Skip to main content
. 2023 Aug 21;18(8):e0289679. doi: 10.1371/journal.pone.0289679

Table 4. Best fit models.

Response Best model Equationb, c Adj. R2 RMSE
Aboveground Biomass, Robinia pseudoacacia D2H×t AGB=exp(6.4678tC4.5032t104.3952t152.6261t15+P+1.4730ln(D2H)tC+1.1393ln(D2H)t10+1.0992ln(D2H)t15+0.8934ln(D2H)t15+P) 0.997 6%
Aboveground Biomass, Betula nigra D×H+t AGB=exp(3.9685tC4.5197t104.1638t154.1651t15+P+1.6614ln(D)+1.9429ln(H)0.1963ln(D)ln(H)) 0.989 14%
Aboveground Biomass, Gliricidia sepium D2H×A AGB=exp(3.1365+0.4930ln(D2H)+0.5685ln(A)+0.0658ln(D2H)ln(A)) 0.984 33%
Aboveground Biomass, Casuarina equisetifolia D2H+A AGB=exp(2.5574+0.5856ln(D2H)+0.3754ln(A)) 0.918 35%
Aboveground Biomass, Psidium cattleianum D+H+A×t AGB=exp(0.5735tC0.6268t100.2870t150.6349t15+P0.1764ln(D)+1.2340ln(H)+1.2708ln(A)tC+0.9806ln(A)t10+0.5058ln(A)t15+0.6404ln(A)t15+P) 0.928 26%
Aboveground Biomass, Acacia koa D 2 HA AGB=exp(2.7031+0.6224ln(D2HA)) 0.971 29%
Aboveground Biomass, Morella faya D2H×A×t AGB=exp(1.8949tC+0.1149t103.2917t151.2393t15+P+0.6439ln(D2H)tC0.0540ln(D2H)t10+1.0310ln(D2H)t15+0.4438ln(D2H)t15+P+0.6031ln(A)tC+1.3206ln(A)t10+0.2671ln(A)t15+0.6183ln(A)t15+P0.0140ln(D2H)ln(A)tC+0.0595ln(D2H)ln(A)t100.0304ln(D2H)ln(A)t150.0054ln(D2H)ln(A)t15+P) 0.989 12%
Aboveground Biomass, Dodonaea viscosa D2HA×t AGB=exp(2.3153tC2.4033t101.7860t153.1044t15+P+0.6153ln(D2HA)tC+0.5891ln(D2HA)t10+0.5150ln(D2HA)t15+0.7999ln(D2HA)t15+P) 0.987 20%
Belowground Biomass, Robinia pseudoacacia D×t BGB=exp(4.6027tC6.3219t104.6041t153.3184t15+P+2.9721ln(D)tC+3.4241ln(D)t10+2.6873ln(D)t15+2.1638ln(D)t15+P) 0.993 7%
Belowground Biomass, Betula nigra D+H BGB=exp(4.5366+1.3177ln(D)+1.4844ln(H)) 0.947 41%
Biomass, Robinia pseudoacacia D2H×t B=exp(6.0392tC4.4716t103.8000t152.0512t15+P+1.4751ln(D2H)tC+1.1757ln(D2H)t10+1.0561ln(D2H)t15+0.8392ln(D2H)t15+P) 0.998 6%
Biomass, Betula nigra D+H+t B=exp(3.3913tC3.9491t103.5645t153.5502t15+P+1.4974ln(D)+1.5470ln(H)) 0.986 17%
Foliage, Robinia pseudoacacia D FB=exp(5.9554+2.8514ln(D)) 0.832 70%
Foliage, Betula nigra DHA FB=exp(9.9883+3.0465ln(D)+3.6711ln(H)1.3975ln(A)) 0.813 130%
Foliage, Gliricidia sepium D FB=exp(6.5919+3.3388ln(D)) 0.935 82%
Foliage, Casuarina equisetifolia D 2 HA FB=exp(3.4694+0.4713ln(D2HA)) 0.820 79%
Foliage, Psidium cattleianum D 2 HA FB=exp(2.2891+0.3076ln(D2HA)) 0.802 16%
Foliage, Acacia koa D 2 HA FB=exp(3.3293+0.5255ln(D2HA)) 0.942 40%
Foliage, Morella faya D 2 HA FB=exp(2.5505+0.5395ln(D2HA)) 0.964 35%
Foliage, Dodonaea viscosa D 2 HA FB=exp(3.1353+0.4958ln(D2HA)) 0.870 61%
