Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?

The global outbreak of coronavirus infectious disease-2019 (COVID-19) draws attentions in the transport and spread of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in aerosols, wastewater, surface water and solid wastes. As pathogens eventually enter the subsurface system, e.g., soils...

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Autores:: Zhang, Wenjing
Chai, Juanfen
Li, Shuxin
Wang, Xinzi
Wu, Shengyu
Liang, Zhentian
Jat Baloch, Muhammad Yousuf
Silva Oliveira, Luis Felipe
Zhang, Dayi

Tipo de recurso:: Article of journal

Fecha de publicación:: 2022

Institución:: Corporación Universidad de la Costa

Repositorio:: REDICUC - Repositorio CUC

Idioma:: eng

id	RCUC2_2b15f2f12aefa7cfb8a2e0e1ecadbc1e
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network_acronym_str	RCUC2
network_name_str	REDICUC - Repositorio CUC
repository_id_str
dc.title.eng.fl_str_mv	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
title	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
spellingShingle	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not? Pathogens VirusesSARS-CoV-2 Subsurface system Migration
title_short	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
title_full	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
title_fullStr	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
title_full_unstemmed	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
title_sort	Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?
dc.creator.fl_str_mv	Zhang, Wenjing Chai, Juanfen Li, Shuxin Wang, Xinzi Wu, Shengyu Liang, Zhentian Jat Baloch, Muhammad Yousuf Silva Oliveira, Luis Felipe Zhang, Dayi
dc.contributor.author.spa.fl_str_mv	Zhang, Wenjing Chai, Juanfen Li, Shuxin Wang, Xinzi Wu, Shengyu Liang, Zhentian Jat Baloch, Muhammad Yousuf Silva Oliveira, Luis Felipe Zhang, Dayi
dc.subject.proposal.eng.fl_str_mv	Pathogens VirusesSARS-CoV-2 Subsurface system Migration
topic	Pathogens VirusesSARS-CoV-2 Subsurface system Migration
description	The global outbreak of coronavirus infectious disease-2019 (COVID-19) draws attentions in the transport and spread of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in aerosols, wastewater, surface water and solid wastes. As pathogens eventually enter the subsurface system, e.g., soils in the vadose zone and groundwater in the aquifers, they might survive for a prolonged period of time owing to the uniqueness of subsurface environment. In addition, pathogens can transport in groundwater and contaminate surrounding drinking water sources, possessing long-term and concealed risks to human society. This work critically reviews the influential factors of pathogen migration, unravelling the impacts of pathogenic characteristics, vadose zone physiochemical properties and hydrological variables on the migration of typical pathogens in subsurface system. An assessment algorithm and two rating/weighting schemes are proposed to evaluate the migration abilities and risks of pathogens in subsurface environment. As there is still no evidence about the presence and distribution of SARS-CoV-2 in the vadose zones and aquifers, this study also discusses the migration potential and behavior of SARS-CoV-2 viruses in subsurface environment, offering prospective clues and suggestions for its potential risks in drinking water and effective prevention and control from hydrogeological points of view.
publishDate	2022
dc.date.accessioned.none.fl_str_mv	2022-06-02T20:03:35Z
dc.date.available.none.fl_str_mv	2022-06-02T20:03:35Z
dc.date.issued.none.fl_str_mv	2022-01-01
dc.type.spa.fl_str_mv	Artículo de revista
dc.type.coar.fl_str_mv	http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coar.spa.fl_str_mv	http://purl.org/coar/resource_type/c_6501
dc.type.content.spa.fl_str_mv	Text
dc.type.driver.spa.fl_str_mv	info:eu-repo/semantics/article
dc.type.redcol.spa.fl_str_mv	http://purl.org/redcol/resource_type/ART
dc.type.version.spa.fl_str_mv	info:eu-repo/semantics/acceptedVersion
format	http://purl.org/coar/resource_type/c_6501
status_str	acceptedVersion
dc.identifier.citation.spa.fl_str_mv	Wenjing Zhang, Juanfen Chai, Shuxin Li, Xinzi Wang, Shengyu Wu, Zhentian Liang, Muhammad Yousuf Jat Baloch, Luis F.O. Silva, Dayi Zhang, Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: What we know or not?, Geoscience Frontiers, 2022, 101346, ISSN 1674-9871, https://doi.org/10.1016/j.gsf.2021.101346.
dc.identifier.issn.spa.fl_str_mv	1674-9871
dc.identifier.uri.spa.fl_str_mv	https://hdl.handle.net/11323/9210
dc.identifier.url.spa.fl_str_mv	https://doi.org/10.1016/j.gsf.2021.101346
dc.identifier.doi.spa.fl_str_mv	10.1016/j.gsf.2021.101346
dc.identifier.instname.spa.fl_str_mv	Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv	REDICUC - Repositorio CUC
dc.identifier.repourl.spa.fl_str_mv	https://repositorio.cuc.edu.co/
identifier_str_mv	Wenjing Zhang, Juanfen Chai, Shuxin Li, Xinzi Wang, Shengyu Wu, Zhentian Liang, Muhammad Yousuf Jat Baloch, Luis F.O. Silva, Dayi Zhang, Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: What we know or not?, Geoscience Frontiers, 2022, 101346, ISSN 1674-9871, https://doi.org/10.1016/j.gsf.2021.101346. 1674-9871 10.1016/j.gsf.2021.101346 Corporación Universidad de la Costa REDICUC - Repositorio CUC
url	https://hdl.handle.net/11323/9210 https://doi.org/10.1016/j.gsf.2021.101346 https://repositorio.cuc.edu.co/
dc.language.iso.none.fl_str_mv	eng
language	eng
dc.relation.ispartofjournal.spa.fl_str_mv	Geoscience Frontiers
dc.relation.references.spa.fl_str_mv	Abu-Lail and Camesano, 2003 N.I. Abu-Lail, T.A. Camesano Role of lipopolysaccharides in the adhesion, retention, and transport of Escherichia coli JM109 Environ. Sci. Technol., 37 (10) (2003), pp. 2173-2183 Abudalo et al., 2005 R.A. Abudalo, Y.G. Bogatsu, J.N. Ryan, R.W. Harvey, D.W. Metge, M. Elimelech Effect of ferric oxyhydroxide grain coatings on the transport of bacteriophage PRD1 and Cryptosporidium parvum oocysts in saturated porous media Environ. Sci. Technol., 39 (17) (2005), pp. 6412-6419 Ahimou et al., 2001F. Ahimou, M. Paquot, P. Jacques, P. Thonart, P.G. Rouxhet Influence of electrical properties on the evaluation of the surface hydrophobicity of Bacillus subtilis J. Microbiol. Methods, 45 (2) (2001), pp. 119-126 Ahmed et al., 2020 W. Ahmed, N. Angel, J. Edson, K. Bibby, J.F. Mueller First confirmed detection of SARS-CoV-2 in untreated wastewater in Australia: A proof of concept for the wastewater surveillance of COVID-19 in the community Sci. Total Environ., 728 (2020), Article 138764 Akbour et al., 2002 R.A. Akbour, J. Douch, M. Hamdani, P. Schmitz Transport of kaolinite colloids through quartz sand: Influence of humic acid, Ca2+, and trace metals J. Colloid Interface Sci., 253 (1) (2002), pp. 1-8 Alegbeleye and Sant’Ana, A.S., , 2020 O.O. Alegbeleye, Sant’Ana,, A.S., Manure-borne pathogens as an important source of water contamination: An update on the dynamics of pathogen survival/transport as well as practical risk mitigation strategies Int. J. Hyg. Environ. Health, 227 (2020), Article 113524 Alexis and de, Kerchove., Elimelech, M. , 2007 J. Alexis, de,, Kerchove.,, Elimelech,, M. Formation of Polysaccharide Gel Layers in the Presence of Ca2+ and K+ Ions: Measurements and Mechanisms Macromolecules, 8 (1) (2007), pp. 113-121 Alizadeh-Pasdar and Li-Chan, 2000 N. Alizadeh-Pasdar, E.C.Y. Li-Chan Comparison of Protein Surface Hydrophobicity Measured at Various pH Values Using Three Different Fluorescent Probes J. Agric. Food Chem., 48 (2) (2000), pp. 328-334 Allen et al., 2017 A.S. Allen, M.A. Borchardt, B.A. Kieke, K.E. Dunfield, B.L. Parker Virus occurrence in private and public wells in a fractured dolostone aquifer in Canada Hydrogeol. J., 25 (4) (2017), pp. 1117-1136 Aller et al., 1987 L. Aller, T. Bennett, J.H. Lehr, R.J. Petty, G. Hackett DRASTIC : A standardized system for evaluating groundwater pollution potential using hydrogeologics settings J. Geol. Soc. India, 29 (1) (1987) Anders and Chrysikopoulos, 2006 R. Anders, C.V. Chrysikopoulos Evaluation of the factors controlling the time-dependent inactivation rate coefficients of bacteriophage MS2 and PRD1 Environ. Sci. Technol., 40 (10) (2006), pp. 3237-3242 Ando and Tsuzuki, 1984 Y. Ando, T. Tsuzuki The role of surface charge in ionic germination of Clostridium perfringens spores J. Gen. Microbiol., 130 (2) (1984), pp. 267-273 Arcega-Cabrera et al., 2021 F. Arcega-Cabrera, J.O. Sickman, L. Fargher, J. Herrera-Silveira, D. Lucero, I. Oceguera-Vargas, E. Lamas-Cosio, P.A. Robledo-Ardila Groundwater Quality in the Yucatan Peninsula: Insights from Stable Isotope and Metals Analysis Groundwater, 59 (2021), pp. 878-891 Armanious et al., 2016 A. Armanious, M. Aeppli, R. Jacak, D. Refardt, T. Sigstam, T. Kohn, M. Sander Viruses at Solid-Water Interfaces: A Systematic Assessment of Interactions Driving Adsorption Environ. Sci. Technol., 50 (2) (2016), pp. 732-743 Aronino et al., 2009 R. Aronino, C. Dlugy, E. Arkhangelsky, S. Shandalov, G. Oron, A. Brenner, V. Gitis Removal of viruses from surface water and secondary effluents by sand filtration Water Res., 43 (1) (2009), pp. 87-96 Babich and Stotzky, 1980 H. Babich, G. Stotzky Reductions in inactivation rates of bacteriophages by clay minerals in lake wáter Water Res., 14 (2) (1980), pp. 185-187 Bai et al., 2016 H. Bai, N. Cochet, A. Pauss, E. Lamy Bacteria cell properties and grain size impact on bacteria transport and deposition in porous media Colloids Surf., B139 (2016), pp. 148-155 Baker et al., 2021 A.T. Baker, J.A. Davies, E.A. Bates, E. Moses, R.M. Mundy, G. Marlow, D.K. Cole, C.M. Bliss, P.J. Rizkallah, A.L. Parker The Fiber Knob Protein of Human Adenovirus Type 49 Mediates Highly Efficient and Promiscuous Infection of Cancer Cell Lines Using a Novel Cell Entry Mechanism J. Virol., 95 (4) (2021), pp. e01849-01820 Balboa et al., 2021 S. Balboa, M. Mauricio-Iglesias, S. Rodriguez, L. Martínez-Lamas, F.J. Vasallo, B. Regueiro, J.M. Lema The fate of SARS-COV-2 in WWTPS points out the sludge line as a suitable spot for detection of COVID-19 Sci. Total Environ., 772 (2021), Article 145268 Bales et al., 1991 R.C. Bales, S.R. Hinkle, T.W. Kroeger, K. Stocking, C.P. Gerba Bacteriophage adsorption during transport through porous media: chemical perturbations and reversibility Environ. Sci. Technol., 25 (12) (1991), pp. 2088-2095 Balkwill and Ghiorse, 1985 D.L. Balkwill, W.C. Ghiorse Characterization of subsurface bacteria associated with two shallow aquifers in oklahoma Appl. Environ. Microbiol., 50 (3) (1985), pp. 580-588 Baltus et al., 2017 R.E. Baltus, A.R. Badireddy, A. Delavari, S. Chellam Free Diffusivity of Icosahedral and Tailed Bacteriophages: Experiments, Modeling, and Implications for Virus Behavior in Media Filtration and Flocculation Environ. Sci. Technol., 51 (3) (2017), pp. 1433-1440 Barbulescu, 2020 A. Barbulescu Assessing Groundwater Vulnerability: DRASTIC and DRASTIC-Like Methods: A Review Water, 12 (5) (2020), p. 1356 Baygents et al., 1998 J.C. Baygents, J.R. Glynn, O. Albinger, B.K. Biesemeyer, K.L. Ogden, R.G. Arnold Variation of Surface Charge Density in Monoclonal Bacterial Populations: Implications for Transport through Porous Media Environ. Sci. Technol., 32 (11) (1998), pp. 1596-1603 Bellamy et al., 1985 W.D. Bellamy, D.W. Hendricks, G.S. Logsdon Slow Sand Filtration: Influences of Selected Process Variables J. - Am. Water Works Assoc., 77 (12) (1985), pp. 62-66 Bellou et al., 2015 M.I. Bellou, V.I. Syngouna, M.A. Tselepi, P.A. Kokldnos, S.C. Paparrodopoulos, A. Vantarakis, C.V. Chrysikopoulos Interaction of human adenoviruses and coliphages with kaolinite and bentonite Sci. Total Environ., 517 (2015), pp. 86-95 Bidhuri et al., 2018 S. Bidhuri, M. Taqi, M.M.A. Khan Water-borne disease: Link between human health and water use in the Mithepur and Jaitpur area of the NCT of Delhi Journal of Public Health-Heidelberg, 26 (1) (2018), pp. 119-126 Blanco et al., 2019 A. Blanco, I. Abid, N. Al-Otaibi, F.J. Perez-Rodriguez, C. Fuentes, S. Guix, R.M. Pinto, A. Bosch Glass Wool Concentration Optimization for the Detection of Enveloped and Non-enveloped Waterborne Viruses Food Environ. Virol., 11 (2) (2019), pp. 184-192 Borchardt et al., 2011 M.A. Borchardt, K.R. Bradbury, E.C. Alexander Jr., R.J. Kolberg, S.C. Alexander, J.R. Archer, L.A. Braatz, B.M. Forest, J.A. Green, S.K. Spencer Norovirus Outbreak Caused by a New Septic System in a Dolomite Aquifer Groundwater, 49 (1) (2011), pp. 85-97 Bradford et al., 2013 S.A. Bradford, V.L. Morales, W. Zhang, R.W. Harvey, A.I. Packman, A. Mohanram, C. Welty Transport and Fate of Microbial Pathogens in Agricultural Settings Crit. Rev. Env. Sci. Technol., 43 (8) (2013), pp. 775-893 Bradford et al., 2006a S.A. Bradford, J. Simunek, S.L. Walker Transport and straining of E. coli O157:H7 in saturated porous media Bradford et al., 2006b S.A. Bradford, Y.F. Tadassa, Y. Jin Transport of Coliphage in the Presence and Absence of Manure Suspension J. Environ. Qual., 35 (5) (2006), pp. 1692-1701 Bradford et al., 2011 S.A. Bradford, S. Torkzaban, A. Wiegmann Pore-Scale Simulations to Determine the Applied Hydrodynamic Torque and Colloid Immobilization Vadose Zone J., 10 (1) (2011), pp. 252-261 Buckerfield et al., 2020 S.J. Buckerfield, R.S. Quilliam, L. Bussiere, S. Waldron, L.A. Naylor, S. Li, D.M. Oliver Chronic urban hotspots and agricultural drainage drive microbial pollution of karst water resources in rural developing regions Sci. Total Environ., 744 (2020), Article 140898 Buckerfield et al., 2019 S.J. Buckerfield, R.S. Quilliam, S. Waldron, L.A. Naylor, S. Li, D.M. Oliver Rainfall-driven E. coli transfer to the stream-conduit network observed through increasing spatial scales in mixed land-use paddy farming karst terrain Water Res., X 5 (2019), Article 100038 Cai et al., 2013 P. Cai, Q. Huang, S.L. Walker Deposition and Survival of Escherichia coli O157:H7 on Clay Minerals in a Parallel Plate Flow System Environ. Sci. Technol., 47 (4) (2013), pp. 1896-1903 View PDF Cao et al., 2010 H. Cao, F.T.C. Tsai, K.A. Rusch Salinity and Soluble Organic Matter on Virus Sorption in Sand and Soil Columns Groundwater, 48 (1) (2010), pp. 42-52 Carrascosa and Kellenberger, 1978 J.L. Carrascosa, E. Kellenberger Head maturation pathway of bacteriophages T4 and T2. III. Isolation and characterization of particles produced by mutants in gene 17 J. Virol., 25 (3) (1978), pp. 831-844 Castro and Tufenkji, 2007 F.D. Castro, N. Tufenkji Relevance of Nontoxigenic Strains as Surrogates for Escherichia coli O157:H7 in Groundwater Contamination Potential: Role of Temperature and Cell Acclimation Time Environ. Sci. Technol., 41 (12) (2007), pp. 4332-4338 Chen and Walker, 2007 G. Chen, S.L. Walker Role of Solution Chemistry and Ion Valence on the Adhesion Kinetics of Groundwater and Marine Bacteria Langmuir, 23 (13) (2007), pp. 7162-7169 Cheng et al., 2012 H. Cheng, E. Hu, Y. Hu Impact of mineral micropores on transport and fate of organic contaminants: A review J. Contam. Hydrol., 129–130 (2012), pp. 80-90 Cheng et al., 2005 P.K.C. Cheng, D.K.K. Wong, T.W.H. Chung, W.W.L. Lim Norovirus contamination found in oysters worldwide J. Med. Virol., 76 (4) (2005), pp. 593-597 Chrysikopoulos and Aravantinou, 2014 C.V. Chrysikopoulos, A.F. Aravantinou Virus attachment onto quartz sand: Role of grain size and temperature J. Environ. Chem. Eng., 2 (2) (2014), pp. 796-801 Chrysikopoulos and Syngouna, 2012 C.V. Chrysikopoulos, V.I. Syngouna Attachment of bacteriophages MS2 and ΦX174 onto kaolinite and montmorillonite: extended-DLVO interactions Colloids Surf B Biointerfaces, 92 (2012), pp. 74-83 Chrysikopoulos et al., 2010 C.V. Chrysikopoulos, C. Masciopinto, R. La Mantia, I.D. Manariotis Removal of Biocolloids Suspended in Reclaimed Wastewater by Injection into a Fractured Aquifer Model Environ. Sci. Technol., 44 (3) (2010), pp. 971-977 Chu et al., 2001 Y. Chu, Y. Jin, M. Flury, M.V. Yates Mechanisms of virus removal during transport in unsaturated porous media Water Resour. Res., 37 (2) (2001), pp. 253-263 Collins et al., 2006 K.E. Collins, A.A. Cronin, J. Rueedi, S. Pedley, E. Joyce, P.J. Humble, J.H. Tellam Fate and transport of bacteriophage in UK aquifers as surrogates for pathogenic viruses Eng. Geol., 85 (1–2) (2006), pp. 33-38 Corapcioglu et al., 2006 M. Corapcioglu, J. Vogel, C. Munster, S. Pillai, S. Dowd, S. Wang Virus transport experiments in a sandy aquifer Water Air Soil Pollut., 169 (1–4) (2006), pp. 47-65 Cronin et al., 2003 A.A. Cronin, R.G. Taylor, K.L. Powell, M.H. Barrett, S.A. Trowsdale, D.N. Lerner Temporal variations in the depth-specific