM) was added to the solu-tion (open bars).

Adding PAM to the solution in increasing con-centrations without suspended sediment, however, led to signifi cant decreases (P < 0.05) in Ksat for the no. 70 mesh and C33 sands for almost each step increase in PAM concentration (note letters above bars shown for conditions of “0 mg L−1 SSC” in Fig. 4a–4c). For the loamy sand, a signifi cant Ksat reduction was re-corded when the PAM treatment was 22.4 kg ha−1 or higher. The Ksat reductions when SSC = 0 were prob-ably caused by a combination of increasing solution viscosity, which is described in more detail below, and the settling of partially hydrated PAM molecules. In the case of the no. 70 mesh and C33 sands (Fig. 4a

and 4b), PAM that settled onto the soil would thus affect the Ksat of coarse-grained materials more than that of fi ne-grained materials because they would block the larger soil pores that contribute a large proportion of the fl ux. While partially hy-drated PAM would also block pores in the loamy sand, its effect on Ksat was not as signifi cant as in the no. 70 mesh and C33 sands because the soil pores of the loamy sand are smaller.

When sediment was not present (SSC = 0), the Ksat de-crease was related to PAM treatment level using a second-order polynomial, with correlation coeffi cients (R2) for no. 70 mesh sand, C33 sand, and loamy sand of 0.9543, 0.9601, and 0.9875, respectively. Larger changes in Ksat were observed when PAM and suspended sediment were combined. For the PAM treat-ment of 5.6 kg ha−1 and SSC at 150 mg L−1, the Ksat decrease was 10 times greater than observed with PAM alone (from 726 to 73 cm d−1). The Ksat decreased further (from 73 to 64 cm d−1) when SSC was increased from 150 to 300 mg L−1.

For loamy sand (Fig. 4c), PAM treatment combined with SSC at 150 mg L−1 produced results similar to PAM alone; i.e., a signifi cant difference from the control was observed only at the highest PAM treatment tested. When suspended sedi-ment was present at 300 mg L−1, however, PAM treatments of 22.4 and 44.8 kg ha−1 resulted in statistically signifi cant Ksat

Fig. 4. Comparison of saturated hydraulic conductivity (Ksat) for treatments performed on (a) fi ne (no. 70 mesh) sand, (b) coarse (ASTM C33) sand, and (c) loamy sand. Note different scales on y axes.

18 SSSAJ: Volume 73: Number 1 • January–February 2009

reductions vs. the control. For all combinations of PAM and SSC, Ksat reductions were between 0 and 56%.

Using the PAM treatment levels and Ksat reductions, it is possible to calculate the effi ciency of PAM treatment: we divided the reduction percentage by the PAM treatment level and plotted the results in Fig. 5. It is clear that PAM treat-ment effi ciency decreased as PAM concentrations increased. For example, for the experiments using the no. 70 mesh sand (Fig. 5a), a test solution with PAM at 5.6 kg ha−1 and SSC at 300 mg L−1 caused a 94% reduction in Ksat, equivalent to an ef-fi ciency of 16.9. When the PAM treatment level was increased to 44.8 kg ha−1 and combined with a SSC of 300 mg L−1, a 98% reduction in Ksat was observed, yielding a signifi cantly (P < 0.05) lower effi ciency of 2.2 (i.e., more chemical treatment was needed without a consequent decrease in Ksat). For the C33 sand, the effi ciency for the same treatment combinations were 18.9 and 2.2, respectively. Thus, although the PAM treat-ment of 44.8 kg ha−1 reduced Ksat to a greater extent than the PAM treatment of 5.6 kg ha−1, an eightfold increase in PAM mass was needed to reduce Ksat by the additional 4%. For the experiments using the loamy sand (Fig. 5c), PAM treatment was shown to be ineffi cient at all concentrations used when

compared with the results for the no. 70 mesh sand and C33 sand. These results highlight the capability of PAM as a sealant for coarse sand, the relatively small amount of PAM needed to effectively reduce Ksat using the experimental conditions de-scribed here, and the need for suspended sediment to increase the effi ciency of PAM.

