Control of Viral and Bacterial Contamination of Lettuce by Subsurface Drip Irrigation
Publication: Journal of Irrigation and Drainage Engineering
Volume 148, Issue 10
Abstract
Foodborne outbreaks have been associated with the use of irrigation water contaminated with human and animal wastes. The use of subsurface drip irrigation may reduce the contamination of leafy green produce. The goal of this study was to quantitatively assess the impact of a subsurface irrigation system on the contamination of romaine lettuce contaminated with a fecal bacterium and a virus. Plants were transplanted and grown in bottom watering pots. They were irrigated with contaminated water containing Escherichia coli and MS2 bacterial virus. The HYDRUS 2D/3D program was used to model the water movement in the soil to ensure that the soil surface did not become wet and consequently contaminated. Neither E. coli nor MS2 were detected on the surface or internally on/in romaine lettuce. The results demonstrated that subsurface irrigation may successfully reduce the risk of contamination by bacterial and viral pathogens so long as the contaminated irrigation water does not reach the soil surface and thereby come in direct contact with the aboveground portions of the plant.
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Data Availability Statement
Some or all data, models, or code generated or used during the study are available in a repository online in accordance with funder data retention policies (Reyes Esteves 2020).
Acknowledgments
Funds supported this study came from the Department of Biosystems Engineering (BE) and the Water & Energy Sustainable Technology (WEST) Center, University of Arizona. The authors would like to express their gratitude to Patricia Gundy, Principal Research Specialist, and Dr. Kelly Bright, Research Professor, from the WEST Center and the Environmental Science Department at the University of Arizona. Their assistance, recommendations, and training at the lab were crucial in this research work. The authors would also like to acknowledge the Assistant Research Professors, Research Technicians, students in the WEST, SNRE, and Chapingo Autonomous University for their help at the lab, greenhouse, and calculations work.
References
Absar, A., C. E. Enriquez, G. Oron, and C. P. Gerba. 2000. “Control of viral contamination of reclaimed irrigated vegetables by drip irrigation.” In Proc., Water Reuse 2000. San Antonio.
Allen, R. G., L. S. Pereira, D. Raes, and M. Smith. 1998. Crop evapotranspiration—Guidelines for computing crop water requirements. Rome: Food and Agriculture Organization of the United Nations.
Alum, A., C. E. Enriquez, G. Oron, and C. P. Gerba. 2000. “Control of viral contamination of reclaimed irrigated vegetables by drip irrigation.” In Proc., American Water Works Association Water Use Conf. Denver, CO: American Water Works Association.
Arar, A. 1989. “The future role of the use of sewage effluent for irrigation in the Near East.” In Proc., Aswan Seminar, Cairo (Egypt), 16-21 January 1988. Bari, Italy: International Centre for Advanced Mediterranean Agronomic Studies.
Ayers, R. S., and D. W. Westcot. 1985. Water quality for agriculture. Rome: Food and Agriculture Organization of the United Nations.
Beuchat, L. R. 2002. “Ecological factors influencing survival and growth of human pathogens on raw fruits and vegetables.” Microbes Infect. 4 (4): 413–423. https://doi.org/10.1016/S1286-4579(02)01555-1.
Camp, C. R. 1998. “Subsurface drip irrigation: A review.” Trans. ASAE 41 (5): 1353. https://doi.org/10.13031/2013.17309.
Carr, R. M., U. J. Blumenthal, and D. Duncan Mara. 2004. “Guidelines for the safe use of wastewater in agriculture: Revisiting WHO guidelines.” Water Sci. Technol. 50 (2): 31–38. https://doi.org/10.2166/wst.2004.0081.
Carsel, R. F., and R. S. Parrish. 1988. “Developing joint probability distributions of soil water retention characteristics.” Water Resour. Res. 24 (5): 755–769. https://doi.org/10.1029/WR024i005p00755.
CDC (Centers for Disease Control and Prevention). 2018. “Foodborne disease outbreak 2018 case definition.” Accessed May 13, 2020. https://www.cdc.gov/ecoli/2018/o157h7-04-18/?fbclid=IwAR3o0EC_AhIIv13l7ixJgiCci63ayZxih3DD2bYwrx7oLe3cHWWgUjDpWTw.
Enriquez, C., A. Alum, E. M. Suarez-Rey, C. Y. Choi, G. Oron, and C. P. Gerba. 2003. “Bacteriophages MS2 and PRD1 in turfgrass by subsurface drip irrigation.” J. Environ. Eng. 129 (9): 852–857. https://doi.org/10.1061/(ASCE)0733-9372(2003)129:9(852).