Twigs, Robinia pseudoacacia DHA TwB=exp(4.1455+3.4179ln(D)2.7893ln(H)+0.6997ln(A)) 0.951 32%
Twigs, Betula nigra D 2 HA TwB=exp(3.3878+0.4684ln(D2HA)) 0.942 40%
Twigs, Gliricidia sepium D+H+A TwB=exp(7.003+1.9611ln(D)0.7271ln(H)+0.8040ln(A)) 0.950 70%
Twigs, Casuarina equisetifolia D2H×A TwB=exp(1.42770.2137ln(D2H)+0.0973ln(A)+0.1686ln(D2H)ln(A)) 0.917 34%
Twigs, Psidium cattleianum D 2 HA TwB=exp(2.8927+0.4290ln(D2HA)) 0.990 4%
Twigs, Acacia koa D 2 HA TwB=exp(5.0404+0.6076ln(D2HA)) 0.935 51%
Twigs, Morella faya D2H×A TwB=exp(2.9210+0.4098ln(D2H)+1.4436ln(A)0.1092ln(D2H)ln(A)) 0.982 27%
Twigs, Dodonaea viscosa D 2 HA TwB=exp(3.6262+0.5445ln(D2HA)) 0.880 65%
Secondary stem, Robinia pseudoacacia D SSB=exp(5.7638+3.1684ln(D)) 0.947 46%
Secondary stem, Betula nigra D SSB=exp(6.6658+2.7654ln(D)) 0.777 96%
Secondary stem, Gliricidia sepium N/A N/A N/A N/A
Secondary stem, Casuarina equisetifolia D+H+A SSB=exp(4.6921+0.2979ln(D)+1.1462ln(H)+0.8321ln(A)) 0.980 24%
Secondary stem, Psidium cattleianum N/A N/A N/A N/A
Secondary stem, Acacia koa D 2 HA SSB=exp(7.0019+1.0096ln(D2HA)) 0.966 34%
Secondary stem, Morella faya N/A N/A N/A N/A
Secondary stem, Dodonaea viscosa N/A N/A N/A N/A
Main stem, Robinia pseudoacacia D 2 H MSB=exp(4.3149+0.9592ln(D2H)) 0.980 22%
Main stem, Betula nigra D+H MSB=exp(4.0102+0.4005ln(D)+2.6984ln(H)) 0.983 23%
Main stem, Gliricidia sepium D2H×A MSB=exp(3.5876+0.4966ln(D2H)+0.6297ln(A)+0.0607ln(D2H)ln(A)) 0.977 44%
Main stem, Casuarina equisetifolia D 2 HA MSB=exp(3.3659+0.5172ln(D2HA)) 0.938 42%
Main stem, Psidium cattleianum D 2 HA MSB=exp(4.2078+0.7903ln(D2HA)) 0.970 15%
Main stem, Acacia koa D+H MSB=exp(3.9788+0.8887ln(D)+2.2316ln(H)) 0.993 12%
Main stem, Morella faya D 2 HA MSB=exp(3.3604+0.6877ln(D2HA)) 0.991 20%
Main stem, Dodonaea viscosa D 2 H MSB=exp(4.3164+1.0762ln(D2H)) 0.971 28%

aD = Basal diameter in cm; H = height in m; A = canopy width times canopy length (m2); t = fertilization treatment, indicating different parameters for control (tC) vs. +10 g N m−2 y−1 (t10) vs. +15 g N m−2 y−1 (t15) vs. +15 g N m−2 y−1 + 15 g P m−2 y−1 (t15+P). By definition, the ΔAIC value of each of these models is 0 because each model is the best fit among its candidate set [64].

bFor models where treatment has an effect, equations are listed with treatments as binary variables. For example, tc is 1 for the control but 0 for all other treatments.

cAGB = Aboveground biomass; BGB = Belowground biomass; B = Biomass; FB = Foliar biomass; TwB = Twig Biomass; SSB: Secondary stem biomass; MSB = Main stem biomass.

No secondary stems.