The DOI matches its Crossref record; 106 of the 106 references it cites were found in a registry or an index.
Biocides in Hydraulic Fracturing Fluids: A Critical Review of Their Usage, Mobility, Degradation, and Toxicity
Open accessAbstract
Biocides are critical components of hydraulic fracturing ("fracking") fluids used for unconventional shale gas development. Bacteria may cause bioclogging and inhibit gas extraction, produce toxic hydrogen sulfide, and induce corrosion leading to downhole equipment failure. The use of biocides such as glutaraldehyde and quaternary ammonium compounds has spurred a public concern and debate among regulators regarding the impact of inadvertent releases into the environment on ecosystem and human health. This work provides a critical review of the potential fate and toxicity of biocides used in hydraulic fracturing operations. We identified the following physicochemical and toxicological aspects as well as knowledge gaps that should be considered when selecting biocides: (1) uncharged species will dominate in the aqueous phase and be subject to degradation and transport whereas charged species will sorb to soils and be less bioavailable; (2) many biocides are short-lived or degradable through abiotic and biotic processes, but some may transform into more toxic or persistent compounds; (3) understanding of biocides' fate under downhole conditions (high pressure, temperature, and salt and organic matter concentrations) is limited; (4) several biocidal alternatives exist, but high cost, high energy demands, and/or formation of disinfection byproducts limits their use. This review may serve as a guide for environmental risk assessment and identification of microbial control strategies to help develop a sustainable path for managing hydraulic fracturing fluids.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Glaze, W. H., Kang, J.-W., & Chapin, D. H. (1987) · Ozone: Science & Engineering · doi:10.1080/01919518708552148 · Cited by 1,963
Migneault, I., Dartiguenave, C., Bertrand, M. J., & Waldron, K. C. (2004) · BioTechniques · doi:10.2144/04375rv01 · Cited by 1,816
Vengosh, A., Jackson, R. B., Warner, N., Darrah, T. H., & Kondash, A. (2014) · Environmental Science & Technology · doi:10.1021/es405118y · Cited by 1,495
Biogeochemical Redox Processes and their Impact on Contaminant Dynamics
Borch, T., Kretzschmar, R., Kappler, A., Cappellen, P. V., Ginder-Vogel, M., Voegelin, A., & Campbell, K. (2010) · Environmental Science & Technology · doi:10.1021/es9026248 · Cited by 1,456
Self-citationImpact of Shale Gas Development on Regional Water Quality
Vidic, R. D., Brantley, S. L., Vandenbossche, J. M., Yoxtheimer, D., & Abad, J. D. (2013) · Science · doi:10.1126/science.1235009 · Cited by 1,406
Cornelissen, G., Gustafsson, Ö., Bucheli, T. D., Jonker, M. T. O., Koelmans, A. A., & van Noort, P. C. M. (2005) · Environmental Science & Technology · doi:10.1021/es050191b · Cited by 1,389
Methane contamination of drinking water accompanying gas-well drilling and hydraulic fracturing
Osborn, S. G., Vengosh, A., Warner, N. R., & Jackson, R. B. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1100682108 · Cited by 1,285
Cationic antiseptics: diversity of action under a common epithet
Gilbert, P., & Moore, L. E. (2005) · Journal of Applied Microbiology · doi:10.1111/j.1365-2672.2005.02664.x · Cited by 1,168
Application of Ozone for Enhancing the Microbiological Safety and Quality of Foods: A Review
