Transferable pesticide residue experiments in turfgrass systems are integral components of human risk exposure assessments. Experimental approaches to measure transferable residues should be adjusted to the human interaction of interest and turfgrass system dynamics. Three transferable pesticide residue protocols are presented and the suitability across three turfgrass systems is discussed.
Plant canopies in established turfgrass systems can intercept an appreciable amount of sprayed pesticides, which can be transferred through various routes onto humans. For this reason, transferable pesticide residue experiments are required for registration and re-registration by the United States Environmental Protection Agency (USEPA). Although such experiments are required, limited specificity is required pertaining to experimental approach. Experimental approaches used to assess pesticide transfer to humans including hand wiping with cotton gloves, modified California roller (moving a roller of known mass over cotton cloth) and soccer ball roll (ball wrapped with sorbent strip) over three treated turfgrass species (creeping bentgrass, hybrid bermudagrass and tall fescue maintained at 0.4, 5 and 9 cm, respectively) are presented. The modified California roller is the most extensively utilized approach to date, and is best suited for use at low mowing heights due to its reproducibility and large sampling area. The soccer ball roll is a less aggressive transfer approach; however, it mimics a very common occurrence in the most popular international sport, and has many implications for nondietary pesticide exposure from hand-to-mouth contact. Additionally, this approach may be adjusted for other athletic activities with limited modification. Hand wiping is the best approach to transfer pesticides at higher mowing heights, as roller-based approaches can lay blades over; however, it is more subjective due to more variable sampling pressure. Utility of these methods across turfgrass species is presented, and additional considerations to conduct transferable pesticide residue research in turfgrass systems are discussed.
Turfgrasses are grown on over 16.3 million ha in the contiguous United States (US) — exceeding the combined area of irrigated grain corn [(Zea mays L.) 2.5 million ha], soybeans [(Glycine max L.) 2.1 million ha] and cotton [(Gossypium hirsutum L.) 0.9 million ha] — and are utilized by the public with land uses including athletic fields, commercial/residential lawns, golf courses and parks1,2. They provide many positive societal attributes including dust control, heat dissipation, recreational surfaces and soil stabilization. However, pest encroachment may occur which requires the use of pesticide(s) to maintain the turf to an acceptable level3.
Plant canopies in established turfgrass systems intercept sprayed pesticides. Human-pesticide exposure is possible via various routes, including transferring from treated vegetation directly onto humans, as well as through indirect routes such as transfer onto maintenance equipment, pets and recreational items4,5. To address such concerns, human pesticide exposure risk assessments must be conducted prior to pesticide registration and re-registration in the U.S. to estimate the nature and probability of adverse health effects following exposure to contaminated environmental media6. Within the occupational and residential exposure test guidelines currently employed by the USEPA, foliar transferable residue dissipation tests (OPPTS 875.2100) are conducted to quantify pesticide residues on treated surfaces that can be transferred through various processes onto human skin/clothing or inhaled7,8.
Previous research efforts have compared several foliar transferable pesticide residue methods including a California roller (moving a roller of known mass over cotton cloth), drag sled (pulling a solid object of known mass with a piece of cloth attached to it), polyurethane foam roller (moving a roller of known mass covered with polyurethane foam) and shoe shuffling (attaching cotton cheesecloth to shoes), which are all conducted in a known area of pesticide-treated turfgrass9,10,11,12. Of the aforementioned methods, California roller-based approaches provide the most repeatable approach to quantify foliar transferable pesticide residues; however, comparably more aggressive approaches such as shoe shuffling can transfer more pesticide residue, which also has utility in risk assessments. Hand wiping methods provide a comparatively enhanced ability to contact unique treated turfgrass vegetation surfaces. This method provides more applicable data for nondietary pesticide ingestion, as hand-to-mouth contact is a common process associated with this exposure route.
