Table 2.
Comparison of local and global models predicting fine root intersect densities (number of fine root intersects per 25 cm2 grid cell) across soil profiles, stand ages, and soil types.
Soil profile | Stand age (yr) | Soil type | Local models | R2 | RMSE | Global models | R2 | RMSE | Fobs |
---|---|---|---|---|---|---|---|---|---|
P0 | 1 | 20% clay | FRD = 1.4677 − 0.2960D + 6.7027exp(−19.0512D) | 0.91 | 0.23 | FRD = 1.3307 − 0.2587D + 5.3375exp(−19.3729D) | 0.83 | 0.28 | 15.4**** |
P1 | FRD = 1.1931 − 0.2213D + 3.9528exp(−19.7684D) | 0.78 | 0.26 | ||||||
P0 | 2 | 20% clay | FRD = 1.9000 − 0.3504D + 3.7492exp(−4.0025D) | 0.83 | 0.24 | FRD = 1.6917 − 0.3118D + 3.6078exp(−3.4614D) | 0.94 | 0.25 | 9.4**** |
P1 | FRD = 1.4520 − 0.9407D − 0.1275exp(−0.6502D) | 0.95 | 0.22 | ||||||
P0 | 3.5 | 20% clay | FRD = 2.7974exp(−0.7111D) | 0.90 | 0.21 | FRD = 2.7168exp(−0.7178D) | 0.88 | 0.22 | 2.7 NS |
P1 | FRD = 2.6385exp(−0.7262D) | 0.87 | 0.22 | ||||||
P0 | 6 | 20% clay | FRD = 1.4419 − 0.1743D + 18.1805exp(−14.7543D) | 0.92 | 0.36 | FRD = 1.4221 − 0.1726D + 17.1942exp(−13.1137D) | 0.92 | 0.36 | 2.2 NS |
P1 | FRD = 1.4023 − 0.1709D + 16.4777exp(−11.8440D) | 0.93 | 0.35 | ||||||
All | 1 | 20% clay | FRD = 1.3307 − 0.2587D + 5.3375exp(−19.3729D) | 0.83 | 0.17 | FRD = 1.2318 − 0.1649D + 6.9213exp(−9.0045D) | 0.69 | 0.54 | 330.0**** |
2 | FRD = 1.6917 − 0.3118D + 3.6078exp(−3.4614D) | 0.94 | 0.25 | ||||||
3.5 | FRD = 2.7168exp(−0.7178D) | 0.88 | 0.22 | ||||||
6 | FRD = 1.4221 − 0.1726D + 17.1942exp(−13.1137D) | 0.92 | 0.36 | ||||||
All | 6 | 40% clay | FRD = 1.8160 − 0.2120D + 11.4810exp(−8.0817D) | 0.91 | 0.38 | FRD = 1.6472 − 0.1964D + 14.7334exp(−11.3966D) | 0.90 | 0.40 | 39.9**** |
20% clay | FRD = 1.4221 − 0.1726D + 17.1942exp(−13.1137D) | 0.92 | 0.36 |
F-tests compare local models with a global model.
Only parameters significantly different from 0 (P < 0.05) are shown. D is soil depth in meters. NS, *, **, *** and
indicate non-significant differences at P < 0.05 and significant differences at the thresholds of 0.05, 0.01, 0.001, and 0.0001, respectively.