Kim, J.-G., Yousef, A. E., & Dave, S. (1999) · Journal of Food Protection · doi:10.4315/0362-028x-62.9.1071 · Cited by 896
Water Management Challenges Associated with the Production of Shale Gas by Hydraulic Fracturing
Gregory, K. B., Vidic, R. D., & Dzombak, D. A. (2011) · Elements · doi:10.2113/gselements.7.3.181 · Cited by 893
Takai, K., Nakamura, K., Toki, T., Tsunogai, U., Miyazaki, M., Miyazaki, J., Hirayama, H., Nakagawa, S., Nunoura, T., & Horikoshi, K. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0712334105 · Cited by 848
Delle Site, A. (2001) · Journal of Physical and Chemical Reference Data · doi:10.1063/1.1347984 · Cited by 841
Shaffer, D. L., Arias Chavez, L. H., Ben-Sasson, M., Romero-Vargas Castrillón, S., Yip, N. Y., & Elimelech, M. (2013) · Environmental Science & Technology · doi:10.1021/es401966e · Cited by 821
Lee, Y., & von Gunten, U. (2010) · Water Research · doi:10.1016/j.watres.2009.11.045 · Cited by 761
Comparison of disinfection byproduct formation from chlorine and alternative disinfectants
Hua, G., & Reckhow, D. A. (2007) · Water Research · doi:10.1016/j.watres.2007.01.032 · Cited by 737
Veil, J. A., Puder, M. G., Elcock, D., & Redweik, R. J., Jr. (2004) · doi:10.2172/821666 · Cited by 686
Krooss, B. M., van Bergen, F., Gensterblum, Y., Siemons, N., Pagnier, H. J. M., & David, P. (2002) · International Journal of Coal Geology · doi:10.1016/s0166-5162(02)00078-2 · Cited by 680
Nitrosamines as Environmental Carcinogens
LIJINSKY, W., & EPSTEIN, S. S. (1970) · Nature · doi:10.1038/225021a0 · Cited by 672
Organic–inorganic interactions in petroleum-producing sedimentary basins
Seewald, J. S. (2003) · Nature · doi:10.1038/nature02132 · Cited by 619
Handbook of Aqueous Solubility Data
Yalkowsky, S. H. (2003) · CRC Press eBooks · doi:10.1201/9780203490396 · Cited by 585
Impacts of Shale Gas Wastewater Disposal on Water Quality in Western Pennsylvania
Warner, N. R., Christie, C. A., Jackson, R. B., & Vengosh, A. (2013) · Environmental Science & Technology · doi:10.1021/es402165b · Cited by 527
Geochemical evaluation of flowback brine from Marcellus gas wells in Pennsylvania, USA
Haluszczak, L. O., Rose, A., & Kump, L. R. (2012) · Applied Geochemistry · doi:10.1016/j.apgeochem.2012.10.002 · Cited by 513
Swenberg, J. A., Kerns, W., Mitchell, R. I., Gralla, E. J., & Pavkov, K. L. (1980) · PubMed · Cited by 498
Water Use for Shale-Gas Production in Texas, U.S.
Nicot, J., & Scanlon, B. R. (2012) · Environmental Science & Technology · doi:10.1021/es204602t · Cited by 498
Drinking-water treatment with ozone
Glaze, W. H. (1987) · Environmental Science & Technology · doi:10.1021/es00157a001 · Cited by 487
Darrah, T. H., Vengosh, A., Jackson, R. B., Warner, N. R., & Poreda, R. J. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1322107111 · Cited by 469
Principles and practice of disinfection, preservation, and sterilization
Russell, A. D., Hugo, W. B., & Ayliffe, G. A. J. (1992) · Medical Entomology and Zoology · Cited by 467
Bacterial target sites for biocide action: ANTIBACTERIAL MECHANISMS OF ACTION OF BIOCIDES
Maillard, J.-Y. (2002) · Journal of Applied Microbiology · doi:10.1046/j.1365-2672.92.5s1.3.x · Cited by 422
Russell, A. (2003) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(03)00833-8 · Cited by 419
Schymanski, E. L., Singer, H. P., Longrée, P., Loos, M., Ruff, M., Stravs, M. A., Ripollés Vidal, C., & Hollender, J. (2014) · Environmental Science & Technology · doi:10.1021/es4044374 · Cited by 414