hydrochemistry and sewage-related microbiology of an urban sandstone aquifer, Nottingham United Kingdom. Hydrogeol. J., 11 (2) (2003), pp. 205-216 Cui et al., 2015 L. Cui, P.Y. Chen, B.F. Zhang, D.Y. Zhang, J.Y. Li, F.L. Martin, K.S. Zhang Interrogating chemical variation via layer-by-layer SERS during biofouling and cleaning of nanofiltration membranes with further investigations into cleaning efficiency Water Res., 87 (2015), pp. 282-291 Dang and Tarabara, 2021 H.T.T. Dang, V.V. Tarabara Attachment of human adenovirus onto household paints Colloids Surf. B, 204 (2021), p. 111812 da Silva et al., 2011 A.K. da Silva, O.V. Kavanagh, M.K. Estes, M. Elimelech Adsorption and Aggregation Properties of Norovirus GI and GII Virus-like Particles Demonstrate Differing Responses to Solution Chemistry Environ. Sci. Technol., 45 (2) (2011), pp. 520-526 Deblois and Wesley, 1977 R.W. Deblois, R.K. Wesley Sizes and concentrations of several type C oncornaviruses and bacteriophage T2 by the resistive-pulse technique J. Virol., 23 (2) (1977), pp. 227-233 Degrève et al., 2012 L. Degrève, C.A. Fuzo, A. Caliri Extensive structural change of the envelope protein of dengue virus induced by a tuned ionic strength: conformational and energetic analyses J. Comput. Aided Mol. Des., 26 (12) (2012), pp. 1311-1325 Dieter and Maupin, 2017 C.A. Dieter, M.A. Maupin Public Supply and Domestic Water Use in the United States, 2015, No. 2017-1131, US Geological Survey (2017) Dika et al., 2015 C. Dika, J.F.L. Duval, G. Francius, A. Perrin, C. Gantzer Isoelectric point is an inadequate descriptor of MS2, Phi X 174 and PRD1 phages adhesion on abiotic surfaces J. Colloid Interface Sci., 446 (2015), pp. 327-334 Dika et al., 2013 C. Dika, M.H. Ly-Chatain, G. Francius, J.F.L. Duval, C. Gantzer Non-DLVO adhesion of F-specific RNA bacteriophages to abiotic surfaces: Importance of surface roughness, hydrophobic and electrostatic interactions. Colloids Surf A, 435 (2013), pp. 178-187 Dion et al., 2020 M.B. Dion, F. Oechslin, S. Moineau Phage diversity, genomics and phylogeny Nat. Rev. Microbiol., 18 (3) (2020), pp. 125-138 Dong et al., 2014 Z. Dong, H.Y. Yang, D. Wu, J.R. Ni, H. Kim, M.P. Tong Influence of silicate on the transport of bacteria in quartz sand and iron mineral-coated sand Colloids Surf. B, 123 (2014), pp. 995-1002 Dowd and Pillai, 1997 S.E. Dowd, S.D. Pillai Survival and transport of selected bacterial pathogens and indicator viruses under sandy aquifer conditions J. Environ. Sci. Health., Part A, 32 (8) (1997), pp. 2245-2258 Dowd et al., 1998 S.E. Dowd, S.D. Pillai, S. Wang, M.Y. Corapcioglu Delineating the specific influence of virus isoelectric point and size on virus adsorption and transport through sandy soils Appl. Environ. Microbiol., 64 (2) (1998), pp. 405-410 Du et al., 2020 B. Du, Y. Gu, G. Chen, G. Wang, L. Liu Flagellar motility mediates early-stage biofilm formation in oligotrophic aquatic environment Ecotoxicol. Environ. Saf., 194 (2020), Article 110340 Farkas et al., 2015 K. Farkas, A. Varsani, L. Pang Adsorption of Rotavirus, MS2 Bacteriophage and Surface-Modified Silica Nanoparticles to Hydrophobic Matter Food Environ. Virol., 7 (3) (2015), pp. 261-268 Feldner et al., 1983 J. Feldner, W. Bredt, I. Kahane Influence of cell shape and surface charge on attachment of Mycoplasma pneumoniae to glass surfaces J. Bacteriol., 153 (1) (1983), pp. 1-5 Feng et al., 2019 H.R. Feng, Y.F. Ruan, R.B. Wu, H.Y. Zhang, P.K.S. Lam Occurrence of disinfection by-products in sewage treatment plants and the marine environment in Hong Kong Ecotoxicol. Environ. Saf., 181 (2019), pp. 404-411 Fernando et al., 1991 G. Fernando, P. Hernández, J. Burgos, B. Sanz, J. Ordóňez Extracellular proteinase from Enterococcus faecalis subsp. liquefaciens. II. Partial purification and some technological important properties Folia Microbiologica, 36 (5) (1991), pp. 429-436 Flint et al., 2004 S.J. Flint, L. Enquist, V. Racaniello, A. Skalka Principles of virology: molecular biology, pathogenesis, and control of animal viruses (Second Edition), AMS Press (2004) Flury and Aramrak, 2017 M. Flury, S. Aramrak Role of air-water interfaces in colloid transport in porous media: A review Water Resour. Res., 53 (7) (2017), pp. 5247-5275 Fong et al., 2007 T.-T. Fong, L.S. Mansfield, D.L. Wilson, D.J. Schwab, S.L. Molloy, J.B. Rose Massive microbiological groundwater contamination associated with a waterborne outbreak in Lake Erie, South Bass Island Ohio. Environ. Health Perspect., 115 (6) (2007), pp. 856-864 Foppen et al., 2008 J.W. Foppen, Y. Liem, J. Schijven Effect of humic acid on the attachment of Escherichia coli in columns of goethite-coated sand Water Res., 42 (1) (2008), pp. 211-219 Foppen et al., 2006 J.W.A. Foppen, S. Okletey, J.F. Schijven Effect of goethite coating and humic acid on the transport of bacteriophage PRD1 in columns of saturated sand J. Contam. Hydrol., 85 (3) (2006), pp. 287-301 Foster and Chilton, 2004 S.S.D. Foster, P.J. Chilton Downstream of downtown: urban wastewater as groundwater recharge Hydrogeol. J., 12 (1) (2004), pp. 115-120 Fout et al., 2017 G.S. Fout, M.A. Borchardt, B.A. Kieke, M.R. Karim Human virus and microbial indicator occurrence in public-supply groundwater systems: meta-analysis of 12 international studies Hydrogeol. J., 25 (4) (2017), pp. 903-919 Fouz et al., 2020 N. Fouz, K.N.A. Pangesti, M. Yasir, A.L. Al-Malki, E.I. Azhar, G.A. Hill-Cawthorne, M. Abd El Ghany The Contribution of Wastewater to the Transmission of Antimicrobial Resistance in the Environment: Implications of Mass Gathering Settings Trop Med Infect Dis., 5 (1) (2020), p. 33 Fumian et al., 2010 T.M. Fumian, J.P.G. Leite, A.A. Castello, A. Gaggero, M.S.L.D. Caillou, M.P. Miagostovich Detection of rotavirus A in sewage samples using multiplex qPCR and an evaluation of the ultracentrifugation and adsorption-elution methods for virus concentration J. Virol. Methods, 170 (1) (2010), pp. 42-46 Gallardo-Moreno et al., 2003 A.M. Gallardo-Moreno, M.L. González-Martín, J.M. Bruque, C. Pérez-Giraldo, R. Sánchez-Silos, A.C. Gómez-García Influence of the growth medium, suspending liquid and measurement temperature on the physico-chemical surface properties of two enterococci strains J. Adhes. Sci. Technol., 17 (14) (2003), pp. 1877-1887 Gargiulo et al., 2008 G. Gargiulo, S.A. Bradford, J. Simunek, P. Ustohal, H. Vereecken, E. Klumpp Bacteria Transport and Deposition under Unsaturated Flow Conditions: The Role of Water Content and Bacteria Surface Hydrophobicity Vadose Zone J., 7 (2) (2008), pp. 406-419 Gasteiger et al., 2003 E. Gasteiger, A. Gattiker, C. Hoogland, I. Ivanyi, R.D. Appel, A. Bairoch ExPASy: the proteomics server for in-depth protein knowledge and analysis Nucleic Acids Res., 31 (13) (2003), pp. 3784-3788 Gerba et al., 2017 C.P. Gerba, W.Q. Betancourt, M. Kitajima How much reduction of virus is needed for recycled water: A continuous changing need for assessment? Water Res., 108 (2017), pp. 25-31 Ghanem et al., 2016 N. Ghanem, B. Kiesel, R. Kallies, H. Harms, A. Chatzinotas, L.Y. Wick Marine Phages As Tracers: Effects of Size, Morphology, and Physico-Chemical Surface Properties on Transport in a Porous Medium Environ. Sci. Technol., 50 (23) (2016), pp. 12816-12824 Gharabaghi et al., 2015 B. Gharabaghi, A. Safadoust, A.A. Mahboubi, M.R. Mosaddeghi, A. Unc, B. Ahrens, G. Sayyad Temperature effect on the transport of bromide and E. coli NAR in saturated soils J. Hydrol., 522 (2015), pp. 418-427 Gilbert et al., 1991 P. Gilbert, D.J. Evans, E. Evans, I.G. Duguid, M.R. Brown Surface characteristics and adhesion of Escherichia coli and Staphylococcus epidermidis J. Appl. Bacteriol., 71 (1) (1991), pp. 72-77 Gitis et al., 2002 V. Gitis, A. Adin, A. Nasser, J. Gun, O. Lev Fluorescent dye labeled bacteriophages–a new tracer for the investigation of viral transport in porous media: 1 Introduction and characterization. Water Research, 36 (17) (2002), pp. 4227-4234 Gomez-Suarez et al., 2001 C. Gomez-Suarez, H.J. Busscher, vander, Mei,, H.C. Analysis of Bacterial Detachment from Substratum Surfaces by the Passage of Air-Liquid Interfaces Appl. Environ. Microbiol., 67 (6) (2001), pp. 2531-2537 Gordesli and Abu-Lail, 2012 F.P. Gordesli, N.I. Abu-Lail Combined Poisson and soft-particle DLVO analysis of the specific and nonspecific adhesion forces measured between L. monocytogenes grown at various temperatures and silicon nitride Environ. Sci. Technol., 46 (18) (2012), pp. 10089-10098 Graciaa et al., 1995 A. Graciaa, G. Morel, P. Saulner, J. Lachaise, R. Schechter The ζ-potential of gas bubbles J. Colloid Interface Sci., 172 (1) (1995), pp. 131-136 Gunawardhana et al., 2009 L. Gunawardhana, K. So, S. Masaki Seasonal Change of Groundwater Flow and its Effect on Temperature Distribution in Sendai Plain Advances in Water Resources and Hydraulic Engineering, 1 (6) (2009), pp. 193-198 Gundy et al., 2009 P.M. Gundy, C.P. Gerba, I.L. Pepper Survival of Coronaviruses in Water and Wastewater Food Environ. Virol., 1 (1) (2009), pp. 10-14 Han et al., 2006 J. Han, Y. Jin, C.S. Willson Virus retention and transport in chemically heterogeneous porous media under saturated and unsaturated flow conditions Environ. Sci. Technol., 40 (5) (2006), pp. 1547-1555 Haramoto et al., 2005 E. Haramoto, H. Katayama, K. Oguma, S. Ohgaki Application of cation-coated filter method to detection of noroviruses, enteroviruses, adenoviruses, and torque teno viruses in the Tamagawa River in Japan Appl. Environ. Microbiol., 71 (5) (2005), pp. 2403-2411 Haveman, 2002 S. Haveman Distribution of culturable microorganisms in Fennoscandian Shield groundwater FEMS Microbiol. Ecol., 39 (2) (2002), pp. 129-137 Haznedaroglu et al., 2010 B.Z. Haznedaroglu, O. Zorlu, J.E. Hill, S.L. Walker Identifying the Role of Flagella in the Transport of Motile and NonmotileSalmonella entericaSerovars Environ. Sci. Technol., 44 (11) (2010), pp. 4184-4190 He et al., 2014 Q. He, Q.-Q. Wu, H.-F. Ma, Z.-M. Zhou, B.-L. Yuan Effects of algae and kaolinite particles on the survival of bacteriophage MS2 Environ. Sci., 35 (8) (2014), pp. 3192-3197 Hellmér et al., 2014 M. Hellmér, N. Paxéus, L. Magnius, L. Enache, B. Arnholm, A. Johansson, T. Bergström, H. Norder Detection of Pathogenic Viruses in Sewage Provided Early Warnings of Hepatitis A Virus and Norovirus Outbreaks Appl. Environ. Microbiol., 80 (21) (2014), pp. 6771-6781 Henderson, 1997 I. Henderson Antigen 43, a phase-variable bipartite outer membrane protein, determines colony morphology and autoaggregation in Escherichia coli K-12., 149 (1) (1997), pp. 115-120 Hynds et al., 2014 P.D. Hynds, M.K. Thomas, K.D.M. Pintar Contamination of Groundwater Systems in the US and Canada by Enteric Pathogens, 1990–2013: A Review and Pooled-Analysis PLoS ONE, 9 (5) (2014), Article e93301 Jacobs et al., 2007 A. Jacobs, F. Lafolie, J.M. Herry, M. Debroux Kinetic adhesion of bacterial cells to sand: Cell surface properties and adhesion rate Colloids Surf. B, 59 (1) (2007), pp. 35-45 Jiang and Bai, 2018 S.C. Jiang, B. Bai Influence of particle shape on the suspended particle transport and deposition in porous media Rock Soil Mech., 39 (6) (2018), pp. 2043-2051 Jimenez-Zaragoza et al., 2018 M. Jimenez-Zaragoza, M.P.L. Yubero, E. Martin-Forero, J.R. Caston, D. Reguera, D. Luque, P.J. de Pablo, J.M. Rodriguez Biophysical properties of single rotavirus particles account for the functions of protein shells in a multilayered virus., eLife 7 (2018), Article e37295 Jin and Flury, 2002 Y. Jin, M. Flury Fate and transport of viruses in porous media Adv. Adgron., 77 (2002), pp. 39-102 Jin et al., 2000 Y. Jin, E. Pratt, M.V. Yates Effect of Mineral Colloids on Virus Transport through Saturated Sand Columns J. Environ. Qual., 29 (2) (2000), pp. 532-539 Kamezawa et al., 1997 Y. Kamezawa, T. Nakahara, S. Nakano, Y. Abe, T. Isono Streptococcal mitogenic exotoxin Z, a novel acidic superantigenic toxin produced by a T1 strain of Streptococcus pyogenes Infect. Immun., 65 (9) (1997), pp. 3828-3833 Kampf et al., 2020 G. Kampf, D. Todt, S. Pfaender, E. Steinmann Persistence of coronaviruses on inanimate surfaces and their inactivation with biocidal agents J. Hosp. Infect., 104 (3) (2020), pp. 246-251 Kamrani et al., 2018 S. Kamrani, M. Rezaei, M. Kord, M. Baalousha Transport and retention of carbon dots (CDs) in saturated and unsaturated porous media: Role of ionic strength, pH, and collector grain size Water Res., 133 (2018), pp. 338-347 Kang et al., 2006 Z.-H. Kang, L. Wang, G.-H. Zheng, Q. Zhou Capability of Cu2+ adsorption on cell surface of Pseudomonas putida 5–x Environ. Sci., 27 (5) (2006), pp. 965-971 Kar et al., 2010 S. Kar, J.P. Maity, J.-S. Jean, C.-C. Liu, B. Nath, H.-J. Yang, J. Bundschuh Arsenic-enriched aquifers: Occurrences and mobilization of arsenic in groundwater of Ganges Delta Plain, Barasat, West Bengal India. Appl. Geochem., 25 (12) (2010), pp. 1805-1814 Katzourakis and Chrysikopoulos, 2014 V.E. Katzourakis, C.V. Chrysikopoulos Mathematical modeling of colloid and virus cotransport in porous media: Application to experimental data Adv. Water Resour., 68 (2014), pp. 62-73 Ke et al., 2020 Z.L. Ke, J.Q. Oton, K. Qu, M. Cortese, V. Zila, L. McKeane, T. Nakane, J. Zivanov, C.J. Neufeldt, B. Cerikan, J.M. Lu, J. Peukes, X.L. Xiong, H.G. Krausslich, S.H.W. Scheres, R. Bartenschlager, J.A.G. Briggs Structures and distributions of SARS-CoV-2 spike proteins on intact virions Nature, 588 (7838) (2020), pp. 498-502 Kim et al., 2009 H.N. Kim, S.A. Bradford, S.L. Walker Escherichia coli O157:H7 Transport in Saturated Porous Media: Role of Solution Chemistry and Surface Macromolecules Environ. Sci. Technol., 43 (12) (2009), pp. 4340-4347 Kim and Walker, 2009 H.N. Kim, S.L. Walker Escherichia coli transport in porous media: Influence of cell strain, solution chemistry, and temperature Colloids Surf. B, 71 (1) (2009), pp. 160-167 Kim et al., 2008 M.-K. Kim, S.-B. Kim, S.-J. Park Bacteria transport in an unsaturated porous media: incorporation of air-water interface area model into transport modelling Hydrol. Process., 22 (13) (2008), pp. 2370-2376 Klemm et al., 2003 P. Klemm, L. Hjerrild, M. Gjermansen, M.A. Schembri Structure-function analysis of the self-recognizing Antigen 43 autotransporter protein from Escherichia coli Mol. Microbiol., 51 (1) (2003), pp. 283-296 Ko and Elimelech, 2000 C.H. Ko, M. Elimelech The 'shadow effect' in colloid transport and deposition dynamics in granular porous media: Measurements and mechanisms Environ. Sci. Technol., 34 (17) (2000), pp. 3681-3689 Kokkinos et al., 2015 P. Kokkinos, V.I. Syngouna, M.A. Tselepi, M. Bellou, C.V. Chrysikopoulos, A. Vantarakis Transport of Human Adenoviruses in Water Saturated Laboratory Columns Food Environ. Virol., 7 (2) (2015), pp. 122-131 Kortelainen and Karhu, 2009 N.M. Kortelainen, J.A. Karhu Geochemical and isotopic evolution of high-pH groundwater in a carbonate-bearing glacigenic aquifer SW Finland. Hydrol. Res., 40 (1) (2009), pp. 19-31 Krishna Darbha et al., 2012 G. Krishna Darbha, C. Fischer, A. Michler, J. Luetzenkirchen, Schäfer,, T.,, Heberling,, F.,, Schild,, D. Deposition of latex colloids at rough mineral surfaces: An analogue study using nanopatterned surfaces Langmuir, 28 (16) (2012), pp. 6606-6617 Kumar et al., 2020 M. Kumar, A.K. Thakur, P. Mazumder, K. Kuroda, S. Mohapatra, J. Rinklebe, A. Ramanathan, Z. Cetecioglu, S. Jain, V.K. Tyagi, P. Gikas, S. Chakraborty, M. Tahmidul Islam, A. Ahmad, A.V. Shah, A.K. Patel, T. Watanabe, M. Vithanage, K. Bibby, M. Kitajima, P. Bhattacharya Frontier review on the propensity and repercussion of SARS-CoV-2 migration to aquatic environment J. Hazard. Mater. Lett., 1 (2020), Article 100001 Kvitsand and Fiksdal, 2010 H.M.L. Kvitsand, L. Fiksdal Waterborne disease in Norway: emphasizing outbreaks in groundwater systems Water Sci. Technol., 61 (3) (2010), pp. 563-571 La Rosa et al., 2020 G. La Rosa, M. Iaconelli, P. Mancini, G. Bonanno Ferraro, C. Veneri, L. Bonadonna, L. Lucentini, E. Suffredini First detection of SARS-CoV-2 in untreated wastewaters in Italy Sci. Total Environ., 736 (2020), Article 139652 Langlet et al., 2008 J. Langlet, F. Gaboriaud, C. Gantzer, J.F.L. Duval Impact of chemical and structural anisotropy on the electrophoretic mobility of spherical soft multilayer particles: The case of bacteriophage MS2 Biophys. J ., 94 (8) (2008), pp. 3293-3312 Lee et al., 2011 H. Lee, M. Kim, J.E. Lee, M. Lim, M. Kim, J.-M. Kim, W.