Optimum positioning of wastewater treatment plants in a river network: A model-based approach to minimize microbial pollution

Science of The Total Environment - Tập 691 - Trang 1310-1319 - 2019
Sulagna Mishra1,2, David Kneis1, Thomas U. Berendonk1, Antoine Aubeneau2
1Institute of Hydrobiology, TU Dresden, Zellescher Weg 40, Dresden 01217, Germany
2Lyles School of Civil Engineering, Purdue University, 550 W Stadium Ave, West Lafayette, IN 47907, USA

Tài liệu tham khảo

Ajonina, 2015, Microbial pathogens in wastewater treatment plants (WWTP) in Hamburg, J. Toxicol. Environ. Health A, 78, 381, 10.1080/15287394.2014.989626 Anastasi, 2012, Pathogenic Escherichia coli found in sewage treatment plants and environmental waters, Appl. Environ. Microbiol., 78, 5536, 10.1128/AEM.00657-12 Anderson, 2005, Persistence and differential survival of fecal indicator bacteria in subtropical waters and sediments, Appl. Environ. Microbiol., 71, 3041, 10.1128/AEM.71.6.3041-3048.2005 Aristi, 2015, Mixed effects of effluents from a wastewater treatment plant on river ecosystem metabolism: subsidy or stress?, Freshw. Biol., 60, 1398, 10.1111/fwb.12576 Benham, 2006, Modeling bacteria fate and transport in watersheds to support TMDLS, Trans. ASABE, 987, 10.13031/2013.21739 Benisch, 2017, Application of a high-resolution measurement system with hydrodynamic modelling for the integrated quantification of urbanization effects on a creek Besmer, 2017, Evaluating monitoring strategies to detect precipitation-induced microbial contamination events in karstic springs used for drinking water, Front. Microbiol., 8, 2229, 10.3389/fmicb.2017.02229 Blöschl, 1995, On the representative elementary area (rea) concept and its utility for distributed rainfall-runoff modelling, Hydrol. Process., 9, 313, 10.1002/hyp.3360090307 Botter, 2010, Transport in the hydrologic response: travel time distributions, soil moisture dynamics, and the old water paradox, Water Resour. Res., 46, 10.1029/2009WR008371 Brendel, 2017, Relating watershed characteristics to elevated stream Escherichia coli levels in agriculturally dominated landscape: an Iowa case study, Water, 9, 154, 10.3390/w9030154 Serena, 2014, Hydrologic controls on basinscale distribution of benthic invertebrates, Water Resour. Res., 50, 2903, 10.1002/2013WR015112 Clifford, 1992, Estimation of flow resistance in gravel-bedded rivers: a physical explanation of the multiplier of roughness length, Earth Surf. Process. Landf., 17, 111, 10.1002/esp.3290170202 Moriasi, 2007, Model evaluation guidelines for systematic quantification of accuracy in watershed simulations, Trans. ASABE, 50, 885, 10.13031/2013.23153 Drummond, 2014, Retention and remobilization dynamics of fine particles and microorganisms in pastoral streams, Water Res., 66, 459, 10.1016/j.watres.2014.08.025 Drummond, 2015, Microbial transport, retention, and inactivation in streams: a combined experimental and stochastic modeling approach, Environ. Sci. Technol., 49, 7825, 10.1021/acs.est.5b01414 Dwivedi, 2013, Estimating Escherichia coli loads in streams based on various physical, chemical, and biological factors, Water Resour. Res., 49, 2896, 10.1002/wrcr.20265 Environment Protection Agency, U. S. Gov, 2012, 43 French, 2010, The continuing crisis in antibiotic resistance, Int. J. Antimicrob. Agents, 36, S3, 10.1016/S0924-8579(10)70003-0 Arnold, 2005, SWAT2000: Current capabilities and research opportunities in applied watershed modelling, Hydrol. Process., 19, 563, 10.1002/hyp.5611 Gao, 2018, Stochastic generation of daily rainfall events: a single-site rainfall model with copula-based joint simulation of rainfall characteristics and classification and simulation of rainfall patterns, J. Hydrol., 564, 41, 