(1997) · Pump Industry Analyst · doi:10.1016/s1359-6128(97)82839-x · Cited by 401
Disinfection and Sterilization in Health Care Facilities: What Clinicians Need to Know
Rutala, W. A., & Weber, D. J. (2004) · Clinical Infectious Diseases · doi:10.1086/423182 · Cited by 399
Barbot, E., Vidic, N. S., Gregory, K. B., & Vidić, R. D. (2013) · Environmental Science & Technology · doi:10.1021/es304638h · Cited by 384
Electrochemistry and the environment
Li, H. (2006) · Journal of Guangdong Non-ferrous Metals · Cited by 376
Finnegan, M., Linley, E., Denyer, S. P., McDonnell, G., Simons, C., & Maillard, J.-Y. (2010) · Journal of Antimicrobial Chemotherapy · doi:10.1093/jac/dkq308 · Cited by 345
Biological souring and mitigation in oil reservoirs
Gieg, L. M., Jack, T. R., & Foght, J. M. (2011) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-011-3542-6 · Cited by 344
Comparative evaluation of antimicrobials for textile applications
Windler, L., Height, M., & Nowack, B. (2013) · Environment International · doi:10.1016/j.envint.2012.12.010 · Cited by 338
Hubert, C., & Voordouw, G. (2007) · Applied and Environmental Microbiology · doi:10.1128/aem.02332-06 · Cited by 316
Orem, W., Tatu, C., Varonka, M., Lerch, H., Bates, A., Engle, M., Crosby, L., & McIntosh, J. (2014) · International Journal of Coal Geology · doi:10.1016/j.coal.2014.01.003 · Cited by 315
Pruden, A. (2014) · Environmental Science & Technology · doi:10.1021/es403883p · Cited by 290
Principles and Practice of Disinfection, Preservation and Sterilization
Cooke, E. M. (1983) · Journal of Clinical Pathology · doi:10.1136/jcp.36.3.364-b · Cited by 286
Biofilm penetration and disinfection efficacy of alkaline hypochlorite and chlorosulfamates
Stewart, P. S., Rayner, J., Roe, F., & Rees, W. M. (2001) · Journal of Applied Microbiology · doi:10.1046/j.1365-2672.2001.01413.x · Cited by 280
Self-citationExperimental investigation of single carbon compounds under hydrothermal conditions
Seewald, J. S., Zolotov, M. Y., & McCollom, T. (2006) · Geochimica et Cosmochimica Acta · doi:10.1016/j.gca.2005.09.002 · Cited by 264
Seewald, J. S. (2001) · Geochimica et Cosmochimica Acta · doi:10.1016/s0016-7037(01)00544-0 · Cited by 260
Reactivity of Organic Compounds in Superheated Water: General Background
Siskin, M., & Katritzky, A. R. (2001) · Chemical Reviews · doi:10.1021/cr000088z · Cited by 256
Identification of New Ozone Disinfection Byproducts in Drinking Water
Richardson, S. D., Thruston, A. D., Caughran, T. V., Chen, P. H., Collette, T. W., Floyd, T. L., Schenck, K. M., Lykins, B. W., Sun, G.-R., & Majetich, G. (1999) · Environmental Science & Technology · doi:10.1021/es981218c · Cited by 254
ten Hulscher, T. E. M., & Cornelissen, G. (1996) · Chemosphere · doi:10.1016/0045-6535(95)00345-2 · Cited by 225
THE INFLUENCE OF HYDROSTATIC PRESSURE ON THE GROWTH AND VIABILITY OF TERRESTRIAL AND MARINE BACTERIA
ZoBell, C. E., & Johnson, F. H. (1949) · Journal of Bacteriology · doi:10.1128/jb.57.2.179-189.1949 · Cited by 210
Deep-sea piezosphere and piezophiles: geomicrobiology and biogeochemistry
Fang, J., Zhang, L., & Bazylinski, D. A. (2010) · Trends in Microbiology · doi:10.1016/j.tim.2010.06.006 · Cited by 207
Ecotoxicology of Glutaraldehyde: Review of Environmental Fate and Effects Studies
Leung, H.-W. (2001) · Ecotoxicology and Environmental Safety · doi:10.1006/eesa.2000.2031 · Cited by 198
Moschet, C., Piazzoli, A., Singer, H., & Hollender, J. (2013) · Analytical Chemistry · doi:10.1021/ac4021598 · Cited by 191
Lu, J., Zhang, T., Ma, J., & Chen, Z. (2009) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2008.05.058 · Cited by 187
Holah, J. T., Taylor, J. H., Dawson, D. J., & Hall, K. E. (2002) · Journal of Applied Microbiology · doi:10.1046/j.1365-2672.92.5s1.18.x · Cited by 181
Pan, G., Jia, C., Zhao, D., You, C., Chen, H., & Jiang, G. (2009) · Environmental Pollution · doi:10.1016/j.envpol.2008.06.035 · Cited by 170
Murali Mohan, A., Hartsock, A., Bibby, K. J., Hammack, R. W., Vidic, R. D., & Gregory, K. B. (2013) · Environmental Science & Technology · doi:10.1021/es402928b · Cited by 169
Kallmeyer, J., & Boetius, A. (2004) · Applied and Environmental Microbiology · doi:10.1128/aem.70.2.1231-1233.2004 · Cited by 163
Chiaia-Hernandez, A. C., Krauss, M., & Hollender, J. (2013) · Environmental Science & Technology · doi:10.1021/es303888v · Cited by 163
Genetic toxicity and carcinogenicity studies of glutaraldehyde?a review
ZEIGER, E., GOLLAPUDI, B., & SPENCER, P. (2005) · Mutation Research/Reviews in Mutation Research · doi:10.1016/j.mrrev.2005.01.001 · Cited by 161
Cationic Surfactant Sorption to a Vermiculitic Subsoil via Hydrophobic Bonding
Xu, S., & Boyd, S. A. (1995) · Environmental Science & Technology · doi:10.1021/es00002a006 · Cited by 160
Engle, M. A., & Rowan, E. L. (2013) · International Journal of Coal Geology · doi:10.1016/j.coal.2013.11.010 · Cited by 151
Directory of Microbicides for the Protection of Materials
Paulus, W. (2005) · Springer eBooks · doi:10.1007/1-4020-2818-0 · Cited by 145
Hladik, M. L., Focazio, M. J., & Engle, M. A. (2013) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2013.08.008 · Cited by 143
Sorption of quaternary ammonium compounds to municipal sludge
Ismail, Z. Z., Tezel, U., & Pavlostathis, S. G. (2009) · Water Research · doi:10.1016/j.watres.2009.12.029 · Cited by 141
Ashraf, M. A., Ullah, S., Ahmad, I., Qureshi, A. K., Balkhair, K. S., & Rehman, M. A. (2013) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.6371 · Cited by 137
Mechanisms of bacterial resistance to biocides
Russell, A. D. (1995) · International Biodeterioration & Biodegradation · doi:10.1016/0964-8305(95)00056-9 · Cited by 132
Struchtemeyer, C. G., & Elshahed, M. S. (2011) · FEMS Microbiology Ecology · doi:10.1111/j.1574-6941.2011.01196.x · Cited by 131
Mohan, A. M., Hartsock, A., Hammack, R., Vidić, R. D., & Gregory, K. B. (2013) · FEMS Microbiology Ecology · doi:10.1111/1574-6941.12183 · Cited by 130
Pressure as an environmental parameter for microbial life — A review
Picard, A., & Daniel, I. (2013) · Biophysical Chemistry · doi:10.1016/j.bpc.2013.06.019 · Cited by 126
García, M. T., Campos, E., Sánchez‐Leal, J., & Ribosa, I. (1999) · Chemosphere · doi:10.1016/s0045-6535(98)00576-1 · Cited by 123
Bore, E., Hébraud, M., Chafsey, I., Chambon, C., Skjæret, C., Moen, B., Møretrø, T., Langsrud, Ø., Rudi, K., & Langsrud, S. (2007) · Microbiology · doi:10.1099/mic.0.29288-0 · Cited by 122
Ferk, F., Misik, M., Hoelzl, C., Uhl, M., Fuerhacker, M., Grillitsch, B., Parzefall, W., Nersesyan, A., Micieta, K., Grummt, T., et al. (2007) · Mutagenesis · doi:10.1093/mutage/gem027 · Cited by 119
Cowan, C. T., & White, D. (1958) · Transactions of the Faraday Society · doi:10.1039/tf9585400691 · Cited by 118
