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There are numerous indicators of water quality. Sometimes the land use can provide clues to stream water quality. A wooded stream would likely have better water quality than a channelized stream flowing through an urban environment. Color can also be an indicator. In areas where there has been extensive mining, rust colored water can be a sign of poor water quality. Luckily that is not a problem in Caesar Creek watershed. More likely color indicators of water quality would be a green paint like sheen at the surface of the water, or water with a very green tint and poor visibility. Common tools to determine water clarity include the Secchi disk or a turbidity tube. Here is an example of a homemade secchi disk. The disk is lowered into the water until it is no longer visible then the distance from the disk to the water surface is recorded.
One volunteer program that uses benthic macroinvertebrates as an indication of water quality is the ODNR Stream Quality Monitoring (SQM) program. Rivers and streams in the Ohio Scenic Rivers program are monitored regularly to ensure that the water habitat quality remains high.
Here is a link to the ODNR Stream Quality Monitoring page.