Turfgrass canopy dynamics vary widely between both species and use sites. Species commonly vary in growth habit and season, as well as blade texture and density, which affect pesticide spray interception and physiological processes3,13. Management inputs can vary widely between use sites, and within a use site based on site-specific expectations. For example, bermudagrass (Cynodon spp.) is utilized in adapted climates as a golf course putting green surface which are typically irrigated and mown >5 times per week (clippings collected) at 0.3 to 0.4 cm, as well as a nonirrigated utility ground cover which may be mown <1 times per week (clippings returned) at 1.5 to 6.3 cm. Previous research has shown transferable foliar pesticide residues can vary between species within a use site, and is affected by irrigation and mowing practices14,15. Ultimately, variability between turfgrass systems inhibits the implementation of a universal method to quantify transferable foliar pesticide residues. Therefore, method selection to optimize human risk assessments should encompass pesticide-, process-, site- and species-specific criteria. The objective of this study was to characterize various methods used to quantify transferable foliar pesticide residues, and highlight conditions that should be considered when selecting a method for a given experiment.
1. Field Plot Identification and Establishment
2. Trial Initiation
3. Quality Control Samples
4. Sample Collection Considerations
5. Transferable Residue Sample Collection
NOTE: Nitrile gloves are worn throughout all sample collection procedures, and should be replaced as often as needed to prevent contamination.
Figure 1: Hand wiping pressure quantification. Approach used to quantify pressure from fronthand (A) and backhand (B) wiping motions. To do so, spray a green food coloring solution (water + 10% v/v food coloring + 1% v/v nonionic surfactant) over a nonporous surface (ex. glass or metal tray) and press hand as intended for pesticide dislodge sampling. Quantify the contact surface area by digital image analysis as described by Campillo et al.17 to determine proportion of green pixels per image of known area. Collect a turfgrass core from the intended research area when soil is at field capacity and secure it to a digital weight scale. Quantify the mass of downward force when hand wiping. Hand wiping pressure should not exceed 2 kPa. Please click here to view a larger version of this figure.
Figure 2: Hand wiping directions. Progression is intended to contact maximum unique treated vegetation surface area to glove. Two gloves are required to avoid overloading cotton when sampling <415 cm2 area; however, this should be confirmed in pesticide- and site-specific conditions prior to experiment initiation. Please click here to view a larger version of this figure.
Figure 3: Soccer ball roller. Excluding A to B, all junctions are glued with PVC adhesive. Part C length can vary by supplier due to varying dimensions of parts B and D. Please click here to view a larger version of this figure.
6. Turfgrass Vegetation Collection
Figure 4: Turfgrass core collection. Golf course cup cutter is a robust, relatively cheap apparatus for turfgrass/soil collection. Remove the inside plunger used to eject cores prior to use for transferable pesticide residue sample collections so that vegetation is not inadvertently contacted, which may reduce pesticide residue concentrations. Please click here to view a larger version of this figure.
Building on previous research efforts comparing transferable pesticide residue methods within a single turfgrass system, and turfgrass systems within a single transferable pesticide residue method, a field study (initiated May 24, 2016 in Raleigh, North Carolina, USA) was conducted to compare methods across turfgrass systems. In short, 2,4-D, a broadleaf herbicide used commonly in turfgrass systems, transfer from three turfgrass species (creeping bentgrass, Agrostis stolonifera L.; hybrid bermudagrass, Cynodon dactylon L. x C. transvaalensis Burtt-Davy; tall fescue, Lolium arundinaceum [Schreb.] S.J. Darbyshire) via three methods (hand wipe, modified California roller or soccer ball roll) was quantified immediately after application and a 1 h drying period, as well as 1 and 3 DAT. Creeping bentgrass mowing height simulated a golf course putting green at 0.4 cm, while hybrid bermudagrass and tall fescue were maintained at 5 and 9 cm, respectively, which is representative of commercial/residential lawns and parks. Research areas were not mown and covered during rainfall following broadcast 2,4-D spray application (1 kg acid equivalent ha-1).
