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a Department of Agricultural and Biological Engineering, University of Illinois, 1304 West Pennsylvania Avenue, Urbana, IL 61801
b Department of Veterinary Pathobiology, University of Illinois, 2001 South Lincoln, Urbana, IL 61802
* Corresponding author (pkalita{at}age.uiuc.edu).
Received for publication March 4, 2002.
| ABSTRACT |
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Abbreviations: VFS, vegetative filter strips
| INTRODUCTION |
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Information on measures for source control of microbial pathogens from animal production facilities is limited. Few studies have investigated the effectiveness of vegetative filter strips (VFS) in improving the quality of runoff, especially from animal feedlots. Williamson et al. (1999) and Keaton et al. (1998) reported that VFS can reduce 18 to 100% of nutrients and bacteria when runoff from feedlots traveled through VFS at three experimental sites containing brome and fescue grasses. Chaubey et al. (1994) found that fescue VFS were effective in removing most nutrients from incoming runoff containing swine manure. They also found that reduction of most parameters was dependant on filter strip length excluding fecal coliform, which was not affected by length and NO3N, which increased with filter strip length. Lim et al. (1998) used fescue filter strips to remove nutrients and fecal coliform from cattle manure; their results indicated a significant removal of fecal coliform and all nutrients except nitrate and ammonium. Young et al. (1980) used orchard grass, sorghumsudangrass, and oat filter strips to evaluate VFS effectiveness in removing pollutants from feedlot runoff; their results indicated an average 83% removal of total N, total P, and PO4P, and a 70% removal of fecal coliform.
Little research has been conducted on the effectiveness of filter strips in removing C. parvum from feedlot runoff. Several studies have focused on the role of environmental factors affecting oocyst viability such as temperature, effectiveness of chemical disinfectants, soil type, and sedimentation velocity; however, information on transport mechanism of oocysts within a watershed is limiting (Peeters et al., 1989; Robertson et al., 1992; Fayer, 1994; Drozd and Schwartzbrod, 1996; Medema et al., 1998; Olson et al., 1999; Bukhari et al., 2000). Few studies have investigated vertical transport of C. parvum with and without vegetation (Brush et al., 1999; Mawdsley et al., 1996a; Harter et al., 2000). Mawdsley et al. (1996b) measured the vertical and horizontal movement of C. parvum using three soil-tilting beds with silty clay loam covered with perennial ryegrass at 7.5% slope under simulated rainfall conditions. Analysis of runoff and leachate for oocyst concentrations indicated that movement of the pathogen lasted for at least 21 d (in one case for 70 d). They suggested the need for further studies using different slopes, application distance, and application methods to enhance understanding of oocyst transport in overland flow.
Some management practices have been suggested to control nonpoint sources of C. parvum oocysts. These include health management methods for domesticated animals and practices associated with the sediment and nutrient control related to animal waste management. The effectiveness of using sediment and nutrient control practices (such as VFS) for oocyst reduction has not been pursued at length (Walker et al., 1998). The objective of this study was to develop understanding on the relative transport of C. parvum in overland flow from bare and vegetated soil surfaces under a variety of slope and simulated rainfall conditions.
| MATERIALS AND METHODS |
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The vegetation selected for this study was smooth brome. One compartment of the bed was seeded with brome vegetation (at the rate of 16 kg/ha), and the other was left bare. The optimum seeding rate for brome vegetation in central Illinois is about 13.5 to 16.8 kg/ha (Bro-Max brome grass; Growmark, Bloomington, IL). It took almost 90 d after seeding to establish the healthy stand of vegetation (with more than 95% ground cover) during late summer and early fall of 2000. Greenhouse lights were used inside the laboratory to maintain plant growth during the fall and winter. Throughout the experimental period, the soil surfaces were wetted periodically to avoid excessive surface crusting conditions.
In central Illinois, typical VFS slopes are between 1 to 5%. We have used three slope conditions in our experiments: 1.5, 3.0, and 4.5% for this study. These values cover the low, medium, and high slopes for a reliable VFS. To guarantee that the soil chamber was adjusted to the proper slope each time, wooden slope blocks were cut to size for all three slope conditions and placed under both sides of the soil chamber. The soil bed was tilted and then allowed to sit on these blocks during the experiments to ensure uniform slope conditions longitudinally.
