Research Article
Allometric Models for Estimating Tree Volume and Aboveground Biomass in Lowland Forests of Tanzania
Table 6
Parameter estimates and performance of general and site specific models for biomass of tree sections.
| Section | General/sites | Model | Parameter estimates | Error | RMSE | | AIC | | | |
| Tree branches | General | 6 | 0.1379 | 2.1738 | | 0.027 × dbh2.456 | 846.89 | 0.39 | 823.10 | 7 | −1.6031 | 0.2524 | | 0.042 × dbh2.345 | 677.87 | 0.41 | 826.66 | 8 | 0.1364 | 2.1697 | 0.0088 | 0.028 × dbh2.451 | 842.13 | 0.39 | 825.08 | 9 | 0.0434 | 0.8868 | | 0.047 × dbh2.319 | 757.86 | 0.40 | 828.52 | 10 | 0.0270 | 0.9887 | | 0.075 × dbh2.118 | 441.72 | 0.75 | 795.70 | Dindili | 6 | 0.1173 | 2.2750 | | 0.023 × dbh2.441 | 370.47 | 0.75 | 383.04 | 7 | −2.5456 | 0.3211 | | 0.033 × dbh2.375 | 285.20 | 0.76 | 391.26 | 8 | 0.1604 | 2.35962 | −0.2205 | 0.022 × dbh2.455 | 368.64 | 0.76 | 384.92 | 9 | 0.0483 | 0.9083 | | 0.032 × dbh2.380 | 420.12 | 0.62 | 390.90 | 10 | 0.04624 | 0.9549 | | 0.020 × dbh2.510 | 296.64 | 0.72 | 388.60 | Rondo | 6 | 0.1343 | 2.0777 | | 0.046 × dbh2.277 | 619.55 | 0.46 | 422.6 | 7 | 0.1403 | 0.9548 | | 0.041 × dbh2.303 | 620.00 | 0.46 | 421.78 | 8 | 0.000007 | 0.5631 | 4.9456 | 0.141 × dbh1.890 | 531.55 | 0.64 | 405.46 | 9 | 0.0288 | 0.8912 | | 0.047 × dbh2.249 | 594.47 | 0.51 | 416.26 | 10 | 0.05347 | 0.8840 | | 0.205 × dbh1.763 | 345.94 | 0.85 | 394.66 |
| Tree stem | General | 6 | 0.3859 | 1.7794 | | 0.135 × dbh1.994 | 570.48 | 0.49 | 811.60 | 7 | −1.0523 | 0.2482 | | 0.109 × dbh2.053 | 618.81 | 0.49 | 811.76 | 8 | 0.07646 | 1.5073 | 1.0172 | 0.203 × dbh1.859 | 472.48 | 0.62 | 803.40 | 9 | 0.1683 | 0.7287 | | 0.174 × dbh1.903 | 494.66 | 0.60 | 801.86 | 10 | 0.0848 | 0.8726 | | 0.333 × dbh1.658 | 259.49 | 0.85 | 772.30 | Dindili | 6 | 0.2451 | 2.0119 | | 0.086 × dbh2.108 | 358.30 | 0.56 | 390.86 | 7 | −1.1567 | 0.2895 | | 0.103 × dbh2.059 | 343.87 | 0.57 | 390.92 | 8 | 0.0395 | 1.3879 | 1.4583 | 0.181 × dbh1.825 | 212.42 | 0.84 | 377.04 | 9 | 0.0869 | 0.8392 | | 0.118 × dbh1.963 | 260.6 | 0.77 | 388.60 | 10 | 0.0853 | 0.8798 | | 0.108 × dbh1.994 | 277.39 | 0.68 | 380.18 | Rondo | 6 | 0.3944 | 1.7607 | | 0.200 × dbh1.869 | 549.37 | 0.49 | 417.66 | 7 | −5.4258 | 0.2147 | | 0.104 × dbh2.043 | 668.71 | 0.48 | 422.10 | 8 | 0.0278 | 1.2617 | 1.5116 | 0.344 × dbh1.694 | 441.80 | 0.67 | 412.20 | 9 | 0.0808 | 0.8026 | | 0.213 × dbh1.830 | 493.90 | 0.59 | 412.35 | 10 | 0.06812 | 0.8888 | | 0.779 × dbh1.395 | 271.52 | 0.89 | 391.32 |
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