Table 1. Relative performance of integrated single- and two-predictor models of bioregion species richness.
Predictor Variables | Endemic | Resident | ||||||
Endotherms | Ectotherms | Endotherms | Ectotherms | |||||
ΔAIC | r2 | ΔAIC | r2 | ΔAIC | r2 | ΔAIC | r2 | |
TimeAreaProductivity+Temperature | 0 | 0.67 | 0 | 0.82 | 20 | 0.70 | 1 | 0.86 |
TimeArea+Temperature | 0 | 0.68 | 0 | 0.82 | 14 | 0.75 | 0 | 0.87 |
AreaProductivity+Temperature | 10 | 0.56 | 13 | 0.73 | 0 | 0.84 | 3 | 0.85 |
TimeAreaProductivity | 20 | 0.36 | 46 | 0.22 | 31 | 0.56 | 55 | 0.20 |
TimeArea | 23 | 0.29 | 49 | 0.14 | 32 | 0.54 | 58 | 0.13 |
AreaProductivity | 26 | 0.22 | 50 | 0.10 | 22 | 0.66 | 57 | 0.16 |
Productivity | 26 | 0.23 | 42 | 0.29 | 52 | 0.12 | 52 | 0.29 |
Area | 31 | 0.09 | 53 | 0.02 | 35 | 0.49 | 61 | 0.04 |
Temperature | 22 | 0.31 | 24 | 0.60 | 52 | 0.14 | 29 | 0.65 |
Endemic species are those restricted to a single bioregion and Resident counts species with the largest portion of their range in a given bioregion. Endotherms combine mammals and birds, ectotherms combine reptiles and amphibians. Best models (ΔAIC<2) are highlighted in bold, and r 2 refers to pseudo-r 2 values based on fitting model-predicted versus observed. Note that the results for both richness values are unaffected by the pseudo-replication that hampers the results of typical gridded analyses of species richness. Predictor variables: Temperature, average temperature of bioregion; Area, current-day extent of a bioregion; Productivity, average bioregion productivity; AreaProductivity, total bioregion productivity, that is, the product of Productivity and bioregion Area. TimeArea, time-integrated area, that is, the integrated areal extent of a bioregion over 55 million years; TimeAreaProductivity, time-integrated productivity, that is, the product of Productivity and TimeArea. For further details and results by taxon, see Methods and Tables S1, S2, S3, S4, S6, S7, S8, S9, S10.