Model Relationship

PredCarb vs PlotCarb

R

p-value

AIC

Univariate Model

KCarbMod_Elev < −lm(Carb~Elev)

0.83

0.00

99.79

KCarbMod_pH < −lm(Carb~pH)

0.90

0.00

94.29

KCarbMod_BLD < −lm(Carb~BLD)

0.79

0.00

102.21

KCarbMod_SOC < −lm(Carb~SOC)

0.86

0.00

97.42

KCarbMod_EVI < −lm(Carb~EVI)

0.86

0.00

97.51

TCarbMod_Slope < −lm(Carb~Slope)

0.57

0.10

77.04

TCarbMod_SOC < −lm(Carb~SOC)

0.77

0.01

71.58

TCarbMod_EVI < −lm(Carb~EVI)

0.67

0.03

74.79

TCarbMod_Pop < −lm(Carb~Pop)

0.05

0.89

80.71

Multivariate Model

KCarbMod1 < −lm(Carb~Elev + Slope)

0.83

0.00

99.60

KCarbMod2 < −lm(Carb~Elev + I(Elev2) + Slope)

0.83

0.00

99.87

KCarbMod3/7 < −lm(Carb~SOC + CEC + pH + BLD)

0.94

0.00

87.20

KCarbMod4/12 < −lm(Carb~SOC + CEC + pH + BLD + Elev.1 + I(Elev.12) + Slope)

0.92

0.00

91.33

TCarbMod1 < −lm(Carb~Elev + Slope)

0.56

0.09

77.00

TCarbMod2 < −lm(Carb~Elev + I(Elev2) + Slope)

0.64

0.05

75.49

TCarbMod3 < −lm(Carb~Elev + Slope + Pop)

0.79

0.01

71.11

TCarbMod5 < −lm(Carb~Elev + I(Elev2) + Slope + Pop)

0.13

0.73

80.57