Rainfall Simulation
Rainfall was applied to the soil chamber using a microcomputer-controlled laboratory rainfall simulator. The rainfall simulator consisted of two modules, 1.3 m apart, each containing five Spraying Systems (Wheaton, IL) Veejet 80100 nozzles that operate at 41 kPa. The modules are located 10 m from the floor to ensure that most of the drops attain terminal velocity by the time they hit the floor (Hirschi et al., 1990), thus simulating natural rainfall events. The rainfall intensity was controlled by the microcomputer. We decided to use two rainfall intensities to observe the transport characteristics of C. parvum under light and heavy rainfall. Before the actual experiments began, a trial rainfall simulation run was conducted to determine the proper intensities and rainfall time duration needed for the experiments. This was also done to select a rainfall duration that would provide sufficient runoff volumes to facilitate sample analysis.
For the preliminary simulation run, we used the low intensity or 25.4 mm/h rainfall. After completing the simulation run, we found that a time of 44 min rainfall duration provided ample volume for sample analysis. Therefore, a duration of 44 min was used for all experimental runs. We have used two rainfall intensities, 25.4 and 63.5 mm/h, with a duration of 44 min for both intensities during this study. These two intensities (with a duration of 44 min) represent 1- and 10-yr storm events, respectively, in east-central Illinois. For both 25.4 and 63.5 mm/h rainfall intensities, three experimental sets were completed; each set consisted of two or three independent rainfall events at one selected slope (1.5, 3.0, or 4.5%). Two rainfall events were conducted on the 1.5% slope while three rainfall events were applied at 3.0 and 4.5%. Before any rainfall experiment started, C. parvum was applied on the tilting soil bed as described in the following section.
Application of Cryptosporidium parvum
Cryptosporidium parvum was obtained from a neonatal calf by experimental inoculation of 1 x 107 oocysts previously purified by Sheather's sugar flotation and cesium chloride density gradient centrifugation (Fayer et al., 1990, p. 4142, 4445). Feces containing oocysts were collected in plastic drop pans maintained over melting ice. To the collection pans we added 100 mL pen/strep/amphotericin (containing 6 g penicillin, 10 g streptomycin, and 25 mg amphotericin per liter of 0.85% sterile saline) and 100 mL nystatin (containing 1.98 g per liter sterile saline) per 1 to 1.5 L of feces. The collection pans were emptied twice daily and oocysts containing antibiotics were stored at 4°C until use.
For application to the tilting soil chamber, oocysts in fecal slurries were washed free of antibiotics and concentrated by centrifugation (10000 x g, 30 min) and resuspended in distilled water to a concentration of approximately 3 x 1010 oocysts/250 mL. Just before application on the soil beds, the solution containing the oocysts (250 mL) was mixed thoroughly to ensure a uniform mixture for application. This concentration of oocysts was selected to ensure the detection of oocysts in overland flow and in the range expected from feedlots or dairy runoff. These concentrations also represent similar concentrations that may be shed by a neonatal calf in the environment (Ongerth and Stibbs, 1987; Marshall et al., 1997; Olson et al., 1999; Uga et al., 2000; Nydam et al., 2001). The use of fecal slurries was used rather than purified oocysts because this mimics similar consistencies seen in an acutely shedding cow. Based on our observations, infected cows have this consistency of feces (diarrheal conditions) when infected with C. parvum. Therefore, the application suspension was designed to resemble, as closely as possible, the consistency of that being deposited in the field from an infected cow. Initial aliquot samples were taken from each 250-mL solution to analyze for exact concentrations of oocysts applied to both compartments (bare ground and vegetated surface) of the soil chamber. The solution was then applied all at once in a band at the upper end (i.e., the top of the slope) of each compartment to mimic runoff entering the bare ground and vegetated surface (or VFS) at the inlet. Immediately following the application, rainfall was applied to the soil chamber.
For all experimental sets, C. parvum was applied only before the first rainfall event for any given slope. The second rainfall was applied 7 to 10 d after the first rain, while the third rainfall was applied 7 to 10 d following the second rain. The purpose of the second and third rain was to check for residual concentrations of oocysts (left behind by the first rain and runoff event in the soil chamber) that may flush out with runoff from both soil compartments. The time between the rains (710 d) was selected to ensure similar soil-moisture conditions before each rainfall event. To ensure these conditions, a small soil sample was collected from each compartment before each rainfall event. The soil-moisture contents of the samples were measured gravimetrically. For all the experimental runs, the soil-moisture contents (before each rainfall event) for both soil compartments were within a range of 22 to 30% on mass basis. After a soil sample was collected from the soil bed, the small hole (from where the sample was collected) was refilled with new soil (we collected more soil for this purpose). During the experiments, few small rills were observed on the bare soil surface after the rains at high surface slope (4.5%). For the vegetated surface, a chlorophyll meter (SPAD 502; Minolta, Tokyo, Japan) was used to determine the chlorophyll content of the vegetation before each rainfall event. This provided a measure of vegetation health throughout the experiments and indicated that the vegetation remained healthy (chlorophyll content between 25 and 33). Toward the end of the experiments, vegetation growth started to slow down.
