Deriving nutrient targets to prevent excessive cyanobacterial densities in U.S. lakes and reservoirs

• Published in: Freshwater biology 2015-09, Vol.60 (9), p.1901-1916
• Main Authors: Yuan, Lester L, Pollard, Amina I
• Format: Article
• Language: English
• Subjects: algorithms; classification; cyanobacteria; data collection; drinking water; hierarchical Bayesian models; lakes; nitrogen content; nutrients; phosphorus; recreation; risk; surface water; temporal variation; variance; water reservoirs; World Health Organization
• ISSN: 0046-5070; 1365-2427
• DOI: 10.1111/fwb.12620

High densities of cyanobacteria can interfere with the use of lakes and reservoirs for recreation and as sources for drinking water, and one approach for reducing the amount of cyanobacteria is to reduce nutrient concentrations in the waterbody. An approach is described for deriving numeric targets for concentrations of total phosphorus (TP) and total nitrogen (TN) that are associated with a pre‐specified probability of cyanobacterial biovolume that exceeds the recommended World Health Organization thresholds for recreation in the water. The analysis consisted of two phases. First, a divisive tree algorithm was used to identify groups of lakes in which the relationship between nutrients and cyanobacterial biovolume was similar. Second, hierarchical Bayesian models were used to estimate relationships between cyanobacterial biovolume, TP and TN, while partitioning the observed variance in biovolume into components associated with sampling variability, temporal variability, and among‐lake differences. The final model accounted for 91% of the variance in cyanobacterial biovolume among different lakes and was used to identify nutrient concentrations that maintain a low probability of excessively high cyanobacterial biovolumes. When no classes of lakes were specified and the relationship between cyanobacterial biovolume and nutrient concentrations was modelled using a national data set, mean targets of 87 and 1100 μg L⁻¹ were derived for TP and TN, respectively, to maintain cyanobacterial biovolume below moderate risk levels as defined by the World Health Organization. After classification, mean nutrient targets in lakes that were found to be most susceptible to high biovolumes of cyanobacteria (i.e. deep lakes) were 61 and 800 μg L⁻¹ for TP and TN, while higher nutrient thresholds were observed for other classes of lakes.