A Review of Portable Water Quality Measurement System Using Arduino Sensor
DOI:
https://doi.org/10.31272/jeasd.2017Keywords:
Arduino Uno, Biosensor technology, pH sensor, Online water quality monitoring, Turbidity sensor, Electric conductivity sensor, Temperature sensorAbstract
Monitoring water quality is essential for identifying current issues and changes in water sources over time. Conventional water quality monitoring methods still rely on collecting on-site samples for later examination in environmental labs. The development of open-source, inexpensive hardware based on the Arduino platform has enabled the creation of low-cost, portable, and site-specific measurement platforms. As a result, the project's objective is to develop a biosensor device (BSD) using an Arduino Uno and sensors. Turbidity, pH, temperature, and electrical conductivity are the sensors that have been interfaced with it. They are all electrically linked to the mother Arduino drum, and each sensor has been programmed to display its measured values. Following the individual calibration of each sensor, we ensured that the sensor data were consistent with one another. Water contaminated with Escherichia coli was diluted to ensure the device's precision. Furthermore, tap water, distilled water, and Aquafina water were compared to the standard records for each type. The correlation between the results suggests that the device measurements were precise.
References
A. G. Capodaglio, A. Callegari, and D. Molognoni, “Online Monitoring of Priority and Dangerous Pollutants in Natural and Urban Waters,” Management of Environmental Quality: An International Journal, vol. 27, no. 5, pp. 507–536, Aug. 2016, doi: https://doi.org/10.1108/meq-01-2015-0009
K. C. Honeychurch and M. Piano, “Sensors for Environmental Monitoring and Food Safety,” Biosensors, vol. 12, no. 6, p. 366, May 2022, doi: https://doi.org/10.3390/bios12060366
R. Altenburger et al., “Future water quality monitoring: improving the balance between exposure and toxicity assessments of real-world pollutant mixtures,” Environmental Sciences Europe, vol. 31, no. 1, Feb. 2019, doi: https://doi.org/10.1186/s12302-019-0193-1
G. Liu, M. Lu, X. Huang, T. Li, and D. Xu, “Application of Gold-Nanoparticle Colorimetric Sensing to Rapid Food Safety Screening,” Sensors (Basel, Switzerland), vol. 18, no. 12, Nov. 2018, doi: https://doi.org/10.3390/s18124166
F. Bullough, C. Fenech, and H. Bridle, “Advances in Water Quality Monitoring of Inorganics: Current Trends,” Journal of Water Resource and Protection, vol. 05, no. 04, pp. 40–48, Jan. 2013, doi: https://doi.org/10.4236/jwarp.2013.54a007
C. Chen et al., “Recent Advances in Electrochemical Glucose biosensors: a Review,” RSC Advances, vol. 3, no. 14, pp. 4473–4491, 2013, doi: https://doi.org/10.1039/C2RA22351A
S. C. Edberg, E. W. Rice, R. J. Karlin, and M. J. Allen, “Escherichia coli: the Best Biological Drinking Water Indicator for Public Health Protection,” Journal of Applied Microbiology, vol. 88, no. S1, pp. 106S116S, Dec. 2000, doi: https://doi.org/10.1111/j.1365-2672.2000.tb05338.x
A. Rompré, P. Servais, J. Baudart, M.-R. de-Roubin, and P. Laurent, “Detection and Enumeration of Coliforms in Drinking water: Current Methods and Emerging Approaches,” Journal of Microbiological Methods, vol. 49, no. 1, pp. 31–54, Mar. 2002, doi: https://doi.org/10.1016/s0167-7012(01)00351-7.