-H. Jheong, J. Kim, G. Ko Investigation of norovirus occurrence in groundwater in metropolitan Seoul Korea. Sci. Total Environ., 409 (11) (2011), pp. 2078-2084 Li et al., 2021 P.Y. Li, L. Li, K.X. Yang, T.L. Zheng, J.X. Liu, Y.J. Wang Characteristics of microbial aerosol particles dispersed downwind from rural sanitation facilities: Size distribution, source tracking and exposure risk Environ. Res., 195 (2021), Article 110798 Li, 2018 Li, S., 2018, Study on environmental behavior characteristics of viruses in vadose zone, Jilin University, Master Thesis. (in Chinese with English abstract). Li et al., 2020 T.T. Li, C.Y. Shen, S. Wu, C. Jin, S.A. Bradford Synergies of surface roughness and hydration on colloid detachment in saturated porous media: Column and atomic force microscopy studies Water Res., 183 (2020), Article 116068 Liu et al., 2020 G.S. Liu, Z.D. Fang, H. Zhong, L.S. Shi, X. Yang, Z.F. Liu Transport of Pseudomonas aeruginosa in Porous Media Mediated by Low-Concentration Surfactants: The Critical Role of Surfactant to Change Cell Surface Hydrophobicity. Water Resour Res., 56 (2) (2020), Article e2019WR026103 Liu et al., 2021a L.L. Liu, J.Y. Hu, Y.X. Hou, Z. Tao, Z.H. Chen, K. Chen Pit latrines may be a potential risk in rural China and low-income countries when dealing with COVID-19 Sci. Total Environ., 761 (2021), Article 143283 Liu et al., 2010 Q. Liu, V. Lazouskaya, Q.X. He, Y. Jin Effect of Particle Shape on Colloid Retention and Release in Saturated Porous Media J. Environ. Qual., 39 (2) (2010), pp. 500-508 Liu et al., 2007 Y. Liu, C.-H. Yang, J. Li Influence of Extracellular Polymeric Substances onPseudomonas aeruginosaTransport and Deposition Profiles in Porous Media Environ. Sci. Technol., 41 (1) (2007), pp. 198-205 Liu et al., 2021b Y.N. Liu, Z.T. Lv, S.Y. Yang, X.W. Liu Optical Tracking of the Interfacial Dynamics of Single SARS-CoV-2 Pseudoviruses Environ. Sci. Technol., 55 (7) (2021), pp. 4115-4122 Lu Ting, 2012 X.Q. Lu Ting Influence of alkaline environment on the hydrophobicity of starved Enterococcus faecalis J. South. Med. Univ., 32 (4) (2012), pp. 681-684 Luo et al., 2020 X. Luo, X.Y. Xiang, Y.H. Yang, G.Y. Huang, K.D. Fu, R.X. Che, L.Q. Chen Seasonal effects of river flow on microbial community coalescence and diversity in a riverine network FEMS Microbiol. Ecol., 96 (8) (2020), p. fiaa132 Lutterodt et al., 2009 G. Lutterodt, M. Basnet, J.W.A. Foppen, S. Uhlenbrook The effect of surface characteristics on the transport of multiple Escherichia coli isolates in large scale columns of quartz sand Water Res., 43 (3) (2009), pp. 595-604 Lv et al., 2016 X.Y. Lv, B. Gao, Y.Y. Sun, S.N. Dong, J.C. Wu, B.L. Jiang, X.Q. Shi Effects of grain size and structural heterogeneity on the transport and retention of nano-TiO2 in saturated porous media Sci. Total Environ., 563 (2016), pp. 987-995 Lytle et al., 1999 D.A. Lytle, E.W. Rice, C.H. Johnson, K.R. Fox Electrophoretic Mobilities of Escherichia coli O157:H7 and Wild-Type Escherichia coli Strains Appl. Environ. Microbiol., 65 (7) (1999), pp. 3222-3225 Ma et al., 2020 H. Ma, C. Bolster, W.P. Johnson, K. Li, E. Pazmino, K.M. Camacho, A.C. Anselmo, S. Mitragotri Coupled influences of particle shape, surface property and flow hydrodynamics on rod-shaped colloid transport in porous media J. Colloid Interface Sci., 577 (2020), pp. 471-480 Makowska et al., 2021 N. Makowska, K. Bresa, R. Koczura, A. Philips, K. Nowis, J. Mokracka Urban wastewater as a conduit for pathogenic Gram-positive bacteria and genes encoding resistance to beta-lactams and glycopeptides Sci. Total Environ., 765 (2021), Article 144176 Marinova et al., 1996 K. Marinova, R. Alargova, N. Denkov, O. Velev, D. Petsev, I. Ivanov, R. Borwankar Charging of oil-water interfaces due to spontaneous adsorption of hydroxyl ions Langmuir, 12 (8) (1996), pp. 2045-2051 McCarthy and McKay, 2004 J.F. McCarthy, L.D. McKay Colloid transport in the subsurface: Past, present, and future challenges Vadose Zone J., 3 (2) (2004), pp. 326-337 McClaine and Ford, 2002 J.W. McClaine, R.M. Ford Characterizing the adhesion of motile and nonmotileEscherichia coli to a glass surface using a parallel-plate flow chamber Biotechnol. Bioeng., 78 (2) (2002), pp. 179-189 Meinders et al., 1994 J.M. Meinders, H.C. van der Mei, H.J. Busscher Physicochemical Aspects of Deposition of Streptococcus thermophilus B to Hydrophobic and Hydrophilic Substrata in a Parallel Plate Flow Chamber J. Colloid Interface Sci., 164 (2) (1994), pp. 355-363 Miao et al., 2015 R. Miao, L. Wang, N. Mi, Z. Gao, T. Liu, Y. Lv, X. Wang, X. Meng, Y. Yang Enhancement and Mitigation Mechanisms of Protein Fouling of Ultrafiltration Membranes under Different Ionic Strengths Environ. Sci. Technol., 49 (11) (2015), pp. 6574-6580 K. Millsap, G. Reid, H.C. van der Mei, H.J. Busscher Displacement of Enterococcus faecalis from hydrophobic and hydrophilic substrata by Lactobacillus and Streptococcus spp. as studied in a parallel plate flow chamber Appl. Environ. Microbiol., 60 (6) (1994), pp. 1867-1874 Mohanty and Boehm, 2014 S.K. Mohanty, A.B. Boehm Escherichia coli Removal in Biochar-Augmented Biofilter: Effect of Infiltration Rate, Initial Bacterial Concentration, Biochar Particle Size, and Presence of Compost Environ. Sci. Technol., 48 (19) (2014), pp. 11535-11542 Mohanty et al., 2014 S.K. Mohanty, K.B. Cantrell, K.L. Nelson, A.B. Boehm Efficacy of biochar to remove Escherichia coli from stormwater under steady and intermittent flow Water Res., 61 (2014), pp. 288-296 Morales et al., 2015 I. Morales, J.A. Amador, T. Boving Bacteria Transport in a Soil-Based Wastewater Treatment System under Simulated Operational and Climate Change Conditions J. Environ. Qual., 44 (5) (2015), pp. 1459-1472 Morales et al., 2009 V.L. Morales, B. Gao, T.S. Steenhuis Grain Surface-Roughness Effects on Colloidal Retention in the Vadose Zone Vadose Zone J., 8 (1) (2009), pp. 11-20 Morse et al., 2012 S.S. Morse, J.A.K. Mazet, M. Woolhouse, C.R. Parrish, D. Carroll, W.B. Karesh, C. Zambrana-Torrelio, W.I. Lipkin, P. Daszak Zoonoses 3 Prediction and prevention of the next pandemic zoonosis Lancet, 380 (9857) (2012), pp. 1956-1965 Murphy, 1998 F.A. Murphy Emerging zoonoses Emerg. Infect. Dis., 4 (3) (1998), pp. 429-435 Murphy et al., 2017 H.M. Murphy, M.D. Prioleau, M.A. Borchardt, P.D. Hynds Review: Epidemiological evidence of groundwater contribution to global enteric disease, 1948–2015 Hydrogeol. J., 25 (4) (2017), pp. 981-1001 Nikaido, 2003 H. Nikaido Molecular basis of bacterial outer membrane permeability revisited Microbiol. Mol. Biol. Rev., 67 (4) (2003), pp. 593-656 Nola et al., 2010 M. Nola, O.V.N. Ewoti, M. Nougang, M.L. Moungang, N.E. Chihib, F. Krier, P. Servais, J.P. Hornez, T. Njine Involvement of cell shape and flagella in the bacterial retention during percolation of contaminated water through soil columns in tropical region. J. Environ. Sci. Health Part A-Toxic/Hazard. Subst Environ. Eng., 45 (11) (2010), pp. 1297-1306 Oh et al., 2007 Y.J. Oh, W. Jo, Y. Yang, S. Park Influence of culture conditions on Escherichia coli O157:H7 biofilm formation by atomic force microscopy Ultramicroscopy, 107 (10–11) (2007), pp. 869-874 Oliveira et al., 2016 H. Oliveira, C. Santos, R. Paterson, N. Gusmão, N. Lima Fungi from a groundwater-fed drinking water supply system in Brazil Int. J. Env. Res. Public Health, 13 (3) (2016), p. 304 Ong et al., 2020 S.W.X. Ong, Y.K. Tan, P.Y. Chia, T.H. Lee, O.T. Ng, M.S.Y. Wong, K. Marimuthu Air, Surface Environmental, and Personal Protective Equipment Contamination by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) From a Symptomatic Patient J. Am. Med. Assoc., 323 (16) (2020), pp. 1610-1612 Panda et al., 2020 K.P. Panda, A. Upadhyay, M.K. Jha, S.P. Sharma Mapping of laterite zones using 2D electrical resistivity tomography survey in parts of Paschim Medinipur, West Bengal, India: An approach for artificial groundwater recharge J. Earth Syst. Sci., 129 (1) (2020), p. 119 Pandey, 2020 L.M. Pandey Surface engineering of personal protective equipments (PPEs) to prevent the contagious infections of SARS-CoV-2 Surf. Eng., 36 (9) (2020), pp. 901-907 Pandey et al., 2014 P.K. Pandey, P.H. Kass, M.L. Soupir, S. Biswas, V.P. Singh Contamination of water resources by pathogenic bacteria AMB Express, 4 (1) (2014), p. 51 Pang et al., 2021 L. Pang, K. Farkas, S. Lin, J. Hewitt, A. Premaratne, M. Close Attenuation and transport of human enteric viruses and bacteriophage MS2 in alluvial sand and gravel aquifer media—laboratory studies Water Res., 196 (2021), Article 117051 Pang et al., 2009 L. Pang, U. Nowostawska, J.N. Ryan, W.M. Williamson, G. Walshe, K.A. Hunter Modifying the Surface Charge of Pathogen-Sized Microspheres for Studying Pathogen Transport in Groundwater J. Environ. Qual., 38 (6) (2009), pp. 2210-2217 Paul et al., 2021 D. Paul, P. Kolar, S.G. Hall A review of the impact of environmental factors on the fate and transport of coronaviruses in aqueous environments. npj Clean Water, 4 (1) (2021), p. 7 Pelley and Tufenkji, 2008 A.J. Pelley, N. Tufenkji Effect of particle size and natural organic matter on the migration of nano- and microscale latex particles in saturated porous media J. Colloid Interface Sci., 321 (1) (2008), pp. 74-83 Pennington, 2010 H. Pennington Escherichia coli O157 Lancet, 376 (9750) (2010), pp. 1428-1435 Penrod et al., 1996 S.L. Penrod, T.M. Olson, S.B. Grant Deposition Kinetics of Two Viruses in Packed Beds of Quartz Granular Media Langmuir, 12 (23) (1996), pp. 5576-5587 Pinon and Vialette, 2018 A. Pinon, M. Vialette Survival of Viruses in Water Intervirology, 61 (5) (2018), pp. 214-222 Predelus et al., 2017 D. Predelus, L. Lassabatere, C. Louis, H. Gehan, T. Brichart, T. Winiarski, R. Angulo-Jaramillo Nanoparticle transport in water-unsaturated porous media: effects of solution ionic strength and flow rate J. Nanopart. Res., 19 (3) (2017), p. 104 Qin, 2020 Qin, Y.Q., 2020. Mechanism of virus-colloid cotransport in saturated/unsaturated porous media. Master Thesis, Jilin University. (in Chinese with English abstract). Qin et al., 2020 Y.Q. Qin, Z. Wen, W.J. Zhang, J.F. Chai, D. Liu, S.Y. Wu Different roles of silica nanoparticles played in virus transport in saturated and unsaturated porous media Environ. Pollut., 259 (2020), Article 113861 Randazzo et al., 2020 W. Randazzo, P. Truchado, E. Cuevas-Ferrando, P. Simon, A. Allende, G. Sanchez SARS-CoV-2 RNA in wastewater anticipated COVID-19 occurrence in a low prevalence area Water Res., 181 (2020), Article 115942 Rashid and Pandit, 2017 M. Rashid, D. Pandit Determination of appropriate service quality attributes for household toilets in rural settlements of India based on user perception Environ. Dev. Sustainability, 19 (4) (2017), pp. 1381-1406 Rasmuson et al., 2019 A. Rasmuson, K. VanNess, C.A. Ron, W.P. Johnson Hydrodynamic versus Surface Interaction Impacts of Roughness in Closing the Gap between Favorable and Unfavorable Colloid Transport Conditions Environ. Sci. Technol., 53 (5) (2019), pp. 2450-2459 Rawlinson et al., 2011 L.-A.-B. Rawlinson, J.P. O’Gara, D.S. Jones, D.J. Brayden Resistance of Staphylococcus aureus to the cationic antimicrobial agent poly(2-(dimethylamino ethyl)methacrylate) (pDMAEMA) is influenced by cell-surface charge and hydrophobicity J. Med. Microbiol., 60 (7) (2011), pp. 968-976 Redman and A., Grant and S., B. , 1997 J. Redman, A.,, Grant, and, S.,, B. Filtration of recombinant Norwalk virus particles and bacteriophage MS2 in quartz sand Environ. Sci. Technol., 31 (12) (1997), pp. 3378-3383 Ren et al., 2018 L.Y. Ren, Z.N. Hong, Z.D. Liu, R.K. Xu ATR-FTIR investigation of mechanisms of Bacillus subtilis adhesion onto variable- and constant-charge soil colloids Colloid Surface B, 162 (2018), pp. 288-295 Rhoden et al., 2021 K. Rhoden, J. Alonso, M. Carmona, M. Pham, A.N. Barnes Twenty years of waterborne and related disease reports in Florida, USA One Health, 13 (2021), Article 100294 Rizzo et al., 2013 L. Rizzo, C. Manaia, C. Merlin, T. Schwartz, C. Dagot, M.C. Ploy, I. Michael, D. Fatta-Kassinos Urban wastewater treatment plants as hotspots for antibiotic resistant bacteria and genes spread into the environment: A review Sci. Total Environ., 447 (2013), pp. 345-360 Robertson and Edberg, 1997 J.B. Robertson, S.C. Edberg Natural Protection of Spring and Well Drinking Water Against Surface Microbial Contamination I. Hydrogeological Parameters. Crit. Rev. Microbiol., 23 (2) (1997), pp. 143-178 Rodrigues et al., 2006 L.R. Rodrigues, I.M. Banat, H.C. Mei, J.A. Teixeira, R. Oliveira Interference in adhesion of bacteria and yeasts isolated from explanted voice prostheses to silicone rubber by rhamnolipid biosurfactants J. Appl. Microbiol., 100 (3) (2006), pp. 470-480 Rong et al., 2007 X.M. Rong, Q.Y. Huang, W.L. Chen Microcalorimetric investigation on the metabolic activity of Bacillus thuringiensis as influenced by kaolinite, montmorillonite and goethite Appl. Clay Sci., 38 (1–2) (2007), pp. 97-103 Rong, 2008 Rong, X.M., 2008. Thermodynamic investigations on the interactions of bacteria with soil clay minerals, PhD Thesis, Huazhong Agricultural University (in Chinese with English abstract) Rutjes et al., 2005 S.A. Rutjes, R. Italiaander, H. van den Berg, W.J. Lodder, A.M.D. Husman Isolation and detection of enterovirus RNA from large-volume water samples by using the NucliSens miniMAG system and real-time nucleic acid sequence-based amplification Appl. Environ. Microbiol., 71 (7) (2005), pp. 3734-3740 Signoretto et al., 2000 C. Signoretto, M. del Mar Lleo, M.C. Tafi, P. Canepari Cell Wall Chemical Composition of Enterococcus faecalis in the Viable but Nonculturable State Appl. Environ. Microbiol., 66 (2000), pp. 1953-1959 Salerno et al., 2006 M.B. Salerno, M. Flamm, B.E. Logan, D. Velegol Transport of rodlike colloids through packed beds Environ. Sci. Technol., 40 (20) (2006), pp. 6336-6340 Samandoulgou et al., 2015 I. Samandoulgou, R. Hammami, R.M. Rayas, I. Fliss, J. Jean Stability of Secondary and Tertiary Structures of Virus-Like Particles Representing Noroviruses: Effects of pH, Ionic Strength, and Temperature and Implications for Adhesion to Surfaces Appl. Environ. Microbiol., 81 (22) (2015), pp. 7680-7686 Sarkar and Saha, 2020 M. Sarkar, S. Saha Structural insight into the role of novel SARS-CoV-2 E protein: A potential target for vaccine development and other therapeutic strategies PLoS ONE, 15 (8) (2020), Article e0237300 Sasidharan et al., 2017a S. Sasidharan, S.A. Bradford, S. Torkzaban, X. Ye, J. Vanderzalm, X. Du, D. Page Unraveling the complexities of the velocity dependency of E. coli retention and release parameters in saturated porous media Sci. Total Environ., 603–604 (2017), pp. 406-415 Sasidharan et al., 2017b S. Sasidharan, S. Torkzaban, S.A. Bradford, P.G. Cook, V.V.S.R. Gupta Temperature dependency of virus and nanoparticle transport and retention in saturated porous media J. Contam. Hydrol., 196 (2017), pp. 10-20 Sasidharan et al., 2016 S. Sasidharan, S. Torkzaban, S.A. Bradford, R. Kookana, D. Page, P.G. Cook Transport and retention of bacteria and viruses in biochar-amended sand Sci. Total Environ., 548–549 (2016), pp. 100-109 Scheller et al., 2020 C. Scheller, F. Krebs, R. Minkner, I. Astner, M. Gil-Moles, H. Wätzig Physicochemical properties of SARS-CoV-2 for drug targeting, virus inactivation and attenuation, vaccine formulation and quality control Electrophoresis, 41 (13–14) (2020), pp. 1137-1151 Schijven and Hassanizadeh, 2000 J.F. Schijven, S.M. Hassanizadeh Removal of Viruses by Soil Passage: Overview of Modeling, Processes, and Parameters Crit. Rev. Env. Sci. Technol., 30 (1) (2000), pp. 49-127 Schinner et al., 2010 T. Schinner, A. Letzner, S. Liedtke, F.D. Castro, I.A. Eydelnant, N. Tufenkji Transport of selected bacterial pathogens in agricultural soil and quartz sand Water Res., 44 (4) (2010), pp. 1182-1192 Schulze-Makuch et al., 2003 D. Schulze-Makuch, H.D. Guan, S.D. Pillai Effects of pH and geological medium on bacteriophage MS2 transport in a model aquifer Geomicrobiol J., 20 (1) (2003), pp. 73-84 Seymour et al., 2013 M.B. Seymour, G.X. Chen, C.M. Su, Y.S. Li Transport and Retention of Colloids in Porous Media: Does Shape Really Matter? Environ. Sci. Technol., 47 (15) (2013), pp. 8391-8398 Shellenberger and Logan, 2002 K. Shellenberger, B.E. Logan Effect of Molecular Scale Roughness of Glass Beads on Colloidal and Bacterial Deposition Environ. Sci. Technol., 36 (2) (2002), pp. 184-189 Shen et al., 2020 C.Y. Shen, Y. Jin, J. Zhuang, T.T. Li, B.S. Xing Role and importance of surface heterogeneities in transport of particles in saturated porous media Crit. Rev. Env. Sci. Technol., 50 (3) (2020), pp. 244-329 Shen and Bradford, 2021 C.Y. Shen, S.A. Bradford Why Are Viruses Spiked? Msphere, 6 (1) (2021), pp. e01339-01320 Shen et al., 2018 C.Y. Shen, S.A. Bradford, T.T. Li, B.G. Li, Y.F. Huang Can nanoscale surface charge heterogeneity really explain colloid detachment from primary minima upon reduction of solution ionic strength? J. Nanopart. Res., 20 (6) (2018), pp. 1-18 Shen et al., 2012 C.Y. Shen, F. Wang, B.G. Li, Y. Jin, L.P. Wang, Y.F. Huang Application of DLVO Energy Map To Evaluate Interactions between Spherical Colloids and Rough Surfaces Langmuir, 28 (41) (2012), pp. 14681-14692 Shen et al., 2014 C.Y. Shen, L. Wu, S.W. Zhang, H.C. Ye, B.G. Li, Y.F. Huang Heteroaggregation of microparticles with nanoparticles changes the chemical reversibility of the microparticles' attachment to planar surfaces J. Colloid Interface Sci., 421 (2014), pp. 103-113 Sherchan et al., 2020 S.P. Sherchan, S. Shahin, L.M. Ward, S. Tandukar, M. Kitajima First detection of SARS-CoV-2 RNA in wastewater in North America: A study in Louisiana, USA Sci. Total Environ., 743 (2020), Article 140621 Shields and Farrah, 1983 P.A. Shields, S.R. Farrah Influence of salts on electrostatic interactions between poliovirus and membrane filters Appl. Environ. Microbiol., 45 (2) (1983), pp. 526-531 Shields, 1986 P.A. Shields Factors influencing virus adsorption to solids University of Florida, Gainesville (1986) Ph.D. thesis Shin et al., 2019 H. Shin, H. Park, D.J. Seo, S. Jung, D. Yeo, Z. Wang, K.H. Park, C. Choi Foodborne Viruses Detected Sporadically in the Fresh Produce and Its Production Environment in South Korea Foodborne Pathog. Dis., 16 (6) (2019), pp. 411-420 Sinton et al., 2010 L.W. Sinton, M.L. Mackenzie, N. Karki, R.R. Braithwaite, C.H. Hall, M.J. Flintoft Transport of Escherichia coli and F-RNA bacteriophages in a 5 m column of saturated pea gravel J. Contam. Hydrol., 117 (1) (2010), pp. 71-81 Sirivithayapakorn and Keller, 2003 S. Sirivithayapakorn, A. Keller Transport of colloids in unsaturated porous media: A pore-scale observation of processes during the dissolution of air-water interface Water Resour. Res., 39 (12) (2003), p. 1346 Sosnowski, 2021 T.R. Sosnowski Inhaled aerosols: their role in COVID-19 transmission including biophysical interactions in the lungs Curr. Opin. Colloid Interface Sci. (2021), p. 101451 Sun et al., 2020 J. Sun, A.R. Zhu, H.Y. Li, K. Zheng, Z. Zhuang, Z. Chen, Y.X. Shi, Z.Y. Zhang, S.