Runoff Sample Collection
Surface runoff and near-surface flow were collected independently for each rainfall event for each experimental set. For the 25.4 mm/h rainfall conditions, surface runoff was collected in 22.7-L (6-gallon) glass bottles from each compartment for the entire flow period. From each bottle, a 1-L sample was collected, transferred to the laboratory, and analyzed for C. parvum oocysts (sample analysis method is described in next section). Since the near-surface (subsurface) flow rate was very slow, these samples were collected for a 24-h period from the start of rainfall application and 1-L samples were extracted and then analyzed for oocyst concentrations.
For the 63.5 mm/h rainfall intensity, two sampling methods were used to collect surface runoff. The first sampling method was performed only for the first rain (that followed immediately after C. parvum oocysts application to the soil chamber) to obtain kinetics data for oocyst transport rate with time. Samples were collected in glass bottles for every 5 min from the start of surface runoff until the end of the rainfall event. Since runoff rate decreased after rainfall ended, the excess surface runoff (after the rainfall ended) was collected in one bottle until surface runoff ceased. The second sampling method for the 63.5 mm/h rainfall intensity was the same as that for the 25.4 mm/h rainfall experiments. This method was performed for the second and third rainfall events in each experiments set. In this method, the samples were collected until a 22.7-L bottle was filled and replaced with another one. The time to fill a bottle varied from 2 to 20 min during the rainfall event. Near-surface (subsurface) flow was also collected for a 24-h time period.
Oocyst Detection in Overland and Near-Surface Flow
Concentrations of C. parvum oocysts were determined in both surface runoff and near-surface flow from each compartment. Aliquots (40 mL) were taken from each well-stirred, 1-L sample, concentrated by centrifugation (10000 x g, 30 min), resuspended in 2 mL water, and analyzed for concentrations of C. parvum. Oocysts were enumerated using a C. parvumspecific antigen capture enzyme immunoassay (EIA) (Premier Cryptosporidium EIA; Meridian Diagnostics, Cincinnati, OH), using modifications of the manufacturer's protocol. This commercial kit, according to the manufacturer's data, has 98.6% specificity (95% confidence interval equal to 96.899.5%) and a sensitivity of 100% (95% confidence interval equal to 88.4100%).
Enzyme immunoassay standard curves were determined using purified oocyst suspensions as the reference standards. The oocyst concentration of the standard was determined by direct counting using a hemocytometer and phase contrast microscopy. Known numbers of oocysts were then assayed using the EIA kit to create a reference standard curve. The EIA assay is linear from 1 x 103 to 1 x 105 oocysts (R2 = 0.99). For each EIA assay, a standard curve was determined to account for potential variability between assays. This standard curve was then used for the collected water samples for the given assay. The standard curve for the second and third rainfall events at the 3.0% slope can be seen in Fig. 2 .
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Statistical Method
Experiments were conducted using three slopes (1.5, 3.0, and 4.5%), two rainfall intensities (25.4 and 63.5 mm/h), one vegetation type (brome), and one soil type (Catlin) during this study. Statistical analyses were completed for oocyst recovery data in surface and near-surface flow for bare-ground and vegetated conditions using SAS (SAS Institute, 2001). All parameters were evaluated using a 10% (p = 0.10) significance level. Due to the large number of variables involved with this study, it was difficult to view all of the possible main effects and interactions between the variables (ground surface, slope, intensity, and time for surface and near-surface flow). In addition, true repetitions were not possible in this study to estimate a mean square error, which is the best estimate of the common variance. For each trial, two or three rainfall events were performed; however, oocysts were only applied during one of those events, and therefore, a true repetition was not performed. An analysis of variance (ANOVA) was performed to evaluate the interaction between variables to determine which interactions were negligible (small sums of squares). Another ANOVA was conducted using a mixed linear model with a general Satterthwaite approximation for the denominator degrees of freedom. This was done to compare the main effects of land conditions (bare-ground or vegetated surface), slope (1.5, 3.0, and 4.5%), rainfall intensity (25.4 and 63.5 mm/h), and time as well as the interactions between these variables that seemed to be of the most importance.