N. Olson and J. Bae, “Biosensors—Publication Trends and Knowledge Domain Visualization,” Sensors, vol. 19, no. 11, p. 2615, Jun. 2019, doi: https://doi.org/10.3390/s19112615
W. Shen, T. H. Hintze, and M. S. Wolin, “Nitric Oxide,” Circulation, vol. 92, no. 12, pp. 3505–3512, Dec. 1995, doi: https://doi.org/10.1161/01.cir.92.12.3505
A. Khalilian, Md. R. R. Khan, and S.-W. Kang, “Highly Sensitive and wide-dynamic-range side-polished fiber-optic Taste Sensor,” Sensors and Actuators B: Chemical, vol. 249, pp. 700–707, Oct. 2017, doi: https://doi.org/10.1016/j.snb.2017.04.088
I. J. Higgins, “Chemical Sensors,” Biosensors, vol. 4, no. 4, pp. 259–260, Jan. 1989, doi: https://doi.org/10.1016/0265-928x(89)80040-9
S. P. J. Higson, S. M. Reddy, and P. M. Vadgama, "Enzyme and Other Biosensors: Evolution of a Technology," Engineering Science & Education Journal, vol. 3, no. 1, pp. 41–48, Feb. 1994, doi: https://doi.org/10.1049/esej:19940105
O. Lazcka, F. J. Del Campo, and F. X. Muñoz, “Pathogen detection: a Perspective of Traditional Methods and Biosensors,” Biosensors & bioelectronics, vol. 22, no. 7, pp. 1205–17, 2007, doi: https://doi.org/10.1016/j.bios.2006.06.036
V. Naresh and N. Lee, “A Review on Biosensors and Recent Development of Nanostructured Materials-Enabled Biosensors,” Sensors, vol. 21, no. 4, p. 1109, Feb. 2021, doi: https://doi.org/10.3390/s21041109
M. Rai, A. Gade, S. Gaikwad, P. D. Marcato, and N. Durán, “Biomedical Applications of nanobiosensors: the state-of-the-art,” Journal of the Brazilian Chemical Society, vol. 23, 2012, doi: https://doi.org/10.1590/s0103-50532012000100004
J. Wang et al., “DNA electrochemical biosensors for environmental monitoring. A review,” Analytica Chimica Acta, vol. 347, no. 1, pp. 1–8, Jul. 1997, doi: https://doi.org/10.1016/S0003-2670(96)00598-3.
J. V. Bannister, “Biosensors: Fundamentals and Applications,” Biosensors, vol. 3, no. 5, pp. 315–316, Jan. 1987, doi: https://doi.org/10.1016/0265-928x(87)80005-6
E. - Korotkaya-, “Biosensors: Design, Classification, and Applications in the Food Industry,” Foods and Raw Materials, vol. 2, no. 2, pp. 161–171, Sep. 2014, doi: https://doi.org/10.12737/5476
G. Hernandez-Vargas, J. Sosa-Hernández, S. Saldarriaga-Hernandez, A. Villalba-Rodríguez, R. Parra-Saldivar, and H. Iqbal, “Electrochemical Biosensors: a Solution to Pollution Detection with Reference to Environmental Contaminants,” Biosensors, vol. 8, no. 2, p. 29, Mar. 2018, doi: https://doi.org/10.3390/bios8020029
K. R. Rogers and J. N. Lin, “Biosensors for Environmental Monitoring,” Biosensors and Bioelectronics, vol. 7, no. 5, pp. 317–321, Jan. 1992, doi: https://doi.org/10.1016/0956-5663(92)85026-7
J. D. Newman and A. P. F. Turner, “Home Blood Glucose biosensors: a Commercial Perspective,” Biosensors and Bioelectronics, vol. 20, no. 12, pp. 2435–2453, Jun. 2005, doi: https://doi.org/10.1016/j.bios.2004.11.012
M. Ghasemi-Varnamkhasti et al., “Monitoring the Aging of Beers Using a Bioelectronic Tongue,” Food Control, vol. 25, no. 1, pp. 216–224, May 2012, doi: https://doi.org/10.1016/j.foodcont.2011.10.020
P. Mehrotra, “Biosensors and Their Applications – a Review,” Journal of Oral Biology and Craniofacial Research, vol. 6, no. 2, pp. 153–159, May 2016, doi: https://doi.org/10.1016/j.jobcr.2015.12.002
P. Thapar and R. K. Malik, “Application of Biosensors for Detection of Contaminants in Milk and Milk Products,” Journal of Microbial & Biochemical Technology, vol. 1, no. 12, Dec. 2017.