-B. Chen, X.S. Liu, J. Dai, X.B. Li, S.X. Huang, X.F. Huang, L. Luo, L.Y. Wen, J.F. Zhuo, Y.M. Li, Y.Q. Wang, L. Zhang, Y.J. Zhang, F. Li, L.Q. Feng, X.W. Chen, N.S. Zhong, Z.F. Yang, J.C. Huang, J.C. Zhao, Y.-M. Li Isolation of infectious SARS-CoV-2 from urine of a COVID-19 patient Emerging Microbes Infect., 9 (1) (2020), pp. 991-993 Syngouna and Chrysikopoulos, 2016 V.I. Syngouna, C.V. Chrysikopoulos Cotransport of clay colloids and viruses through water-saturated vertically oriented columns packed with glass beads: Gravity effects Sci. Total Environ., 545 (2016), pp. 210-218 Syngouna et al., 2017 V.I. Syngouna, C.V. Chrysikopoulos, P. Kokkinos, M.A. Tselepi, A. Vantarakis Cotransport of human adenoviruses with clay colloids and TiO2 nanoparticles in saturated porous media: Effect of flow velocity Sci. Total Environ., 598 (2017), pp. 160-167 Tong et al., 2010a M.P. Tong, J.L. Ding, Y. Shen, P.T. Zhu Influence of biofilm on the transport of fullerene (C60) nanoparticles in porous media Water Res., 44 (4) (2010), pp. 1094-1103 Tong et al., 2010b M.P. Tong, G.Y. Long, X.J. Jiang, H.N. Kim Contribution of Extracellular Polymeric Substances on Representative Gram Negative and Gram Positive Bacterial Deposition in Porous Media Environ. Sci. Technol., 44 (7) (2010), pp. 2393-2399 Torkzaban and Bradford, 2016 S. Torkzaban, S.A. Bradford Critical role of surface roughness on colloid retention and release in porous media Water Res., 88 (2016), pp. 274-284 Torkzaban et al., 2015 S. Torkzaban, S.A. Bradford, J.L. Vanderzalm, B.M. Patterson, B. Harris, H. Prommer Colloid release and clogging in porous media: Effects of solution ionic strength and flow velocity J. Contam. Hydrol., 181 (2015), pp. 161-171 Torkzaban et al., 2006 S. Torkzaban, S. Hassanizadeh, J. Schijven, H. De Bruin, A. de Roda Husman Virus transport in saturated and unsaturated sand columns Vadose Zone J., 5 (3) (2006), pp. 877-885 Torkzaban et al., 2019 S. Torkzaban, M. Hocking, S.A. Bradford, S.S. Tazehkand, S. Sasidharan, J. Šimůnek Modeling Virus Transport and Removal during Storage and Recovery in Heterogeneous Aquifers J. Hydrol., 578 (2019), Article 124082 Tsuneda et al., 2003 S. Tsuneda, H. Aikawa, H. Hayashi, A. Yuasa, A. Hirata Extracellular polymeric substances responsible for bacterial adhesion onto solid surface FEMS Microbiol. Lett., 223 (2) (2003), pp. 287-292 Tufenkji, 2007 N. Tufenkji Colloid and Microbe Migration in Granular Environments: A Discussion of Modelling Methods, In Colloidal transport in porous media Colloidal Transport in Porous Media (2007), pp. 119-142 Van Loosdrecht et al., 1987 M.C. Van Loosdrecht, J. Lyklema, W. Norde, G. Schraa, A.J. Zehnder Electrophoretic mobility and hydrophobicity as a measured to predict the initial steps of bacterial adhesion Appl. Environ. Microbiol., 53 (8) (1987), pp. 1898-1901 Vanderzalm et al., 2010 J.L. Vanderzalm, D.W. Page, K.E. Barry, P.J. Dillon A comparison of the geochemical response to different managed aquifer recharge operations for injection of urban stormwater in a carbonate aquifer Appl. Geochem., 25 (9) (2010), pp. 1350-1360 Walker et al., 2004 S.L. Walker, J.A. Redman, M. Elimelech Role of Cell Surface Lipopolysaccharides inEscherichia coliK12 Adhesion and Transport Langmuir, 20 (18) (2004), pp. 7736-7746 Walshe et al., 2010 G.E. Walshe, L. Pang, M. Flury, M.E. Close, M. Flintoft Effects of pH, ionic strength, dissolved organic matter, and flow rate on the co-transport of MS2 bacteriophages with kaolinite in gravel aquifer media Water Res., 44 (4) (2010), pp. 1255-1269 Wan and Tokunaga, 2002 J. Wan, T.K. Tokunaga Partitioning of clay colloids at air–water interfaces J. Colloid Interface Sci., 247 (1) (2002), pp. 54-61 Wang et al., 2011 L.X. Wang, S.P. Xu, J. Li Effects of Phosphate on the Transport of Escherichia coli O157:H7 in Saturated Quartz Sand Environ. Sci. Technol., 45 (22) (2011), pp. 9566-9573 Wang et al., 2008 Y.Y. Wang, F. Hammes, M. Duggelin, T. Egli Influence of size, shape, and flexibility on bacterial passage through micropore membrane filters Environ. Sci. Technol., 42 (17) (2008), pp. 6749-6754 Wardlaw et al., 2010 T. Wardlaw, P. Salama, C. Brocklehurst, M. Chopra, E. Mason Diarrhoea: why children are still dying and what can be done Lancet, 375 (9718) (2010), pp. 870-872 Weidhaas et al., 2014 J. Weidhaas, E. Garner, T. Basden, V.J. Harwood Run-off studies demonstrate parallel transport behaviour for a marker of poultry fecal contamination and Staphylococcus aureus J. Appl. Microbiol., 117 (2) (2014), pp. 417-429 Weiss et al., 1995 T.H. Weiss, A.L. Mills, G.M. Hornberger, J.S. Herman Effect of Bacterial Cell Shape on Transport of Bacteria in Porous Media Environ. Sci. Technol., 29 (7) (1995), pp. 1737-1740 Weststrate et al., 2019 J. Weststrate, G. Dijkstra, J. Eshuis, A. Gianoli, M. Rusca The Sustainable Development Goal on Water and Sanitation: Learning from the Millennium Development Goals Soc. Indic. Res., 143 (2) (2019), pp. 795-810 White et al., 2021 K. White, S. Dickson-Anderson, A. Majury, K. McDermott, P. Hynds, R.S. Brown, C. Schuster-Wallace Exploration of E. coli contamination drivers in private drinking water wells: An application of machine learning to a large, multivariable, geo-spatio-temporal dataset Water Res., 197 (2021), Article 117089 Whitehead and McCue, 2010 K. Whitehead, K.A. McCue Virucidal efficacy of disinfectant actives against feline calicivirus, a surrogate for norovirus, in a short contact time Am. J. Infect. Control, 38 (1) (2010), pp. 26-30 Widdowson et al., 2005 M.A. Widdowson, S.S. Monroe, R.I. Glass Are noroviruses emerging? Emerg. Infect. Dis., 11 (5) (2005), pp. 735-737 Wolfe et al., 2017 M.K. Wolfe, K. Gallandat, K. Daniels, A.M. Desmarais, P. Scheinman, D. Lantagne Handwashing and Ebola virus disease outbreaks: A randomized comparison of soap, hand sanitizer, and 0.05% chlorine solutions on the inactivation and removal of model organisms Phi6 and E-coli from hands and persistence in rinse water PLoS ONE, 12 (2) (2017), Article e0172734 Wong et al., 2014 K. Wong, D. Bouchard, M. Molina Relative transport of human adenovirus and MS2 in porous media. Colloids Surf B, 122 (2014), pp. 778-784 Wu et al., 2020 C.R. Wu, Y. Liu, Y.Y. Yang, P. Zhang, W. Zhong, Y.L. Wang, Q.Q. Wang, Y. Xu, M.X. Li, X.Z. Li, M.Z. Zheng, L.X. Chen, H. Li Analysis of therapeutic targets for SARS-CoV-2 and discovery of potential drugs by computational methods Acta Pharm. Sin. B, 10 (5) (2020), pp. 766-788 Wu et al., 2019 G. Wu, J. Yang, H.C. Jiang, Y.M. Deng, G. Lear Distribution of potentially pathogenic bacteria in the groundwater of the Jianghan Plain, central China Int. Biodeterior. Biodegrad., 143 (2019), Article 104711 Wu, 2021 S. Wu Study on environmental behavior characteristics of Escherichia coli O157:H7 in the porous media in the presence of composite colloid Jilin University (in Chinese with English abstract) (2021) Xu and Logan, 2006 L.-C. Xu, B.E. Logan Adhesion forces between functionalized latex microspheres and protein-coated surfaces evaluated using colloid probe atomic force microscopy Colloids Surf. B, 48 (1) (2006), pp. 84-94 Xu et al., 2005 L.-C. Xu, V. Vadillo-Rodriguez, B.E. Logan Residence Time, Loading Force, pH, and Ionic Strength Affect Adhesion Forces between Colloids and Biopolymer-Coated Surfaces Langmuir, 21 (16) (2005), pp. 7491-7500 Yan et al., 2020 L.J. Yan, M. Herrmann, B. Kampe, R. Lehmann, K.U. Totsche, K. Kusel Environmental selection shapes the formation of near-surface groundwater microbiomes Water Res., 170 (2020), Article 115341 Yang et al., 2016 H.Y. Yang, Z. Ge, D. Wu, M.P. Tong, J.R. Ni Cotransport of bacteria with hematite in porous media: Effects of ion valence and humic acid Water Res., 88 (2016), pp. 586-594 Yang et al., 2012a H.Y. Yang, H. Kim, M.P. Tong Influence of humic acid on the transport behavior of bacteria in quartz sand Colloids Surf. B, 91 (2012), pp. 122-129 Yang et al., 2012b H.Y. Yang, M.P. Tong, H. Kim Influence of Bentonite Particles on Representative Gram Negative and Gram Positive Bacterial Deposition in Porous Media Environ. Sci. Technol., 46 (21) (2012), pp. 11627-11634 Yates et al., 1985 M.V. Yates, C.P. Gerba, L.M. Kelley Virus persistence in groundwater Appl. Environ. Microbiol., 49 (4) (1985), pp. 778-781 Ye et al., 2016 Y. Ye, R.M. Ellenberg, K.E. Graham, K.R. Wigginton Survivability, Partitioning, and Recovery of Enveloped Viruses in Untreated Municipal Wastewater Environ. Sci. Technol., 50 (10) (2016), pp. 5077-5085 Yu, 2016 Yu, X.P., 2016. Study on Viruses Transportation though Saturated Porous Media under Managed Groundwater Recharge Condition. Master Thesis, Jilin University (in Chinese with English abstract). Zeraik and Nitschke, 2010 A.E. Zeraik, M. Nitschke Biosurfactants as agents to reduce adhesion of pathogenic bacteria to polystyrene surfaces: effect of temperature and hydrophobicity Curr. Microbiol., 61 (6) (2010), pp. 554-559 Zhang et al., 2020 D.Y. Zhang, H.B. Ling, X. Huang, J. Li, W.W. Li, C. Yi, T. Zhang, Y.Z. Jiang, Y.N. He, S.Q. Deng, X. Zhang, X.Z. Wang, Y. Liu, G.H. Li, J.H. Qu Potential spreading risks and disinfection challenges of medical wastewater by the presence of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) viral RNA in septic tanks of Fangcang Hospital Sci. Total Environ., 741 (2020), Article 140445 Zhang et al., 2021a D.Y. Zhang, Y.F. Yang, M. Li, Y. Lu, Y. Liu, J.K. Jiang, R.P. Liu, J.G. Liu, X. Huang, G.H. Li, J.H. Qu Ecological Barrier Deterioration Driven by Human Activities Poses Fatal Threats to Public Health due to Emerging Infectious Diseases Eng. (2021), 10.1016/j.eng.2020.1011.1002 Zhang et al., 2021b D.Y. Zhang, X. Zhang, Y.F. Yang, X. Huang, J.K. Jiang, M. Li, H.B. Ling, J. Li, Y. Liu, G.H. Li, W.W. Li, C. Yi, T. Zhang, Y.Z. Jiang, Y. Xiong, Z.Y. Hu, X.Z. Wang, S.Q. Deng, P. Zhao, J.H. Qu SARS-CoV-2 spillover into hospital outdoor environments J. Hazard. Mater. Lett., 2 (2021), Article 100027 Zhang et al., 2021c D.Y. Zhang, X.L. Zhang, R. Ma, S.Q. Deng, X.Z. Wang, X.Q. Wang, X. Zhang, X. Huang, Y. Liu, G.H. Li, J.H. Qu, Y. Zhu, J.Y. Li Ultra-fast and onsite interrogation of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in waters via surface enhanced Raman scattering (SERS) Water Res., 200 (2021), p. 117243 Zhang et al., 2010 H. Zhang, J. Zhang, B. Zhao, C. Zhang Removal of bacteriophages MS2 and phiX174 from aqueous solutions using a red soil J. Hazard. Mater., 180 (1–3) (2010), pp. 640-647 Zhang et al., 2021d M. Zhang, S. Ghosh, M. Kumar, M. Santiana, C.K.E. Bleck, N. Chaimongkol, N. Altan-Bonnet, D. Shuai Emerging Pathogenic Unit of Vesicle-Cloaked Murine Norovirus Clusters is Resistant to Environmental Stresses and UV254 Disinfection Environ. Sci. Technol. (2021), pp. 6197-6205 Zhu et al., 2020 N. Zhu, D. Zhang, W. Wang, X. Li, B. Yang, J. Song, X. Zhao, B. Huang, W. Shi, R. Lu, P. Niu, F. Zhan, X. Ma, D. Wang, W. Xu, G. Wu, G.F. Gao, W. Tan A Novel Coronavirus from Patients with Pneumonia in China, 2019 New Engl. J. Med., 382 (8) (2020), pp. 727-733 Zhang et al., 2021e W.J. Zhang, S.Y. Wu, Y.Q. Qin, S. Li, L.C. Lei, S.M. Sun, Y.S. Yang Deposition and mobilization of viruses in unsaturated porous media: Roles of different interfaces and straining Environ. Pollut., 270 (2021), Article 116072 Zhang et al., 2018 W.J. Zhang, S. Li, S. Wang, L.C. Lei, X.P. Yu, T.Y. Ma Transport of Escherichia coli phage through saturated porous media considering managed aquifer recharge Environ. Sci. Pollut. Res., 25 (7) (2018), pp. 6497-6513 Zhao et al., 2014 W.Q. Zhao, S.L. Walker, Q.Y. Huang, P. Cai Adhesion of bacterial pathogens to soil colloidal particles: Influences of cell type, natural organic matter, and solution chemistry Water Res., 53 (2014), pp. 35-46 Zhong et al., 2015 H. Zhong, Y.B. Jiang, G.M. Zeng, Z.F. Liu, L.X. Liu, Y. Liu, X. Yang, M.Y. Lai, Y.B. He Effect of low-concentration rhamnolipid on adsorption of Pseudomonas aeruginosa ATCC 9027 on hydrophilic and hydrophobic surfaces J. Hazard. Mater., 285 (2015), pp. 383-388 Zhuang and Jin, 2003a J. Zhuang, Y. Jin Virus retention and transport as influenced by different forms of soil organic matter J. Environ. Qual., 32 (3) (2003), pp. 816-823 Zhuang and Jin, 2003b J. Zhuang, Y. Jin Virus retention and transport through Al-oxide coated sand columns: effects of ionic strength and composition J. Contam. Hydrol., 60 (3–4) (2003), pp. 193-209 Zimmerman et al., 2020 A.E. Zimmerman, C. Howard-Varona, D.M. Needham, S.G. John, A.Z. Worden, M.B. Sullivan, J.R. Waldbauer, M.L. Coleman Metabolic and biogeochemical consequences of viral infection in aquatic ecosystems Nat. Rev. Microbiol., 18 (1) (2020), pp. 21-34 Zmantar et al., 2011 T. Zmantar, F. Bettaieb, K. Chaieb, B. Ezzili, L. Mora-Ponsonnet, A. Othmane, N. Jaffrezic, A. Bakhrouf Atomic force microscopy and hydrodynamic characterization of the adhesion of staphylococcus aureus to hydrophilic and hydrophobic substrata at different pH values World J. Microbiol. Biotechnol., 27 (4) (2011), pp. 887-896