10.1016/j.jhydrol.2018.06.073 Gao, 2011, Numerical modelling of sediment-bacteria interaction processes in surface waters, Water Res., 45, 1951, 10.1016/j.watres.2010.12.030 Garcia-Armisen, 2009, Partitioning and fate of particle-associated E. coli in river waters, Water Environ. Res., 81, 21, 10.2175/106143008X304613 Gehr, 2003, Disinfection efficiency of peracetic acid, UV and ozone after enhanced primary treatment of municipal wastewater, Water Res., 37, 4573, 10.1016/S0043-1354(03)00394-4 Ghimire, 2013, Hydrograph-based approach to modeling bacterial fate and transport in rivers, Water Res., 47, 1329, 10.1016/j.watres.2012.11.051 Gregory, 2000, Fecal-coliform bacteria concentrations in streams of the Chattahoochee river national recreation area metropolitan Atlanta, Georgia, May–October 1994 and 1995, 1 Heß, 2018, Antibiotic resistant bacteria and resistance genes in the bottom sediment of a small stream and the potential impact of remobilization, FEMS Microbiol. Ecol., 94, 10.1093/femsec/fiy128 Hijnen, 2006, Inactivation credit of uv radiation for viruses, bacteria and protozoan (oo) cysts in water: a review, Water Res., 40, 3, 10.1016/j.watres.2005.10.030 Huang, 2014, Coupled effects of natural and anthropogenic controls on seasonal and spatial variations of river water quality during baseflow in a coastal watershed of southeast China, PLoS ONE, 9, 10.1371/journal.pone.0091528 Jäger, 2018, Reduction of antibiotic resistant bacteria during conventional and advanced wastewater treatment, and the disseminated loads released to the environment, Front. Microbiol., 9, 10.3389/fmicb.2018.02599 Jamieson, 2004, Assessing microbial pollution of rural surface waters: a review of current watershed scale modeling approaches, Agric. Water Manag., 70, 1, 10.1016/j.agwat.2004.05.006 Kang, 2010, Linking land-use type and stream water quality using spatial data of fecal indicator bacteria and heavy metals in the Yeongsan River Basin, Water Res., 44, 4143, 10.1016/j.watres.2010.05.009 Leff, 1998, Persistence and dissemination of introduced bacteria in freshwater microcosms, Microb. Ecol., 36, 202, 10.1007/s002489900107 Lenart-Boroń, 2017, The effect of anthropogenic pressure shown by microbiological and chemical water quality indicators on the main rivers of Podhale, southern Poland, Environ. Sci. Pollut. Res., 24, 12938, 10.1007/s11356-017-8826-7 Lüddeke, 2015, Removal of total and antibiotic resistant bacteria in advanced wastewater treatment by ozonation in combination with different filtering techniques, Water Res., 69, 243, 10.1016/j.watres.2014.11.018 Magalhães, 2016, Multidrug resistant pseudomonas aeruginosa survey in a stream receiving effluents from ineffective wastewater hospital plants, BMC Microbiol., 16, 193, 10.1186/s12866-016-0798-0 Massoud, 2009, Decentralized approaches to wastewater treatment and management: applicability in developing countries, J. Environ. Manag., 90, 652, 10.1016/j.jenvman.2008.07.001 Meltz Steinberg, 2007, Grazing protozoa and the evolution of the Escherichia coli o157: H7 shiga toxin-encoding prophage, Proc. R. Soc. B Biol. Sci., 274, 1921, 10.1098/rspb.2007.0245 Mendoza-Resendiz, 2013, Method for generating spatial and temporal synthetic hourly rainfall in the Valley of Mexico, Atmos. Res., 132, 411, 10.1016/j.atmosres.2013.07.001 Muga, 2008, Sustainability of wastewater treatment technologies, J. Environ. Manag., 88, 437, 10.1016/j.jenvman.2007.03.008 Muneepeerakul, 2010, Daily streamflow analysis based on a two-scaled gamma pulse model, Water Resour. Res., 46, 10.1029/2010WR009286 Müller, 2018, Dissemination of multi-resistant Gram-negative bacteria into German wastewater and surface waters, FEMS Microbiol. Ecol., 94, 10.1093/femsec/fiy057 Nedwell, 1999, Effect