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pound classes: carbamates, chlorophenoxy acid herbi- <br />cides, organochlorine and organophosphorus <br />insecticides, and triazine and other nitrogen- containing <br />herbicides. The time period selected was water years <br />1980 -92. This 12 -year span is of sufficient length to <br />detect trends while minimizing variability due to <br />changes in analytical techniques. <br />The data set was next screened in several ways <br />to ensure only appropriate data were included: <br />1. Data were screened by medium, such as water or <br />sediment; and by site type, such as surface <br />water or ground water. <br />2. Data were screened to remove replicate samples, <br />blanks, quality - control samples, and the like. <br />3. Where more than one sample was collected in a <br />given month at a site, only the first sample of <br />the month was retained, in order to remove <br />temporal bias. <br />4. Data that were affected by changes in laboratory <br />methods or otherwise determined to be biased <br />were not used. For example, from 1980 -82, <br />the National Water Quality Laboratory <br />(NWQL) of the USGS had ammonia contami- <br />nation that caused a positive bias for concentra- <br />tions of ammonia species; and in May 1990, <br />the NWQL changed method protocols for total <br />phosphorus determinations (U.S. Geological <br />Survey, written commun., 1992). Conse- <br />quently, for trend analyses, the following data <br />were used in this retrospective report: (a) for <br />total organic nitrogen plus ammonia, dissolved <br />organic nitrogen plus ammonia, and dissolved <br />ammonia, only data for water years 1982 -92; <br />and, (b) for total phosphorus, only data for <br />water years 1980 -90. <br />5. After the above data screening, sites were <br />accepted only if there were at least six data <br />observations over a period of at least 2 years <br />Next, sampling sites were screened and selected: <br />1. Where sites were closely spaced, for example due <br />to a site - specific water - quality study, only one <br />site was selected from the cluster. <br />2. Well sites were used only if they had aquifer and <br />well -depth information available. <br />3. Where surface -water sites were closely spaced, <br />sites having daily streamflow records were <br />preferentially selected. <br />As a result of data selection and screening, data <br />were assembled for 54 surface -water sites and <br />107 wells (figs. 9 and 10). The agency source of data <br />for selected surface -water sites is listed in table 5. Sur- <br />face -water data primarily came from the USGS <br />National Water Information System (NWIS) database <br />(36 sites), which contains data collected for a variety of <br />purposes by USGS personnel and their cooperators. <br />Data from 12 surface -water sites originated in USEPA <br />Storage and Retrieval ( STORET) data base; these data <br />were collected by the Denver Water Department, the <br />U.S. Army Corps of Engineers, the Colorado Depart- <br />ment of Health, and the USEPA. Data from four sites <br />were collected by the Denver Regional Council of <br />Governments ( DRCOG), as part of the Bear Creek <br />Reservoir Clean Lakes Study. Data for two sites were <br />collected by the MWRD as part of their monitoring <br />activities near their discharge point. <br />The agency source of data for selected ground- <br />water sites is listed in table 6. Ground -water data <br />(75 sites) primarily came from the USGS NWIS data- <br />base. Data from 32 ground -water sites were collected <br />by the Northern Front Range Water Quality Planning <br />Association (NFRWQPA) as part of a nitrates -in- <br />ground -water monitoring effort. <br />Quality Assurance of Data <br />To document the quality of the data used in this <br />report, information was collected about the quality - <br />assurance programs for each agency source of data. <br />Ideally, for comparisons of data, samples should have <br />comparable collection, storage, preservation, analysis, <br />and quality- control methods. <br />The USGS collects equal- discharge- increment <br />(EDI) or equal - width- increment (EWI) composite sur- <br />face -water samples to ensure a representative sample is <br />taken of the entire stream (Edwards and Glysson, <br />1988). The collection methods used by agencies con- <br />tributing data to the USEPA STORET database often <br />could not be ascertained. DRCOG samples were grab <br />samples. Some of the MWRD samples were grab sam- <br />ples collected just below the surface in flowing water <br />(Roy Zimmerman, Metro Wastewater Reclamation <br />District, written commun., 1992); however, the major- <br />ity of samples collected were EWI composites. The <br />USGS has protocols for ground -water sampling such as <br />purging of wells, placement of pumps in wells, and <br />equipment and collection methods for sample parame- <br />ters (Wood, 1976), but the protocols used by other <br />agencies are unknown. <br />For this report, laboratory analyses were consid- <br />ered reliable if they were performed by the USEPA or <br />SOURCES AND CHARACTERISTICS OF AVAILABLE WATER - QUALITY DATA 19 <br />