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spelling	Zhang, WenjingChai, JuanfenLi, ShuxinWang, XinziWu, ShengyuLiang, ZhentianJat Baloch, Muhammad YousufSilva Oliveira, Luis FelipeZhang, Dayi2022-06-02T20:03:35Z2022-06-02T20:03:35Z2022-01-01Wenjing Zhang, Juanfen Chai, Shuxin Li, Xinzi Wang, Shengyu Wu, Zhentian Liang, Muhammad Yousuf Jat Baloch, Luis F.O. Silva, Dayi Zhang, Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: What we know or not?, Geoscience Frontiers, 2022, 101346, ISSN 1674-9871, https://doi.org/10.1016/j.gsf.2021.101346.1674-9871https://hdl.handle.net/11323/9210https://doi.org/10.1016/j.gsf.2021.10134610.1016/j.gsf.2021.101346Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/The global outbreak of coronavirus infectious disease-2019 (COVID-19) draws attentions in the transport and spread of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in aerosols, wastewater, surface water and solid wastes. As pathogens eventually enter the subsurface system, e.g., soils in the vadose zone and groundwater in the aquifers, they might survive for a prolonged period of time owing to the uniqueness of subsurface environment. In addition, pathogens can transport in groundwater and contaminate surrounding drinking water sources, possessing long-term and concealed risks to human society. This work critically reviews the influential factors of pathogen migration, unravelling the impacts of pathogenic characteristics, vadose zone physiochemical properties and hydrological variables on the migration of typical pathogens in subsurface system. An assessment algorithm and two rating/weighting schemes are proposed to evaluate the migration abilities and risks of pathogens in subsurface environment. As there is still no evidence about the presence and distribution of SARS-CoV-2 in the vadose zones and aquifers, this study also discusses the migration potential and behavior of SARS-CoV-2 viruses in subsurface environment, offering prospective clues and suggestions for its potential risks in drinking water and effective prevention and control from hydrogeological points of view.16 páginasapplication/pdfengChina University of Geosciences (Beijing) and Peking UniversityChina© 2021 China University of Geosciences (Beijing) and Peking University. Production and hosting by Elsevier B.V.Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?Artículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersionhttps://www.sciencedirect.com/science/article/pii/S1674987121002103Geoscience FrontiersAbu-Lail and Camesano, 2003 N.I. Abu-Lail, T.A. Camesano Role of lipopolysaccharides in the adhesion, retention, and transport of Escherichia coli JM109 Environ. Sci. Technol., 37 (10) (2003), pp. 2173-2183Abudalo et al., 2005 R.A. Abudalo, Y.G. Bogatsu, J.N. Ryan, R.W. Harvey, D.W. Metge, M. Elimelech Effect of ferric oxyhydroxide grain coatings on the transport of bacteriophage PRD1 and Cryptosporidium parvum oocysts in saturated porous media Environ. Sci. Technol., 39 (17) (2005), pp. 6412-6419Ahimou et al., 2001F. Ahimou, M. Paquot, P. Jacques, P. Thonart, P.G. Rouxhet Influence of electrical properties on the evaluation of the surface hydrophobicity of Bacillus subtilis J. Microbiol. Methods, 45 (2) (2001), pp. 119-126Ahmed et al., 2020 W. Ahmed, N. Angel, J. Edson, K. Bibby, J.F. Mueller First confirmed detection of SARS-CoV-2 in untreated wastewater in Australia: A proof of concept for the wastewater surveillance of COVID-19 in the community Sci. Total Environ., 728 (2020), Article 138764Akbour et al., 2002 R.A. Akbour, J. Douch, M. Hamdani, P. Schmitz Transport of kaolinite colloids through quartz sand: Influence of humic acid, Ca2+, and trace metals J. Colloid Interface Sci., 253 (1) (2002), pp. 1-8Alegbeleye and Sant’Ana, A.S., , 2020 O.O. Alegbeleye, Sant’Ana,, A.S., Manure-borne pathogens as an important source of water contamination: An update on the dynamics of pathogen survival/transport as well as practical risk mitigation strategies Int. J. Hyg. Environ. Health, 227 (2020), Article 113524Alexis and de, Kerchove., Elimelech, M. , 2007 J. Alexis, de,, Kerchove.,, Elimelech,, M. Formation of Polysaccharide Gel Layers in the Presence of Ca2+ and K+ Ions: Measurements and Mechanisms Macromolecules, 8 (1) (2007), pp. 113-121Alizadeh-Pasdar and Li-Chan, 2000 N. Alizadeh-Pasdar, E.C.Y. Li-Chan Comparison of Protein Surface Hydrophobicity Measured at Various pH Values Using Three Different Fluorescent Probes J. Agric. Food Chem., 48 (2) (2000), pp. 328-334Allen et al., 2017 A.S. Allen, M.A. Borchardt, B.A. Kieke, K.E. Dunfield, B.L. Parker Virus occurrence in private and public wells in a fractured dolostone aquifer in Canada Hydrogeol. J., 25 (4) (2017), pp. 1117-1136Aller et al., 1987 L. Aller, T. Bennett, J.H. Lehr, R.J. Petty, G. Hackett DRASTIC : A standardized system for evaluating groundwater pollution potential using hydrogeologics settings J. Geol. Soc. India, 29 (1) (1987)Anders and Chrysikopoulos, 2006 R. Anders, C.V. Chrysikopoulos Evaluation of the factors controlling the time-dependent inactivation rate coefficients of bacteriophage MS2 and PRD1 Environ. Sci. Technol., 40 (10) (2006), pp. 3237-3242Ando and Tsuzuki, 1984 Y. Ando, T. Tsuzuki The role of surface charge in ionic germination of Clostridium perfringens spores J. Gen. Microbiol., 130 (2) (1984), pp. 267-273Arcega-Cabrera et al., 2021 F. Arcega-Cabrera, J.O. Sickman, L. Fargher, J. Herrera-Silveira, D. Lucero, I. Oceguera-Vargas, E. Lamas-Cosio, P.A. Robledo-Ardila Groundwater Quality in the Yucatan Peninsula: Insights from Stable Isotope and Metals Analysis Groundwater, 59 (2021), pp. 878-891Armanious et al., 2016 A. Armanious, M. Aeppli, R. Jacak, D. Refardt, T. Sigstam, T. Kohn, M. Sander Viruses at Solid-Water Interfaces: A Systematic Assessment of Interactions Driving Adsorption Environ. Sci. Technol., 50 (2) (2016), pp. 732-743Aronino et al., 2009 R. Aronino, C. Dlugy, E. Arkhangelsky, S. Shandalov, G. Oron, A. Brenner, V. Gitis Removal of viruses from surface water and secondary effluents by sand filtration Water Res., 43 (1) (2009), pp. 87-96Babich and Stotzky, 1980 H. Babich, G. Stotzky Reductions in inactivation rates of bacteriophages by clay minerals in lake wáter Water Res., 14 (2) (1980), pp. 185-187Bai et al., 2016 H. Bai, N. Cochet, A. Pauss, E. Lamy Bacteria cell properties and grain size impact on bacteria transport and deposition in porous media Colloids Surf., B139 (2016), pp. 148-155Baker et al., 2021 A.T. Baker, J.A. Davies, E.A. Bates, E. Moses, R.M. Mundy, G. Marlow, D.K. Cole, C.M. Bliss, P.J. Rizkallah, A.L. Parker The Fiber Knob Protein of Human Adenovirus Type 49 Mediates Highly Efficient and Promiscuous Infection of Cancer Cell Lines Using a Novel Cell Entry Mechanism J. Virol., 95 (4) (2021), pp. e01849-01820Balboa et al., 2021 S. Balboa, M. Mauricio-Iglesias, S. Rodriguez, L. Martínez-Lamas, F.J. Vasallo, B. Regueiro, J.M. Lema The fate of SARS-COV-2 in WWTPS points out the sludge line as a suitable spot for detection of COVID-19 Sci. Total Environ., 772 (2021), Article 145268Bales et al., 1991 R.C. Bales, S.R. Hinkle, T.W. Kroeger, K. Stocking, C.P. Gerba Bacteriophage adsorption during transport through porous media: chemical perturbations and reversibility Environ. Sci. Technol., 25 (12) (1991), pp. 2088-2095Balkwill and Ghiorse, 1985 D.L. Balkwill, W.C. Ghiorse Characterization of subsurface bacteria associated with two shallow aquifers in oklahoma Appl. Environ. Microbiol., 50 (3) (1985), pp. 580-588Baltus et al., 2017 R.E. Baltus, A.R. Badireddy, A. Delavari, S. Chellam Free Diffusivity of Icosahedral and Tailed Bacteriophages: Experiments, Modeling, and Implications for Virus Behavior in Media Filtration and Flocculation Environ. Sci. Technol., 51 (3) (2017), pp. 1433-1440Barbulescu, 2020 A. Barbulescu Assessing Groundwater Vulnerability: DRASTIC and DRASTIC-Like Methods: A Review Water, 12 (5) (2020), p. 1356Baygents et al., 1998 J.C. Baygents, J.R. Glynn, O. Albinger, B.K. Biesemeyer, K.L. Ogden, R.G. Arnold Variation of Surface Charge Density in Monoclonal Bacterial Populations: Implications for Transport through Porous Media Environ. Sci. Technol., 32 (11) (1998), pp. 1596-1603Bellamy et al., 1985 W.D. Bellamy, D.W. Hendricks, G.S. Logsdon Slow Sand Filtration: Influences of Selected Process Variables J. - Am. Water Works Assoc., 77 (12) (1985), pp. 62-66Bellou et al., 2015 M.I. Bellou, V.I. Syngouna, M.A. Tselepi, P.A. Kokldnos, S.C. Paparrodopoulos, A. Vantarakis, C.V. Chrysikopoulos Interaction of human adenoviruses and coliphages with kaolinite and bentonite Sci. Total Environ., 517 (2015), pp. 86-95Bidhuri et al., 2018 S. Bidhuri, M. Taqi, M.M.A. Khan Water-borne disease: Link between human health and water use in the Mithepur and Jaitpur area of the NCT of Delhi Journal of Public Health-Heidelberg, 26 (1) (2018), pp. 119-126Blanco et al., 2019 A. Blanco, I. Abid, N. Al-Otaibi, F.J. Perez-Rodriguez, C. Fuentes, S. Guix, R.M. Pinto, A. Bosch Glass Wool Concentration Optimization for the Detection of Enveloped and Non-enveloped Waterborne Viruses Food Environ. Virol., 11 (2) (2019), pp. 184-192Borchardt et al., 2011 M.A. Borchardt, K.R. Bradbury, E.C. Alexander Jr., R.J. Kolberg, S.C. Alexander, J.R. Archer, L.A. Braatz, B.M. Forest, J.A. Green, S.K. Spencer Norovirus Outbreak Caused by a New Septic System in a Dolomite Aquifer Groundwater, 49 (1) (2011), pp. 85-97Bradford et al., 2013 S.A. Bradford, V.L. Morales, W. Zhang, R.W. Harvey, A.I. Packman, A. Mohanram, C. Welty Transport and Fate of Microbial Pathogens in Agricultural Settings Crit. Rev. Env. Sci. Technol., 43 (8) (2013), pp. 775-893Bradford et al., 2006a S.A. Bradford, J. Simunek, S.L. Walker Transport and straining of E. coli O157:H7 in saturated porous mediaBradford et al., 2006b S.A. Bradford, Y.F. Tadassa, Y. Jin Transport of Coliphage in the Presence and Absence of Manure Suspension J. Environ. Qual., 35 (5) (2006), pp. 1692-1701Bradford et al., 2011 S.A. Bradford, S. Torkzaban, A. Wiegmann Pore-Scale Simulations to Determine the Applied Hydrodynamic Torque and Colloid Immobilization Vadose Zone J., 10 (1) (2011), pp. 252-261Buckerfield et al., 2020 S.J. Buckerfield, R.S. Quilliam, L. Bussiere, S. Waldron, L.A. Naylor, S. Li, D.M. Oliver Chronic urban hotspots and agricultural drainage drive microbial pollution of karst water resources in rural developing regions Sci. Total Environ., 744 (2020), Article 140898Buckerfield et al., 2019 S.J. Buckerfield, R.S. Quilliam, S. Waldron, L.A. Naylor, S. Li, D.M. Oliver Rainfall-driven E. coli transfer to the stream-conduit network observed through increasing spatial scales in mixed land-use paddy farming karst terrain Water Res., X 5 (2019), Article 100038Cai et al., 2013 P. Cai, Q. Huang, S.L. Walker Deposition and Survival of Escherichia coli O157:H7 on Clay Minerals in a Parallel Plate Flow System Environ. Sci. Technol., 47 (4) (2013), pp. 1896-1903 View PDFCao et al., 2010 H. Cao, F.T.C. Tsai, K.A. Rusch Salinity and Soluble Organic Matter on Virus Sorption in Sand and Soil Columns Groundwater, 48 (1) (2010), pp. 42-52Carrascosa and Kellenberger, 1978 J.L. Carrascosa, E. Kellenberger Head maturation pathway of bacteriophages T4 and T2. III. Isolation and characterization of particles produced by mutants in gene 17 J. Virol., 25 (3) (1978), pp. 831-844Castro and Tufenkji, 2007 F.D. Castro, N. Tufenkji Relevance of Nontoxigenic Strains as Surrogates for Escherichia coli O157:H7 in Groundwater Contamination Potential: Role of Temperature and Cell Acclimation Time Environ. Sci. Technol., 41 (12) (2007), pp. 4332-4338Chen and Walker, 2007 G. Chen, S.L. Walker Role of Solution Chemistry and Ion Valence on the Adhesion Kinetics of Groundwater and Marine Bacteria Langmuir, 23 (13) (2007), pp. 7162-7169Cheng et al., 2012 H. Cheng, E. Hu, Y. Hu Impact of mineral micropores on transport and fate of organic contaminants: A review J. Contam. Hydrol., 129–130 (2012), pp. 80-90Cheng et al., 2005 P.K.C. Cheng, D.K.K. Wong, T.W.H. Chung, W.W.L. Lim Norovirus contamination found in oysters worldwide J. Med. Virol., 76 (4) (2005), pp. 593-597Chrysikopoulos and Aravantinou, 2014 C.V. Chrysikopoulos, A.F. Aravantinou Virus attachment onto quartz sand: Role of grain size and temperature J. Environ. Chem. Eng., 2 (2) (2014), pp. 796-801Chrysikopoulos and Syngouna, 2012 C.V. Chrysikopoulos, V.I. Syngouna Attachment of bacteriophages MS2 and ΦX174 onto kaolinite and montmorillonite: extended-DLVO interactions Colloids Surf B Biointerfaces, 92 (2012), pp. 74-83Chrysikopoulos et al., 2010 C.V. Chrysikopoulos, C. Masciopinto, R. La Mantia, I.D. Manariotis Removal of Biocolloids Suspended in Reclaimed Wastewater by Injection into a Fractured Aquifer Model Environ. Sci. Technol., 44 (3) (2010), pp. 971-977Chu et al., 2001 Y. Chu, Y. Jin, M. Flury, M.V. Yates Mechanisms of virus removal during transport in unsaturated porous media Water Resour. Res., 37 (2) (2001), pp. 253-263Collins et al., 2006 K.E. Collins, A.A. Cronin, J. Rueedi, S. Pedley, E. Joyce, P.J. Humble, J.H. Tellam Fate and transport of bacteriophage in UK aquifers as surrogates for pathogenic viruses Eng. Geol., 85 (1–2) (2006), pp. 33-38Corapcioglu et al., 2006 M. Corapcioglu, J. Vogel, C. Munster, S. Pillai, S. Dowd, S. Wang Virus transport experiments in a sandy aquifer Water Air Soil Pollut., 169 (1–4) (2006), pp. 47-65Cronin et al., 2003 A.A. Cronin, R.G. Taylor, K.L. Powell, M.H. Barrett, S.A. Trowsdale, D.N. Lerner Temporal variations in the depth-specific hydrochemistry and sewage-related microbiology of an urban sandstone aquifer, Nottingham United Kingdom. Hydrogeol. J., 11 (2) (2003), pp. 205-216Cui et al., 2015 L. Cui, P.Y. Chen, B.F. Zhang, D.Y. Zhang, J.Y. Li, F.L. Martin, K.S. Zhang Interrogating chemical variation via layer-by-layer SERS during biofouling and cleaning of nanofiltration membranes with further investigations into cleaning efficiency Water Res., 87 (2015), pp. 282-291Dang and Tarabara, 2021 H.T.T. Dang, V.V. Tarabara Attachment of human adenovirus onto household paints Colloids Surf. B, 204 (2021), p. 111812da Silva et al., 2011 A.K. da Silva, O.V. Kavanagh, M.K. Estes, M. Elimelech Adsorption and Aggregation Properties of Norovirus GI and GII Virus-like Particles Demonstrate Differing Responses to Solution Chemistry Environ. Sci. Technol., 45 (2) (2011), pp. 520-526Deblois and Wesley, 1977 R.W. Deblois, R.K. Wesley Sizes and concentrations of several type C oncornaviruses and bacteriophage T2 by the resistive-pulse technique J. Virol., 23 (2) (1977), pp. 227-233Degrève et al., 2012 L. Degrève, C.A. Fuzo, A. Caliri Extensive structural change of the envelope protein of dengue virus induced by a tuned ionic strength: conformational and energetic analyses J. Comput. Aided Mol. Des., 26 (12) (2012), pp. 1311-1325Dieter and Maupin, 2017 C.A. Dieter, M.A. Maupin Public Supply and Domestic Water Use in the United States, 2015, No. 2017-1131, US Geological Survey (2017)Dika et al., 2015 C. Dika, J.F.L. Duval, G. Francius, A. Perrin, C. Gantzer Isoelectric point is an inadequate descriptor of MS2, Phi X 174 and PRD1 phages adhesion on abiotic surfaces J. Colloid Interface Sci., 446 (2015), pp. 327-334Dika et al., 2013 C. Dika, M.H. Ly-Chatain, G. Francius, J.F.L. Duval, C. Gantzer Non-DLVO adhesion of F-specific RNA bacteriophages to abiotic surfaces: Importance of surface roughness, hydrophobic and electrostatic interactions. Colloids Surf A, 435 (2013), pp. 178-187Dion et al., 2020 M.B. Dion, F. Oechslin, S. Moineau Phage diversity, genomics and phylogeny Nat. Rev. Microbiol., 18 (3) (2020), pp. 125-138Dong et al., 2014 Z. Dong, H.Y. Yang, D. Wu, J.R. Ni, H. Kim, M.P. Tong Influence of silicate on the transport of bacteria in quartz sand and iron mineral-coated sand Colloids Surf. B, 123 (2014), pp. 995-1002Dowd and Pillai, 1997 S.E. Dowd, S.D. Pillai Survival and transport of selected bacterial pathogens and indicator viruses under sandy aquifer conditions J. Environ. Sci. Health., Part A, 32 (8) (1997), pp. 2245-2258Dowd et al., 1998 S.E. Dowd, S.D. Pillai, S. Wang, M.Y. Corapcioglu Delineating the specific influence of virus isoelectric point and size on virus adsorption and transport through sandy soils Appl. Environ. Microbiol., 64 (2) (1998), pp. 405-410Du et al., 2020 B. Du, Y. Gu, G. Chen, G. Wang, L. Liu Flagellar motility mediates early-stage biofilm formation in oligotrophic aquatic environment Ecotoxicol. Environ. Saf., 194 (2020), Article 110340Farkas et al., 2015 K. Farkas, A. Varsani, L. Pang Adsorption of Rotavirus, MS2 Bacteriophage and Surface-Modified Silica Nanoparticles to Hydrophobic Matter Food Environ. Virol., 7 (3) (2015), pp. 261-268Feldner et al., 1983 J. Feldner, W. Bredt, I. Kahane Influence of cell shape and surface charge on attachment of Mycoplasma pneumoniae to glass surfaces J. Bacteriol., 153 (1) (1983), pp. 1-5Feng et al., 2019 H.R. Feng, Y.F. Ruan, R.B. Wu, H.Y. Zhang, P.K.S. Lam Occurrence of disinfection by-products in sewage treatment plants and the marine environment in Hong Kong Ecotoxicol. Environ. Saf., 181 (2019), pp. 404-411Fernando et al., 1991 G. Fernando, P. Hernández, J. Burgos, B. Sanz, J. Ordóňez Extracellular proteinase from Enterococcus faecalis subsp. liquefaciens. II. Partial purification and some technological important properties Folia Microbiologica, 36 (5) (1991), pp. 429-436Flint et al., 2004 S.J. Flint, L. Enquist, V. Racaniello, A. Skalka Principles of virology: molecular biology, pathogenesis, and control of animal viruses (Second Edition), AMS Press (2004)Flury and Aramrak, 2017 M. Flury, S. Aramrak Role of air-water interfaces in colloid transport in porous media: A review Water Resour. Res., 53 (7) (2017), pp. 5247-5275Fong et al., 2007 T.