Appendix S3 Univariate zooplankton and phytoplankton species responses Most zooplankton species showed a negative response to Nutrient addition in the PCA biplot (Figure 2A, main article). In univariate analyses for each species separately (Table 1; Figure 1), we found a significant NUT x DISP interaction for Daphnia magna and Cyclopoid copepods. Daphnia magna had significantly higher densities under high nutrient additions in the presence of a high dispersal rate. Cyclopoid copepods on the other hand reached the highest densities under a low dispersal rate under high nutrient additions. Nutrient addition had a negative impact on Chydorus sp., Bosmina sp., Daphnia galeata, Scapoholeberis mucronata and Simocephalus vetulus densities. Only Daphnia magna was positively influenced by dispersal. The phytoplankton species showed a strong response to the Nutrient addition in the PCA biplot (Figure 2B, main article). In the univariate ANOVA analyses (Table 2; Figure 2) Chlorella cf. ellipsoidea (Chloe) and the spineless bi-, four- and eightcellular Desmodesmus colonies (Des 2-, 4-, 8-) showed a strong association with a high nutrient addition Peridinium sp. (Perid) was associated with a low nutrient content. Monoraphidium circinale (Mcir) performed best under low levels of dispersal. Within the high nutrient addition treatment spined four- and eightcellular Desmodesmus colonies (Des 4-, 8-) where highly associated with the absence of dispersal, Pseudanabaena catenata (Pscat) showed a association a low dispersal rate and the spineless solitary Desmodesmus (Des 1-) showed a strong association with the high dispersal treatment. The filamentous Chlorophyceae Mougeotia sp. (Moug) and Oedogonium sp. (Oedo) reached the highest densities under low nutrient additions in the presence of a high dispersal rate. Figure 1: Zooplankton densities in the different treatment combinations. Error bars denote twice the standard error. Bosmina sp. Chydorus 500 800 400 density (# / L) density (# / L) 600 300 200 400 200 100 0 0 NDISP LDISP HDISP NDISP 80 200 60 density (# / L) density (# / L) 250 150 100 LDISP HDISP Daphnia galeata Cyclopoid copepods 40 20 50 0 0 NDISP LDISP NDISP HDISP LDISP HDISP Scapoholeberis mucronata Daphnia magna 14 800 600 density (# / L) density (# / L) 12 400 10 8 6 4 200 2 0 0 NDISP LDISP HDISP NDISP Simocephalus vetulus 50 HNUT LNUT density (# / L) 40 30 20 10 0 -10 NDISP LDISP HDISP LDISP HDISP Figure 2: Phytoplankton densities in the different treatment combinations. Error bars denote twice the standard error. Chlorella cf. ellipsoidea Desmodesmus 1- 400 200 6 density (x10^6 ind / L) 600 density (x10^6 ind / L) density (x10^6 ind / L) Desmodesmus 2- 6 800 4 2 4 2 0 0 0 LDISP NDISP HDISP Desmodesmus 4- density (x10^6 ind / L) density (x10^6 ind / L) 2 1 NDISP HDISP Desmodesmus 8- 4 3 LDISP 10 0.04 8 0.03 0.02 0.01 LDISP HDISP Desmodesmus 4+ 0.05 density (x10^6 