The data for each pH range was then averaged and at this point a 43 data point rolling average was applied to all the temperature data to smooth the data. The original data, adjusted for the thermocouple calibrations, was used for the statistical analysis.
A Bayesian smoothing technique (Upsdell, 1994) was used to estimate the splines and their least significant intervals (Pb0.05).