TABLE 2.
Results of linear mixed effects models (LMER) and generalized linear mixed effect models (GLMER) testing the effect of coral cover categories (low, medium, high) on the 10 metrics; and results of chi‐squared tests examining whether sites in the 90th or 75th percentile for each metric are distributed in coral cover categories proportional to the number of sites in each category. Shading corresponds to significance level (blue) and effect size (green)
| Response | LMER a | GLMER b | LMER (1° grid cell effect) c | Chi‐squared (90th percentile) | Chi‐squared (75th percentile) | |||
|---|---|---|---|---|---|---|---|---|
| p‐value | Effect size | p‐value | Effect size | p‐value | Effect size | p‐value | p‐value | |
| Vertical relief | <.001 | 0.794 (medium‐large) | <.001 | 0.671 (medium) | <.001 | 0.711 (medium‐large) | .048 | <.001 |
| Calcareous macroalgae cover | .067 | 0.171 (small) | .106 | 0.172 (small) | .366 | 0.169 (small) | .120 | .074 |
| Coral recruit density | <.001 | 0.500 (medium) | <.001 | 0.714 (medium‐large) | <.001 | 0.540 (medium) | <.001 | <.001 |
| Coral calcification rate | <.001 | 2.384 (large) | <.001 | 2.562 (large) | <.001 | 3.052 (large) | <.001 | <.001 |
| Coral species richness | <.001 | 2.774 (large) | <.001 | 2.784 (large) | <.001 | 2.487 (large) | <.001 | <.001 |
| Herbivore biomass | .307 | 0.031 (small) | .071 | 0.148 (small) | .408 | 0.029 (small) | .015 | .074 |
| Potential fishery value d | .266 | 0.124 (small) | .594 | 0.016 (small) | .260 | 0.043 (small) | .382 | .521 |
| Density of large fish | .118 | 0.206 (small) | .061 | 0.059 (small) | .273 | 0.087 (small) | .040 | .593 |
| Parrotfish bioerosion rate d | <.001 | 0.114 (small) | .001 | 0.082 (small) | .001 | 0.101 (small) | .016 | .039 |
| Fish species richness | .216 | 0.251 (small) | .211 | 0.251 (small) | .002 | 0.698 (medium‐large) | .900 | .298 |
LMER with ecoregion and year as random effects and depth and coral cover category as fixed effects.
See Table S2 in the Supporting Information for model details.
LMER with 1° grid cells and year as random effects and depth and coral cover category as fixed effects, except for vertical relief model where year was also a fixed effect to avoid a boundary error.
Data violate normality assumptions of LMER.