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			 Analyzing Urbanization and Population Change: 1992-2011 Paducah, Kentucky 
			Amber Crawford, Murray State Univer 
 
	
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			 Anthropogenic Impacts on Encrusters in Association with Mercenaria mercenaria in Long Island Sound: Dead Shells are Data, Not Trash 
			Marie White, Murray State University 
 
	
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			 Automated Geomorphic Landform Extraction Using a LiDAR Derived Dataset in a Low Relief Alluvial Landscape 
			Lance Stewart 
 
	
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			 Can drone imagery be used to predict riparian shading? 
			Alex Woolen 
 
	
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			 Comparing Soil Properties Through Geochemical Data and a Geographic Information System:  A Soil Study of Gona, Ethiopia 
			Kevin Takashita-Bynum, Murray State University 
Gary Stinchcomb, Murray State University 
Haluk Cetin, Murray State University 
 
	
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			 Correlations Between Climate Variables and Amphibian Diversity of Florida 
			Matthew Wittman 
 
	
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			 Effects of Elevation on Stream Flow: Iowa River 
			Amber Crawford, Murray State University 
 
	
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			 Examining the relationship between soil characteristics and vegetation phenology: what is the role of soil temperature and soil moisture? 
			Monika Staszczak 
 
	
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			 Focus Study for E. coli in the Clayton Creek Watershed 
			Palistha Shrestha 
 
	
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			 Groundwater Contamination at Coal Ash Deposit Sites in Kentucky 
			Brandon Rose 
 
	
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			 Hot Vegetation under the Radar 
			Javus Yandal 
 
	
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			 Kentucky Flood and Flash Flood Comparison of 1996 and 2017 Using GIS 
			Harrison Kelly 
 
	
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			 Locations in South America Where Amphibians Will Likely be Negatively Impacted by Climate Change 
			Patricia Harris 
 
	
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			 Mapping the Distribution of Brown Trout in the Contiguous United States Since 1800 Using a Geographic Information System 
			Alex Cline 
Alex Cline 
 
	
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			 Raising Hellbenders: A Remote Sensing Approach to Habitat Restoration 
			Katherine Johnson 
 
	
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			 Studying the Development of Algal Blooms in Lake Erie 
			Steven Collett 
 
	
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			 The Comparison of Chlorophyll α and Primary Productivity at Ledbetter Embayment and Panther Creek from 2009 through 2017 
			Morgan Franklin, Murray State University 
 
	
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