Compared to previous reports evaluating transferable 2,4-D from treated turfgrass, data from the presented research suggest conditions were favorable for transfer across all methods. Averaged over methods, 2,4-D transfer immediately after application ranked creeping bentgrass (21% of applied) > hybrid bermudagrass (16.4%) = tall fescue (15.1%), which aligns with canopy density trends across systems (Table 1; Figure 5). Averaged over turfgrasses, 2,4-D transfer immediately after application ranked hand wipe (21.2% of applied) > modified California roller (16.8%) = soccer ball roll (14.4%), which agrees with previous efforts showing hand/shoe sampling can transfer more pesticide residue compared to other transfer techniques including drag- and roller-based methods10,11. A 1 h drying period resulted in a 2- to 4-fold decrease in transferable 2,4-D residues across turfgrasses and with modified California roller and hand wiping methods, while transfer decreased 36-fold from soccer ball roll. This decline agrees with Jeffries et al.14, who reported 2,4-D transfer via soccer ball roll decreased from 11.2% of the applied immediately after application on hybrid bermudagrass to 0.3% after a 1 h drying period. These data emphasize the effect sample collection time and method applied have in quantifying transferable residues from turfgrass. A soccer ball roll is a relatively specific process in turfgrass systems, and while it provides pertinent information for human exposure on an athletic field, it may not be as appropriate to solely utilize for general human exposure risk assessments as other methods.
Creeping bentgrass | Hybrid bermudagrass | Tall fescue | Ball roll | Mod. Cal. roller | Hand wipe | |
_________________________ % dislodged of applied 2,4-D _________________________ | ||||||
0 DAT – 0 h | 21 | 16.4 | 15.1 | 14.4 | 16.8 | 21.2 |
LSD0.05 | _______________ 2.8 _______________ | _______________ 2.8 _______________ | ||||
0 DAT – 1 h | 5 | 6.8 | 4.9 | 0.4 | 7.7 | 8.5 |
LSD0.05 | _______________ 1.0 _______________ | _______________ 1.0 _______________ |
Table 1: Transferable 2,4-D from field plots the day of application. Main effect of turfgrass species and sampling method on transferable 2,4-D data reported as percent of the initial application rate. Sample collections occurred immediately following application and after a 1 h drying time.
Figure 5: Turfgrass systems evaluated. Turfgrass canopy density and height can vary by system. Within the presented research, density (highest to lowest) ranked creeping bentgrass (A) > hybrid bermudagrass (B) > tall fescue (C); while height (highest to lowest) ranked tall fescue > hybrid bermudagrass > creeping bentgrass. Please click here to view a larger version of this figure.
Data from 1 and 3 DAT suggests sample collection methods do not transfer 2,4-D from treated vegetation similarly across turfgrass species, which was hypothesized due to varying canopy dynamics. Within a sample collection method at 1 DAT, 2,4-D transfer from hybrid bermudagrass (17.3 to 31.2% of applied) was greater than creeping bentgrass (10.6 to 16.2%) and tall fescue (8.1 to 20.9%), which is likely due in part to varying canopy dynamics and herbicide-physiological effects across species (Table 2). Elucidating this occurrence is beyond the scope of this experiment; however, it is highlighted to demonstrate the importance of turfgrass species selection for transferable pesticide residue research. Transferable 2,4-D did not vary between methods on creeping bentgrass at 1 or 3 DAT, which was the finest textured, lowest mown turfgrass evaluated. This allowed for relatively consistent sorbent material-treated vegetation contact across the three evaluated methods. 2,4-D transfer varied across methods in hybrid bermudagrass and tall fescue, with hand wiping resulting in the greatest transfer. Hybrid bermudagrass and tall fescue are coarser textured than creeping bentgrass, and were mown at higher heights (5 and 9 cm, respectively), which accentuates an inherent limitation of rolling-based methods of laying vegetation over (Figure 6). When this occurs, sorbent material-treated vegetation contact can be reduced and consequently, underestimate transferable residues.
