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Table 6 Binary logistic regression results for the transitions from woody vegetation-to-grassland and grassland-to-open-overgrazed land

From: Spatially explicit statistical modeling of random and systematic land cover transitions in the main grassland plain of Nech Sar National Park, Ethiopia

Dependent variableModel evaluationIndependent variablesULC (β)SE (β)SLC (β*)
WV-GL conversion (1986/2019)LR X2 = 50,739.906COS_ASP0.1520.0160.949
(ρ = 0.000)SIN_ASP***
Nagelkerke R2 = 0.585DIS_RTRA− 0.0010.001− 0.819
ROC = 0.80DIS_DRA− 0.0040.001− 5.821
DIS_WREDG86− 0.0050.001− 6.033
ELEV0.2180.0010.827
SLP− 0.0050.001− 0.415
Intercept− 0.3860.003− 0.08
GL-OL conversion (1986/2019)LR X2 = 3938.224COS_ASP0.0280.0010.559
(ρ = 0.000)SIN_ASP0.0010.0020.124
Nagelkerke R2 = 0.475DIS_RTRA− 0.0050.001− 5.701
ROC = 0.690DIS_DRA− 0.0480.000− 7.969
ELEV− 0.0030.003− 0.134
SLP− 0.0170.002− 2.817
Intercept− 4.8230.196− 0.92
  1. Note: ULC unstandardized logit coefficient, SLC standardized logit coefficient