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The reason for the importance of several of <br />the factors is more apparent when <br />three-dimensional plots of site scores on the <br />rotated factors are considered (Figures 2, 3, <br />4, and 5). Figures .2 and 3 reveal clearly <br />that three sites are outliers with respect to <br />the other sites in the upper Rio Grande <br />drainage. Two sites on the lower Jemez <br />River were downstream from Soda Dam, an <br />artesian. hot- -mineral spring,-.-both of-these <br />Jemez River sites had unusually high values <br />for potassium and sodium and they were <br />outliers on Factor 2. The Chama River <br />above Espanola was an outlier for Factor 3, <br />which contrasted land use designation with <br />total phosphorus and total suspended solids. <br />The Chama River above Espanola had <br />unusually high values for total phosphorus <br />and total suspended solids and it had the <br />lowest possible score for land use <br />designation. <br />Site scores for Factors 2, 3, and 5 are <br />plotted in Figure 4. An additional outlier <br />site, the Rio. Grande at Buckman Well <br />(Buckman Crossing, Appendix 1), was <br />identified for Factor 5. Recall that Factor 5 <br />contrasted substrate composition with <br />Kjeldahl nitrogen and watershed area. The <br />Rio Grande at Buckman Well had the <br />highest value of all sites for watershed area, <br />the second highest value for Kjeldahl <br />nitrogen, and the lowest possible score for <br />substrate composition. <br />Site scores for Factors 2, 3, and 6 are <br />plotted in Figure 5. Two additional outliers <br />are identified for Factor 6, a contrast of <br />ammonia with nitrate/nitrite. The Chamita <br />River had high ammonia content and low <br />nitrate/nitrite, whereas, Casias Creek had <br />high nitrate/nitrite and low ammonia. <br />was successful at (1) producing factors that <br />eliminated colinearity among the original <br />variables and (2) identifying six outlier, or <br />anomalous, sites in the upper Rio Grande <br />drainage. <br />The site scores on each of the six <br />varimax-rotated environmental factors were <br />subjected to cluster analysis. The cluster <br />-tree for the -31- sites- in -the upper Rio Grande <br />drainage is shown in Figure 1. The analysis <br />identified two ecoregions and one group of <br />three outlier sites (one-half of the six outlier <br />sites identified in ordination plots). <br />Aquatic Ecoregion 1 (cluster 1 in Figure 1, <br />see also Figure 6) includes middle to high <br />elevation sites with a mean of 8504 feet and <br />a range of 7400 feet to 10520 feet. Two of <br />the high elevation sites in the upper Rio <br />Grande drainage did not cluster with the <br />other high elevation sites, i.e., Casias Creek <br />and the Clamita River. Both of these sites <br />were identified as outliers with respect to <br />Factor 6, a contrast of ammonia with <br />nitrate/nitrite. Aquatic Ecoregion 2 <br />(clusters 2a, 2b, and 2c in Figure 1, Figure <br />6) encompassed low to middle elevation <br />sites with a mean of 6740 feet and a range <br />of 5410 feet to 9550 feet. Ignoring the two <br />high elevation outlier sites noted aboves, the <br />mean elevation for sites in Ecoregion 2 is <br />6474 feet with a range of 5410 feet to 7500 <br />feet. Thus, Aquatic Ecoregion 1 and <br />Aquatic Ecoregion 2 have a boundary <br />somewhere around 7400 feet. The <br />boundary between ecoregions is very near <br />the boundary between ecoregions in the <br />upper Rio Granule drainage that were <br />proposed by Omernik (1986, 1987) (Figure <br />7). <br />Within Aquatic Ecoregion 2, three clusters <br />Thus, ordination, in the absence of data of sites were obtained (clusters 2a, 2b, and <br />transformation or elimination of variables <br />10