ind / L) NDISP 6 4 2 0.00 0 0 -0.01 NDISP LDISP NDISP HDISP Desmodesmus 8+ LDISP NDISP HDISP Monoraphidium circinale HDISP Mougeotia sp. 6 1.0 LDISP 0.006 0.6 0.4 0.2 4 density (x10^6 ind / L) density (x10^6 ind / L) density (x10^6 ind / L) 0.8 2 0 0.004 0.002 0.000 0.0 -2 NDISP LDISP NDISP HDISP Oedogonium LDISP HDISP NDISP LDISP HDISP Pseudanabaena catenata Peridinium sp. 0.020 0.020 0.015 0.015 0.004 0.002 density (x10^6 ind / L) density (x10^6 ind / L) density (x10^6 ind / L) 0.006 0.010 0.005 HNUT LNUT 0.010 0.005 0.000 0.000 0.000 -0.005 -0.005 NDISP LDISP HDISP NDISP LDISP HDISP NDISP LDISP HDISP Table 1. ANOVA results for the response of the different zooplankton species to the experimental treatments. Only the fixed effects are shown of the species that responded significantly. d.f. Species Bosmina sp. NUT 1 DISP 2 NUT x DISP 2 Chydorus NUT 1 DISP 2 NUT x DISP 2 Cyclopoid copepods NUT 1 DISP 2 NUT x DISP 2 Daphnia galeata NUT 1 DISP 2 NUT x DISP 2 Daphnia magna NUT 1 DISP 2 NUT x DISP 2 Scapoholeberis mucronata NUT 1 DISP 2 NUT x DISP 2 Simocephalus vetulus NUT 1 DISP 2 NUT x DISP 2 MS F P-value 703227.71 29663.44 31645.41 10.53 0.77 0.82 0.0054 0.47 0.45 2709088.08 174452.07 159996.92 21.36 2.18 2.05 0.00033 0.13 0.15 14474.17 44687.82 19781.71 2.90 5.05 4.15 0.11 0.013 0.026 14261.94 297.52 373.61 8.45 0.22 0.27 0.011 0.80 0.76 1315883.23 847354.48 799024.19 32.44 13.31 12.60 0.000042 0.000073 0.00011 661.38 90.97 45.14 16.62 1.45 0.66 0.001 0.25 0.52 2784.66 414.12 426.22 4.92 0.69 0.71 0.042 0.51 0.50 Table 2. ANOVA results for the response of the different phytoplankton species to the experimental treatments. Only the fixed effects are shown of the species that responded significantly. Chlorella cf. Ellipsoidea NUT DISP NUT x DISP Desmodesmus 1NUT DISP NUT x DISP Desmodesmus 2NUT DISP NUT x DISP Desmodesmus 4NUT DISP NUT x DISP Desmodesmus 8NUT DISP NUT x DISP Desmodesmus 4+ NUT DISP NUT x DISP Desmodesmus 8+ NUT DISP NUT x DISP Monoraphidium circinale NUT DISP NUT x DISP Mougeotia sp. NUT DISP NUT x DISP Oedogonium NUT DISP NUT x DISP Peridinium sp. NUT d.f. MS F P-value 1 2 2 1380918.00 252922.00 255367.00 5.84 1.79 1.81 0.029 0.18 0.18 1 2 2 29.90 18.28 18.22 9.52 5.48 5.48 0.0075 0.0094 0.0094 1 2 2 47.45 4.59 4.60 9.082 0.73 0.74 0.0087 0.49 0.49 1 2 2 43.64 6.032 6.037 18.16 2.68 2.69 0.00068 0.085 0.084 1 2 2 0.0031 0.0011 0.0011 8.52 2.48 2.48 0.0106 0.1005 0.101 1 2 2 158.44 65.23 64.37 14.35 5.44 5.35 0.0018 0.0097 0.0103 1 2 2 0.45 0.44 0.46 3.82 3.79 3.96 0.069 0.034 0.03 1 2 2 1.41 40.053 6.33 0.094 3.37 0.48 0.76 0.048 0.62 1 2 2 0.000036 0.000022 0.000022 8.054 5.19 5.19 0.012 0.012 0.012 1 2 2 0.000026 0.000023 0.000023 4.8 4.36 4.36 0.045 0.022 0.022 1 0.00027 5.56 0.032 DISP NUT x DISP Pseudanabaena catenata NUT DISP NUT x DISP 2 2 0.000071 0.00014 0.91 0.94 0.41 0.4 1 2 2 1014.85 728.10 730.28 7.41 5.079 5.11 0.016 0.013 0.012