-T. Fong, L.S. Mansfield, D.L. Wilson, D.J. Schwab, S.L. Molloy, J.B. Rose Massive microbiological groundwater contamination associated with a waterborne outbreak in Lake Erie, South Bass Island Ohio. Environ. Health Perspect., 115 (6) (2007), pp. 856-864Foppen et al., 2008 J.W. Foppen, Y. Liem, J. Schijven Effect of humic acid on the attachment of Escherichia coli in columns of goethite-coated sand Water Res., 42 (1) (2008), pp. 211-219Foppen et al., 2006 J.W.A. Foppen, S. Okletey, J.F. Schijven Effect of goethite coating and humic acid on the transport of bacteriophage PRD1 in columns of saturated sand J. Contam. Hydrol., 85 (3) (2006), pp. 287-301Foster and Chilton, 2004 S.S.D. Foster, P.J. Chilton Downstream of downtown: urban wastewater as groundwater recharge Hydrogeol. J., 12 (1) (2004), pp. 115-120Fout et al., 2017 G.S. Fout, M.A. Borchardt, B.A. Kieke, M.R. Karim Human virus and microbial indicator occurrence in public-supply groundwater systems: meta-analysis of 12 international studies Hydrogeol. J., 25 (4) (2017), pp. 903-919Fouz et al., 2020 N. Fouz, K.N.A. Pangesti, M. Yasir, A.L. Al-Malki, E.I. Azhar, G.A. Hill-Cawthorne, M. Abd El Ghany The Contribution of Wastewater to the Transmission of Antimicrobial Resistance in the Environment: Implications of Mass Gathering Settings Trop Med Infect Dis., 5 (1) (2020), p. 33Fumian et al., 2010 T.M. Fumian, J.P.G. Leite, A.A. Castello, A. Gaggero, M.S.L.D. Caillou, M.P. Miagostovich Detection of rotavirus A in sewage samples using multiplex qPCR and an evaluation of the ultracentrifugation and adsorption-elution methods for virus concentration J. Virol. Methods, 170 (1) (2010), pp. 42-46Gallardo-Moreno et al., 2003 A.M. Gallardo-Moreno, M.L. González-Martín, J.M. Bruque, C. Pérez-Giraldo, R. Sánchez-Silos, A.C. Gómez-García Influence of the growth medium, suspending liquid and measurement temperature on the physico-chemical surface properties of two enterococci strains J. Adhes. Sci. Technol., 17 (14) (2003), pp. 1877-1887Gargiulo et al., 2008 G. Gargiulo, S.A. Bradford, J. Simunek, P. Ustohal, H. Vereecken, E. Klumpp Bacteria Transport and Deposition under Unsaturated Flow Conditions: The Role of Water Content and Bacteria Surface Hydrophobicity Vadose Zone J., 7 (2) (2008), pp. 406-419Gasteiger et al., 2003 E. Gasteiger, A. Gattiker, C. Hoogland, I. Ivanyi, R.D. Appel, A. Bairoch ExPASy: the proteomics server for in-depth protein knowledge and analysis Nucleic Acids Res., 31 (13) (2003), pp. 3784-3788Gerba et al., 2017 C.P. Gerba, W.Q. Betancourt, M. Kitajima How much reduction of virus is needed for recycled water: A continuous changing need for assessment? Water Res., 108 (2017), pp. 25-31Ghanem et al., 2016 N. Ghanem, B. Kiesel, R. Kallies, H. Harms, A. Chatzinotas, L.Y. Wick Marine Phages As Tracers: Effects of Size, Morphology, and Physico-Chemical Surface Properties on Transport in a Porous Medium Environ. Sci. Technol., 50 (23) (2016), pp. 12816-12824Gharabaghi et al., 2015 B. Gharabaghi, A. Safadoust, A.A. Mahboubi, M.R. Mosaddeghi, A. Unc, B. Ahrens, G. Sayyad Temperature effect on the transport of bromide and E. coli NAR in saturated soils J. Hydrol., 522 (2015), pp. 418-427Gilbert et al., 1991 P. Gilbert, D.J. Evans, E. Evans, I.G. Duguid, M.R. Brown Surface characteristics and adhesion of Escherichia coli and Staphylococcus epidermidis J. Appl. Bacteriol., 71 (1) (1991), pp. 72-77Gitis et al., 2002 V. Gitis, A. Adin, A. Nasser, J. Gun, O. Lev Fluorescent dye labeled bacteriophages–a new tracer for the investigation of viral transport in porous media: 1 Introduction and characterization. Water Research, 36 (17) (2002), pp. 4227-4234Gomez-Suarez et al., 2001 C. Gomez-Suarez, H.J. Busscher, vander, Mei,, H.C. Analysis of Bacterial Detachment from Substratum Surfaces by the Passage of Air-Liquid Interfaces Appl. Environ. Microbiol., 67 (6) (2001), pp. 2531-2537Gordesli and Abu-Lail, 2012 F.P. Gordesli, N.I. Abu-Lail Combined Poisson and soft-particle DLVO analysis of the specific and nonspecific adhesion forces measured between L. monocytogenes grown at various temperatures and silicon nitride Environ. Sci. Technol., 46 (18) (2012), pp. 10089-10098Graciaa et al., 1995 A. Graciaa, G. Morel, P. Saulner, J. Lachaise, R. Schechter The ζ-potential of gas bubbles J. Colloid Interface Sci., 172 (1) (1995), pp. 131-136Gunawardhana et al., 2009 L. Gunawardhana, K. So, S. Masaki Seasonal Change of Groundwater Flow and its Effect on Temperature Distribution in Sendai Plain Advances in Water Resources and Hydraulic Engineering, 1 (6) (2009), pp. 193-198Gundy et al., 2009 P.M. Gundy, C.P. Gerba, I.L. Pepper Survival of Coronaviruses in Water and Wastewater Food Environ. Virol., 1 (1) (2009), pp. 10-14Han et al., 2006 J. Han, Y. Jin, C.S. Willson Virus retention and transport in chemically heterogeneous porous media under saturated and unsaturated flow conditions Environ. Sci. Technol., 40 (5) (2006), pp. 1547-1555Haramoto et al., 2005 E. Haramoto, H. Katayama, K. Oguma, S. Ohgaki Application of cation-coated filter method to detection of noroviruses, enteroviruses, adenoviruses, and torque teno viruses in the Tamagawa River in Japan Appl. Environ. Microbiol., 71 (5) (2005), pp. 2403-2411Haveman, 2002 S. Haveman Distribution of culturable microorganisms in Fennoscandian Shield groundwater FEMS Microbiol. Ecol., 39 (2) (2002), pp. 129-137Haznedaroglu et al., 2010 B.Z. Haznedaroglu, O. Zorlu, J.E. Hill, S.L. Walker Identifying the Role of Flagella in the Transport of Motile and NonmotileSalmonella entericaSerovars Environ. Sci. Technol., 44 (11) (2010), pp. 4184-4190He et al., 2014 Q. He, Q.-Q. Wu, H.-F. Ma, Z.-M. Zhou, B.-L. Yuan Effects of algae and kaolinite particles on the survival of bacteriophage MS2 Environ. Sci., 35 (8) (2014), pp. 3192-3197Hellmér et al., 2014 M. Hellmér, N. Paxéus, L. Magnius, L. Enache, B. Arnholm, A. Johansson, T. Bergström, H. Norder Detection of Pathogenic Viruses in Sewage Provided Early Warnings of Hepatitis A Virus and Norovirus Outbreaks Appl. Environ. Microbiol., 80 (21) (2014), pp. 6771-6781Henderson, 1997 I. Henderson Antigen 43, a phase-variable bipartite outer membrane protein, determines colony morphology and autoaggregation in Escherichia coli K-12., 149 (1) (1997), pp. 115-120Hynds et al., 2014 P.D. Hynds, M.K. Thomas, K.D.M. Pintar Contamination of Groundwater Systems in the US and Canada by Enteric Pathogens, 1990–2013: A Review and Pooled-Analysis PLoS ONE, 9 (5) (2014), Article e93301Jacobs et al., 2007 A. Jacobs, F. Lafolie, J.M. Herry, M. Debroux Kinetic adhesion of bacterial cells to sand: Cell surface properties and adhesion rate Colloids Surf. B, 59 (1) (2007), pp. 35-45Jiang and Bai, 2018 S.C. Jiang, B. Bai Influence of particle shape on the suspended particle transport and deposition in porous media Rock Soil Mech., 39 (6) (2018), pp. 2043-2051Jimenez-Zaragoza et al., 2018 M. Jimenez-Zaragoza, M.P.L. Yubero, E. Martin-Forero, J.R. Caston, D. Reguera, D. Luque, P.J. de Pablo, J.M. Rodriguez Biophysical properties of single rotavirus particles account for the functions of protein shells in a multilayered virus., eLife 7 (2018), Article e37295Jin and Flury, 2002 Y. Jin, M. Flury Fate and transport of viruses in porous media Adv. Adgron., 77 (2002), pp. 39-102Jin et al., 2000 Y. Jin, E. Pratt, M.V. Yates Effect of Mineral Colloids on Virus Transport through Saturated Sand Columns J. Environ. Qual., 29 (2) (2000), pp. 532-539Kamezawa et al., 1997 Y. Kamezawa, T. Nakahara, S. Nakano, Y. Abe, T. Isono Streptococcal mitogenic exotoxin Z, a novel acidic superantigenic toxin produced by a T1 strain of Streptococcus pyogenes Infect. Immun., 65 (9) (1997), pp. 3828-3833Kampf et al., 2020 G. Kampf, D. Todt, S. Pfaender, E. Steinmann Persistence of coronaviruses on inanimate surfaces and their inactivation with biocidal agents J. Hosp. Infect., 104 (3) (2020), pp. 246-251Kamrani et al., 2018 S. Kamrani, M. Rezaei, M. Kord, M. Baalousha Transport and retention of carbon dots (CDs) in saturated and unsaturated porous media: Role of ionic strength, pH, and collector grain size Water Res., 133 (2018), pp. 338-347Kang et al., 2006 Z.-H. Kang, L. Wang, G.-H. Zheng, Q. Zhou Capability of Cu2+ adsorption on cell surface of Pseudomonas putida 5–x Environ. Sci., 27 (5) (2006), pp. 965-971Kar et al., 2010 S. Kar, J.P. Maity, J.-S. Jean, C.-C. Liu, B. Nath, H.-J. Yang, J. Bundschuh Arsenic-enriched aquifers: Occurrences and mobilization of arsenic in groundwater of Ganges Delta Plain, Barasat, West Bengal India. Appl. Geochem., 25 (12) (2010), pp. 1805-1814Katzourakis and Chrysikopoulos, 2014 V.E. Katzourakis, C.V. Chrysikopoulos Mathematical modeling of colloid and virus cotransport in porous media: Application to experimental data Adv. Water Resour., 68 (2014), pp. 62-73Ke et al., 2020 Z.L. Ke, J.Q. Oton, K. Qu, M. Cortese, V. Zila, L. McKeane, T. Nakane, J. Zivanov, C.J. Neufeldt, B. Cerikan, J.M. Lu, J. Peukes, X.L. Xiong, H.G. Krausslich, S.H.W. Scheres, R. Bartenschlager, J.A.G. Briggs Structures and distributions of SARS-CoV-2 spike proteins on intact virions Nature, 588 (7838) (2020), pp. 498-502Kim et al., 2009 H.N. Kim, S.A. Bradford, S.L. Walker Escherichia coli O157:H7 Transport in Saturated Porous Media: Role of Solution Chemistry and Surface Macromolecules Environ. Sci. Technol., 43 (12) (2009), pp. 4340-4347Kim and Walker, 2009 H.N. Kim, S.L. Walker Escherichia coli transport in porous media: Influence of cell strain, solution chemistry, and temperature Colloids Surf. B, 71 (1) (2009), pp. 160-167Kim et al., 2008 M.-K. Kim, S.-B. Kim, S.-J. Park Bacteria transport in an unsaturated porous media: incorporation of air-water interface area model into transport modelling Hydrol. Process., 22 (13) (2008), pp. 2370-2376Klemm et al., 2003 P. Klemm, L. Hjerrild, M. Gjermansen, M.A. Schembri Structure-function analysis of the self-recognizing Antigen 43 autotransporter protein from Escherichia coli Mol. Microbiol., 51 (1) (2003), pp. 283-296Ko and Elimelech, 2000 C.H. Ko, M. Elimelech The 'shadow effect' in colloid transport and deposition dynamics in granular porous media: Measurements and mechanisms Environ. Sci. Technol., 34 (17) (2000), pp. 3681-3689Kokkinos et al., 2015 P. Kokkinos, V.I. Syngouna, M.A. Tselepi, M. Bellou, C.V. Chrysikopoulos, A. Vantarakis Transport of Human Adenoviruses in Water Saturated Laboratory Columns Food Environ. Virol., 7 (2) (2015), pp. 122-131Kortelainen and Karhu, 2009 N.M. Kortelainen, J.A. Karhu Geochemical and isotopic evolution of high-pH groundwater in a carbonate-bearing glacigenic aquifer SW Finland. Hydrol. Res., 40 (1) (2009), pp. 19-31Krishna Darbha et al., 2012 G. Krishna Darbha, C. Fischer, A. Michler, J. Luetzenkirchen, Schäfer,, T.,, Heberling,, F.,, Schild,, D. Deposition of latex colloids at rough mineral surfaces: An analogue study using nanopatterned surfaces Langmuir, 28 (16) (2012), pp. 6606-6617Kumar et al., 2020 M. Kumar, A.K. Thakur, P. Mazumder, K. Kuroda, S. Mohapatra, J. Rinklebe, A. Ramanathan, Z. Cetecioglu, S. Jain, V.K. Tyagi, P. Gikas, S. Chakraborty, M. Tahmidul Islam, A. Ahmad, A.V. Shah, A.K. Patel, T. Watanabe, M. Vithanage, K. Bibby, M. Kitajima, P. Bhattacharya Frontier review on the propensity and repercussion of SARS-CoV-2 migration to aquatic environment J. Hazard. Mater. Lett., 1 (2020), Article 100001Kvitsand and Fiksdal, 2010 H.M.L. Kvitsand, L. Fiksdal Waterborne disease in Norway: emphasizing outbreaks in groundwater systems Water Sci. Technol., 61 (3) (2010), pp. 563-571La Rosa et al., 2020 G. La Rosa, M. Iaconelli, P. Mancini, G. Bonanno Ferraro, C. Veneri, L. Bonadonna, L. Lucentini, E. Suffredini First detection of SARS-CoV-2 in untreated wastewaters in Italy Sci. Total Environ., 736 (2020), Article 139652Langlet et al., 2008 J. Langlet, F. Gaboriaud, C. Gantzer, J.F.L. Duval Impact of chemical and structural anisotropy on the electrophoretic mobility of spherical soft multilayer particles: The case of bacteriophage MS2 Biophys. J ., 94 (8) (2008), pp. 3293-3312Lee et al., 2011 H. Lee, M. Kim, J.E. Lee, M. Lim, M. Kim, J.-M. Kim, W.-H. Jheong, J. Kim, G. Ko Investigation of norovirus occurrence in groundwater in metropolitan Seoul Korea. Sci. Total Environ., 409 (11) (2011), pp. 2078-2084Li et al., 2021 P.Y. Li, L. Li, K.X. Yang, T.L. Zheng, J.X. Liu, Y.J. Wang Characteristics of microbial aerosol particles dispersed downwind from rural sanitation facilities: Size distribution, source tracking and exposure risk Environ. Res., 195 (2021), Article 110798Li, 2018 Li, S., 2018, Study on environmental behavior characteristics of viruses in vadose zone, Jilin University, Master Thesis. (in Chinese with English abstract).Li et al., 2020 T.T. Li, C.Y. Shen, S. Wu, C. Jin, S.A. Bradford Synergies of surface roughness and hydration on colloid detachment in saturated porous media: Column and atomic force microscopy studies Water Res., 183 (2020), Article 116068Liu et al., 2020 G.S. Liu, Z.D. Fang, H. Zhong, L.S. Shi, X. Yang, Z.F. Liu Transport of Pseudomonas aeruginosa in Porous Media Mediated by Low-Concentration Surfactants: The Critical Role of Surfactant to Change Cell Surface Hydrophobicity. Water Resour Res., 56 (2) (2020), Article e2019WR026103Liu et al., 2021a L.L. Liu, J.Y. Hu, Y.X. Hou, Z. Tao, Z.H. Chen, K. Chen Pit latrines may be a potential risk in rural China and low-income countries when dealing with COVID-19 Sci. Total Environ., 761 (2021), Article 143283Liu et al., 2010 Q. Liu, V. Lazouskaya, Q.X. He, Y. Jin Effect of Particle Shape on Colloid Retention and Release in Saturated Porous Media J. Environ. Qual., 39 (2) (2010), pp. 500-508Liu et al., 2007 Y. Liu, C.-H. Yang, J. Li Influence of Extracellular Polymeric Substances onPseudomonas aeruginosaTransport and Deposition Profiles in Porous Media Environ. Sci. Technol., 41 (1) (2007), pp. 198-205Liu et al., 2021b Y.N. Liu, Z.T. Lv, S.Y. Yang, X.W. Liu Optical Tracking of the Interfacial Dynamics of Single SARS-CoV-2 Pseudoviruses Environ. Sci. Technol., 55 (7) (2021), pp. 4115-4122Lu Ting, 2012 X.Q. Lu Ting Influence of alkaline environment on the hydrophobicity of starved Enterococcus faecalis J. South. Med. Univ., 32 (4) (2012), pp. 681-684Luo et al., 2020 X. Luo, X.Y. Xiang, Y.H. Yang, G.Y. Huang, K.D. Fu, R.X. Che, L.Q. Chen Seasonal effects of river flow on microbial community coalescence and diversity in a riverine network FEMS Microbiol. Ecol., 96 (8) (2020), p. fiaa132Lutterodt et al., 2009 G. Lutterodt, M. Basnet, J.W.A. Foppen, S. Uhlenbrook The effect of surface characteristics on the transport of multiple Escherichia coli isolates in large scale columns of quartz sand Water Res., 43 (3) (2009), pp. 595-604Lv et al., 2016 X.Y. Lv, B. Gao, Y.Y. Sun, S.N. Dong, J.C. Wu, B.L. Jiang, X.Q. Shi Effects of grain size and structural heterogeneity on the transport and retention of nano-TiO2 in saturated porous media Sci. Total Environ., 563 (2016), pp. 987-995Lytle et al., 1999 D.A. Lytle, E.W. Rice, C.H. Johnson, K.R. Fox Electrophoretic Mobilities of Escherichia coli O157:H7 and Wild-Type Escherichia coli Strains Appl. Environ. Microbiol., 65 (7) (1999), pp. 3222-3225Ma et al., 2020 H. Ma, C. Bolster, W.P. Johnson, K. Li, E. Pazmino, K.M. Camacho, A.C. Anselmo, S. Mitragotri Coupled influences of particle shape, surface property and flow hydrodynamics on rod-shaped colloid transport in porous media J. Colloid Interface Sci., 577 (2020), pp. 471-480Makowska et al., 2021 N. Makowska, K. Bresa, R. Koczura, A. Philips, K. Nowis, J. Mokracka Urban wastewater as a conduit for pathogenic Gram-positive bacteria and genes encoding resistance to beta-lactams and glycopeptides Sci. Total Environ., 765 (2021), Article 144176Marinova et al., 1996 K. Marinova, R. Alargova, N. Denkov, O. Velev, D. Petsev, I. Ivanov, R. Borwankar Charging of oil-water interfaces due to spontaneous adsorption of hydroxyl ions Langmuir, 12 (8) (1996), pp. 2045-2051McCarthy and McKay, 2004 J.F. McCarthy, L.D. McKay Colloid transport in the subsurface: Past, present, and future challenges Vadose Zone J., 3 (2) (2004), pp. 326-337McClaine and Ford, 2002 J.W. McClaine, R.M. Ford Characterizing the adhesion of motile and nonmotileEscherichia coli to a glass surface using a parallel-plate flow chamber Biotechnol. Bioeng., 78 (2) (2002), pp. 179-189Meinders et al., 1994 J.M. Meinders, H.C. van der Mei, H.J. Busscher Physicochemical Aspects of Deposition of Streptococcus thermophilus B to Hydrophobic and Hydrophilic Substrata in a Parallel Plate Flow Chamber J. Colloid Interface Sci., 164 (2) (1994), pp. 355-363Miao et al., 2015 R. Miao, L. Wang, N. Mi, Z. Gao, T. Liu, Y. Lv, X. Wang, X. Meng, Y. Yang Enhancement and Mitigation Mechanisms of Protein Fouling of Ultrafiltration Membranes under Different Ionic Strengths Environ. Sci. Technol., 49 (11) (2015), pp. 