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iii LIST OF FIGURES  vi LIST OF TABLES  xiv CHAPTER 1: INTRODUCTION AND RESEARCH QUESTIONS  1 1.1 Project Background  1 1.2 Research Questions  3 1.3 Chapter Outline  3 CHAPTER 2: LITERATURE REVIEW  4 2.1 Urban Runoff Sampling  4 2.2 Established Sampling Strategies  5 2.3 Reported Trends in Stormwater Quality  7 2.4 Statistical Analysis and Applied Regression  10 2.5 Infill Development and Effects on Water Quality  11 2.6 Metals in Stormwater: sources, types, and forms  13 2.7 Nutrients: Sources, Types, and Forms  15 CHAPTER 3: METHODS  18 3.1 GIS Delineation  18 3.2 Impervious Area Determination  18 3.3 Zoning Distribution  18 3.4 Rainfall Estimation  19 3.5 Sampling Locations  19 3.6 Field Collection Procedures  19 3.7 Lab Analysis Methods  21 3.8 Load Comparisons  22 3.9 CDPHE Water Quality Standards  23 3.10 Statistical Methods  24 3.10.1 Summary Statistics  24 3.10.2 Anderson-Darling test for normality  25 3.10.3 Pearson Correlation  25 3.10.4 Box-Cox Transformation  26 3.10.5 One-Way Analysis of Variance (ANOVA)  26 3.10.6 Analysis of Covariance (ANCOVA)  28 CHAPTER 4: RESULTS  30 4.1 GIS Analysis  30 4.2 Dry Weather Urban Water Quality  33 4.3 Snowmelt Results  37

Quantifying the Effects of Residential Infill Redevelopment on Urban Stormwater Quality in Denver, Colorado