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<br />cadmium concentrations. Trace-element load esti- <br />mates provide a general characterization of the <br />temporal trace-element load sources and are reported <br />for the seven main-stem river reaches downstream <br />from Leadville. Within each of the seven river reaches, <br />instantaneous trace-element loads were computed for <br />the major tributaries and for the main-stem site at the <br />upstream end of its respective reach. These loads were <br />compared to the trace-element load at the main-stem <br />site located at the downstream end of its respective <br />reach in order 10 estimate the percentage of trace- <br />element load contributed by the tributaries and by the <br />main-stem river in each of the seven reaches. Stonn <br />runoff was sampled only once in the upper basin. <br />Because storm runoff can transport substantial <br />amounts of trace-element-enriched sediment, stonn <br />loads are underrepresented in the load estimates. <br />Loads are not reported for the reach upstream from <br />Leadville because the sampling site on the East Fork <br />of the Arkansas River was upstream from the <br />Leadville Mine Drainage Tunnel, which is the single <br />largest trace-element source in the reach. Therefore, <br />trace-element loading from the East Fork of the <br />Arkansas River could not be accurately estimated. <br />For the purposes of this report, the downstream <br />temporal variability in trace-element concentrations in <br />the upper basin is described in terms of four distinct <br />streamflow regimes. The tour regimes include low <br />flow (October-March), early-snowmelt runoff (April), <br />snowmelt runoff (May-June), and post-snowmelt <br />runoff (July-September). These four regimes differ <br />from the three streamflow regimes described earlier in <br />this report. The distinction of an early-snowmelt <br />runoff regime is important because lower-elevation <br />snowmelt generally occurs during April and begins to <br />flush abandoned mines, mine dumps, and tailing piles <br />of trace-element-enriched water. Although the volume <br />of water that actually flows into the river from these <br />sources during the early-snowmelt regime is relatively <br />small, the effect on trace-element concentrations can <br />be substantial. Low-flow, snowmelt-runoff, and post- <br />snowmelt-runoff regimes are similar to those <br />described previously in the "Streamflow" section of <br />this report. This definition of streamflow regimes for <br />trace-element concentrations in the upper basin serves <br />as a general guideline for the interpretation of <br />temporal trace-element concentrations and is subject <br />to some degree of variability due to year-to-year vari- <br />ability in weather conditions and reservoir operations. <br /> <br />The primary source of trace elements in the <br />upper Arkansas River is metal-laden drainage from <br />abandoned mines and mine tailings (Moran and <br />Wentz, 1974; Wentz, 1974). Nonpoint sources of <br />trace-element-enriched drainage in the upper basin <br />probably are substantial because of the extensive <br />distribution of mine tailings and mine-waste piles <br />throughout the upper basin. However, the most <br />substantial sources of mine drainage are located in the <br />Leadville area and include the Leadville Mine <br />Drainage Tunnel (LMDT) and the Yak Tunnel (Moran <br />and Wentz, 1974; Wentz, 1974; Clements, 1991). The <br />LMDT discharges to the East Fork of the Arkansas <br />River upstream from Leadville, and the Yak Tunnel <br />discharges to California Gulch near Malta (pI. I). <br />Water-treatment plants were operating at both sites in <br />the spring of 1992. Both plants use a chemical- <br />precipitation process to remove metals from the mine <br />drainage before the mine-drainage water is discharged <br />to the receiving streams. The pre-treatment (April <br />1990-March 1992) and post-treatment (April 1992- <br />March 1993) dissolved- and total-recoverable trace- <br />element concentration data were compared for statis- <br />tical differences using the Wilcoxon rank-sum test. <br />Statistical testing on flow-adjusted concentrations was <br />not done because of the absence of any statistically <br />significant explanatory variables for metal concentra- <br />tions. The instantaneous streamflow associated with <br />the water samples collected during the pre-treatment <br />and post-treatment periods also was tested for signifi- <br />cant differences using the Wilcoxon rank-sum test. It <br />was assumed that streamflow had no statistically <br />significant effect on the distribution of trace-element <br />concentrations during the two periods because no <br />significant difference was detected between pre- <br />treatment and post-treatment instantaneous streamflow <br />(T.A. Cohn, U.S. Geological Survey, oral commun., <br />1995). In cases where more than 50 percent of the <br />trace-element data at a given site were less than the <br />reporting level, the rank-sum test was not done. <br /> <br />Cadmium <br /> <br />The median dissolved-cadmium concentration <br />typically was largest at Malta and decreased substan- <br />tially downstream (fig. 6). Moore and R~mamoorthy <br />(1984) reported that dissolved-cadmium concentra- <br />tions in unpolluted freshwater typically range from 10 <br />to 100 ngfL. The substantial decrease in dissolved- <br />cadmium concentrations between Malta and Granite <br /> <br />16 Wata,-Quallty A..a..ment oltha Arkan.a. Rive' Basin, Southea.tern Colorado, 199~3 <br />