Nishihara, T., Okamoto, T., & Nishiyama, N. (2000) · Journal of Applied Microbiology · doi:10.1046/j.1365-2672.2000.01007.x · Cited by 115
Surface Self-Concentrating Amphiphilic Quaternary Ammonium Biocides as Coating Additives
Harney, M. B., Pant, R. R., Fulmer, P. A., & Wynne, J. H. (2008) · ACS Applied Materials & Interfaces · doi:10.1021/am800046r · Cited by 106
The influence of nitrate on microbial processes in oil industry production waters
Davidova, I. A., Hicks, M. S., Fedorak, P. M., & Suflita, J. M. (2001) · Journal of Industrial Microbiology & Biotechnology · doi:10.1038/sj.jim.7000166 · Cited by 106
Adsorption isotherms of homologous alkyldimethylbenzylammonium bromides on sodium montmorillonite
Kwolek, T., Hodorowicz, M. A., Stadnicka, K. M., & CZAPKIEWICZ, J. (2003) · Journal of Colloid and Interface Science · doi:10.1016/s0021-9797(03)00414-4 · Cited by 103
Microbial community adaptation to quaternary ammonium biocides as revealed by metagenomics
Oh, S., Tandukar, M., Pavlostathis, S. G., Chain, P., & Konstantinidis, K. T. (2013) · Environmental Microbiology · doi:10.1111/1462-2920.12154 · Cited by 102
In vitro genotoxicity and cytotoxicity of benzalkonium chloride
Deutschle, T., Porkert, U., Reiter, R., Keck, T., & Riechelmann, H. (2006) · Toxicology in Vitro · doi:10.1016/j.tiv.2006.07.006 · Cited by 96
Du, S., McLaughlin, B., Pal, S. K., & Aizenman, E. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-17-07408.2002 · Cited by 96
Biodegradation in Waters from Hydraulic Fracturing: Chemistry, Microbiology, and Engineering
Strong, L. C., Gould, T. J., Kasinkas, L., Sadowsky, M. J., Aksan, A., & Wackett, L. P. (2013) · Journal of Environmental Engineering · doi:10.1061/(asce)ee.1943-7870.0000792 · Cited by 93
Dương, H. A., Berg, M. D. V., Hoang, M. H., Pham, H. V., Gallard, H., Giger, W., & von Gunten, U. (2003) · Water Research · doi:10.1016/s0043-1354(03)00138-6 · Cited by 93
Droge, S. T. J., & Goss, K. (2012) · Environmental Science & Technology · doi:10.1021/es204449r · Cited by 89
Huntscha, S., Velosa, D. M. R., Schroth, M. H., & Hollender, J. (2013) · Environmental Science & Technology · doi:10.1021/es401802z · Cited by 89
Action of glutaraldehyde and nitrite against sulfate-reducing bacterial biofilms
Gardner, L. R., & Stewart, P. S. (2002) · Journal of Industrial Microbiology & Biotechnology · doi:10.1038/sj.jim.7000284 · Cited by 88
Self-citationChen, Y., Geurts, M., Sjollema, S. B., Kramer, N. I., Hermens, J. L. M., & Droge, S. T. J. (2013) · Environmental Toxicology and Chemistry · doi:10.1002/etc.2465 · Cited by 87
Xu, D., Li, Y., & Gu, T. (2012) · World Journal of Microbiology and Biotechnology · doi:10.1007/s11274-012-1116-0 · Cited by 85
Jeon, J., Kurth, D., & Hollender, J. (2013) · Chemical Research in Toxicology · doi:10.1021/tx300457f · Cited by 84
Maah, M. A. A. M. J., & Yusoff, I. (2014) · Journal of Biotechnology & Biomaterials · Cited by 80
Pateiro, M., Arias‐Estévez, M., & Simal‐Gándara, J. (2013) · Environmental Science & Technology · doi:10.1021/es400755h · Cited by 78
THE CHEMISTRY OF NITROSAMINE FORMATION, INHIBITION AND DESTRUCTION
Douglass, M. L., Kabacoff, B. L., Anderson, G. A., & Cheng, M. (1978) · Journal of the Society of Cosmetic Chemists · Cited by 75
Sütterlin, H., Alexy, R., Coker, A., & Kümmerer, K. (2008) · Chemosphere · doi:10.1016/j.chemosphere.2008.03.008 · Cited by 71
Marcellus Shale drilling and brominated THMs in Pittsburgh, Pa., drinking water