____________________ 1 DAT – 7:00 EST ____________________ | ||||
Turfgrass | Ball roll | Mod. Cal. roller | Hand wipe | LSD0.05 |
____________ % dislodged of applied 2,4-D ____________ | ||||
Creeping bentgrass | 10.6 | 13.6 | 16.2 | NS |
Hybrid bermudagrass | 17.3 | 20.9 | 31.2 | 2.2 |
Tall fescue | 8.1 | 9.1 | 20.9 | 2.7 |
LSD0.05 | 3.2 | 3.2 | 5.2 | |
____________________ 3 DAT – 7:00 EST ____________________ | ||||
Turfgrass | Ball roll | Mod. Cal. roller | Hand wipe | LSD0.05 |
____________ % dislodged of applied 2,4-D ____________ | ||||
Creeping bentgrass | 1.9 | 2.8 | 3.1 | NS |
Hybrid bermudagrass | 1.9 | 4.8 | 7.6 | 2.1 |
Tall fescue | 1.8 | 2 | 6.8 | 2.6 |
LSD0.05 | NS | 0.9 | 3.4 |
Table 2: Transferable 2,4-D from field plots 1 and 3 days after application. Turfgrass species-by-sampling method interaction on transferable 2,4-D data reported as percent of the initial application rate. Sample collections occurred at 7:00:00 eastern standard time.
Figure 6: Tall fescue canopy following modified California roller sampling. An inherent limitation to this transferable pesticide residue sampling method is increasing potential for grass blades to lie down as canopy height increases. When this occurs, abaxial surfaces are not contacted by the cotton sorbent sheet, thus, potentially underestimating transferable residues. Please click here to view a larger version of this figure.
Regulating agencies have not identified a specific method to quantify transferable pesticide residues from turfgrass. This research supports utilizing different methods based on site- and exposure process-specific criteria, as they all have utility for human risk assessments. However, they all have limitations that researchers should be cognizant of prior to their use. Lastly, turfgrass species is not a site selection parameter currently stated in transferable pesticide residue protocols, and this research builds on previous efforts suggesting its inclusion should be stated.
The described soccer ball roll method is relatively robust across samplers and only requires one individual to complete. It also mimics a very common occurrence in the most popular international sport, and has many implications for nondietary pesticide exposure from hand-to-mouth contact. Additionally, this concept could be applied with minimal modification for pesticide transfer onto objects associated with other sports. However, it is a comparably less aggressive method for pesticide transfer and consequently, should not be solely utilized in risk assessments.
Of the three methods presented, the modified California roller has been employed most extensively in turfgrass transferable residue research. It is the most robust approach across samplers, and transferred a similar amount of 2,4-D as other methods at the lowest mown turfgrass system evaluated, creeping bentgrass. This suggests that this method should be employed for transferable pesticide residue research on golf course putting greens, and potentially other closely mown systems such as golf course fairways/tees and athletic fields. The limitations of this method include potentially laying grass blades down as mowing height increases and the requirement of three individuals to complete. Additionally, the roller and frame preparation required between samples can be time consuming, and previous research has shown pesticide transfer fluctuates over relatively short timescales within a day as canopy moisture dissipates14. This may limit the amount of samples that can be collected at a given timing (i.e. reduced treatments), or add a confounding factor to data should samples be collected over an extensive amount of time. Researchers should be aware of this as they plan experiments utilizing the modified California roller.
Hand wiping over treated plant vegetation with cotton-based gloves is a method commonly used to measure transferable pesticide residues for workers in orchards and tobacco due to the high frequency of hand-to-vegetation contact associated with agricultural production. While this method has been utilized less in turfgrass systems, it provides a superior approach to quantify transferable residues in turfgrass systems at mowing heights commonly associated with commercial/residential lawns and parks. Additionally, hand-to-treated turfgrass contact is common for both nonoccupational and occupational risk assessments, as turfgrass systems are utilized for a variety of societal purposes. Of the three evaluated methods, hand wiping is the least reproducible method across samplers, which may require additional measures (replications, training, etc.) to produce conclusive results.
