Table 2.
Annual Soil Respiration: Model Parameters, r2 of Model Fit, Number of Observations, Validation (r2, Slopes and Intercepts of Linear Fits between Modelled and Independently Observed Rates of Soil Respiration), Mean Absolute Error (MAE) and Model Efficiency (ME), r2 of Residuals of Modelled Versus Observed Soil Respiration in Relation to Soil Water Content (SWC), Modelled Annual Soil Respiration Based on Single and on Bin-Averaged Data and Confidence Interval of Annual Soil Respiration (CI, in % Percent of Annual Total Obtained from Bin-Averaged Data)
Site | Model | Model parameters | r 2 | n | Validation |
MAE | ME | Residuals versus SWC r2 |
Annual Rs (g m−2 y−1) Total |
CI (%) | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|
r 2 | Slope | Intercept | ||||||||||
Amplero | 1 | a = 6.05, b = 18.18, k = 0.32 | 0.37 | 120 | 0.39 | 1.35 | −0.71 | 1.59 | 0.37 | 0.29 | 1305 | 40.9 |
Alinya | 3 | Rs10 = 1.99, Eo = 236.9, c = −11.187, d = 0.859 | 0.47 | 806 | 0.50 | 0.82 | 0.36 | 7.85 | 0.35 | 0.00 | 494 | 17.1 |
Monte Bondone | 3 | Rs10 = 5.39, Eo = 384.3, c = −0.0059, d = 0.035 | 0.74 | 430 | 0.82 | 1.09 | −0.70 | 7.55 | 0.68 | 0.01 | 1743 | 17.1 |
Oensingen 1 | 1 | a = 14.84, b = 17.22, k = 0.17 | 0.45 | 131 | 0.44 | 1.02 | 1.38 | 2.76 | 0.75 | 0.00 | 1988 | 87.4 |
Stubai 1 | 1 | a = 12.69, b = 23.29, k = 0.25 | 0.66 | 380 | 0.71 | 1.01 | −0.10 | 1.22 | 0.97 | 0.04 | 1792 | 11.2 |
Stubai 3 | 1 | a = 5.33, b = 8.95, k = 0.18 | 0.48 | 1066 | 0.51 | 1.03 | −0.15 | 0.81 | 0.83 | 0.10 | 729 | 9.4 |
Berchtesgaden 1 | 2 | Rs10 = 3.83, Eo = 310.2 | 0.80 | 55 | 0.68 | 0.86 | 0.77 | 0.95 | 0.96 | 0.03 | 1378 | 22.0 |
Berchtesgaden 2 | 2 | Rs10 = 2.86, Eo = 260.2 | 0.77 | 68 | 0.67 | 0.93 | 0.34 | 0.82 | 0.97 | 0.05 | 907 | 32.0 |
Berchtesgaden 3 | 2 | Rs10 = 3.16, Eo = 288.7 | 0.77 | 55 | 0.84 | 0.98 | 0.65 | 0.90 | 0.96 | 0.01 | 1070 | 19.7 |
Carlow | 3 | Rs10 = 3.19, Eo = 269.8, c = −7.109, d = 0.422 | 0.44 | 69 | 0.34 | 0.90 | 0.22 | 8.70 | 0.50 | 0.06 | 1166 | 69.7 |
Auchencorth Moss | 2 | Rs10 = 2.09, Eo = 541.3 | 0.65 | 22 | 0.47 | 0.69 | 0.53 | 0.46 | 0.91 | 0.06 | 529 | 62.9 |
Cow Park | 1 | a = 5.65, b = 520.23, k = 0.84 | 0.23 | 1044 | 0.19 | 0.81 | 0.98 | 1.84 | 0.82 | 0.09 | 1246 | 12.5 |
Varriö | 1 | a = 1.71, b = 17.15, k = 0.11 | 0.45 | 26 | 0.39 | 0.88 | 0.08 | 0.13 | 0.83 | n.a. | 58 | 23.9 |