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
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