F. Ejeian et al., “Biosensors for Wastewater monitoring: a Review,” Biosensors and Bioelectronics, vol. 118, pp. 66–79, Oct. 2018, doi: https://doi.org/10.1016/j.bios.2018.07.019.
P. Manikandan, S. M. Kanna, S. D. K. Reddy, and S. Subhash, “Water Quality Identification System Using Arduino,” IEEE Xplore, Dec. 01, 2021. doi: https://doi.org/10.1109/ICAC3N53548.2021.9725632
M. Zhu et al., “A Review of the Application of Machine Learning in Water Quality Evaluation,” Eco-Environment & Health, vol. 1, no. 2, Jul. 2022, doi: https://doi.org/10.1016/j.eehl.2022.06.001.
V. Sharma, “Arduino Based Smart Water Management,” International Journal of Engineering Research and, vol. V9, no. 08, Sep. 2020, doi: https://doi.org/10.17577/ijertv9is080239
A.-U. Islam and S. H. Ripon, “Smart Water System at House Using Arduino Uno and C# Desktop Application to Reduce Water Wastage and Energy Loss,” IEEE Xplore, May 01, 2019. doi: https://doi.org/10.1109/ICASERT.2019.8934446
T. P. Lambrou, C. C. Anastasiou, C. G. Panayiotou, and M. M. Polycarpou, “A Low-Cost Sensor Network for Real-Time Monitoring and Contamination Detection in Drinking Water Distribution Systems,” IEEE Sensors Journal, vol. 14, no. 8, pp. 2765–2772, Aug. 2014, doi: https://doi.org/10.1109/JSEN.2014.2316414
A. A. Atiast and K. D. Aljafaar, “Automation System for Monitoring the Quality of Water Sources to Maintain Their Sustainability Using Microcontroller,” IEEE Xplore, Jul. 01, 2022. doi: https://doi.org/10.1109/ICECET55527.2022.9873422
C. Nikhil Binoy, B. Jayalakshmi, A. Nandhan, P. Vishnu, and S. Thasna, “Smart Water Management System,” Lecture notes in electrical engineering, pp. 243–252, Jan. 2021, doi: https://doi.org/10.1007/978-981-16-0336-5_20.
H. Saiyar and M. Noviansyah, “Identification of Water Turbidity with Turbidity Sensor Based on Arduino,” Jurnal Riset Informatika, vol. 3, no. 4, pp. 395–400, Sep. 2021, doi: https://doi.org/10.34288/jri.v3i4.277
B. Swaminathan and P. Gerner-Smidt, “Foodborne Disease Trends and Reports,” Foodborne Pathogens and Disease, vol. 3, no. 3, pp. 220–221, Sep. 2006, doi: https://doi.org/10.1089/fpd.2006.3.220
G. Dunn, K. Bakker, and L. Harris, “Drinking Water Quality Guidelines across Canadian Provinces and Territories: Jurisdictional Variation in the Context of Decentralized Water Governance,” International Journal of Environmental Research and Public Health, vol. 11, no. 5, pp. 4634–4651, Apr. 2014, doi: https://doi.org/10.3390/ijerph110504634
M. T. Martins, I. G. Rivera, D. L. Clark, M. H. Stewart, R. L. Wolfe, and B. H. Olson, "Distribution of uidA Gene Sequences in Escherichia Coli Isolates in Water Sources and Comparison with the Expression of beta-glucuronidase Activity in 4-methylumbelliferyl-beta-D-glucuronide media." Applied and Environmental Microbiology, vol. 59, no. 7, pp. 2271-2276, 1993, doi: https://doi.org/10.1128/aem.59.7.2271-2276.1993
C. R. Fricker, M. DeSarno, P. S. Warden, and B. J. Eldred, "False-negative β-d-glucuronidase Reactions in Membrane Lactose Glucuronide Agar Medium Used for the Simultaneous Detection of Coliforms and Escherichia Colifrom Water," Letters in Applied Microbiology, vol. 47, no. 6, pp. 539–542, Dec. 2008, doi: https://doi.org/10.1111/j.1472-765x.2008.02453.x
