“…Amongst these, physical parameters (such as stream bank erosion, turbidity, sedimentation, siltation, flow patterns, water temperature, riparian cover and debris) and chemical parameters (such as dissolved oxygen, biochemical oxygen demand, pH, alkalinity, hardness, nutrients, metals and organic compounds) analyses have been investigated to assess the quality of water (Aweng et al 2011;Zarei & Bilondi 2013). Unfortunately, because sampling and analysis are expensive and because concentrations of pollutants vary greatly with time and location, physical and chemical monitoring alone often cannot detect non point source pollution problems.…”