Table 2.
Results of the Field Measurements and of the Monte Carlos Simulation of 52 Field Measurements During the Last Four (Long) Sampling Campaigns
Mean | Standard Deviation | Difference Between Means, del.m (Equation 1a) | Difference in Mean Step Size, del.Diff.m (Equation 1b) | First Order Autocorrelation | Second Order Autocorrelation | ||
---|---|---|---|---|---|---|---|
Field measurements (n = 52) | 0.973 | 0.859 | 0.709 | 0.068 | 0.196 | 0.258 | |
MCS Model 1 (Equation 2) (n = 106) | Average | 0.973 | 0.855 | 0.957 | −0.265 | −0.020 | 0.001 |
2.5%-ile | 0.740 | 0.693 | 0.659 | −0.717 | −0.287 | −0.267 | |
97.5%-ile | 1.207 | 1.025 | 1.270 | 0.251 | 0.249 | 0.267 | |
p-value | 50% | 53% | 5% | 91% | 94% | 97% | |
MCS Model 2 (Equation 3) (n = 106) | Average | 0.979 | 0.847 | 0.894 | −0.111 | 0.145 | 0.164 |
2.5%-ile | 0.708 | 0.692 | 0.624 | −0.588 | −0.105 | −0.082 | |
97.5%-ile | 1.252 | 1.017 | 1.169 | 0.474 | 0.381 | 0.395 | |
p-value | 49% | 57% | 9% | 77% | 65% | 77% |
p-value: MCS quantile of the measured statistic level.
MCS: Monte Carlo simulation, 1 million random realizations, with each realization consisting of a simulation of 52 field measurements.