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San Simon Sub-Basin - Arizona Department of Environmental Quality

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Aquifer Constituent Co-variation<br />

Alluvial Aquifer - Sample sites in the alluvial<br />

aquifer reflected the relative uniformity <strong>of</strong> this waterbearing<br />

unit with strong positive correlations among<br />

TDS, SC, hardness, major ions (calcium, magnesium,<br />

sodium, chloride, and sulfate), and nitrate (Pearson<br />

Correlation Coefficient test, p ≤ 0.05). Other patterns<br />

<strong>of</strong> interest include positive correlations among pHlab,<br />

pH-field, bicarbonate, and fluoride as well as<br />

among temperature, potassium, and bicarbonate.<br />

TDS concentrations are best predicted among cations<br />

equally by calcium, sodium and magnesium<br />

concentrations while among anions, sulfate is the best<br />

predictor (multiple regression analysis, p≤ 0.01).<br />

Bedrock - Sample sites in bedrock areas exhibited<br />

the highest degree <strong>of</strong> significant correlations and the<br />

most interesting patterns. TDS and SC were<br />

positively correlated with major ions (calcium,<br />

magnesium, sodium, bicarbonate, chloride, and<br />

sulfate) as well as with temperature, pH-lab,<br />

hardness, boron, and fluoride (Pearson Correlation<br />

Coefficient test, p ≤ 0.05). However, this pattern<br />

bifurcated depending on whether the dominant cation<br />

was calcium or sodium. Calcium was intercorrelated<br />

with hardness, magnesium, bicarbonate,<br />

and sulfate. In contrast sodium was inter-correlated<br />

with potassium, bicarbonate, chloride, nitrate,<br />

arsenic, boron, and fluoride. Perhaps the most<br />

interesting bedrock correlation was between nitrate<br />

and both oxygen-18 and deuterium; this indicates that<br />

higher nitrate concentrations are more likely to be<br />

from recently recharged water.<br />

Lower Aquifer - Sample sites in the lower aquifer<br />

had relatively few significant correlations. Positive<br />

correlations occurred among TDS, SC, temperature,<br />

sodium, and sulfate (Pearson Correlation Coefficient<br />

test, p ≤ 0.05). Fluoride concentrations from samples<br />

collected from the lower aquifer are <strong>of</strong>ten elevated<br />

over water quality standards. This constituent has<br />

important correlations with both pH-field (positive)<br />

and calcium (negative).<br />

TDS concentrations are best predicted among cations<br />

by sodium concentrations while among anions,<br />

sulfate and chloride are almost equally the best<br />

predictor (multiple regression analysis, p≤ 0.01).<br />

Upper Aquifer - Sample sites in the upper aquifer<br />

had the common significant positive correlations<br />

among TDS, SC, hardness, major ions (calcium,<br />

magnesium, sodium, potassium, chloride, and sulfate)<br />

and nitrate (Pearson Correlation Coefficient test, p ≤<br />

0.05). Of particular interest is the TDS-nitrate<br />

relationship which may indicate that the poor quality,<br />

salt-laden irrigation water that recharges the upper<br />

aquifer also frequently carries with it nitrate.<br />

TDS levels are best predicted among cations by<br />

sodium concentrations while among anions, sulfate is<br />

the best predictor (multiple regression analysis, p≤<br />

0.01).<br />

TDS concentrations are best predicted among cations<br />

by calcium concentrations while among anions,<br />

sulfate is the best predictor (multiple regression<br />

analysis, p≤ 0.01).<br />

GROUNDWATER QUALITY PATTERNS<br />

Spatial Variation<br />

29

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