6574-6580K. Millsap, G. Reid, H.C. van der Mei, H.J. Busscher Displacement of Enterococcus faecalis from hydrophobic and hydrophilic substrata by Lactobacillus and Streptococcus spp. as studied in a parallel plate flow chamber Appl. Environ. Microbiol., 60 (6) (1994), pp. 1867-1874Mohanty and Boehm, 2014 S.K. Mohanty, A.B. Boehm Escherichia coli Removal in Biochar-Augmented Biofilter: Effect of Infiltration Rate, Initial Bacterial Concentration, Biochar Particle Size, and Presence of Compost Environ. Sci. Technol., 48 (19) (2014), pp. 11535-11542Mohanty et al., 2014 S.K. Mohanty, K.B. Cantrell, K.L. Nelson, A.B. Boehm Efficacy of biochar to remove Escherichia coli from stormwater under steady and intermittent flow Water Res., 61 (2014), pp. 288-296Morales et al., 2015 I. Morales, J.A. Amador, T. Boving Bacteria Transport in a Soil-Based Wastewater Treatment System under Simulated Operational and Climate Change Conditions J. Environ. Qual., 44 (5) (2015), pp. 1459-1472Morales et al., 2009 V.L. Morales, B. Gao, T.S. Steenhuis Grain Surface-Roughness Effects on Colloidal Retention in the Vadose Zone Vadose Zone J., 8 (1) (2009), pp. 11-20Morse et al., 2012 S.S. Morse, J.A.K. Mazet, M. Woolhouse, C.R. Parrish, D. Carroll, W.B. Karesh, C. Zambrana-Torrelio, W.I. Lipkin, P. Daszak Zoonoses 3 Prediction and prevention of the next pandemic zoonosis Lancet, 380 (9857) (2012), pp. 1956-1965Murphy, 1998 F.A. Murphy Emerging zoonoses Emerg. Infect. Dis., 4 (3) (1998), pp. 429-435Murphy et al., 2017 H.M. Murphy, M.D. Prioleau, M.A. Borchardt, P.D. Hynds Review: Epidemiological evidence of groundwater contribution to global enteric disease, 1948–2015 Hydrogeol. J., 25 (4) (2017), pp. 981-1001Nikaido, 2003 H. Nikaido Molecular basis of bacterial outer membrane permeability revisited Microbiol. Mol. Biol. Rev., 67 (4) (2003), pp. 593-656Nola et al., 2010 M. Nola, O.V.N. Ewoti, M. Nougang, M.L. Moungang, N.E. Chihib, F. Krier, P. Servais, J.P. Hornez, T. Njine Involvement of cell shape and flagella in the bacterial retention during percolation of contaminated water through soil columns in tropical region. J. Environ. Sci. Health Part A-Toxic/Hazard. Subst Environ. Eng., 45 (11) (2010), pp. 1297-1306Oh et al., 2007 Y.J. Oh, W. Jo, Y. Yang, S. Park Influence of culture conditions on Escherichia coli O157:H7 biofilm formation by atomic force microscopy Ultramicroscopy, 107 (10–11) (2007), pp. 869-874Oliveira et al., 2016 H. Oliveira, C. Santos, R. Paterson, N. Gusmão, N. Lima Fungi from a groundwater-fed drinking water supply system in Brazil Int. J. Env. Res. Public Health, 13 (3) (2016), p. 304Ong et al., 2020 S.W.X. Ong, Y.K. Tan, P.Y. Chia, T.H. Lee, O.T. Ng, M.S.Y. Wong, K. Marimuthu Air, Surface Environmental, and Personal Protective Equipment Contamination by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) From a Symptomatic Patient J. Am. Med. Assoc., 323 (16) (2020), pp. 1610-1612Panda et al., 2020 K.P. Panda, A. Upadhyay, M.K. Jha, S.P. Sharma Mapping of laterite zones using 2D electrical resistivity tomography survey in parts of Paschim Medinipur, West Bengal, India: An approach for artificial groundwater recharge J. Earth Syst. Sci., 129 (1) (2020), p. 119Pandey, 2020 L.M. Pandey Surface engineering of personal protective equipments (PPEs) to prevent the contagious infections of SARS-CoV-2 Surf. Eng., 36 (9) (2020), pp. 901-907Pandey et al., 2014 P.K. Pandey, P.H. Kass, M.L. Soupir, S. Biswas, V.P. Singh Contamination of water resources by pathogenic bacteria AMB Express, 4 (1) (2014), p. 51Pang et al., 2021 L. Pang, K. Farkas, S. Lin, J. Hewitt, A. Premaratne, M. Close Attenuation and transport of human enteric viruses and bacteriophage MS2 in alluvial sand and gravel aquifer media—laboratory studies Water Res., 196 (2021), Article 117051Pang et al., 2009 L. Pang, U. Nowostawska, J.N. Ryan, W.M. Williamson, G. Walshe, K.A. Hunter Modifying the Surface Charge of Pathogen-Sized Microspheres for Studying Pathogen Transport in Groundwater J. Environ. Qual., 38 (6) (2009), pp. 2210-2217Paul et al., 2021 D. Paul, P. Kolar, S.G. Hall A review of the impact of environmental factors on the fate and transport of coronaviruses in aqueous environments. npj Clean Water, 4 (1) (2021), p. 7Pelley and Tufenkji, 2008 A.J. Pelley, N. Tufenkji Effect of particle size and natural organic matter on the migration of nano- and microscale latex particles in saturated porous media J. Colloid Interface Sci., 321 (1) (2008), pp. 74-83Pennington, 2010 H. Pennington Escherichia coli O157 Lancet, 376 (9750) (2010), pp. 1428-1435Penrod et al., 1996 S.L. Penrod, T.M. Olson, S.B. Grant Deposition Kinetics of Two Viruses in Packed Beds of Quartz Granular Media Langmuir, 12 (23) (1996), pp. 5576-5587Pinon and Vialette, 2018 A. Pinon, M. Vialette Survival of Viruses in Water Intervirology, 61 (5) (2018), pp. 214-222Predelus et al., 2017 D. Predelus, L. Lassabatere, C. Louis, H. Gehan, T. Brichart, T. Winiarski, R. Angulo-Jaramillo Nanoparticle transport in water-unsaturated porous media: effects of solution ionic strength and flow rate J. Nanopart. Res., 19 (3) (2017), p. 104Qin, 2020 Qin, Y.Q., 2020. Mechanism of virus-colloid cotransport in saturated/unsaturated porous media. Master Thesis, Jilin University. (in Chinese with English abstract).Qin et al., 2020 Y.Q. Qin, Z. Wen, W.J. Zhang, J.F. Chai, D. Liu, S.Y. Wu Different roles of silica nanoparticles played in virus transport in saturated and unsaturated porous media Environ. Pollut., 259 (2020), Article 113861Randazzo et al., 2020 W. Randazzo, P. Truchado, E. Cuevas-Ferrando, P. Simon, A. Allende, G. Sanchez SARS-CoV-2 RNA in wastewater anticipated COVID-19 occurrence in a low prevalence area Water Res., 181 (2020), Article 115942Rashid and Pandit, 2017 M. Rashid, D. Pandit Determination of appropriate service quality attributes for household toilets in rural settlements of India based on user perception Environ. Dev. Sustainability, 19 (4) (2017), pp. 1381-1406Rasmuson et al., 2019 A. Rasmuson, K. VanNess, C.A. Ron, W.P. Johnson Hydrodynamic versus Surface Interaction Impacts of Roughness in Closing the Gap between Favorable and Unfavorable Colloid Transport Conditions Environ. Sci. Technol., 53 (5) (2019), pp. 2450-2459Rawlinson et al., 2011 L.-A.-B. Rawlinson, J.P. O’Gara, D.S. Jones, D.J. Brayden Resistance of Staphylococcus aureus to the cationic antimicrobial agent poly(2-(dimethylamino ethyl)methacrylate) (pDMAEMA) is influenced by cell-surface charge and hydrophobicity J. Med. Microbiol., 60 (7) (2011), pp. 968-976Redman and A., Grant and S., B. , 1997 J. Redman, A.,, Grant, and, S.,, B. Filtration of recombinant Norwalk virus particles and bacteriophage MS2 in quartz sand Environ. Sci. Technol., 31 (12) (1997), pp. 3378-3383Ren et al., 2018 L.Y. Ren, Z.N. Hong, Z.D. Liu, R.K. Xu ATR-FTIR investigation of mechanisms of Bacillus subtilis adhesion onto variable- and constant-charge soil colloids Colloid Surface B, 162 (2018), pp. 288-295Rhoden et al., 2021 K. Rhoden, J. Alonso, M. Carmona, M. Pham, A.N. Barnes Twenty years of waterborne and related disease reports in Florida, USA One Health, 13 (2021), Article 100294Rizzo et al., 2013 L. Rizzo, C. Manaia, C. Merlin, T. Schwartz, C. Dagot, M.C. Ploy, I. Michael, D. Fatta-Kassinos Urban wastewater treatment plants as hotspots for antibiotic resistant bacteria and genes spread into the environment: A review Sci. Total Environ., 447 (2013), pp. 345-360Robertson and Edberg, 1997 J.B. Robertson, S.C. Edberg Natural Protection of Spring and Well Drinking Water Against Surface Microbial Contamination I. Hydrogeological Parameters. Crit. Rev. Microbiol., 23 (2) (1997), pp. 143-178Rodrigues et al., 2006 L.R. Rodrigues, I.M. Banat, H.C. Mei, J.A. Teixeira, R. Oliveira Interference in adhesion of bacteria and yeasts isolated from explanted voice prostheses to silicone rubber by rhamnolipid biosurfactants J. Appl. Microbiol., 100 (3) (2006), pp. 470-480Rong et al., 2007 X.M. Rong, Q.Y. Huang, W.L. Chen Microcalorimetric investigation on the metabolic activity of Bacillus thuringiensis as influenced by kaolinite, montmorillonite and goethite Appl. Clay Sci., 38 (1–2) (2007), pp. 97-103Rong, 2008 Rong, X.M., 2008. Thermodynamic investigations on the interactions of bacteria with soil clay minerals, PhD Thesis, Huazhong Agricultural University (in Chinese with English abstract)Rutjes et al., 2005 S.A. Rutjes, R. Italiaander, H. van den Berg, W.J. Lodder, A.M.D. Husman Isolation and detection of enterovirus RNA from large-volume water samples by using the NucliSens miniMAG system and real-time nucleic acid sequence-based amplification Appl. Environ. Microbiol., 71 (7) (2005), pp. 3734-3740Signoretto et al., 2000 C. Signoretto, M. del Mar Lleo, M.C. Tafi, P. Canepari Cell Wall Chemical Composition of Enterococcus faecalis in the Viable but Nonculturable State Appl. Environ. Microbiol., 66 (2000), pp. 1953-1959Salerno et al., 2006 M.B. Salerno, M. Flamm, B.E. Logan, D. Velegol Transport of rodlike colloids through packed beds Environ. Sci. Technol., 40 (20) (2006), pp. 6336-6340Samandoulgou et al., 2015 I. Samandoulgou, R. Hammami, R.M. Rayas, I. Fliss, J. Jean Stability of Secondary and Tertiary Structures of Virus-Like Particles Representing Noroviruses: Effects of pH, Ionic Strength, and Temperature and Implications for Adhesion to Surfaces Appl. Environ. Microbiol., 81 (22) (2015), pp. 7680-7686Sarkar and Saha, 2020 M. Sarkar, S. Saha Structural insight into the role of novel SARS-CoV-2 E protein: A potential target for vaccine development and other therapeutic strategies PLoS ONE, 15 (8) (2020), Article e0237300Sasidharan et al., 2017a S. Sasidharan, S.A. Bradford, S. Torkzaban, X. Ye, J. Vanderzalm, X. Du, D. Page Unraveling the complexities of the velocity dependency of E. coli retention and release parameters in saturated porous media Sci. Total Environ., 603–604 (2017), pp. 406-415Sasidharan et al., 2017b S. Sasidharan, S. Torkzaban, S.A. Bradford, P.G. Cook, V.V.S.R. Gupta Temperature dependency of virus and nanoparticle transport and retention in saturated porous media J. Contam. Hydrol., 196 (2017), pp. 10-20Sasidharan et al., 2016 S. Sasidharan, S. Torkzaban, S.A. Bradford, R. Kookana, D. Page, P.G. Cook Transport and retention of bacteria and viruses in biochar-amended sand Sci. Total Environ., 548–549 (2016), pp. 100-109Scheller et al., 2020 C. Scheller, F. Krebs, R. Minkner, I. Astner, M. Gil-Moles, H. Wätzig Physicochemical properties of SARS-CoV-2 for drug targeting, virus inactivation and attenuation, vaccine formulation and quality control Electrophoresis, 41 (13–14) (2020), pp. 1137-1151Schijven and Hassanizadeh, 2000 J.F. Schijven, S.M. Hassanizadeh Removal of Viruses by Soil Passage: Overview of Modeling, Processes, and Parameters Crit. Rev. Env. Sci. Technol., 30 (1) (2000), pp. 49-127Schinner et al., 2010 T. Schinner, A. Letzner, S. Liedtke, F.D. Castro, I.A. Eydelnant, N. Tufenkji Transport of selected bacterial pathogens in agricultural soil and quartz sand Water Res., 44 (4) (2010), pp. 1182-1192Schulze-Makuch et al., 2003 D. Schulze-Makuch, H.D. Guan, S.D. Pillai Effects of pH and geological medium on bacteriophage MS2 transport in a model aquifer Geomicrobiol J., 20 (1) (2003), pp. 73-84Seymour et al., 2013 M.B. Seymour, G.X. Chen, C.M. Su, Y.S. Li Transport and Retention of Colloids in Porous Media: Does Shape Really Matter? Environ. Sci. Technol., 47 (15) (2013), pp. 8391-8398Shellenberger and Logan, 2002 K. Shellenberger, B.E. Logan Effect of Molecular Scale Roughness of Glass Beads on Colloidal and Bacterial Deposition Environ. Sci. Technol., 36 (2) (2002), pp. 184-189Shen et al., 2020 C.Y. Shen, Y. Jin, J. Zhuang, T.T. Li, B.S. Xing Role and importance of surface heterogeneities in transport of particles in saturated porous media Crit. Rev. Env. Sci. Technol., 50 (3) (2020), pp. 244-329Shen and Bradford, 2021 C.Y. Shen, S.A. Bradford Why Are Viruses Spiked? Msphere, 6 (1) (2021), pp. e01339-01320Shen et al., 2018 C.Y. Shen, S.A. Bradford, T.T. Li, B.G. Li, Y.F. Huang Can nanoscale surface charge heterogeneity really explain colloid detachment from primary minima upon reduction of solution ionic strength? J. Nanopart. Res., 20 (6) (2018), pp. 1-18Shen et al., 2012 C.Y. Shen, F. Wang, B.G. Li, Y. Jin, L.P. Wang, Y.F. Huang Application of DLVO Energy Map To Evaluate Interactions between Spherical Colloids and Rough Surfaces Langmuir, 28 (41) (2012), pp. 14681-14692Shen et al., 2014 C.Y. Shen, L. Wu, S.W. Zhang, H.C. Ye, B.G. Li, Y.F. Huang Heteroaggregation of microparticles with nanoparticles changes the chemical reversibility of the microparticles' attachment to planar surfaces J. Colloid Interface Sci., 421 (2014), pp. 103-113Sherchan et al., 2020 S.P. Sherchan, S. Shahin, L.M. Ward, S. Tandukar, M. Kitajima First detection of SARS-CoV-2 RNA in wastewater in North America: A study in Louisiana, USA Sci. Total Environ., 743 (2020), Article 140621Shields and Farrah, 1983 P.A. Shields, S.R. Farrah Influence of salts on electrostatic interactions between poliovirus and membrane filters Appl. Environ. Microbiol., 45 (2) (1983), pp. 526-531Shields, 1986 P.A. Shields Factors influencing virus adsorption to solids University of Florida, Gainesville (1986) Ph.D. thesisShin et al., 2019 H. Shin, H. Park, D.J. Seo, S. Jung, D. Yeo, Z. Wang, K.H. Park, C. Choi Foodborne Viruses Detected Sporadically in the Fresh Produce and Its Production Environment in South Korea Foodborne Pathog. Dis., 16 (6) (2019), pp. 411-420Sinton et al., 2010 L.W. Sinton, M.L. Mackenzie, N. Karki, R.R. Braithwaite, C.H. Hall, M.J. Flintoft Transport of Escherichia coli and F-RNA bacteriophages in a 5 m column of saturated pea gravel J. Contam. Hydrol., 117 (1) (2010), pp. 71-81Sirivithayapakorn and Keller, 2003 S. Sirivithayapakorn, A. Keller Transport of colloids in unsaturated porous media: A pore-scale observation of processes during the dissolution of air-water interface Water Resour. Res., 39 (12) (2003), p. 1346Sosnowski, 2021 T.R. Sosnowski Inhaled aerosols: their role in COVID-19 transmission including biophysical interactions in the lungs Curr. Opin. Colloid Interface Sci. (2021), p. 101451Sun et al., 2020 J. Sun, A.R. Zhu, H.Y. Li, K. Zheng, Z. Zhuang, Z. Chen, Y.X. Shi, Z.Y. Zhang, S.-B. Chen, X.S. Liu, J. Dai, X.B. Li, S.X. Huang, X.F. Huang, L. Luo, L.Y. Wen, J.F. Zhuo, Y.M. Li, Y.Q. Wang, L. Zhang, Y.J. Zhang, F. Li, L.Q. Feng, X.W. Chen, N.S. Zhong, Z.F. Yang, J.C. Huang, J.C. Zhao, Y.