Three-way interactions between soil, PAM treatment level, and SSC were quantifi ed using ANOVA. The results showed that the interactions were signifi cant [F(16,110) = 3.964, P < 0.001]. Of the three categories, SSC had a nonlinear effect on Ksat reduction; no signifi cant reduction was observed when SSC was increased from 150 to 300 mg L−1. For categories of soil and PAM treatment, differences were signifi cant as levels changed. The results showed that suspended sediment played an important role in reducing Ksat, but that little additional benefi t was realized when the concentration was increased above 150 mg L−1.

Filter Material TestingThe fi lter material tests showed clear Ksat reductions when

PAM and suspended sediment were combined (Fig. 6). The fi lter material tests also verifi ed that increasing PAM concen-

tration without the presence of suspended sedi-ment decreased Ksat linearly (R2 = 0.840), which is in contrast to the nonlinear relationship observed when the same treatment combinations were used with soil materials. Apparently, fl ow rates through the pores of the fi lter material were uniform be-cause the pore size distribution was also uniform. So, when the PAM fl occulates settled onto the fi l-ter paper, they occluded pores of the same diameter and fl ow capacity, leading to a linear reduction in fl ux. This phenomenon could be explained by the formation of a thin seal on top of the fi lter material. Thus, because the pore sizes are uniform on the fi lter paper, a percentage of pores blocked would lead to a similar percentage reduction in fl ux, as was seen in these experiments.

Filter Ksat for nonzero concentrations of PAM and suspended sediment tended to be lower than in the soil materials, indicating that PAM fl occu-lates could be preferentially migrating into larger pores and nonuniformly covering the surface. In any case, the results of the fi lter material tests show trends similar to those for the sandy material: spe-cifi cally, (i) sediment alone had little effect on de-creasing Ksat; (ii) increasing PAM concentration without suspended sediment decreased Ksat; and (iii) the addition of suspended sediment increased the effectiveness of PAM to a much greater extent than using PAM without suspended sediment.

Effect of ViscosityThe calibration curve that relates kinematic

viscosity to PAM concentration (corrected for a temperature of 25°C) showed good linearity [vis-cosity = 0.019(PAM concentration) + 0.9628; R2 = 0.9886], with a standard (predictive) error of PAM concentration of 3.67 mg L−1. The results showed

Fig. 5. Comparison of effi ciency for polyacrylamide (PAM) treatments with suspended sediment concentrations (SSC) of 0, 150, and 300 mg L−1 on (a) fi ne (no. 70 mesh) sand, (b) coarse (ASTM C33) sand, and (c) loamy sand.

SSSAJ: Volume 73: Number 1 • January –February 2009 19

that the viscosity of the test solution could in-crease almost threefold from the addition of PAM. Clearly this would lead to a signifi cant Ksat reduction (Eq. [1]).

To quantify the extent to which Ksat reduc-tion could be attributed to increased viscosity, a case is presented that shows the Ksat reductions measured as a function of PAM treatment level, and Ksat reductions predicted from the higher viscosity values measured for two time periods during the fl ow-through experiment. The fi rst time period occurred before the experiment, when PAM was fi rst mixed into water and al-lowed to hydrate but before fl ow through the soil material was started. For experimental conditions without suspended sediment, PAM fl occulates were not expected to form, so loss of PAM through settlement likewise was not ex-pected. Thus, in this case, the impact of PAM on solution viscosity was maximized. The sec-ond time period occurred at the end of the ex-periment, when a portion of the PAM mass had either dissolved or accumulated on the soil surface. To deter-mine the concentration of PAM remaining in solution (and contributing to higher viscosity), aliquots of test solution from the water column above the soil (Fig. 1) were collected and analyzed for viscosity. Differences in viscosity were attributed to PAM loss from the solution.