C. R. Fricker, P. S. Warden, and B. J. Eldred, “Understanding the Cause of False Negative β-d-glucuronidase Reactions in Culture Media Containing Fermentable Carbohydrate,” Letters in Applied Microbiology, vol. 50, no. 6, pp. 547–551, Mar. 2010, doi: https://doi.org/10.1111/j.1472-765x.2010.02834.x
O. Lukjancenko, T. M. Wassenaar, and D. W. Ussery, “Comparison of 61 Sequenced Escherichia Coli Genomes,” Microbial Ecology, vol. 60, no. 4, pp. 708–720, Jul. 2010, doi: https://doi.org/10.1007/s00248-010-9717-3
R. R. Chaudhuri and I. R. Henderson, “The Evolution of the Escherichia Coli Phylogeny,” Infection, Genetics and Evolution: Journal of Molecular Epidemiology and Evolutionary Genetics in Infectious Diseases, vol. 12, no. 2, pp. 214–226, Mar. 2012, doi: https://doi.org/10.1016/j.meegid.2012.01.005
D. M. Gordon, “The Ecology of Escherichia Coli,” Escherichia coli, pp. 3–20, 2013, doi: https://doi.org/10.1016/b978-0-12-397048-0.00001-2.
O. Clermont, S. Bonacorsi, and E. Bingen, “Rapid and Simple Determination of the Escherichia Coli Phylogenetic Group,” Applied and Environmental Microbiology, vol. 66, no. 10, pp. 4555–4558, Oct. 2000, doi: https://doi.org/10.1128/aem.66.10.4555-4558.2000
S. T. Walk, E. W. Alm, L. M. Calhoun, J. M. Mladonicky, and T. S. Whittam, “Genetic Diversity and Population Structure of Escherichia Coli Isolated from Freshwater Beaches,” Environmental Microbiology, vol. 9, no. 9, pp. 2274–2288, Sep. 2007, doi: https://doi.org/10.1111/j.1462-2920.2007.01341.x
O. Tenaillon, D. Skurnik, B. Picard, and E. Denamur, “The Population Genetics of Commensal Escherichia Coli,” Nature Reviews Microbiology, vol. 8, no. 3, pp. 207–217, Mar. 2010, doi: https://doi.org/10.1038/nrmicro2298.
J. Jang, H.-G. Hur, M. J. Sadowsky, M. N. Byappanahalli, T. Yan, and S. Ishii, “Environmental Escherichia coli
: Ecology and Public Health implications-a Review," Journal of Applied Microbiology, vol. 123, no. 3, pp. 570–581, 2017, doi: https://doi.org/10.1111/jam.13468
J. D. van Elsas, A. V. Semenov, R. Costa, and J. T. Trevors, “Survival of Escherichia Coli in the environment: Fundamental and Public Health Aspects,” The ISME Journal, vol. 5, no. 2, pp. 173–183, Jun. 2010, doi: https://doi.org/10.1038/ismej.2010.80
H. Leclerc, D. A. A. Mossel, S. C. Edberg, and C. B. Struijk, “Advances in the Bacteriology of the Coliform Group: Their Suitability as Markers of Microbial Water Safety,” Annual Review of Microbiology, vol. 55, no. 1, pp. 201–234, Oct. 2001, doi: https://doi.org/10.1146/annurev.micro.55.1.201
J. S. Ervin et al., “Characterization of fecal concentrations in human and other animal sources by physical, culture-based, and quantitative real-time PCR methods,” Water Research, vol. 47, no. 18, pp. 6873–6882, Nov. 2013, doi: https://doi.org/10.1016/j.watres.2013.02.060
B. Lefebvre, F. Malouin, G. Roy, K. Giguère, and M. S. Diarra, “Growth Performance and Shedding of Some Pathogenic Bacteria in Feedlot Cattle Treated with Different Growth-Promoting Agents,” Journal of Food Protection, vol. 69, no. 6, pp. 1256–1264, Jun. 2006, doi: https://doi.org/10.4315/0362-028x-69.6.1256
P. Duriez and E. Topp, “Temporal Dynamics and Impact of Manure Storage on Antibiotic Resistance Patterns and Population Structure Of
