Level Variable Estimate Standard Error t-value p-value
Swash (non-spatial structure) (Intercept) 3.1189 0.1676 18.6126 0.0000
Mean grain size -0.2321 0.1727 -1.3445 0.1817
Beach length -0.1020 0.1544 -0.6611 0.5100
Salinity -0.3760 0.2054 -1.8301 0.0701
Water temperature 0.2835 0.2763 1.0263 0.3072
Primary Production -0.2479 0.2560 -0.9683 0.3352
Nitrate concentration 0.1269 0.3000 0.4230 0.6732
Northward horizontal surface velocity -0.4658 0.1975 -2.3588 0.0202
Eastward horizontal surface velocity 0.2797 0.2026 1.3804 0.1705
Air temperature -0.2872 0.2666 -1.0771 0.2839
Precipitation Coldest Quarter -0.4799 0.1891 -2.5382 0.0126
Air Temperature Range 0.4032 0.2438 1.6539 0.1012
Air Temperature Seasonality 0.1573 0.2382 0.6601 0.5106
Shoaling (spheric correlation structure) (Intercept) 3.3102 0.1979 16.7304 0.0000
Mean grain size -0.2146 0.1517 -1.4153 0.1600
Beach length -0.1494 0.1817 -0.8225 0.4127
Salinity 0.1278 0.2818 0.4534 0.6512
Water temperature 0.1777 0.3426 0.5187 0.6051
Primary Production 0.0576 0.3129 0.1840 0.8543
Nitrate concentration 0.4059 0.3683 1.1022 0.2730
Northward horizontal surface velocity -0.0788 0.2411 -0.3269 0.7444
Eastward horizontal surface velocity 0.2252 0.2597 0.8671 0.3879
Air temperature 0.2250 0.3460 0.6504 0.5169
Precipitation Coldest Quarter 0.2531 0.2398 1.0551 0.2938
Air Temperature Range 0.4386 0.3120 1.4057 0.1628
Air Temperature Seasonality -0.2587 0.3125 -0.8278 0.4097
Subtidal (spheric correlation structure) (Intercept) 3.0035 0.2601 11.5476 0.0000
Mean grain size -0.9960 0.2772 -3.5927 0.0005
Beach length -0.3259 0.2015 -1.6172 0.1089
Salinity 0.3461 0.3259 1.0620 0.2907
Water temperature 0.3366 0.3940 0.8543 0.3949
Primary Production 0.0076 0.3548 0.0214 0.9830
Nitrate concentration 0.3582 0.4180 0.8569 0.3935
Northward horizontal surface velocity -0.4602 0.2689 -1.7113 0.0900
Eastward horizontal surface velocity 0.6960 0.2932 2.3736 0.0195
Air temperature -0.0042 0.3955 -0.0105 0.9916
Precipitation Coldest Quarter 0.0093 0.2763 0.0335 0.9733
Air Temperature Range -0.1610 0.3609 -0.4461 0.6564
Air Temperature Seasonality 0.0826 0.3638 0.2269 0.8209