At the start of each column experiment when PAM was hydrated and fully dispersed in the test solution, viscosity alone could account for a portion of the change in fl ux entering the soil column. For example, for the maximum PAM treatment level of 44.8 kg ha−1 in no. 70 mesh sand without suspended sediment, we observed an 80% reduction in Ksat (see Fig. 7 and 4), but ?50% of the Ksat reduction could be attributed only to the increased viscosity from the PAM (see trace labeled

“Predicted Ksat from initial viscosity” in Fig. 7). At the end of the experiment, only 7% of the total reduction in Ksat could be attributed to increased viscosity of the test fl uid (see trace labeled “Predicted Ksat from fi nal viscosity”), even when PAM in this case had not reacted with suspended sediment or fl oc-culated from the solution. This relatively low impact from solu-tion viscosity would be further reduced in canal treatments, where upstream water in the canal would quickly dilute the PAM con-centration and hence reduce the viscous effects.

The results indicate that viscous effects may not dominate the Ksat reduction, pointing to other physical effects, specifi cal-ly that PAM either clogs large soil pores (called a “wash-in seal” by Lentz and Freeborn [2007]) or becomes a thin layer with distinct hydraulic properties. In any case, it is unlikely that the wash-in seal would extend more than a few centimeters into the soil because the PAM fl occulate is typically retained close to the soil surface (Lu and Wu, 2003). These results differ from those described by Ajwa and Trout (2006), who found that viscous effects were a signifi cant contributor to reduced Ksat, but similar to their conclusions when they stated that viscous effects alone could not explain Ksat reduction. Finally, these results partially address our second objective and highlight the

importance of suspended sediment in the sealing process as described in earlier results.

CONCLUSIONSIncreases in PAM concentration alone (i.e., without any

suspended sediment) had the ability to decrease Ksat in all the soils tested. A portion of this reduction could be accounted for by viscous effects in the test solution, but these effects were found to be secondary to the PAM accumulation at the soil sur-face, which either clogged larger soil pores or otherwise formed a distinct layer separate from the soil. The results showed that PAM was less effective in treating loamy sand than the coarser grained materials tested, especially when using either the Ksat reduction or effi ciency as gauges of success. For soils domi-nated by fi ne fractions, seepage rates already would be low and probably canals with this subsoil would not warrant PAM treatment in the fi rst place. Therefore, PAM is better suited for

Fig. 6. Saturated hydraulic conductivity (Ksat) results for fi lter material tests at PAM treatment levels of 0 to 44.8 kg ha−1 and suspended sediment concentrations (SSC) of 0, 150, and 300 mg L−1.

Fig. 7. Laboratory measured and predicted saturated hydraulic conductivity (Ksat) values for fi ne (no. 70 mesh) sand experiments conducted without suspended sediment.

20 SSSAJ: Volume 73: Number 1 • January–February 2009

coarse-grained canal sediments where water loss from seepage is a greater problem.

Information gained from these experiments can be use-ful for predicting the effectiveness of PAM treatment in un-lined water delivery canals when fi eld conditions (suspended sediment concentration, soil type, and PAM concentration) are known, and for developing the standards needed for PAM use as a canal sealant. As with many laboratory experiments, however, laboratory conditions do not fully simulate fi eld con-ditions, especially those in full-scale canals. The experiments here were conducted in columns that limited water movement through the soil–water interface to only the vertical direction (even though a stirring mechanism was used to agitate the solu-tion). In a fi eld situation, lateral movement would inhibit the vertical settling of fl occulates onto the canal bottom. Also, the viscosities of the test solution in our experiments were higher than should be expected in an operational canal where water without PAM is constantly being fl ushed through the system.

ACKNOWLEDGMENTSThe authors gratefully acknowledge funding, and graduate assistantship to EAM, from the U.S. Bureau of Reclamation under the Water 2025 program, cooperative agreement 04-FC-81-1064. We also thank the assistantship of the anonymous reviewers who helped to improve this manuscript.

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