herbicides in metro atlanta streams and rivers data analysis cristal moon

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Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

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Page 1: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Herbicides in Metro Atlanta Streams and Rivers

Data Analysis

Cristal Moon

Page 2: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Rivers

Suwanee Creek

Nickajack Creek

Chattahoochee River

Page 3: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Questions• Do herbicide levels have yearly trends?• Are they related to other factors in surface

water?

Page 4: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Variability of two Pesticides in Chattahoochee

Page 5: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Levels for Nickajack Creek

Page 6: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Levels for Suwanee Creek

Page 7: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Least Squares Regression

+ is levels, green line is regression, red bars are 95% confidence levels

Error variance=0.3095Correlation Coefficient= 0.1375P-value=0.1814

Error variance=0.0089Correlation Coefficient= 0.1681P-value=0.1016

Page 8: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Normal?

Chi2=4,337,300Chi2inv=118.7516Chi2>Chi2inv, therefore distribution is not normal

Chi2= 527.3569, Chi2inv=118.7516Chi2>Chi2inv, therefore distribution is not normal

Page 9: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Discharge vs. Herbicides

Correlation Coefficient: 0.0374P-value=0.7174

Correlation Coefficient: -0.0133P-value= 0.8974

Page 10: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Specific Conductance vs. Herbicides

Correlation Coefficient= -0.1757P-value= 0.0868

Correlation Coefficient= -0.2161P-value= 0.0344

Page 11: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

pH

Correlation Coefficient= 0.0063P-value= 0.9515

Correlation Coefficient=-0.0919P-value= 0.3732

Page 12: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Principle Component Regression

Green is Least-Squares, Blue is Reduced Major Axis, Black is PCR

Page 13: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

LSSA

Significant frequencies (in Hz) at 0.97765Corresponding powers: 16.0276

Significant frequencies (in Hz) at 0.97765Corresponding powers: 8.7976

Page 14: Herbicides in Metro Atlanta Streams and Rivers Data Analysis Cristal Moon

Conclusions

• Annual increase in herbicides early in year• Linear increase over time• Levels not related to pH or discharge• Specific Conductance somewhat correlated