Escherichia coli Isolates from a Commercial Swine Farm,” Applied and Environmental Microbiology, vol. 73, no. 17, pp. 5486–5493, Sep. 2007, doi: https://doi.org/10.1128/aem.00218-07
M. S. Diarra et al., “Impact of Feed Supplementation with Antimicrobial Agents on Growth Performance of Broiler Chickens, Clostridium perfringens and Enterococcus Counts, and Antibiotic Resistance Phenotypes and Distribution of Antimicrobial Resistance Determinants in Escherichia coli Isolates,” Applied and Environmental Microbiology, vol. 73, no. 20, pp. 6566–6576, Sep. 2007, doi: https://doi.org/10.1128/aem.01086-07
S. J. Bach, T. A. McAllister, D. M. Veira, V. P. J. Gannon, and R. A. Holley, “Transmission and Control of Escherichia Coli O157:H7 — a Review,” Canadian Journal of Animal Science, vol. 82, no. 4, pp. 475–490, Dec. 2002, doi: https://doi.org/10.4141/a02-021
F. Omisakin, M. MacRae, I. D. Ogden, and N. J. C. Strachan, “Concentration and Prevalence of Escherichia Coli O157 in Cattle Feces at Slaughter,” Applied and Environmental Microbiology, vol. 69, no. 5, pp. 2444–2447, May 2003, doi: https://doi.org/10.4141/a02-021
N. Fegan, P. Vanderlinde, G. Higgs, and P. Desmarchelier, “The Prevalence and Concentration of Escherichia Coli O157 in Faeces of Cattle from Different Production Systems at Slaughter,” Journal of Applied Microbiology, vol. 97, no. 2, pp. 362–370, Aug. 2004, doi: https://doi.org/10.1111/j.1365-2672.2004.02300.x
J. Hall et al., "Online Water Quality Parameters as Indicators of Distribution System Contamination," Journal - American Water Works Association, vol. 99, no. 1, pp. 66–77, Jan. 2007, doi: https://doi.org/10.1002/j.1551-8833.2007.tb07847.x
J. Soller, M. Embrey, L. Tuhela, A. Ichida, and J. Rosen, “Risk-based Evaluation of Escherichia Coli Monitoring Data from Undisinfected Drinking Water,” Journal of Environmental Management, vol. 91, no. 11, pp. 2329–2335, Nov. 2010, doi: https://doi.org/10.1016/j.jenvman.2010.06.017
C. P. Gerba and J. E. Smith, “Sources of Pathogenic Microorganisms and Their Fate during Land Application of Wastes,” Journal of Environmental Quality, vol. 34, no. 1, pp. 42–48, Jan. 2005, doi: https://doi.org/10.2134/jeq2005.0042a
P. D. Hynds, B. D. Misstear, and L. W. Gill, “Development of a Microbial Contamination Susceptibility Model for Private Domestic Groundwater Sources,” Water Resources Research, vol. 48, no. 12, Dec. 2012, doi: https://doi.org/10.1029/2012wr012492
P. D. Hynds, B. D. Misstear, and L. W. Gill, “Unregulated Private Wells in the Republic of Ireland: Consumer awareness, Source Susceptibility and Protective Actions,” Journal of Environmental Management, vol. 127, pp. 278–288, Sep. 2013, doi: https://doi.org/10.1016/j.jenvman.2013.05.025
E. K. Wallender, E. C. Ailes, J. S. Yoder, V. A. Roberts, and J. M. Brunkard, “Contributing Factors to Disease Outbreaks Associated with Untreated Groundwater,” Groundwater, vol. 52, no. 6, pp. 886–897, Oct. 2013, doi: https://doi.org/10.1111/gwat.12121
C. Lalancette et al., “Changes in Escherichia Coli to Cryptosporidium Ratios for Various Fecal Pollution Sources and Drinking Water Intakes,” Water Research, vol. 55, pp. 150–161, May 2014, doi: https://doi.org/10.1016/j.watres.2014.01.050
