Table 3. Linear model relationships between nitrification rates (μg N L-1 d-1) and NH4+ concentrations (μg N L-1), using the linear permutations modeling approach.
Data usage | Linear model permutation | Model fit, significance, and degrees of freedom |
---|---|---|
All data (literature and this study) | Log(Nitrification rate+1) = 0.0012 × NH4+-N +0.62 | Adjusted R2 = 0.47, P < 0.001, 20 DF |
All data (literature and this study, excluding Pasqua Lake) | Log(Nitrification rate) = 0.0009 × NH4+-N– 0.51 | Adjusted R2 = 0.06, P = 0.14, 19 DF |
Only literature data | Log(Nitrification rate) = 0.0019 × NH4+-N + 0.68 | Adjusted R2 = 0.70, P = 0.003, 7 DF |