Abstract
Treated wastewater (TWW) reuse in crop or landscape irrigation is beneficial for water resource preservation, both quantitatively and qualitatively. However, TWW reuse based on sprinkler irrigation remains limited. This is principally due to a poor understanding of the risks resulting from aerosolization and transport, particularly those associated with the inhalation of pathogenic or toxic contaminants during sprinkler irrigation. Pathogen dissemination is intrinsically linked to fine droplet dispersion and their transport over long distances. Such mechanisms have not been adequately addressed in sprinkler irrigation studies with regard to potential contamination of the environment or their impact on human health. In previous work, droplet dispersion was analyzed by conducting field measurements, and an empirical model was proposed. However, this model remained rather empirical and did not sufficiently take into account all the variables that are thought to act on evaporation. In this work, further measurements were made under a wider range of operating pressure and climatic conditions to improve the model. The set-up was improved by use of a new collecting device and methodology to avoid sampling pollution. Tracer concentration was increased, and the trial duration shortened to limit wind velocity variation effects on measurement accuracy. The objective was to model fine droplet volumes transported beyond the wetted perimeter of the sprinkler. This empirical modeling relies on climate variables and uses dimensionless numbers that characterize atomization and evaporation. Models that combine the key evaporation demand variables with Reynolds or Weber numbers better fit experimental data. They can account for more than 80% of transport variability, including very small volumes of water () that are transported or deposited on the surface downwind from the wetted area.
Get full access to this article
View all available purchase options and get full access to this article.
Acknowledgments
This work was conducted within the framework of several projects: NOWMMA (AAP ECO-Industries, 2011-2014, New Process for Optimizing Wastewater Reuse from Mauguio in Mediterranean Area in support of the French Reuse Directive) and Water4Crops (Water4Crops, 2012-2016 Project FP7 KBBE-2012-6-311933) projects.
References
Allen, R. G., I. A. Walter, R. Elliott, T. A. Howell, D. Itenfisu, and M. E. Jensen. 2005. The ASCE standardized reference evapotranspiration equation. Reston, VA: Task Committee on Standardization of Reference Evapotranspiration.
Clark, C. S., and C. C. Linneman. 1986. “The use of serum antibody as a means to determine infection from exposure to wastewater and refuse.” Crit. Rev. Environ. Control 16 (4): 305–326. https://doi.org/10.1080/10643388609381750.
Douzals, J. P., and M. Al Heidary. 2014. “How spray characteristics and orientation may influence spray drift in a wind tunnel.” In Proc., Int. Advances in Pesticide Application 2014, 271–278. Oxford, UK: Association of Applied Biologists.
Dumouchel, C. 2008. On the experimental investigation on primary atomization of liquid streams, 371–422. Berlin: Springer.
Eionet (European Topic Centre on Air Pollution and Climate Change Mitigation). 2008. Impacts of Europe′s changing climate: 2008 indicator-based assessment.. Copenhagen, Denmark: European Environment Agency.
EPHC, NRMMC, and AHMC (Environment Protection and Heritage Council, Natural Resource Management Ministerial Council, and Australian Health Ministers Conference). 2006. National guidelines for water recycling: Managing health and environmental risks. Canberra, ACT, Australia: EPHC, NRMMC, and AHMC.
Girardin, G., P. Renault, F. Bon, L. Capowiez, J. Chadoeuf, C. Krawczyk, and D. Courault. 2016. “Viruses carried to soil by irrigation can be aerosolized later during windy spells.” Agron. Sustainable Dev. 36 (4): 59. https://doi.org/10.1007/s13593-016-0393-7.
Heng, B. H. 1994. “Prevalence of hepatitis A virus among sewage workers in Singapore.” Epidemiol. Infect. 113 (01): 121–128. https://doi.org/10.1017/S0950268800051530.
Hoffman, V., H. Kucera, and M. Berge. 1986. Spray equipment and calibration. Fargo, ND: North Dakota Cooperative Extension Service, North Dakota State Univ.
ISO. 2005. Equipment for crop protection—Methods for the field measurement of spray drift. ISO 22866. Geneva: ISO.
ISO. 2011a. Agricultural irrigation equipment—Sprinklers—Part 1: Definition of terms and classification. ICS 65.060.35. Geneva: ISO.
ISO. 2011b. Agricultural irrigation equipment—Sprinklers—Part 3: Characterization of distribution and test methods. ISO 15886. Geneva: ISO.
JORF. 2014. Arrêté du 25 juin 2014 modifiant l’arrêté du 2 août 2010 relatif à l’utilisation d’eaux issues du traitement d’épuration des eaux résiduaires urbaines pour l’irrigation de cultures ou d’espaces verts NOR. AFSP1410752A. France: Journal officiel de la République française.
La Rosa, G., M. Pourshaban, M. Iaconelli, and M. Muscillo. 2010. “Quantitative real-time PCR of enteric viruses in influent and effluent samples from wastewater treatment plants in Italy.” Annali Dell’Istituto Superiore Di Sanità 46 (3): 266–273. https://doi.org/10.4415/ANN_10_03_07.
Molle, B., S. Tomas, M. Hendawi, and J. Granier. 2012. “Evaporation and wind drift losses during sprinkler irrigation influenced by droplet size distribution.” Irrig. Drain. 61 (2): 240–250. https://doi.org/10.1002/ird.648.
Molle, B., S. Tomas, L. Huet, M. Audouard, Y. Olivier, and J. Granier. 2016. “Experimental approach to assessing aerosol dispersion of treated wastewater distributed via sprinkler irrigation.” J. Irrig. Drain. Eng. 142 (9): 04016031. https://doi.org/10.1061/(ASCE)IR.1943-4774.0001039.
Phocaides, A., and F. A. O. Consultant. 2000. Technical handbook on pressurized irrigation techniques. Rome: Food and Agriculture Organization of the United Nations.
Sadok, W., and T. R. Sinclair. 2011. “Crops yield increase under water-limited conditions: Review of recent physiological advances for soybean genetic improvement.” Chap. 7 in Advances in agronomy, 325–349. Amsterdam, Netherlands: Elsevier.
Sallam, K. A., Z. Dai, and G. M. Faeth. 2002. “Liquid breakup at the surface of turbulent round liquid jets in still gases.” Int. J. Multiphase Flow 28 (3): 427–449. https://doi.org/10.1016/S0301-9322(01)00067-2.
Stevenin, C., S. Tomas, A. Vallet, M. Amielh, and F. Anselmet. 2016. “Flow characteristics of a large-size pressure-atomized spray using DTV.” Int. J. Multiphase Flow 84 (Sep): 264–278. https://doi.org/10.1016/j.ijmultiphaseflow.2016.05.004.
Teltsch, B., and E. Katzenelson. 1978. “Airborne enteric bacteria and viruses from spray irrigation with wastewater.” Appl. Environ. Microbiol. 35 (2): 290–296.
WHO (World Health Organization). 2006. “Health-based targets.” In WHO guidelines for the safe use of wastewater, excreta and greywater; Volume II: Wastewater use in agriculture, 59–74. Geneva: WHO.
WWAP (United Nations World Water Assessment Programme). 2017. The United Nations World Water Development Report 2017: Wastewater, the untapped resource. Paris: UNESCO.
Information & Authors
Information
Published In
Copyright
©2019 American Society of Civil Engineers.
History
Received: Jun 7, 2018
Accepted: Mar 20, 2019
Published online: May 30, 2019
Published in print: Aug 1, 2019
Discussion open until: Oct 30, 2019
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.