Discovered an analysis of several low cost off the shelf sensors, Ben Tan (2017). Laboratory Evaluation of Low to Medium Cost Particle Sensors, UWSpace. I've had a skim read. He gets into some of the maths behind it all, and describes the underlying physics. The evaluation is a bit scathing of the field, but useful.
Evaluating LCOTS PM sensors
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