Table 2 Correlated variables within multi-model averages showing category of variables, number of models they appear in, their effects on macroalgal cover with their estimates, standard error, credible intervals and significance at α = 0.05. (*: significant, #: variable significant but not for all levels within variable).

Variables in macroalgal model (No. of inclusions / total no. of models)		Effect	Estimate	Adj SE	2.5% CI	97.5% CI	p-value
Temperature
dhw_max	3/6	+	0.00282	0.000944	0.000969	0.00467	0.002823*
sst_max	5/6	−	−0.0158	0.00364	−0.0230	−0.00870	1.39e-05*
sst_mean	4/6	+	0.0129	0.00352	0.00604	0.0198	0.000236*
sst_min	1/6	+	0.00647	0.00222	0.00211	0.0108	0.003594*
ssta_max	1/6	−	−0.00416	0.000951	−0.00603	−0.00230	1.19e-05*
Nutrient
npp_max	1/6	+	0.00869	0.00356	0.00171	0.0157	0.014679*
npp_sd	1/6	+	0.00656	0.00370	−0.000693	0.0138	0.076267
Anthropogenic
Locality	6/6	±					#
pop_est_100km	6/6	+	0.0269	0.00480	0.0175	0.0363	<2e-16*
Miscellaneous
Depth	6/6	−	−0.00255	0.000396	−0.00333	−0.00177	<2e-16*
Year	1/6	+	0.000491	0.000245	0.0000107	0.000972	0.045118*

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