Water quality monitoring and contaminants analysis with coffee-ring effect by machine learning / Xiaoyan Li.

In the first stage, a low-cost tap water fingerprinting technique was explored using the coffee ring effect, which produces distinguishable residue patterns after tap water evaporates. This technique was evaluated by photographing tap water droplets from different communities in southern Michigan wi...

Full description