Characterization of roof runoff microbial quality in four U.S. cities with varying climate and land use characteristics

dc.contributor.authorAlja'fari, Jumana
dc.contributor.authorSharvelle, Sybil
dc.contributor.authorBrinkman, Nichole E.
dc.contributor.authorJahne, Michael
dc.contributor.authorKeely, Scott
dc.contributor.authorWheaton, Emily A.
dc.contributor.authorGarland, Jay
dc.contributor.authorWelty, Claire
dc.contributor.authorSukop, Michael C.
dc.contributor.authorMeixner, Thomas
dc.date.accessioned2022-10-13T16:00:10Z
dc.date.available2022-10-13T16:00:10Z
dc.date.issued2022-10-15
dc.description.abstractRoof runoff has the potential to serve as an important local water source in regions with growing populations and limited water supply. Given the scarcity of guidance regulating the use of roof runoff, a need exists to characterize the microbial quality of roof runoff. The objective of this 2-year research effort was to examine roof runoff microbial quality in four U.S. cities: Fort Collins, CO; Tucson, AZ; Baltimore, MD; and Miami, FL. Seven participants, i.e., homeowners and schools, were recruited in each city to collect roof runoff samples across 13 precipitation events. Sample collection was done as part of a citizen science approach. The presence and concentrations of indicator organisms and potentially human-infectious pathogens in roof runoff were determined using culture methods and digital droplet polymerase chain reaction (ddPCR), respectively. The analyzed pathogens included Salmonella spp., Campylobacter spp., Giardia duodenalis, and Cryptosporidium parvum. Several factors were evaluated to study their influence on the presence of potentially human-infectious pathogens including the physicochemical characteristics (total suspended solids, volatile suspended solids, total dissolved solids, chemical oxygen demand, and turbidity) of roof runoff, concentrations of indicator organisms, presence/ absence of trees, storm properties (rainfall depth and antecedent dry period), percent of impervious cover surrounding each sampling location, seasonality, and geographical location. E. coli and enterococci were detected in 73.4% and 96.2% of the analyzed samples, respectively. Concentrations of both E. coli and enterococci ranged from <0 log10 to >3.38 log10 MPN/100 mL. Salmonella spp. invA, Campylobacter spp. ceuE, and G. duodenalis β – giardin gene targets were detected in 8.9%, 2.5%, and 5.1% of the analyzed samples, respectively. Campylobacter spp. mapA and C. parvum 18S rRNA gene targets were not detected in any of the analyzed samples. The detection of Salmonella spp. invA was influenced by the geographical location of the sampling site (Chi-square p-value < 0.001) as well as the number of antecedent dry days prior to a rain event (p-value = 0.002, negative correlation). The antecedent dry period was negatively correlated with the occurrence of Campylobacter spp. ceuE as well (pvalue = 0.07). On the other hand, the presence of G. duodenalis β–giardin in roof runoff was positively correlated with rainfall depth (p-value = 0.05). While physicochemical parameters and impervious area were not found to be correlated with the presence/absence of potentially human-infectious pathogens, significant correlations were found between meteorological parameters and the presence/absence of potentially human-infectious pathogens. Additionally, a weak, yet significant positive correlation, was found only between the concentrations of E. coli and those of Giardia duodenalis β-giardin. This dataset represents the largest-scale study to date of enteric pathogens in U.S. roof runoff collections and will inform treatment targets for different non-potable end uses for roof runoff. However, the dataset is limited by the low percent detection of bacterial and protozoan pathogens,en_US
dc.description.sponsorshipThis project was supported by the National Science Foundation (NSF) Sustainability Research Network (SRN) Cooperative Agreement 1444758. The views expressed in this article are those of the authors and do not necessarily represent the views or the policies of the USEPA. Any mention of trade names, manufacturers or products does not imply an endorsement by the United States Government or the USEPA. EPA and its employees do not endorse any commercial products, services, or enterprises. The authors acknowledge the efforts of citizen science participants in Fort Collins, Tucson, Baltimore, and Miami. The authors also acknowledge the work of Dr. Greg Newman who created “Off the Roof” portal on CitSci (www.citsci.org).en_US
dc.description.urihttps://www.sciencedirect.com/science/article/pii/S0043135422010697en_US
dc.format.extent11 pagesen_US
dc.genrejournal articlesen_US
dc.identifierdoi:10.13016/m2ca5h-fjso
dc.identifier.citationAlja'fari, Jumana et al. "Characterization of roof runoff microbial quality in four U.S. cities with varying climate and land use characteristics." Water Research 225, (15 October 2022). https://doi.org/10.1016/j.watres.2022.119123en_US
dc.identifier.urihttps://doi.org/10.1016/j.watres.2022.119123
dc.identifier.urihttp://hdl.handle.net/11603/26177
dc.language.isoen_USen_US
dc.publisherElsevieren_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Chemical, Biochemical & Environmental Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Center for Urban Environmental Research and Education (CUERE)
dc.rightsThis work was written as part of one of the author's official duties as an Employee of the United States Government and is therefore a work of the United States Government. In accordance with 17 U.S.C. 105, no copyright protection is available for such works under U.S. Law.en_US
dc.rightsPublic Domain Mark 1.0*
dc.rights.urihttp://creativecommons.org/publicdomain/mark/1.0/*
dc.titleCharacterization of roof runoff microbial quality in four U.S. cities with varying climate and land use characteristicsen_US
dc.typeTexten_US
dcterms.creatorhttps://orcid.org/0000-0003-1236-6934en_US

Files

Original bundle

Now showing 1 - 3 of 3
Loading...
Thumbnail Image
Name:
1-s2.0-S0043135422010697-main.pdf
Size:
1.27 MB
Format:
Adobe Portable Document Format
Description:
Main File
Loading...
Thumbnail Image
Name:
1-s2.0-S0043135422010697-mmc1.docx
Size:
26.05 KB
Format:
Microsoft Word XML
Description:
Additional file 1
Loading...
Thumbnail Image
Name:
1-s2.0-S0043135422010697-mmc2.xlsx
Size:
27.37 KB
Format:
Microsoft Excel XML
Description:
Additional file 2

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
2.56 KB
Format:
Item-specific license agreed upon to submission
Description: