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Ferguson, Andrew; Layton, Alice; Mailloux, Brian; Culligan, Patricia; Williams, Daniel; Smartt, Abby; Sayler, Gary; Feighery, John; McKay, Larry; Knappett, Peter; Alexandrova, Ekaterina; Arbit, Talia; Emch, Michael; Escamilla, Veronica; Ahmed, Kazi Matin; Alam, Md Jahangir; Streatfield, P Kim; Yunus, Mohammad; van Geen, Alexander (2012): Comparison of fecal indicators with pathogenic bacteria and rotavirus in rural Bangladesh groundwater [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.774444, Supplement to: Ferguson, A et al. (2012): Comparison of fecal indicators with pathogenic bacteria and rotavirus in rural Bangladesh groundwater. Science of the Total Environment, 431, 314-322, https://doi.org/10.1016/j.scitotenv.2012.05.060

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Abstract:
Groundwater is routinely analyzed for fecal indicators but direct comparisons of fecal indicators to the presence of bacterial and viral pathogens are rare. This study was conducted in rural Bangladesh where the human population density is high, sanitation is poor, and groundwater pumped from shallow tubewells is often contaminated with fecal bacteria. Five indicator microorganisms (E. coli, total coliform, F+RNA coliphage, Bacteroides and human-associated Bacteroides (HuBacteroides)) and various environmental parameters were compared to the direct detection of waterborne pathogens by quantitative PCR in groundwater pumped from 50 tubewells. Rotavirus was detected in groundwater filtrate from the largest proportion of tubewells (40%), followed by Shigella (10%), Vibrio (10%), and pathogenic E. coli (8%). Spearman rank correlations and sensitivity-specificity calculations indicate that some, but not all, combinations of indicators and environmental parameters can predict the presence of pathogens. Culture-dependent fecal indicator bacteria measured on a single date did not predict bacterial pathogens, but annually averaged monthly measurements of culturable E. coli did improve prediction for total bacterial pathogens. F+RNA coliphage were neither correlated nor sufficiently sensitive towards rotavirus, but were predictive of bacterial pathogens. A qPCR-based E. coli assay was the best indicator for the bacterial pathogens, rotavirus and all pathogens combined. Since groundwater cannot be excluded as a significant source of diarrheal disease in Bangladesh and neighboring countries with similar characteristics, the need to develop more effective methods for screening tubewells with respect to microbial contamination is necessary.
Coverage:
Median Latitude: 23.369780 * Median Longitude: 90.646520 * South-bound Latitude: 23.364000 * West-bound Longitude: 90.644000 * North-bound Latitude: 23.373000 * East-bound Longitude: 90.651000
Minimum DEPTH, sediment/rock: 7.62 m * Maximum DEPTH, sediment/rock: 36.58 m
Event(s):
Tubewell * Latitude: 23.370000 * Longitude: 90.650000 * Location: Bangladesh * Method/Device: Tubewell (TWELL)
Comment:
Precision of latitude/longitude is reduced to protect household privacy.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1IdentificationIDFerguson, Andrewof tubewell
2LATITUDELatitudeGeocode
3LONGITUDELongitudeGeocode
4PlatformPlatformFerguson, Andrew
5FeatureFeatureFerguson, AndrewMonth priming
6DEPTH, sediment/rockDepth sedmGeocode
7FeatureFeatureFerguson, AndrewPop. within 25m
8FeatureFeatureFerguson, AndrewPop. within 50m
9Temperature, waterTemp°CFerguson, Andrew
10pHpHFerguson, Andrew
11ConductivityCondmS/cmFerguson, Andrew
12Oxidation reduction (RedOx) potentialEhmVFerguson, Andrew
13SalinitySalFerguson, Andrew
14ArsenicAsµg/lFerguson, Andrew
15Nitrogen in ammoniumN-[NH4]+mg/lFerguson, Andrew
16Nitrogen in nitriteN-[NO2]-mg/lFerguson, Andrew
17Nitrogen in nitrateN-[NO3]-mg/lFerguson, Andrew
18Phosphate[PO4]3-mg/lFerguson, Andrew
19Sulfate[SO4]2-mg/lFerguson, Andrew
20ChlorideCl-mg/lFerguson, Andrew
21BromideBr-mg/lFerguson, Andrew
22Chlorine/Bromine ratioCl/BrFerguson, Andrew
23Escherichia coli, gene copies, logE. coli log#/100 mlFerguson, Andrew
24Bacteroides, gene copies, logBact log#/100 mlFerguson, Andrew
25Bacteroides, human associated, gene copies, loghu-Bact log#/100 mlFerguson, Andrew
26Coliform bacteria, total, log, most probable numberColi logMPN/100 mlFerguson, Andrew
27Escherichia coli, log, most probable numberE. coli logMPN/100 mlFerguson, Andrew
28Coliphage F-RNA, plaque-forming unit, logColi F-RNA logPFU/100 mlFerguson, Andrew
29Frequency Escherichia coli >1, most probable numberECMPN>1MPN/100 mlFerguson, Andrewannual
30Frequency Escherichia coli >1, most probable numberECMPN>1MPN/100 mlFerguson, AndrewMay-Aug
31Frequency Escherichia coli >1, most probable numberECMPN>1MPN/100 mlFerguson, AndrewJan-Apr
32Invasion plasmid antigen H, gene copies, logipaH log#/100 mlFerguson, Andrew
33Heat labile enterotoxin, gene copies, logeltA log#/100 mlFerguson, Andrew
34Escherichia coli attaching and effacing, gene copies, logeae log#/100 mlFerguson, Andrew
35Shiga toxin 1, gene copies, logstx1 log#/100 mlFerguson, Andrew
36Outer membrane protein W, gene copies, logompW log#/100 mlFerguson, Andrew
37Rotavirus nucleocapsid protein, gene copies, logVP6 log#/100 mlFerguson, Andrew
Size:
1582 data points

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