States, S. J., Cyprych, G., Stoner, M., Wydra, F., Kuchta, J., Monnell, J. D., & Casson, L. W. (2013) · American Water Works Association · doi:10.5942/jawwa.2013.105.0093 · Cited by 67
Li, H., & Carlson, K. H. (2014) · Environmental Science & Technology · doi:10.1021/es404668b · Cited by 65
Parkes, R. J., Cragg, B. A., Bale, S. J., Goodman, K., & Fry, J. C. (1995) · Journal of Microbiological Methods · doi:10.1016/0167-7012(95)00036-k · Cited by 58
Rates and products of decomposition of 2,2-dibromo-3-nitrilopropionamide
Exner, J. H., Burk, G. A., & Kyriacou, D. (1973) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf60189a012 · Cited by 56
Shipp, J., Gould, I. R., Herckès, P., Shock, E. L., Williams, L. B., & Hartnett, H. E. (2012) · Geochimica et Cosmochimica Acta · doi:10.1016/j.gca.2012.11.014 · Cited by 55
Transformation of Biocides Irgarol and Terbutryn in the Biological Wastewater Treatment
Luft, A., Wagner, M., & Ternes, T. A. (2013) · Environmental Science & Technology · doi:10.1021/es403531d · Cited by 48
Moschet, C., Götz, C. W., Longrée, P., Hollender, J., & Singer, H. (2013) · Environmental Science & Technology · doi:10.1021/es304484w · Cited by 46
Microbial response to reinjection of produced water in an oil reservoir
Lysnes, K., Bødtker, G., Torsvik, T., Bjørnestad, E. Ø., & Sunde, E. (2009) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-009-2015-7 · Cited by 39
Wu, W., Wang, F. P., Li, J. H., Yang, X., Xiao, X., & Pan, Y. (2013) · Geobiology · doi:10.1111/gbi.12061 · Cited by 38
Vossmeyer, A., Deusner, C., Kato, C., et al. (2012) · Frontiers in Microbiology · doi:10.3389/fmicb.2012.00253 · Cited by 30
The influence of high hydrostatic pressure on bacterial dissimilatory iron reduction
Picard, A., Testemale, D., Hazemann, J., & Daniel, I. (2012) · Geochimica et Cosmochimica Acta · doi:10.1016/j.gca.2012.04.030 · Cited by 25
Sánchez-Fortún, S., Llorente, M. T., & Castaño, A. (2005) · Aquatic Toxicology · doi:10.1016/j.aquatox.2005.03.002 · Cited by 22
Fichter, J., Wunch, K. G., Moore, R., Summer, E. J., Braman, S., & Holmes, P. (2012) · NACE CORROSION Conference · doi:10.5006/c2012-01310 · Cited by 22
DUNNETT, P. C., & Telling, G. M. (1984) · International Journal of Cosmetic Science · doi:10.1111/j.1467-2494.1984.tb00381.x · Cited by 17
Mayes, M. A., Blanchard, F. A., Hopkins, D. L., et al. (1985) · Environmental Toxicology and Chemistry · doi:10.1002/etc.5620040613 · Cited by 6
Cited by
Microbiologically influenced corrosion and current mitigation strategies: A state of the art review
Jia, R., Unsal, T., Xu, D., Lekbach, Y., & Gu, T. (2019) · International Biodeterioration & Biodegradation · doi:10.1016/j.ibiod.2018.11.007 · Cited by 503
Hora, P. I., Pati, S. G., McNamara, P. J., & Arnold, W. A. (2020) · Environmental Science & Technology Letters · doi:10.1021/acs.estlett.0c00437 · Cited by 422
Chang, H., Li, T., Liu, B., Vidic, R. D., Elimelech, M., & Crittenden, J. C. (2019) · Desalination · doi:10.1016/j.desal.2019.01.001 · Cited by 325
Metadata
- Authors
- Kahrilas, G. A., Blotevogel, J., Stewart, P. S., & Borch, T.
- Venue
- Environmental Science & Technology
- Publisher
- American Chemical Society (ACS)
- Published
- 2014-12-10
- Volume
- 49
- Issue
- 1
- Pages
- 16-32
- ISSN
- 0013-936X (ISSN-L)
- 1520-5851
- OpenAlex
- W2332995554
- Cited by
- 414
- References
- 106
- FWCI
- 18.73
- Type
- journal article
- Language
- en
- Open access
- hybrid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.