Figure S5: Ordination of taxa detected by metabarcoding according to their current co-occurrence pattern and ecological characteristics of diagnostic taxa A multivariate analysis (non-metric multidimensional scaling) was performed based on 3077 vegetation relevés conducted in the northern French Alps, to ordinate 982 species according to their current co-occurrence pattern. A vector fitting approach was used to relate the ordination of current species with their abiotic preferences, measured with the Ellenberg indicator values from 223 alpine plants. Diagnostic taxa detected by metabarcoding analysis were placed on this ordination to infer their ecological characteristics. Ecological gradients represented by the vector fitting analysis are shown in panel b. Table c describes the mean score of Ellenberg's indicator values (with standard errors) for the diagnostic taxa of the Mid-Holocene and of the last 2500 years. ● ACHILLEA.MACROPHYLLA ● ● AJUGA ●● ● ●●●● ● ● ● ● ● ● ● ● ● ● MDS2 ● ● MDS2 ● MDS2 −0.15 −0.05 MDS2 0.05 a. ALCHEMILLA ● ● ALNUS ● 0.05 ● BARTSIA.ALPINA CALTHA ● ● ● ● MDS1 ● ● ●● ● ● ● GERANIUM ● ● ● ● −0.1 ● ● ● ● MDS1 0.1 −0.2 −0.1 MDS1 ● ● ● LATHYRUS 0.0 MDS2 HEDYSARUM.HEDYSAROIDES MDS1 ● ● HYPERICUM −0.2 MDS1 ● ● ● ● ● MDS1 EUPHRASIA ● MDS1 GENTIANA ● ● HELIANTHEMUM.NUMMULARIUM LOTUS 0.0 MDS1 0.1 −0.2 ● MDS1 MDS2 ● ● ERYNGIUM ● MDS2 ●● MDS2 ● ● MDS1 ● ● ● ERIOPHORUM ● ● ● MDS1 MDS2 EPILOBIUM MDS2 ● ● ● ● MDS1 MDS2 ● MDS1 MDS2 MDS1 MDS2 −0.15 −0.05 ● CAREX ● 0.05 −0.15 −0.05 ● MDS1 ● ANTHYLLIS.VULNERARIA 0.05 −0.15 −0.05 ● ● ● ● ● ● ●● ● ● ●● ● ● ● ●● ●● ● ● ● ●● ● ●●● ● ● ● MDS2 MDS1 MDS2 MDS1 ● MDS2 −0.15 −0.05 ● MDS1 0.05 MDS2 MDS2 MDS2 MDS2 ● ●● ● ● ●● ● ●● ● ● ● ● ● ● ● LUZULA −0.1 0.0 MDS1 0.1 −0.2 −0.1 0.0 MDS1 0.1 MYOSOTIS MDS2 ●● ● ● ● ● PHYTEUMA.SPICATUM ● MDS1 ● ● ● ● ● MDS1 ●● ● ● ● ● ● MDS2 ● ● PEDICULARIS MDS2 ● ●● ● ● ● ● ●● ● MDS2 OXYRIA.DIGYNA MDS1 −0.15 −0.05 MDS2 ● MDS2 −0.15 −0.05 ● ● MDS2 ● ● 0.05 MDS2 0.05 b. MDS1 ● ● ● PINUS PLANTAGO POTENTILLA PTERIDIUM ● ● ● ● ● ● ● MDS1 ● ● ● ● RHINANTHUS ● ● RUMEX SAXIFRAGA ● SAXIFRAGA.STELLARIS ● SOLDANELLA ● ● ● MDS1 MDS2 ● MDS1 MDS2 ● ● ●●● ● ● MDS1 ● ● ● TRIFOLIUM VACCINIUM PH ● ● MDS1 ●● ● ● ●●● MDS1 MDS2 ● MDS2 MDS1 ● ●● ● MDS2 −0.15 −0.05 MDS1● MDS2 RANUNCULUS MDS1 −0.15 −0.05 ●● ●● ●● ● ● 0.05 MDS2 MDS2 ● MDS2 ● ● ● ●● ●● ● MDS1 ● MDS2 ● ● ● ● ● MDS1 MDS2 −0.15 −0.05 ● ● 0.05 MDS2 0.05 ● LIGHT −0.2 −0.1 0.0 MDS1 VERATRUM 0.1 −0.2 −0.1 TEMPERATURE NITROGEN ● VACCINIUM.ULIGINOSUM MDS1 ● MOISTURE VERONICA 0.0 MDS1 0.1 −0.2 −0.1 0.0 MDS1 0.1 −0.2 −0.1 0.0 MDS1 0.1 c. Taxa name Achillea macrophylla Diagnostic taxa of the midHolocene period Hypericum sp. Pedicularis sp. Pinus sp. Light 3 (+/-0) Moisture 3 (+/-0) pH 3 (+/-0) 3,3 (+/-0,49) 3,3 (+/-0,71) 3,3 (+/-1,23) 4 (+/-0,68) Nitrogen 4 (+/-0) Temperature 2 (+/-0) 2,4 (+/-0,7) 3,6 (+/-0,93) 2,9 (+/-0,95) 3,6 (+/-1,34) 2,3 (+/-0,83) 1,8 (+/-0,69) 4,2 (+/-0,84) 2,1 (+/-0,71) 3 (+/-1) 2 (+/-0) 3,6 (+/-1,73) Ranunculus sp. 3,5 (+/-0,81) 3,5 (+/-1,34) 3,3 (+/-0,84) 2,8 (+/-0,79) 3,4 (+/-1,05) Rumex sp. 3,8 (+/-0,44) 3,1 (+/-0,76) 3,3 (+/-0,66) 3,7 (+/-0,97) 3,7 (+/-1,27) Veratrum sp. Alchemilla sp. Diagnostic taxa of the last 2500 years Ellenberg indicator values 3 (+/-0) 3,5 (+/-0) 3 (+/-0) 4 (+/-0) 3,7 (+/-0,51) 3,2 (+/-0,73) 3,4 (+/-0,76) 2,7 (+/-0,75) 2 (+/-0) 2 (+/-0,37) Alnus sp. 3 (+/-0) 4,1 (+/-0) 3 (+/-0,82) 4 (+/-0) 3,1 (+/-1) Helianthemum nummularium 5 (+/-0) 1,5 (+/-0) 4 (+/-0) 2 (+/-0) 4,5 (+/-0) Plantago sp. 4,2 (+/-0,44) 2,3 (+/-0,55) 3,3 (+/-0,63) 2,8 (+/-0,69) Potentilla sp. 3,9 (+/-0,6) Saxifraga stellaris 5 (+/-0) 3,7 (+/-1,1) 2,3 (+/-0,97) 3,4 (+/-0,98) 2,6 (+/-0,81) 3,1 (+/-1,35) 4 (+/-0) 3 (+/-0) 2 (+/-0) 2 (+/-0)