Online supplement Figure S1. Kenyan reef corals classified to life-history strategies from species traits. (a) Hierarchical cluster analysis of 135 Kenyan scleractinian coral species. (b) Clustering scenarios with two and three clusters (grey box) received the most model support from non-parametric MANOVAs. (c) Importance of individual traits as determined by random forests analysis; larger circles indicate more influential traits than smaller circles. Figure S2. Principal Coordinates ordination based on a Gower dissimilarity matrix of 11 species traits of 135 Kenya species with three life-history strategies (red: competitive, green: weedy, blue: stress-tolerant). Traits are numbered from most to least important from the random forests analysis (Fig. S1c): (1) domed growth form, (2) growth rate, (3) fecundity, (4) branching growth form, (5) skeletal density, (6) brooding reproduction, (7) colony size, (8) depth range, (9) corallite diameter, (10) broadcast spawning reproduction, (11) symbiont diversity, (12) plating growth form, (13) generation length, (14) solitary colony formation. Table S1. Summary of species traits across three life histories of Kenyan reef corals (N = 135 species). For categorical traits of colony growth form, solitary colony formation and reproductive mode, the percent of species with each trait characteristic is presented. For continuous traits, mean (standard deviation) are reported. Corallite % % % % % % Colony diameter Branch Domed Plating Solitary Brood Spawn size (cm) (cm) 274.96 2.60 95.1 0 48.8 0 0 100 (388.68) (1.28) Depth range (m) 12.38 (5.35) Fecundity Gen. Skeletal Symbiont (eggs length Growth rate density diversity polyp -1 ) (years) (mm year-1 ) (g cm-3 ) (m-value) 13.61 9.88 43.21 1.55 1.93 (16.68) (0.78) (36.99) (0.35) (1.26) Life history No. spp Competitive 41 Stress-tolerant 82 6.1 100 22 9.8 1.2 100 179.37 (305.95) 6.48 (7.67) 16.07 (5.14) 568.06 (889.38) 10.06 (1.36) 11.37 (9.34) 1.64 (0.22) 1.34 (0.86) Weedy 12 58.3 50 8.3 0 100 36.4 176.36 (201.04) 2.61 (2.88) 11.96 (4.92) 8.09 (8.21) 8.50 (2.28) 19.22 (10.08) 1.67 (0.29) 2.40 (2.17) Table S2. Life-history classifications for 32 genera of scleractinian reef corals observed on Kenyan reefs during annual surveys on unfished and fished reefs between 1991 and 2011. Average absolute percent cover on unfished and fished reefs is reported as mean (standard deviation). Fishing sensitivity is on a log-scale from -4.6 (more abundant on fished reefs) to 0 (no change) to 4.6 (extirpated on fished reefs compared to unfished reefs). Bleaching sensitivity is based on observations of the bleaching frequency and severity of taxa during thermal stress events; higher values indicate more sever and frequent bleaching responses than lower values. We also identify genera with ‘mixed’ life histories where species were assigned to more than one life history. Genus Acanthastrea Life history group Stress-tolerant Unfished % cover 1991-1997 0.12 (0.07) Fished % cover 19911997 0 (0) Fishing sensitivity 4.62 Bleaching sensitivity 11.52 Acropora Competitive 7.1 (6.81) 0.52 (0.25) 2.50 20.98 Alveopora Weedy 0.1 (0) 0.16 (0.13) -0.46 30.83 Astreopora Stress-tolerant 0.49 (0.66) 0.85 (0.69) -0.55 14.31 Coscinarea Stress-tolerant 0.09 (0) 0.02 (0.01) 1.74 16.04 Cyphastrea Stress-tolerant 0.3 (0.12) 0.38 (0.37) -0.23 12.03 Echinopora Stress-tolerant 2.14 (2.65) 0.14 (0) 2.60 12.06 Echinophyllia Stress-tolerant 0 (0) 0 (0) NA 6.47 Favia Stress-tolerant 0.73 (0.38) 0.49 (0.28) 0.39 17.89 Favites Stress-tolerant 0.77 (0.46) 0.28 (0.14) 0.98 15.73 Fungia Stress-tolerant 0.1 (0.04) 0.12 (0.08) -0.16 13.01 Galaxea Stress-tolerant 2.71 (2.03) 0.41 (0.26) 1.84 11.50 Gardineroseris Stress-tolerant 0 (0) 0 (0) NA 9.64 Goniastrea Stresstolerant/Weedy 0.5 (0.36) 1.11 (0) -0.78 17.34 Goniopora Stress-tolerant 0.5 (0.3) 0.22 (0.17) 0.80 16.15 Species classifications for mixed life-histories 4 Stress-tolerant (G. australensis, G. edwardsi, G. pectinata, G. retiformis) 1 Weedy (G. aspera) Unfished % cover 1991-1997 Fished % cover 19911997 Fishing sensitivity Bleaching sensitivity 0 (0) 0 (0) NA 4.42 Genus Life history group Herpolitha Stress-tolerant Hydnophora Competitive/Stresstolerant 0.76 (0.56) 0.42 (0.18) 0.58 10.37 Leptastrea Stresstolerant/Weedy 1.21 (1.11) 0.18 (0.22) 1.85 9.12 Leptoria Stress-tolerant 0.52 (0.16) 0.08 (0) 1.82 17.95 Lobophyllia Stress-tolerant 0 (0) 0.34 (0) -3.52 14.89 Montastrea Stress-tolerant 0.09 (0) 0 (0) 4.62 6.79 Montipora Competitive/Stresstolerant 5.24 (6.22) 0.4 (0.36) 2.46 27.76 Pavona Competitive/Stresstolerant 0.33 (0.1) 1.56 (0.94) -1.56 8.21 Platygyra Stress-tolerant 0.72 (0.26) 0.41 (0.35) 0.57 13.48 Plesiastrea Stress-tolerant 0.3 (0.16) 0 (0) 4.62 17.26 Pocillopora Porites branching Porites massive Competitive/Weedy 1.08 (0.37) 0.4 (0.22) 0.98 23.43 Weedy 6.16 (6.4) 7.87 (3.25) -0.24 21.85 Stress-tolerant 6.58 (4.05) 4.17 (2.67) 0.45 11.50 Psammocora Stresstolerant/Weedy 0 (0) 0.22 (0.07) -3.06 5.58 Seriatopora Weedy 0 (0) 0 (0) NA 16.71 Stylophora Weedy 0.35 (0.25) 4.92 (1.99) -2.63 30.34 Synaraea Weedy 3.22 (1.2) 0 (0) 4.62 7.78 Turbinaria Competitive/Stresstolerant 0.65 (0.17) 0.66 (0) -0.02 12.97 Species classifications for mixed life-histories 1 Competitive (H. rigida) 2 Stress-tolerant (H. exesa, H. microconos) 2 Stress-tolerant (L. bottae, L. transversa) 1 Weedy (L. purpurea) 3 Competitive (M. aequituberculata, M. digitata, M. mollis) 9 Stress-tolerant (M. danae, M. efflorescens, M. foliosa, M. grisea, M. monasteriata, M. peltiformis, M. tuberculosa, M. venosa, M. verrucosa) 1 Competitive (P. clavus) 2 Stress-tolerant (P. decussata, P. varians) 2 Competitive (P. eydouxi, P. verrucosa) 1 Weedy (P. damicornis) 1 Stress-tolerant (P. superficialis) 1 Weedy (P. contigua) 1 Competitive (T. mesenterina) 2 Stress-tolerant (T. frondens, T. reniformis)