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Table S1 Single predictor Generalized Linear Model (GLM) and ...

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Table S1 Single predictor Generalized Linear Model (GLM) and Spatial Linear Model (SLM) results at different UTM grid orientations. Models. Grid Size n. SW.

Table S1 Single predictor Generalized Linear Model (GLM) and Spatial Linear Model (SLM) results at different UTM grid orientations. Models

Grid Size

n

Single predictor GLM (t-values) for all species

UTM NS UTM EW UTM NE UTM NS UTM EW UTM NE UTM NS UTM EW UTM NE UTM NS UTM EW UTM NE UTM NS UTM EW UTM NE UTM NS UTM EW UTM NE UTM NS UTM EW UTM NE

168 8.633*** 173 8.479*** 168 9.082*** 168 6.715*** 173 7.631*** 168 7.680*** 168 10.300*** 173 8.479*** 168 10.810*** 168 7.881*** 173 7.878*** 168 8.714*** 168 6.002*** 173 6.449*** 168 6.437*** 168 4.427*** 173 5.901*** 168 5.695*** 168 6.002*** 173 4.615*** 168 4.853***

UTM NS UTM EW UTM NE

168 173 168

Single predictor SLM (z-values) for all species Single predictor GLM (t-values) for all fishes Single predictor SLM (z-values) for all fishes Single predictor GLM (t-values) for invertebrates Single predictor SLM (z-values) for invertebrates Single predictor GLM (t-values) for habitat-forming species Single predictor SLM (z-values) for habitat-forming species

SW

4.109*** 5.066*** 5.248***

R2/ CL p-R2 0.306 10.250*** 0.292 9.173*** 0.328 10.150*** 0.519 10.764*** 0.558 9.405*** 0.562 10.058*** 0.386 12.040*** 0.292 10.700*** 0.410 11.690*** 0.561 11.659*** 0.554 9.856*** 0.588 10.487*** 0.173 7.091*** 0.191 6.126*** 0.195 7.277*** 0.475 7.969*** 0.556 6.265*** 0.564 8.553*** 0.173 6.366*** 0.106 5.847*** 0.119 6.739*** 0.389 0.437 0.472

R2/ HDIa p-R2 2.490* 0.384 2.214* 0.326 2.646** 0.379 3.713** 0.640 2.808** 0.609 0.631 3.443*** 1.613ns 0.463 1.424ns 0.398 1.575ns 0.448 0.670 3.332*** 2.464* 0.613 2.930** 0.640 0.228 3.379*** 0.175 3.042** 0.237 3.958*** 0.575 3.863*** 2.987** 0.566 0.637 4.295*** 0.191 4.459*** 0.162 3.898*** 0.210 5.441***

8.567*** 0.530 7.869*** 0.523 8.663*** 0.574

R2/ HDIn p-R2 0.030 8.282*** 0.022 7.516*** 0.035 9.025*** 0.438 5.499*** 0.435 4.627*** 0.448 5.646*** 0.010 8.209*** 0.006 7.362*** 0.009 8.699*** 0.441 5.524*** 0.417 4.622*** 0.434 5.671*** 0.059 8.113*** 0.046 7.446*** 0.081 9.291*** 0.462 4.678*** 0.493 4.155*** 0.531 5.341*** 0.102 7.394*** 0.076 6.561*** 0.146 8.712***

4.092*** 0.388 3.433*** 0.395 4.637*** 0.455

R2/ SST R2/ NPP p-R2 p-R2 0.288 5.303*** 0.140 1.652ns 0.244 6.138*** 0.176 1.141ns 0.325 6.483*** 0.197 1.284ns 0.482 2.801** 0.417 0.767ns 0.472 4.907*** 0.480 0.141ns 0.500 3.720*** 0.450 2.272* 0.285 4.669*** 0.111 2.385* 0.236 5.431*** 0.142 1.876ns 0.309 5.828*** 0.165 2.209* 0.493 2.428* 0.423 0.930ns 0.461 4.869*** 0.469 0.265ns 0.498 3.609** 0.446 2.578** 0.224ns 0.280 6.205*** 0.183 0.240 6.784*** 0.207 -0.208ns 0.338 7.255*** 0.236 -0.662ns 0.479 3.508*** 0.451 0.166ns 0.514 4.355*** 0.517 -0.740ns 0.553 2.968** 0.502 0.999ns 0.243 4.886*** 0.121 -0.396ns 0.196 5.590*** 0.150 -0.559ns 0.310 5.874*** 0.167 -1.155ns

5.143*** 0.416 4.088*** 0.409 5.342*** 0.472

2.592** 3.573*** 2.567*

0.351 0.396 0.406

0.357ns 0.017ns 1.573ns

R2/ p-R2 0.010 0.002 0.004 0.394 0.409 0.426 0.027 0.014 0.023 0.407 0.397 0.428 -0.006 -0.006 -0.003 0.414 0.469 0.483 -0.005 -0.004 0.002 0.328 0.354 0.394

The predictors are shallow water area (SW), coastline length (CL), habitat diversity based on area (HDIa), habitat diversity based on number of patches (HDIn), sea surface temperature (SST), and net primary productivity (NPP). Values under predictor variables are t-values for GLM and z-values for SLM. Asterisks indicate significance value of P: * (