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Summary Statistics 28 |
Factor Analysis and Clustering 28 |
Factor Analysis 29 |
Hierarchical Clustering 31 |
Clusters Characteristics 36 |
Freshwater Flow 36 |
Salinity 37 |
Temperature 39 |
Turbidity 39 |
Nitrite (NO2) 40 |
Nitrate (NO3) 41 |
Ammonium (NH4) 42 |
Total Nitrogen (TN) and Total Organic Nitrogen (TON) 43 |
Total Phosphorous (TP) 45 |
Chlorophyll a (CHLa) 46 |
Total Organic Carbon (TOC) 47 |
Dissolved Oxygen (DO) 48 |
Trend Analysis 50 |
Total Nitrogen 51 |
Total Phosphorous 51 |
Total Organic Carbon 53 |
Chlorophyll a 54 |
Dissolved Inorganic Nitrogen 55 |
Salinity 56 |
Dissolved Oxygen 57 |
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Temperature 57 |
SECTION 4: BOX-MODEL 60 |
SECTION 5: THREATS TO BISCAYNE NATIONAL PARK RESOURCES 68 |
Habitat Loss and Impairment 69 |
Coastal Development 69 |
Channelization/Sheet Flow Barriers 70 |
Habitat Fragmentation 71 |
Power Plants 71 |
Water Quality 72 |
Nutrient enrichment 73 |
Turbidity 74 |
Microbial contamination 74 |
Pesticides and herbicides 75 |
Metals 76 |
Anti-fouling agents 77 |
PCBs and PAHs 78 |
Climate Change 78 |
Sea Level Rise 79 |
Ocean acidification 79 |
SECTION 6: NUMERIC NUTRIENT CRITERIA 82 |
Segmentation of South Florida Waters 84 |
Numeric Nutrient Criteria 87 |
Threshold Analysis 89 |
Criteria 94 |
RECOMMENDATIONS 96 |
REFERENCES 98 |
APPENDIXES |
APPENDIX 1: Cetacean Logic Foundation Box-Model Report |
APPENDIX 2: Data Source Description |
APPENDIX 3: Master Database |
APPENDIX 4: Time-series Analysis with Zcusum Charts |
APPENDIX 5: Summary Statistics |
APPENDIX 6: Method for Derivation of Protective Numeric Nutrient Criteria |
APPENDIX 7: Detection Limits for FIU Biogeochemical data |
APPENDIX 8: Biscayne Bay Factor Analysis |
APPENDIX 9: Akritas Theil Sen Regression Results |
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LIST OF FIGURES page |
Figure 1.1: Location of FIU sampling sites in Biscayne Bay 9 |
Figure 1.2: Location of DERM sampling sites in Biscayne Bay 9 |
Figure 1.3: Location of BNP sampling sites in Biscayne Bay 10 |
Figure 1.4: Summary of QA/QC procedures and summary statistics 11 |
Figure 2.1: Satellite image of Biscayne National Park 14 |
Figure 2.2: Sediment type map for Biscayne Bay bottom 17 |
Figure 2.3: Protected areas in the vicinity of the Biscayne National Park 19 |
Figure 2.4: Precipitation time-series and seasonality of precipitation 21 |
Figure 2.5: Zcusum charts for precipitation on BNP watershed 22 |
Figure 2.6: Zcusum of rain chemical composition 23 |
Figure 2.7: Average Flow contributions to Central and South Biscayne Bay 24 |
Figure 2.8: Box-plots of WQ biogeochemical composition 25 |
Figure 2.9: Low-productivity forest and Coastal Wetlands 27 |
Figure 3.1: Caccia and Boyer (2005) and Hunt and Todt (2006) subdivision 30 |
Figure 3.2: Cluster tree showing water classes for Biscayne Bay 32 |
Figure 3.3: Cluster evolution of Biscayne Bay 33 |
Figure 3.4: Final biogeochemical segmentation of Biscayne Bay waters 34 |
Figure 3.5: Correspondence of spatial classifications of Biscayne Bay 35 |
Figure 3.6: Net freshwater contribution to Biscayne Bay 37 |
Figure 3.7: Seasonal variability of salinity 38 |
Figure 3.8: Seasonal variability of Temperature in BB 39 |
Figure 3.9: Seasonal variability of Turbidity in th BB 40 |
Figure 3.10: Seasonal variability of NO2 in BB 41 |
Figure 3.11: Seasonal variability of NO3 in BB 42 |
Figure 3.12: Seasonal variability of NH4 in BB 43 |
Figure 3.13: Seasonal variability of TN in BB 44 |
Figure 3.14: Seasonal variability TON in BB 44 |
Figure 3.15: Seasonal variability of TP in BB 45 |
Figure 3.16: Seasonal variability of CHLa BB 47 |
Figure 3.17: Seasonal variability of TOC in BB 47 |
Figure 3.18: Seasonal variability of DO in BB 48 |
Figure 3.19: TN Zcusum for trends in Biscayne Bay 52 |
Figure 3.20: TP Zcusum for trends in Biscayne Bay 53 |
Figure 3.21: TOC Zcusum for trends in Biscayne Bay 54 |
Figure 3.22: CHLa Zcusum for trends in Biscayne Bay 55 |
Figure 3.23: Hurricane Irene track over Southeast Florida 55 |
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