The larvae of horse fly and deer fly species develop in the mud along pond edges or stream banks, wetlands, or seepage areas.

Uppa's vid taken at a time (mid-august) when deer flies are typically declining could be an indicator... me, I'd take a rocky, clear lake midsummer and avoid the muddy spots until deer fly hell passes.