Forecasting Beach Closings and Conditions in the Great Lakes

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E. Coli Frequency Distribution Histogram • Non-normal Distribution – Transformed to the Natural Log
Time Series Analysis Between Grand Haven Ecoli and Precipitation—Lag Relationships 0 2 4 6 Time Lag in Days
Page 1 and 2: Forecasting Beach Closures Using St
Page 3 and 4: Hypothesis: Watershed hydrology pla
Page 5 and 6: Major Sources of Contamination •
Page 7 and 8: Grand River Watershed Grand Rapids
Page 9 and 10: Forecast Model Inputs: •Air Tempe
Page 11 and 12: National Weather Service’s Precip
Page 13 and 14: Grand River Stream flow in Cubic Me
Page 15 and 16: Grand River’s Stream flow and Gro
Page 17: Daily Sewage Discharges into the Gr
Page 21 and 22: Spatially-Explicit, Watershed-Speci
Page 23 and 24: July 18 th 2005 Episodic Event
Page 25 and 26: 45 18 Hurricane Dennis 4 - 13 July
Page 27 and 28: July 27 th 2007 Episodic Event
Page 29 and 30: July 27 th 2007 Episodic - High Pre
Page 31 and 32: May 31, 2007 Event • Temperatures
Page 33: Questions?

Forecasting Beach Closings and Conditions in the Great Lakes

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