Table 4. Regression coefficients and comparison between the combinations of hypotheses to explain the distribution of fish species richness in streams.
Combination of hypotheses | r2 | p | AIC | Δ AIC | Moran’s I | r2 for partial regression results | |||
---|---|---|---|---|---|---|---|---|---|
A.B | A:B | B.A | 1-(A+B) | ||||||
Water-Energy + Productivity + Temporal Heterogeneity | 0.416 | <0.001 | 4498.800 | 0.000 | 0.096 | 0.046 | 0.121 | 0.249 | 0.584 |
Water-Energy + Productivity + Temporal Heterogeneity + Area | 0.416 | <0.001 | 4500.400 | 1.700 | 0.096 | 0.047 | 0.120 | 0.249 | 0.584 |
Productivity + Temporal Heterogeneity | 0.407 | <0.001 | 4502.100 | 3.400 | 0.097 | 0.038 | 0.057 | 0.312 | 0.593 |
Productivity + Temporal Heterogeneity + Area | 0.408 | <0.001 | 4503.700 | 4.900 | 0.097 | 0.038 | 0.057 | 0.312 | 0.592 |
Temporal Heterogeneity + Area | 0.400 | <0.001 | 4510.400 | 11.600 | 0.097 | 0.030 | 0.055 | 0.315 | 0.600 |
Water-Energy + Temporal Heterogeneity | 0.400 | <0.001 | 4514.200 | 15.400 | 0.095 | 0.031 | 0.133 | 0.237 | 0.600 |
Water-Energy + Temporal Heterogeneity + Area | 0.401 | <0.001 | 4515.500 | 16.800 | 0.095 | 0.031 | 0.132 | 0.237 | 0.599 |
Water-Energy + Productivity | 0.384 | <0.001 | 4530.100 | 31.300 | 0.119 | 0.014 | 0.144 | 0.226 | 0.616 |
Water-Energy + Productivity + Area | 0.384 | <0.001 | 4531.800 | 33.000 | 0.119 | 0.014 | 0.144 | 0.226 | 0.616 |
Water-Energy + Area | 0.376 | <0.001 | 4537.600 | 38.900 | 0.115 | 0.007 | 0.143 | 0.226 | 0.624 |
Productivity + Area | 0.370 | <0.001 | 4540.400 | 41.600 | 0.132 | 0.001 | 0.001 | 0.369 | 0.630 |
r2—Coefficient of determination; p—Type one error probability; AIC—Information criteria of Akaike; Δ AIC—Akaike variation; Moran’s I—Autocorrelation index of Moran for variable; A.B—Environmental component; A:B—Shared Component; B.A—Spatial Component; 1-(A+B)—Residual