| RESULTS |
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Cryptosporidium parvum Recovery from the 63.5 mm/h Rainfall and Three Slope Conditions
The results for the high-intensity rainfall (63.5 mm/h) included total percent recovery of applied oocysts from surface runoff and near-surface flow (Table 3) as well as kinetics data for C. parvum at each slope (Fig. 3, 4, and 5)
. Table 4 shows times to peak flow rate in oocyst transport during the runoff events. For the second and third rainfall events, samples were not collected in 5-min intervals, but had sampling time durations of 5 to 20 min depending on time to fill the 22.7-L glass bottles. Near-surface flow was collected for 24 h as was done for the 25.4 mm/h rainfall conditions.
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There was no near-surface flow collected from the bare-ground conditions under this high rainfall intensity, yielding no oocyst recovery. However, C. parvum oocysts were detected in near-surface flow from the vegetated conditions. The total percent recovery of oocysts increased when slope increased from 1.5 to 3.0%, and the highest recovery was at the 4.5% slope. Even though oocysts were recovered in near-surface flow from the vegetated conditions, these concentrations were much smaller than those in surface runoff from the vegetated condition.
The kinetics data of oocyst recovery were collected for each slope only for the first rainfall under the 63.5 mm/h rainfall intensity. Figures 3, 4, and 5 show these data for 1.5, 3.0, and 4.5% slopes, respectively. Table 4 shows that the bare-ground conditions produced similar times to peak for the 1.5, 3.0, and 4.5% slopes; peak times occurred between 8 and 15 min and more than one peak value was observed. The peak times for vegetated conditions were much delayed in comparison to those from bare-ground conditions, indicating the resistance to flow provided by the vegetation. Usually, two peaks occurred during the rainfall event with the first peak between 23 and 33 min and the second one between 36 and 43 min. Only one peak took place at the 1.5% slope, which corresponded to the second peak of the 3.0 and 4.5% slopes. Even though the vegetated conditions delayed the times to peak, the percent recovery during the peak was much smaller than those from the bare-ground conditions.
| DISCUSSION |
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Surface runoff volumes from the bare-ground conditions (Table 1) were greater than those from the vegetated conditions. These findings were expected because reduced runoff volumes from the vegetated surface were associated with more resistance to overland flow and more infiltration opportunity time. Infiltration has been considered one of the primary mechanisms for decreasing surface runoff volume from VFS in other studies (Mersie and Seybold, 1997; Dickey and Vanderholm, 1981; Srivastava et al., 1998).
As seen in Table 3, the total percent recovery of applied oocysts decreased in surface runoff from both bare and vegetated surfaces as bed slope increased at 25.4 mm/h rainfall. A decrease in oocyst concentration may be associated with an increase in surface runoff volumes (Table 1) that resulted from increasing slopes. Chaubey et al. (1994) found that decrease in concentrations of various parameters could be attributed to filtration mechanisms as well as dilution. Additionally, we observed that the amount of sediment coming with runoff volume increased with increasing slope. This might have reduced concentrations and mass of C. parvum oocysts in runoff water, since more oocysts might have adsorbed to sediments. Studies involving various soil types and microorganisms have shown that adsorption, sedimentation, and filtration are mechanisms that influence microorganism transport. However, the dominating mechanism depends on microorganism characteristics (Burge and Enkiri, 1978; Mawdsley et al., 1996a). It has also been shown that the major soil components controlling microbial adsorption are organic matter, silt, clay, and minerals (Bitton and Harvey, 1992; Burge and Enkiri, 1978). The interaction of soil particles with pathogens, in particular C. parvum, has not been investigated in this study. This interaction may play a major role in determining the actual C. parvum concentrations in surface runoff. For the vegetated surface, however, the difference between oocyst recovery from the 1.5% slope and the 3.0 and 4.5% slopes was not as high as in the bare-ground conditions (Table 3). This may be due to less sediment loss from the vegetated compartment as compared to the bare-ground conditions. In addition, only the first or second rainfall event recovered C. parvum oocysts. This may suggest that overall oocyst entrapment is greater at a higher slope on vegetated soils under low rainfall intensity.
Near-surface flow consistently produced lower oocyst recovery than surface runoff for all rainfall and slope conditions. Oocyst adhesion to the steel collection plate was not measured, but it was assumed to retain small numbers of oocysts, if any. For all rainfall events, the near-surface flow from the vegetated chamber contained higher oocyst recovery than the bare-ground conditions (Table 3). Macropores or preferential flow paths in the vegetated soil increased infiltration and might have influenced oocyst migration through the soil profile. Madson and Alexander (1982) and Coyne et al. (1998) found similar results. The percent recovery of applied oocysts in near-surface flow was also greater at the 1.5% slope than the 3.0 and 4.5% slopes, which might be related to increase in infiltration with lower slopes.
With the 63.5 mm/h rainfall, there was considerable sediment loss from the bare-ground surface that made it more difficult to analyze the runoff samples for oocyst concentrations. The mircowells for oocyst analysis were heavily packed with sediment, which reduced the detection of C. parvum. As a result, fewer oocysts might have been detected than actually were present in surface runoff. The 4.5% slope produced the greatest total percent recovery of applied oocysts during the initial rainfall event. At this slope with higher rainfall intensity, the time for oocyst settling was perhaps minimum. Biskie et al. (1988) found that with rapid water flows, the possibility of fecal bacteria settlement from surface runoff is less. The high velocity of surface runoff and sediment loss may have prevented the oocysts from adhering to the soil particles and the chance for oocyst settlement. These conditions may account for the maximum transport of C. parvum under such circumstances.
The results in Table 3 indicate that although the vegetated surface considerably reduced the oocyst transport in surface runoff compared to bare-ground conditions, the effect of the vegetation in controlling oocyst transport at 4.5% slope is reduced at high rainfall intensity. The infiltration opportunity time and adhesion to soil and vegetation were perhaps greatly reduced at this slope, and erosion and sedimentation increased; therefore, concentrations of oocysts in surface runoff considerably increased at 4.5% slope compared with those at 1.5 and 3% slopes. However, even under the maximum slope and rainfall conditions, oocyst recovery from VFS was considerably lower than that from bare-ground conditions.
The kinetics for oocyst transport under the 63.5 mm/h rainfall were similar at the 1.5 and 3.0% slopes for both the bare-ground and vegetated conditions, while those at the 4.5% slope were different (Fig. 3, 4, and 5). With the higher slopes (3.0 and 4.5%) and high-intensity rainfall, there was a great deal of soil erosion obstructing the surface runoff collection system from the bare-ground conditions. This caused water to build up at the end of the soil chamber. The soil had to be removed manually to provide continuous flow conditions. This design error was not anticipated in the initial chamber design. This minor error probably caused a shift in the total percent recovery of applied oocysts. The peak times may have occurred later than actually took place because surface runoff had a little time to attenuate at the end of the soil chamber. In general, the 1.5 and 3.0% produced similar peak times (Table 4). At 4.5% slope, the second peak may have been due to the build up of water on the soil chamber, and the third peak (which was slightly greater than the first peak) may indicate possible settlement and resuspension of oocysts in surface runoff. For the vegetated surface, only one or two peak times were observed. The delayed peak times clearly show the effects of vegetation on flow resistance and corresponding oocyst transport. The vegetation acted as an effective barrier and filter to overland flow and transport of oocysts. The peaks might be indications of threshold periods for oocyst entrapment and adsorption to vegetation. This may suggest that the oocysts would adsorb or attach to the vegetation until the flow velocity is large enough to dislodge the oocysts back into surface runoff. Coyne et al. (1998) explained that increases in fecal coliform from filter strips may be attributed to subsequent releases of fecal bacteria from sediment by the mechanical activity of rainfall and lateral surface flow with time.
Among all the experimental runs, the greatest percent recovery of C. parvum oocysts was 52.5% from the bare ground and 20.3% from the vegetated surface at 4.5% slope under 63.5 mm/h rainfall intensity. Recovery of all applied C. parvum oocysts (3 x 1010 oocysts/250 mL applied) was not achieved in entirety from any slope condition or rainfall intensity. Therefore, a portion of the applied oocysts resided in the soil chamber. The distribution of nonrecovered oocysts within the soil chamber needs to be addressed in future studies to determine the risks associated with using VFS as cattle feed as well as to understand the transport characteristics of C. parvum in greater detail.
| CONCLUSIONS |
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| ACKNOWLEDGMENTS |
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| REFERENCES |
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