of low temperature on microbial growth: lowered affinity for substrates limits growth at low temperature, FEMS Microbiol. Ecol., 30, 101, 10.1111/j.1574-6941.1999.tb00639.x Othman, 2015, Assessment of microorganism pollution of Selangor River, Malaysia, Int. J. Adv. Agric. Environ. Eng., 1, 203 Ouattara, 2011, Faecal contamination of water and sediment in the rivers of the Scheldt drainage network, Environ. Monit. Assess., 183, 243, 10.1007/s10661-011-1918-9 Pall, 2013, Human impact on the microbiological water quality of the rivers, J. Med. Microbiol., 62, 1635, 10.1099/jmm.0.055749-0 Penna, 2011, The influence of soil moisture on threshold runoff generation processes in an alpine headwater catchment, Hydrol. Earth Syst. Sci., 15, 689, 10.5194/hess-15-689-2011 Price, 2004, Temperature dependence of metabolic rates for microbial growth, maintenance, and survival, Proc. Natl. Acad. Sci., 101, 4631, 10.1073/pnas.0400522101 Puri, 2009, Predicting the fate and transport of E. coli in two texas river basins using a spatially referenced regression model, JAWRA J. Am. Water Resour. Assoc., 45, 928, 10.1111/j.1752-1688.2009.00337.x Rahzia, 2012, The effectiveness of sewage treatment processes to remove faecal pathogens and antibiotic residues, J. Environ. Sci. Health A Tox. Hazard. Subst. Environ. Eng., 47, 289, 10.1080/10934529.2012.637432 Raymond, 2012, Scaling the gas transfer velocity and hydraulic geometry in streams and small rivers: gas transfer velocity and hydraulic geometry, Limnol. Oceanogr. Fluids Environ., 2, 41, 10.1215/21573689-1597669 Ritter, 2013, Performance evaluation of hydrological models: statistical significance for reducing subjectivity in goodness-of-fit assessments, J. Hydrol., 480, 33, 10.1016/j.jhydrol.2012.12.004 Sanders, 2013, Fecal coliform and E. coli concentrations in effluent-dominated streams of the Upper Santa Cruz watershed, Water, 5, 243, 10.3390/w5010243 Sikder, 2013, River water pollution in developed and developing countries: judge and assessment of physicochemical characteristics and selected dissolved metal concentration, Clean: Soil, Air, Water, 41, 60 Skeffington, 2015, Using high-frequency water quality data to assess sampling strategies for the EU Water Framework Directive, Hydrol. Earth Syst. Sci., 19, 2491, 10.5194/hess-19-2491-2015 Solo-Gabriele, 2000, Sources of Escherichia coli in a coastal subtropical environment, Appl. Environ. Microbiol., 66, 230, 10.1128/AEM.66.1.230-237.2000 Speight, 1965, Flow and channel characteristics of the Angabunga River, Papua, J. Hydrol., 3, 16, 10.1016/0022-1694(65)90064-8 Vilanova, 2002, The effect of a sewage treatment plant effluent on the faecal coliforms and enterococci populations of the reception river waters, J. Appl. Microbiol., 92, 210, 10.1046/j.1365-2672.2002.01508.x Weekers, 1993, Effects of grazing by the free-living soil amoebae Acanthamoeba castellanii, Acanthamoeba polyphaga, and Hartmannella vermiformis on various bacteria, Appl. Environ. Microbiol., 59, 2317, 10.1128/aem.59.7.2317-2319.1993 White, 2005, Sensitivity analysis, calibration, and validations for a multisite and multivariable swat model1, JAWRA J. Am. Water Resour. Assoc., 41, 1077, 10.1111/j.1752-1688.2005.tb03786.x Wisz, 2008, Effects of sample size on the performance of species distribution models, Divers. Distrib., 14, 763, 10.1111/j.1472-4642.2008.00482.x Woods, 1995, Investigating the representative elementary area concept: an approach based on field data, Hydrol. Process., 9, 291, 10.1002/hyp.3360090306 Zhang, 2013, Quantitative comparison of semi- and fully-distributed hydrologic models in simulating flood hydrographs on a mountain watershed in southwest China, J. Hydrodyn. Ser. B, 25, 877, 10.1016/S1001-6058(13)60436-9