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Quantitative polymerase chain reaction (qPCR): An alternative, rapid water quality monitoring tool at a National Park on Lake Michigan.
Data were collected to evaluate the efficacy of quantitative polymerase chain reaction (qPCR) as a rapid, alternative method for monitoring recreational water at select beaches and rivers of Sleeping Bear Dunes National Lakeshore (SLBE), in Empire, Michigan. Water samples were collected between August 4 and September 18, 2014 (N=297) from four locations (Esch Rd, Otter Creek, Platte Bay, and Platte River). The samples were analyzed for indicator bacteria, E. coli and enterococci, by both culture-based (membrane filtration, MF; traditional method) and non-culture based (qPCR; rapid method). Recreational water quality standards (RWQS) and beach action values (BAV) were used as indices to compare water quality standard exceedances for MF and qPCR methods; for enterococci: 70 colony-forming units (MF) and 1,000 calibrator cell equivalents and for E. coli: 235 colony-forming units (MF); currently, there are no established RWQS based for qPCR (i.e., CCE) results.
The CultureBasedData data include E. coli and enterococci culture-based bacterial counts. Data from the qpcr_v3 file includes results from quantitative polymerase chain reaction (qPCR) method for estimation of E. coli and enterococci counts by DNA-based methods. The Lat_Long file includes information regarding sampling sites at each of the four locations and their corresponding latitude and longitudes.
Complete Metadata
| @id | http://datainventory.doi.gov/id/dataset/eef1ce051be2b99190902a009cb98165 |
|---|---|
| bureauCode |
[ "010:12" ] |
| identifier | USGS:5a4cf831e4b0d05ee8c4cae0 |
| spatial | -86.2077,44.6857,-86.0374,44.8086 |
| theme |
[ "geospatial" ] |