Although the evaluated methods vary widely in their execution, the critical steps within each protocol conceptually overlap. Sampling at a constant speed and pressure is paramount to produce reproducible data, as these influence sorbent material-pesticide transfer. Maintaining a constant speed is required of samplers across all three methods, while pressure is a point of concern for hand wiping only. Samplers should not put additional pressure on the modified California or soccer ball rollers, while hand wiping is an approach that takes substantial preliminary efforts to maintain consistency within, and across samplers. This is the greatest limitation to transferable residue research relying solely on hand wiping, and future research should identify a less subjective approach that provides its unique attribute of canopy penetration while minimally laying grass down.
The purpose of collecting turfgrass vegetation is to provide a reference point in addition to the amount of pesticide initially applied by accounting for dissipation between application and subsequent sample collection timings. Furthermore, quantifying pesticide residue in vegetation enhances explanation when nondetection occurs in transfer samples. Basically, it allows the researcher to determine if transfer did not occur because pesticide residue was sorbed in/on vegetation, making it nontransferable, or if residue was no longer detectable in/on vegetation.
The authors have nothing to disclose.
We thank Khalied Ahmed, Laney McKnight and Drew Pinnix for field and laboratory assistance, as well as the Lake Wheeler Turfgrass Field Laboratory support staff, including Dustin Corbett and Marty Parish, for maintaining research areas. This work was partially supported by the North Carolina State University Center for Turfgrass Environmental Research and Education.
General | — | — |
Nitrile gloves | Any | NA |
Coolers | Any | NA |
Turf paint | Any | NA |
Field plot measuring equipment | Any | NA |
Protective foot apparel | Any | NA |
Whatman 3 MM Chr Chromatography Paper | Fisher Scientific | 05-716-3E |
Name | Company | Catalog Number |
Ball roll | — | — |
PVC pipe (5 cm inner diameter) | Home Depot | 531137 |
Hacksaw for PVC cutting | Any | NA |
90 degree elbow (5 cm inner diameter) | Home Depot | RCE-2000-S |
Tee coupler (5 cm inner diameter) | Home Depot | PVC024001600HD |
PVC adhesive | Any | NA |
Lag bolt (0.6 cm diameter by 7 cm length) | Home Depot | 801366 |
Size 4 soccer ball | Any | NA |
Pressure gauge | Any | NA |
Hand air pump | Any | NA |
Fabric scissors | Any | NA |
Scott Rags-In-A-Box | Uline | S-12809 |
Adhesive tape | Any | NA |
8 oz sealable glass jar | Any | NA |
Name | Company | Catalog Number |
Hand wipe | — | — |
100% cotton heavyweight inspection gloves | Uline | S-19284 |
Digital camera | Any | NA |
ImageJ software | National Institutes of Health | https://imagej.nih.gov/ij/ |
Digital scale that measures up to 400 g | Any | NA |
Stopwatch | Any | NA |
Plastic bucket (23 cm diameter) | Home Depot | 209313 |
16 oz sealable glass jar | Any | NA |
Name | Company | Catalog Number |
Modifed California roller | — | — |
Metal conduit (1.25 cm diameter by 1.8 m length) | Home Depot | 101543 |
PVC pipe (10 cm inner diameter) | Home Depot | 531103 |
Sand + reebar to bring roller to 14.5 kg | Any | NA |
PVC plug | Home Depot | 33403D |
Polyurethane foam sheet (1.25 cm thick) to cover PVC pipe | Any | NA |
6 mm painter's plastic | Any | NA |
Plexiglass sheet (107 cm length by 76 cm width by 0.6 cm thick) | Any | NA |
Toggle clamps | Any | NA |
Metal nails (10 to 15 cm length) to secure frame to ground | Any | NA |
100% cotton sheets (> 200 threadcount) | Any | NA |
Tweezers | Any | NA |
32 oz sealable glass jar | Any | NA |
Name | Company | Catalog Number |
Turfgrass vegetation core collection | — | — |
Lever action golf course cup cutter | Par Aide Product Company | 1001-1 |
Knife | Any | NA |
Fiskars Herb Scissors | Home Depot | 96086966J |
Turf plug plastic container | Any | NA |