Z. R. Staley, J. Grabuski, E. Sverko, and T. A. Edge, “Comparison of Microbial and Chemical Source Tracking Markers to Identify Fecal Contamination Sources in the Humber River (Toronto, Ontario, Canada) and Associated Storm Water Outfalls,” Applied and Environmental Microbiology, vol. 82, no. 21, pp. 6357–6366, Aug. 2016, doi: https://doi.org/10.1128/aem.01675-16
J. W. A. Foppen and J. F. Schijven, “Evaluation of Data from the Literature on the Transport and Survival of Escherichia Coli and Thermotolerant Coliforms in Aquifers under Saturated Conditions,” Water Research, vol. 40, no. 3, pp. 401–426, Feb. 2006, doi: https://doi.org/10.1016/j.watres.2005.11.018
R. A. Blaustein, Y. Pachepsky, R. L. Hill, D. R. Shelton, and G. Whelan, “Escherichia Coli Survival in waters: Temperature Dependence,” Water Research, vol. 47, no. 2, pp. 569–578, Feb. 2013, doi: https://doi.org/10.1016/j.watres.2012.10.027
E. Franz, J. Schijven, A. M. de Roda Husman, and H. Blaak, “Meta-Regression Analysis of Commensal and Pathogenic Escherichia coli Survival in Soil and Water,” Environmental Science & Technology, vol. 48, no. 12, pp. 6763–6771, Jun. 2014, doi: https://doi.org/10.1021/es501677c
W. O. K. Grabow, O. W. Prozesky, and J. S. Burger, “Behaviour in a River and Dam of Coliform Bacteria with Transferable or non-transferable Drug Resistance,” Water Research, vol. 9, no. 9, pp. 777–782, Sep. 1975, doi: https://doi.org/10.1016/0043-1354(75)90134-7
Z. Filip, D. Kaddu-Mulindwa, and G. Milde, “Survival and Adhesion of Some Pathogenic and Facultative Pathogenic Micro-Organisms in Groundwater,” Water Science and Technology, vol. 19, no. 7, pp. 1189–1189, Jul. 1987, doi: https://doi.org/10.2166/wst.1987.0008
K. P. Flint, "The long-term Survival of Escherichia coli in River Water," Journal of Applied Bacteriology, vol. 63, no. 3, pp. 261–270, Sep. 1987, doi: https://doi.org/10.1111/j.1365-2672.1987.tb04945.x
C.-H. LIM and K. P. FLINT, "The Effects of Nutrients on the Survival of Escherichia coli in Lake Water," Journal of Applied Bacteriology, vol. 66, no. 6, pp. 559–569, Jun. 1989, doi: https://doi.org/10.1111/j.1365-2672.1989.tb04578.x
G. Bogosian, L. E. Sammons, P. J. Morris, J. P. O’Neil, M. A. Heitkamp, and D. B. Weber, “Death of the Escherichia Coli K-12 Strain W3110 in Soil and Water,” Applied and Environmental Microbiology, vol. 62, no. 11, pp. 4114-4120, Nov. 1996, doi: https://doi.org/10.1128/aem.62.11.4114-4120.1996
R. W. Sampson, S. A. Swiatnicki, V. L. Osinga, J. L. Supita, C. M. McDermott, and G. T. Kleinheinz, “Effects of Temperature and Sand on E. Coli Survival in a Northern Lake Water Microcosm,” Journal of Water and Health, vol. 4, no. 3, pp. 389–393, Apr. 2006, doi: https://doi.org/10.2166/wh.2006.024b
B. H. Keswick, C. P. Gerba, S. L. Secor, and I. Cech, “Survival of Enteric Viruses and Indicator Bacteria in Groundwater,” Journal of Environmental Science and Health Part A Environmental Science and Engineering, vol. 17, no. 6, pp. 903–912, Jan. 1982, doi: https://doi.org/10.1080/10934528209375085
E. W. Rice, C. H. Johnson, D. K. Wild, and D. J. Reasoner, “Survival of Escherichia Coli O157: H7 in Drinking Water Associated with a Waterborne Disease Outbreak of Hemorrhagic Colitis,” Letters in Applied Microbiology, vol. 15, no. 2, pp. 38–40, Aug. 1992, doi: https://doi.org/10.1111/j.1472-765x.1992.tb00719.x
