Water quality management is crucial to environmental and public health management,
especially in states like Ohio, where agriculture is vital to the economy. Lake Erie, which borders
the State of Ohio, is a significant agricultural runoff waterbody that faces unique water quality
challenges. Over the years, scientists have extensively researched water quality, focusing on
parameters like the biological, chemical, and physical characteristics of water bodies.