Feddes, R. A., P. Kowalik, K. Kolinska-Malinka, and H. Zaradny. 1976. “Simulation of field water uptake by plants using a soil water dependent root extraction function.” J. Hydrol. 31 (1–2): 13–26. https://doi.org/10.1016/0022-1694(76)90017-2.
Fernández, M. D., S. Bonachela, F. Orgaz, R. Thompson, J. C. López, M. R. Granados, M. Gallardo, and E. Fereres. 2010. “Measurement and estimation of plastic greenhouse reference evapotranspiration in a Mediterranean climate.” Irrig. Sci. 28 (6): 497–509. https://doi.org/10.1007/s00271-010-0210-z.
Gong, X., S. Wang, C. Xu, H. Zhang, and J. Ge. 2020. “Evaluation of several reference evapotranspiration models and determination of crop water requirement for tomato in a solar greenhouse.” HortScience 55 (2): 244–250. https://doi.org/10.21273/HORTSCI14514-19.
Hargreaves, G. H., and Z. A. Samani. 1985. “Reference crop evapotranspiration from temperature.” Appl. Eng. Agric. 1 (2): 96–99. https://doi.org/10.13031/2013.26773.
Hirneisen, K. A., M. Sharma, and K. E. Kniel. 2012. “Human enteric pathogen internalization by root uptake into food crops.” Foodborne Pathog. Dis. 9 (5): 396–405. https://doi.org/10.1089/fpd.2011.1044.
Kandelous, M. M., J. A. Vrugt, T. Kamai, J. Simunek, B. Hanson, and J. W. Hopmans. 2012. “Evaluation of subsurface drip irrigation design and management parameters for alfalfa.” Agric. Water Manage. 109 (Jun): 81–93. https://doi.org/10.1016/j.agwat.2012.02.009.
Killen, M. A. 1988. “A physically based analytical model to predict infiltration under surge irrigation.” Doctoral dissertation, Dept. of Agricultural Engineering, Univ. of Arizona.
Kim, M., K. Shapiro, V. B. Rajal, A. Packham, B. Aguilar, L. Rueda, and S. Wuertz. 2021. “Quantification of viable protozoan parasites on leafy greens using molecular methods.” Food Microbiol. 99 (Oct): 103816. https://doi.org/10.1016/j.fm.2021.103816.
Martin, D. L., and J. Gilley. 1993. “Irrigation water requirements.” Chap. 2 in National engineering handbook, Part 623. Washington, DC: USDA, Soil Conservation Service.
Mualem, Y. 1976. “A new model for predicting the hydraulic conductivity of unsaturated porous media.” Water Resour. Res. 12 (3): 513–522. https://doi.org/10.1029/WR012i003p00513.
Oliveira, A. S. 1998. “Determination of head lettuce crop coefficient and water use in central Arizona.” Doctoral dissertation, Dept. of Agricultural and Biosystems Engineering, Univ. of Arizona.
Oron, G., J. DeMalach, Z. Hoffman, and R. Cibotaru. 1991. “Subsurface microirrigation with effluent.” J. Irrig. Drain. Eng. 117 (1): 25–36. https://doi.org/10.1061/(ASCE)0733-9437(1991)117:1(25).
Oron, G., Y. DeMalach, Z. Hoffman, and Y. Manor. 1992. “Effect of effluent quality and application method on agricultural productivity and environmental control.” Water Sci. Technol. 26 (7–8): 1593–1601. https://doi.org/10.2166/wst.1992.0603.
Oron, G., M. Goemans, Y. Manor, and J. Feyen. 1995. “Poliovirus distribution in the soil-plant system under reuse of secondary wastewater.” Water Res. 29 (4): 1069–1078. https://doi.org/10.1016/0043-1354(94)00257-8.
Painter, J. A., R. M. Hoekstra, T. Ayers, R. V. Tauxe, C. R. Braden, F. J. Angulo, and P. M. Griffin. 2013. “Attribution of foodborne illnesses, hospitalizations, and deaths to food commodities by using outbreak data, United States, 1998–2008.” Emerging Infect. Dis. 19 (3): 407. https://doi.org/10.3201/eid1903.111866.
Pescod, M. B. 1992. Wastewater treatment and use in agriculture. Rome: Food and Agriculture Organization of the United Nations.
Phene, C. J., and R. Ruskin. 1995. “Potential of subsurface drip irrigation for management of nitrate in wastewater.” In Vol. 155 of Proc., 5th Int. Microirrigation Congress, 167. St. Joseph, MI: American Society of Agricultural Engineers.