G. Wang and M. P. Doyle, “Survival of Enterohemorrhagic Escherichia Coli O157:H7 in Water,” Journal of Food Protection, vol. 61, no. 6, pp. 662–7, 1998, doi: https://doi.org/10.4315/0362-028x-61.6.662. Available: https://www.ncbi.nlm.nih.gov/pubmed/9709245
E. W. Rice and C. H. Johnson, “Short Communication: Survival of Escherichia Coli O157:H7 in Dairy Cattle Drinking Water,” Journal of Dairy Science, vol. 83, no. 9, pp. 2021–2023, Sep. 2000, doi: https://doi.org/10.3168/jds.s0022-0302(00)75081-8
I. Ogden, “The Fate of Escherichia Coli O157 in Soil and Its Potential to Contaminate Drinking Water,” International Journal of Food Microbiology, vol. 66, no. 1–2, pp. 111–117, May 2001, doi: https://doi.org/10.1016/s0168-1605(00)00508-0
P. McGee, D. J. Bolton, J. J. Sheridan, B. Earley, G. Kelly, and N. Leonard, “Survival of Escherichia Coli O157:H7 in Farm water: Its Role as a Vector in the Transmission of the Organism within Herds,” Journal of Applied Microbiology, vol. 93, no. 4, pp. 706–713, Oct. 2002, doi: https://doi.org/10.1046/j.1365-2672.2002.01752.x
R. R. E. Artz and K. Killham, "Survival of Escherichia coli O157:H7 in Private Drinking Water Wells: Influences of Protozoan Grazing and Elevated Copper Concentrations," FEMS Microbiology Letters, vol. 216, no. 1, pp. 117–122, Oct. 2002, doi: https://doi.org/10.1111/j.1574-6968.2002.tb11424.x
J. H. Easton, J. Gauthier, M. M. Lalor, and R. Pitt, “DIE-OFF OF PATHOGENIC E. COLI O157:H7 IN SEWAGE CONTAMINATED WATERS,” Journal of The American Water Resources Association, vol. 41, no. 5, pp. 1187–1193, Oct. 2005, doi: https://doi.org/10.1111/j.1752-1688.2005.tb03793.x
L. M. Avery, A. P. Williams, K. Killham, and D. L. Jones, “Survival of Escherichia Coli O157:H7 in Waters from lakes, rivers, Puddles and animal-drinking Troughs,” Science of the Total Environment, vol. 389, no. 2, pp. 378–385, Jan. 2008, doi: https://doi.org/10.1016/j.scitotenv.2007.08.049.
L. A. Bjergbaek and P. Roslev, “Formation of Nonculturable Escherichia Coli in Drinking Water,” Journal of Applied Microbiology, vol. 99, no. 5, pp. 1090–1098, Nov. 2005, doi: https://doi.org/10.1111/j.1365-2672.2005.02706.x
M. J. Lehtola et al., “Survival of Mycobacterium avium, Legionella pneumophila, Escherichia coli and Caliciviruses in Drinking Water-Associated Biofilms Grown under High-Shear Turbulent Flow," Applied and Environmental Microbiology, vol. 73, no. 9, pp. 2854–2859, May 2007, doi: https://doi.org/10.1128/aem.02916-06
D. van der Kooij, “Microbial Growth in Drinking-Water Supplies: Problems, Causes, Control and Research Needs,” Water Intelligence Online, vol. 12, Sep. 2013, doi: https://doi.org/10.2166/9781780400419
D. F. Placido and C. C. Lee, “Potential of Industrial Hemp for Phytoremediation of Heavy Metals,” Plants, vol. 11, no. 5, p. 595, Feb. 2022, doi: https://doi.org/10.3390/plants11050595
K Alivelu, N Mukta, and P Madhuri, "Query-Based Information System for Safflower Germplasm Accessions," Journal of Oilseeds Research, vol. 40, no. Special issue, Dec. 2023, doi: https://doi.org/10.56739/zvprpm67
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