-M. Li Isolation of infectious SARS-CoV-2 from urine of a COVID-19 patient Emerging Microbes Infect., 9 (1) (2020), pp. 991-993Syngouna and Chrysikopoulos, 2016 V.I. Syngouna, C.V. Chrysikopoulos Cotransport of clay colloids and viruses through water-saturated vertically oriented columns packed with glass beads: Gravity effects Sci. Total Environ., 545 (2016), pp. 210-218Syngouna et al., 2017 V.I. Syngouna, C.V. Chrysikopoulos, P. Kokkinos, M.A. Tselepi, A. Vantarakis Cotransport of human adenoviruses with clay colloids and TiO2 nanoparticles in saturated porous media: Effect of flow velocity Sci. Total Environ., 598 (2017), pp. 160-167Tong et al., 2010a M.P. Tong, J.L. Ding, Y. Shen, P.T. Zhu Influence of biofilm on the transport of fullerene (C60) nanoparticles in porous media Water Res., 44 (4) (2010), pp. 1094-1103Tong et al., 2010b M.P. Tong, G.Y. Long, X.J. Jiang, H.N. Kim Contribution of Extracellular Polymeric Substances on Representative Gram Negative and Gram Positive Bacterial Deposition in Porous Media Environ. Sci. Technol., 44 (7) (2010), pp. 2393-2399Torkzaban and Bradford, 2016 S. Torkzaban, S.A. Bradford Critical role of surface roughness on colloid retention and release in porous media Water Res., 88 (2016), pp. 274-284Torkzaban et al., 2015 S. Torkzaban, S.A. Bradford, J.L. Vanderzalm, B.M. Patterson, B. Harris, H. Prommer Colloid release and clogging in porous media: Effects of solution ionic strength and flow velocity J. Contam. Hydrol., 181 (2015), pp. 161-171Torkzaban et al., 2006 S. Torkzaban, S. Hassanizadeh, J. Schijven, H. De Bruin, A. de Roda Husman Virus transport in saturated and unsaturated sand columns Vadose Zone J., 5 (3) (2006), pp. 877-885Torkzaban et al., 2019 S. Torkzaban, M. Hocking, S.A. Bradford, S.S. Tazehkand, S. Sasidharan, J. Šimůnek Modeling Virus Transport and Removal during Storage and Recovery in Heterogeneous Aquifers J. Hydrol., 578 (2019), Article 124082Tsuneda et al., 2003 S. Tsuneda, H. Aikawa, H. Hayashi, A. Yuasa, A. Hirata Extracellular polymeric substances responsible for bacterial adhesion onto solid surface FEMS Microbiol. Lett., 223 (2) (2003), pp. 287-292Tufenkji, 2007 N. Tufenkji Colloid and Microbe Migration in Granular Environments: A Discussion of Modelling Methods, In Colloidal transport in porous media Colloidal Transport in Porous Media (2007), pp. 119-142Van Loosdrecht et al., 1987 M.C. Van Loosdrecht, J. Lyklema, W. Norde, G. Schraa, A.J. Zehnder Electrophoretic mobility and hydrophobicity as a measured to predict the initial steps of bacterial adhesion Appl. Environ. Microbiol., 53 (8) (1987), pp. 1898-1901Vanderzalm et al., 2010 J.L. Vanderzalm, D.W. Page, K.E. Barry, P.J. Dillon A comparison of the geochemical response to different managed aquifer recharge operations for injection of urban stormwater in a carbonate aquifer Appl. Geochem., 25 (9) (2010), pp. 1350-1360Walker et al., 2004 S.L. Walker, J.A. Redman, M. Elimelech Role of Cell Surface Lipopolysaccharides inEscherichia coliK12 Adhesion and Transport Langmuir, 20 (18) (2004), pp. 7736-7746Walshe et al., 2010 G.E. Walshe, L. Pang, M. Flury, M.E. Close, M. Flintoft Effects of pH, ionic strength, dissolved organic matter, and flow rate on the co-transport of MS2 bacteriophages with kaolinite in gravel aquifer media Water Res., 44 (4) (2010), pp. 1255-1269Wan and Tokunaga, 2002 J. Wan, T.K. Tokunaga Partitioning of clay colloids at air–water interfaces J. Colloid Interface Sci., 247 (1) (2002), pp. 54-61Wang et al., 2011 L.X. Wang, S.P. Xu, J. Li Effects of Phosphate on the Transport of Escherichia coli O157:H7 in Saturated Quartz Sand Environ. Sci. Technol., 45 (22) (2011), pp. 9566-9573Wang et al., 2008 Y.Y. Wang, F. Hammes, M. Duggelin, T. Egli Influence of size, shape, and flexibility on bacterial passage through micropore membrane filters Environ. Sci. Technol., 42 (17) (2008), pp. 6749-6754Wardlaw et al., 2010 T. Wardlaw, P. Salama, C. Brocklehurst, M. Chopra, E. Mason Diarrhoea: why children are still dying and what can be done Lancet, 375 (9718) (2010), pp. 870-872Weidhaas et al., 2014 J. Weidhaas, E. Garner, T. Basden, V.J. Harwood Run-off studies demonstrate parallel transport behaviour for a marker of poultry fecal contamination and Staphylococcus aureus J. Appl. Microbiol., 117 (2) (2014), pp. 417-429Weiss et al., 1995 T.H. Weiss, A.L. Mills, G.M. Hornberger, J.S. Herman Effect of Bacterial Cell Shape on Transport of Bacteria in Porous Media Environ. Sci. Technol., 29 (7) (1995), pp. 1737-1740Weststrate et al., 2019 J. Weststrate, G. Dijkstra, J. Eshuis, A. Gianoli, M. Rusca The Sustainable Development Goal on Water and Sanitation: Learning from the Millennium Development Goals Soc. Indic. Res., 143 (2) (2019), pp. 795-810White et al., 2021 K. White, S. Dickson-Anderson, A. Majury, K. McDermott, P. Hynds, R.S. Brown, C. Schuster-Wallace Exploration of E. coli contamination drivers in private drinking water wells: An application of machine learning to a large, multivariable, geo-spatio-temporal dataset Water Res., 197 (2021), Article 117089Whitehead and McCue, 2010 K. Whitehead, K.A. McCue Virucidal efficacy of disinfectant actives against feline calicivirus, a surrogate for norovirus, in a short contact time Am. J. Infect. Control, 38 (1) (2010), pp. 26-30Widdowson et al., 2005 M.A. Widdowson, S.S. Monroe, R.I. Glass Are noroviruses emerging? Emerg. Infect. Dis., 11 (5) (2005), pp. 735-737Wolfe et al., 2017 M.K. Wolfe, K. Gallandat, K. Daniels, A.M. Desmarais, P. Scheinman, D. Lantagne Handwashing and Ebola virus disease outbreaks: A randomized comparison of soap, hand sanitizer, and 0.05% chlorine solutions on the inactivation and removal of model organisms Phi6 and E-coli from hands and persistence in rinse water PLoS ONE, 12 (2) (2017), Article e0172734Wong et al., 2014 K. Wong, D. Bouchard, M. Molina Relative transport of human adenovirus and MS2 in porous media. Colloids Surf B, 122 (2014), pp. 778-784Wu et al., 2020 C.R. Wu, Y. Liu, Y.Y. Yang, P. Zhang, W. Zhong, Y.L. Wang, Q.Q. Wang, Y. Xu, M.X. Li, X.Z. Li, M.Z. Zheng, L.X. Chen, H. Li Analysis of therapeutic targets for SARS-CoV-2 and discovery of potential drugs by computational methods Acta Pharm. Sin. B, 10 (5) (2020), pp. 766-788Wu et al., 2019 G. Wu, J. Yang, H.C. Jiang, Y.M. Deng, G. Lear Distribution of potentially pathogenic bacteria in the groundwater of the Jianghan Plain, central China Int. Biodeterior. Biodegrad., 143 (2019), Article 104711Wu, 2021 S. Wu Study on environmental behavior characteristics of Escherichia coli O157:H7 in the porous media in the presence of composite colloid Jilin University (in Chinese with English abstract) (2021)Xu and Logan, 2006 L.-C. Xu, B.E. Logan Adhesion forces between functionalized latex microspheres and protein-coated surfaces evaluated using colloid probe atomic force microscopy Colloids Surf. B, 48 (1) (2006), pp. 84-94Xu et al., 2005 L.-C. Xu, V. Vadillo-Rodriguez, B.E. Logan Residence Time, Loading Force, pH, and Ionic Strength Affect Adhesion Forces between Colloids and Biopolymer-Coated Surfaces Langmuir, 21 (16) (2005), pp. 7491-7500Yan et al., 2020 L.J. Yan, M. Herrmann, B. Kampe, R. Lehmann, K.U. Totsche, K. Kusel Environmental selection shapes the formation of near-surface groundwater microbiomes Water Res., 170 (2020), Article 115341Yang et al., 2016 H.Y. Yang, Z. Ge, D. Wu, M.P. Tong, J.R. Ni Cotransport of bacteria with hematite in porous media: Effects of ion valence and humic acid Water Res., 88 (2016), pp. 586-594Yang et al., 2012a H.Y. Yang, H. Kim, M.P. Tong Influence of humic acid on the transport behavior of bacteria in quartz sand Colloids Surf. B, 91 (2012), pp. 122-129Yang et al., 2012b H.Y. Yang, M.P. Tong, H. Kim Influence of Bentonite Particles on Representative Gram Negative and Gram Positive Bacterial Deposition in Porous Media Environ. Sci. Technol., 46 (21) (2012), pp. 11627-11634Yates et al., 1985 M.V. Yates, C.P. Gerba, L.M. Kelley Virus persistence in groundwater Appl. Environ. Microbiol., 49 (4) (1985), pp. 778-781Ye et al., 2016 Y. Ye, R.M. Ellenberg, K.E. Graham, K.R. Wigginton Survivability, Partitioning, and Recovery of Enveloped Viruses in Untreated Municipal Wastewater Environ. Sci. Technol., 50 (10) (2016), pp. 5077-5085Yu, 2016 Yu, X.P., 2016. Study on Viruses Transportation though Saturated Porous Media under Managed Groundwater Recharge Condition. Master Thesis, Jilin University (in Chinese with English abstract).Zeraik and Nitschke, 2010 A.E. Zeraik, M. Nitschke Biosurfactants as agents to reduce adhesion of pathogenic bacteria to polystyrene surfaces: effect of temperature and hydrophobicity Curr. Microbiol., 61 (6) (2010), pp. 554-559Zhang et al., 2020 D.Y. Zhang, H.B. Ling, X. Huang, J. Li, W.W. Li, C. Yi, T. Zhang, Y.Z. Jiang, Y.N. He, S.Q. Deng, X. Zhang, X.Z. Wang, Y. Liu, G.H. Li, J.H. Qu Potential spreading risks and disinfection challenges of medical wastewater by the presence of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) viral RNA in septic tanks of Fangcang Hospital Sci. Total Environ., 741 (2020), Article 140445Zhang et al., 2021a D.Y. Zhang, Y.F. Yang, M. Li, Y. Lu, Y. Liu, J.K. Jiang, R.P. Liu, J.G. Liu, X. Huang, G.H. Li, J.H. Qu Ecological Barrier Deterioration Driven by Human Activities Poses Fatal Threats to Public Health due to Emerging Infectious Diseases Eng. (2021), 10.1016/j.eng.2020.1011.1002Zhang et al., 2021b D.Y. Zhang, X. Zhang, Y.F. Yang, X. Huang, J.K. Jiang, M. Li, H.B. Ling, J. Li, Y. Liu, G.H. Li, W.W. Li, C. Yi, T. Zhang, Y.Z. Jiang, Y. Xiong, Z.Y. Hu, X.Z. Wang, S.Q. Deng, P. Zhao, J.H. Qu SARS-CoV-2 spillover into hospital outdoor environments J. Hazard. Mater. Lett., 2 (2021), Article 100027Zhang et al., 2021c D.Y. Zhang, X.L. Zhang, R. Ma, S.Q. Deng, X.Z. Wang, X.Q. Wang, X. Zhang, X. Huang, Y. Liu, G.H. Li, J.H. Qu, Y. Zhu, J.Y. Li Ultra-fast and onsite interrogation of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in waters via surface enhanced Raman scattering (SERS) Water Res., 200 (2021), p. 117243Zhang et al., 2010 H. Zhang, J. Zhang, B. Zhao, C. Zhang Removal of bacteriophages MS2 and phiX174 from aqueous solutions using a red soil J. Hazard. Mater., 180 (1–3) (2010), pp. 640-647Zhang et al., 2021d M. Zhang, S. Ghosh, M. Kumar, M. Santiana, C.K.E. Bleck, N. Chaimongkol, N. Altan-Bonnet, D. Shuai Emerging Pathogenic Unit of Vesicle-Cloaked Murine Norovirus Clusters is Resistant to Environmental Stresses and UV254 Disinfection Environ. Sci. Technol. (2021), pp. 6197-6205Zhu et al., 2020 N. Zhu, D. Zhang, W. Wang, X. Li, B. Yang, J. Song, X. Zhao, B. Huang, W. Shi, R. Lu, P. Niu, F. Zhan, X. Ma, D. Wang, W. Xu, G. Wu, G.F. Gao, W. Tan A Novel Coronavirus from Patients with Pneumonia in China, 2019 New Engl. J. Med., 382 (8) (2020), pp. 727-733Zhang et al., 2021e W.J. Zhang, S.Y. Wu, Y.Q. Qin, S. Li, L.C. Lei, S.M. Sun, Y.S. Yang Deposition and mobilization of viruses in unsaturated porous media: Roles of different interfaces and straining Environ. Pollut., 270 (2021), Article 116072Zhang et al., 2018 W.J. Zhang, S. Li, S. Wang, L.C. Lei, X.P. Yu, T.Y. Ma Transport of Escherichia coli phage through saturated porous media considering managed aquifer recharge Environ. Sci. Pollut. Res., 25 (7) (2018), pp. 6497-6513Zhao et al., 2014 W.Q. Zhao, S.L. Walker, Q.Y. Huang, P. Cai Adhesion of bacterial pathogens to soil colloidal particles: Influences of cell type, natural organic matter, and solution chemistry Water Res., 53 (2014), pp. 35-46Zhong et al., 2015 H. Zhong, Y.B. Jiang, G.M. Zeng, Z.F. Liu, L.X. Liu, Y. Liu, X. Yang, M.Y. Lai, Y.B. He Effect of low-concentration rhamnolipid on adsorption of Pseudomonas aeruginosa ATCC 9027 on hydrophilic and hydrophobic surfaces J. Hazard. Mater., 285 (2015), pp. 383-388Zhuang and Jin, 2003a J. Zhuang, Y. Jin Virus retention and transport as influenced by different forms of soil organic matter J. Environ. Qual., 32 (3) (2003), pp. 816-823Zhuang and Jin, 2003b J. Zhuang, Y. Jin Virus retention and transport through Al-oxide coated sand columns: effects of ionic strength and composition J. Contam. Hydrol., 60 (3–4) (2003), pp. 193-209Zimmerman et al., 2020 A.E. Zimmerman, C. Howard-Varona, D.M. Needham, S.G. John, A.Z. Worden, M.B. Sullivan, J.R. Waldbauer, M.L. Coleman Metabolic and biogeochemical consequences of viral infection in aquatic ecosystems Nat. Rev. Microbiol., 18 (1) (2020), pp. 21-34Zmantar et al., 2011 T. Zmantar, F. Bettaieb, K. Chaieb, B. Ezzili, L. Mora-Ponsonnet, A. Othmane, N. Jaffrezic, A. Bakhrouf Atomic force microscopy and hydrodynamic characterization of the adhesion of staphylococcus aureus to hydrophilic and hydrophobic substrata at different pH values World J. Microbiol. Biotechnol., 27 (4) (2011), pp. 887-89616113PathogensVirusesSARS-CoV-2Subsurface systemMigrationPublicationORIGINALPhysiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system. What we know or not.pdfPhysiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system. What we know or not.pdfapplication/pdf1600528https://repositorio.cuc.edu.co/bitstreams/31383110-8c2b-466c-be75-af1b6e30fec1/download704fd2996f71af9c489119baf7f3815eMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-83196https://repositorio.cuc.edu.co/bitstreams/3b040b45-5989-4834-929b-406a638e374a/downloade30e9215131d99561d40d6b0abbe9badMD52TEXTPhysiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system. What we know or not.pdf.txtPhysiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system. What we know or not.pdf.txttext/plain115446https://repositorio.cuc.edu.co/bitstreams/7a329dc4-4871-4db9-8a82-a83e612f716d/download67cbffdc637a5a056103ebdda26fc9c1MD53THUMBNAILPhysiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system. What we know or not.pdf.jpgPhysiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system. What we know or not.pdf.jpgimage/jpeg16908https://repositorio.cuc.edu.co/bitstreams/5da0ca59-8001-43bb-b916-ac21adf40b2c/download362ac4ef958f7640d01c64b860f18743MD5411323/9210oai:repositorio.cuc.edu.co:11323/92102024-09-16 16:46:02.186https://creativecommons.org/licenses/by-nc-nd/4.0/© 2021 China University of Geosciences (Beijing) and Peking University. Production and hosting by Elsevier B.V.open.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa CUCrepdigital@cuc.edu.coQXV0b3Jpem8gKGF1dG9yaXphbW9zKSBhIGxhIEJpYmxpb3RlY2EgZGUgbGEgSW5zdGl0dWNpw7NuIHBhcmEgcXVlIGluY2x1eWEgdW5hIGNvcGlhLCBpbmRleGUgeSBkaXZ1bGd1ZSBlbiBlbCBSZXBvc2l0b3JpbyBJbnN0aXR1Y2lvbmFsLCBsYSBvYnJhIG1lbmNpb25hZGEgY29uIGVsIGZpbiBkZSBmYWNpbGl0YXIgbG9zIHByb2Nlc29zIGRlIHZpc2liaWxpZGFkIGUgaW1wYWN0byBkZSBsYSBtaXNtYSwgY29uZm9ybWUgYSBsb3MgZGVyZWNob3MgcGF0cmltb25pYWxlcyBxdWUgbWUobm9zKSBjb3JyZXNwb25kZShuKSB5IHF1ZSBpbmNsdXllbjogbGEgcmVwcm9kdWNjacOzbiwgY29tdW5pY2FjacOzbiBww7pibGljYSwgZGlzdHJpYnVjacOzbiBhbCBww7pibGljbywgdHJhbnNmb3JtYWNpw7NuLCBkZSBjb25mb3JtaWRhZCBjb24gbGEgbm9ybWF0aXZpZGFkIHZpZ2VudGUgc29icmUgZGVyZWNob3MgZGUgYXV0b3IgeSBkZXJlY2hvcyBjb25leG9zIHJlZmVyaWRvcyBlbiBhcnQuIDIsIDEyLCAzMCAobW9kaWZpY2FkbyBwb3IgZWwgYXJ0IDUgZGUgbGEgbGV5IDE1MjAvMjAxMiksIHkgNzIgZGUgbGEgbGV5IDIzIGRlIGRlIDE5ODIsIExleSA0NCBkZSAxOTkzLCBhcnQuIDQgeSAxMSBEZWNpc2nDs24gQW5kaW5hIDM1MSBkZSAxOTkzIGFydC4gMTEsIERlY3JldG8gNDYwIGRlIDE5OTUsIENpcmN1bGFyIE5vIDA2LzIwMDIgZGUgbGEgRGlyZWNjacOzbiBOYWNpb25hbCBkZSBEZXJlY2hvcyBkZSBhdXRvciwgYXJ0LiAxNSBMZXkgMTUyMCBkZSAyMDEyLCBsYSBMZXkgMTkxNSBkZSAyMDE4IHkgZGVtw6FzIG5vcm1hcyBzb2JyZSBsYSBtYXRlcmlhLg0KDQpBbCByZXNwZWN0byBjb21vIEF1dG9yKGVzKSBtYW5pZmVzdGFtb3MgY29ub2NlciBxdWU6DQoNCi0gTGEgYXV0b3JpemFjacOzbiBlcyBkZSBjYXLDoWN0ZXIgbm8gZXhjbHVzaXZhIHkgbGltaXRhZGEsIGVzdG8gaW1wbGljYSBxdWUgbGEgbGljZW5jaWEgdGllbmUgdW5hIHZpZ2VuY2lhLCBxdWUgbm8gZXMgcGVycGV0dWEgeSBxdWUgZWwgYXV0b3IgcHVlZGUgcHVibGljYXIgbyBkaWZ1bmRpciBzdSBvYnJhIGVuIGN1YWxxdWllciBvdHJvIG1lZGlvLCBhc8OtIGNvbW8gbGxldmFyIGEgY2FibyBjdWFscXVpZXIgdGlwbyBkZSBhY2Npw7NuIHNvYnJlIGVsIGRvY3VtZW50by4NCg0KLSBMYSBhdXRvcml6YWNpw7NuIHRlbmRyw6EgdW5hIHZpZ2VuY2lhIGRlIGNpbmNvIGHDsW9zIGEgcGFydGlyIGRlbCBtb21lbnRvIGRlIGxhIGluY2x1c2nDs24gZGUgbGEgb2JyYSBlbiBlbCByZXBvc2l0b3JpbywgcHJvcnJvZ2FibGUgaW5kZWZpbmlkYW1lbnRlIHBvciBlbCB0aWVtcG8gZGUgZHVyYWNpw7NuIGRlIGxvcyBkZXJlY2hvcyBwYXRyaW1vbmlhbGVzIGRlbCBhdXRvciB5IHBvZHLDoSBkYXJzZSBwb3IgdGVybWluYWRhIHVuYSB2ZXogZWwgYXV0b3IgbG8gbWFuaWZpZXN0ZSBwb3IgZXNjcml0byBhIGxhIGluc3RpdHVjacOzbiwgY29uIGxhIHNhbHZlZGFkIGRlIHF1ZSBsYSBvYnJhIGVzIGRpZnVuZGlkYSBnbG9iYWxtZW50ZSB5IGNvc2VjaGFkYSBwb3IgZGlmZXJlbnRlcyBidXNjYWRvcmVzIHkvbyByZXBvc2l0b3Jpb3MgZW4gSW50ZXJuZXQgbG8gcXVlIG5vIGdhcmFudGl6YSBxdWUgbGEgb2JyYSBwdWVkYSBzZXIgcmV0aXJhZGEgZGUgbWFuZXJhIGlubWVkaWF0YSBkZSBvdHJvcyBzaXN0ZW1hcyBkZSBpbmZvcm1hY2nDs24gZW4gbG9zIHF1ZSBzZSBoYXlhIGluZGV4YWRvLCBkaWZlcmVudGVzIGFsIHJlcG9zaXRvcmlvIGluc3RpdHVjaW9uYWwgZGUgbGEgSW5zdGl0dWNpw7NuLCBkZSBtYW5lcmEgcXVlIGVsIGF1dG9yKHJlcykgdGVuZHLDoW4gcXVlIHNvbGljaXRhciBsYSByZXRpcmFkYSBkZSBzdSBvYnJhIGRpcmVjdGFtZW50ZSBhIG90cm9zIHNpc3RlbWFzIGRlIGluZm9ybWFjacOzbiBkaXN0aW50b3MgYWwgZGUgbGEgSW5zdGl0dWNpw7NuIHNpIGRlc2VhIHF1ZSBzdSBvYnJhIHNlYSByZXRpcmFkYSBkZSBpbm1lZGlhdG8uDQoNCi0gTGEgYXV0b3JpemFjacOzbiBkZSBwdWJsaWNhY2nDs24gY29tcHJlbmRlIGVsIGZvcm1hdG8gb3JpZ2luYWwgZGUgbGEgb2JyYSB5IHRvZG9zIGxvcyBkZW3DoXMgcXVlIHNlIHJlcXVpZXJhIHBhcmEgc3UgcHVibGljYWNpw7NuIGVuIGVsIHJlcG9zaXRvcmlvLiBJZ3VhbG1lbnRlLCBsYSBhdXRvcml6YWNpw7NuIHBlcm1pdGUgYSBsYSBpbnN0aXR1Y2nDs24gZWwgY2FtYmlvIGRlIHNvcG9ydGUgZGUgbGEgb2JyYSBjb24gZmluZXMgZGUgcHJlc2VydmFjacOzbiAoaW1wcmVzbywgZWxlY3Ryw7NuaWNvLCBkaWdpdGFsLCBJbnRlcm5ldCwgaW50cmFuZXQsIG8gY3VhbHF1aWVyIG90cm8gZm9ybWF0byBjb25vY2lkbyBvIHBvciBjb25vY2VyKS4NCg0KLSBMYSBhdXRvcml6YWNpw7NuIGVzIGdyYXR1aXRhIHkgc2UgcmVudW5jaWEgYSByZWNpYmlyIGN1YWxxdWllciByZW11bmVyYWNpw7NuIHBvciBsb3MgdXNvcyBkZSBsYSBvYnJhLCBkZSBhY3VlcmRvIGNvbiBsYSBsaWNlbmNpYSBlc3RhYmxlY2lkYSBlbiBlc3RhIGF1dG9yaXphY2nDs24uDQoNCi0gQWwgZmlybWFyIGVzdGEgYXV0b3JpemFjacOzbiwgc2UgbWFuaWZpZXN0YSBxdWUgbGEgb2JyYSBlcyBvcmlnaW5hbCB5IG5vIGV4aXN0ZSBlbiBlbGxhIG5pbmd1bmEgdmlvbGFjacOzbiBhIGxvcyBkZXJlY2hvcyBkZSBhdXRvciBkZSB0ZXJjZXJvcy4gRW4gY2FzbyBkZSBxdWUgZWwgdHJhYmFqbyBoYXlhIHNpZG8gZmluYW5jaWFkbyBwb3IgdGVyY2Vyb3MgZWwgbyBsb3MgYXV0b3JlcyBhc3VtZW4gbGEgcmVzcG9uc2FiaWxpZGFkIGRlbCBjdW1wbGltaWVudG8gZGUgbG9zIGFjdWVyZG9zIGVzdGFibGVjaWRvcyBzb2JyZSBsb3MgZGVyZWNob3MgcGF0cmltb25pYWxlcyBkZSBsYSBvYnJhIGNvbiBkaWNobyB0ZXJjZXJvLg0KDQotIEZyZW50ZSBhIGN1YWxxdWllciByZWNsYW1hY2nDs24gcG9yIHRlcmNlcm9zLCBlbCBvIGxvcyBhdXRvcmVzIHNlcsOhbiByZXNwb25zYWJsZXMsIGVuIG5pbmfDum4gY2FzbyBsYSByZXNwb25zYWJpbGlkYWQgc2Vyw6EgYXN1bWlkYSBwb3IgbGEgaW5zdGl0dWNpw7NuLg0KDQotIENvbiBsYSBhdXRvcml6YWNpw7NuLCBsYSBpbnN0aXR1Y2nDs24gcHVlZGUgZGlmdW5kaXIgbGEgb2JyYSBlbiDDrW5kaWNlcywgYnVzY2Fkb3JlcyB5IG90cm9zIHNpc3RlbWFzIGRlIGluZm9ybWFjacOzbiBxdWUgZmF2b3JlemNhbiBzdSB2aXNpYmlsaWRhZA==

Physiological characteristics, geochemical properties and hydrological variables influencing pathogen migration in subsurface system: what we know or not?

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