Provenzano, G. 2007. “Using HYDRUS-2D simulation model to evaluate wetted soil volume in subsurface drip irrigation systems.” J. Irrig. Drain. Eng. 133 (4): 342–349. https://doi.org/10.1061/(ASCE)0733-9437(2007)133:4(342).
Reyes Esteves, R. G. 2020. “Evaluation of the uptake of microbial surrogates by leafy greens using subsurface irrigation.” Doctoral dissertation, Dept. of Biosystems Engineering, Univ. of Arizona.
Reyes Esteves, R. G., C. P. Gerba, and D. C. Slack. 2020. “Evaluation of subsurface irrigation on microorganism contamination of romaine lettuce.” E3S Web Conf. 187 (Sep): 04009. https://doi.org/10.1051/e3sconf/202018704009.
Reyes-Esteves, R. G., and D. C. Slack. 2019. “Modeling approaches for determining appropriate depth of subsurface drip irrigation tubing in alfalfa.” J. Irrig. Drain. Eng. 145 (10): 04019021. https://doi.org/10.1061/(ASCE)IR.1943-4774.0001409.
Ruskin, R. 1992. Reclaimed water and subsurface irrigation. St. Joseph, MI: American Society of Agricultural Engineers.
Schneider, D., and T. A. Howell. 1998. “Comparison of SDI, LEPA, and spray irrigation efficiency.” In Proc., 2001 ASAE Annual Meeting, 1. St. Joseph, MI: American Society of Agricultural and Biological Engineers.
Seymour, I. J., and H. Appleton. 2001. “Foodborne viruses and fresh produce.” J. Appl. Microbiol. 91 (5): 759–773. https://doi.org/10.1046/j.1365-2672.2001.01427.x.
Šimůnek, J., and J. W. Hopmans. 2009. “Modeling compensated root water and nutrient uptake.” Ecol. Modell. 220 (4): 505–521. https://doi.org/10.1016/j.ecolmodel.2008.11.004.
Šimůnek, J., M. T. van Genuchten, and M. Šejna. 2008. “Development and applications of the HYDRUS and STANMOD software packages and related codes.” Vadose Zone J. 7 (2): 587–600. https://doi.org/10.2136/vzj2007.0077.
Slack, D. C., R. R. Esteves, A. Espejel, B. Oyorsaval, and Y. Ma. 2017. “Subsurface drip irrigation: A technology for safer irrigation of vegetable crops.” Eng. Appl. Sci. Res. 44 (2): 111–114.
Solomon, E. B., and M. Sharma. 2009. “Microbial attachment and limitations of decontamination methodologies.” In The produce contamination problem, 21–45. Cambridge, MA: Academic Press.
Somnuek, S., Y. Hong, M. Kim, S. Lee, J. Baek, K. Kwak, H. Lee, and J. Lee. 2020. “Assessment of water control model for tomato and paprika in the greenhouse using the Penman-Monteith model.” J. Bio-Environ. Control 29 (3): 209–218. https://doi.org/10.12791/KSBEC.2020.29.3.209.
Song, I. 2004. “Subsurface drip irrigation with wastewater and the effects of environmental factors on virus survival in soil.” Doctoral dissertation, Agricultural and Biosystems Engineering, Univ. of Arizona.
Song, I., S. W. Stine, C. Y. Choi, and C. P. Gerba. 2006. “Comparison of crop contamination by microorganisms during subsurface drip and furrow irrigation.” J. Environ. Eng. 132 (10): 1243–1248. https://doi.org/10.1061/(ASCE)0733-9372(2006)132:10(1243).
Straub, T. M., I. L. Pepper, and C. P. Gerba. 1992. “Persistence of viruses in desert soils amended with anaerobically digested sewage sludge.” Appl. Environ. Microbiol. 58 (2): 636–641.
Taylor, S. A., and G. M. Ashcroft. 1972. Physical edaphology, 434–435. San Francisco: Freeman and Co.
Thompson, T. L., and K. L. Maki. 1995. Subsurface drip irrigation of leaf lettuce and broccoli I: Spatiel distribution of roots and soil water tension. Tucson, AZ: College of Agriculture, Univ. of Arizona.
Van Genuchten, M. T. 1980. “A closed-form equation for predicting the hydraulic conductivity of unsaturated soils.” Soil Sci. Soc. Am. J. 44 (5): 892–898. https://doi.org/10.2136/sssaj1980.03615995004400050002x.
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Received: Oct 19, 2020
Accepted: May 15, 2022
Published online: Aug 10, 2022
Published in print: Oct 1, 2022
Discussion open until: Jan 10, 2023
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