Table S1. Traits of Heracleum mantegazzianum, Impatiens glandulifera and Reynoutria japonica. If several values per parameter were available from the literature, we excluded values from greenhouses; if still several parameters were available, we used the median or the mean for even values (‘*’ represent used parameters). ‘’ represent parameters fitted by sensitivity analyses. Parameter Heracleum mantegazzianum Impatiens glandulifera Reynoutria japonica Family Umbelliferae Balsaminaceae Polygonaceae Life form Biennial or perennial monocarpic herb [1] Annual herb [2] Perennial polycarpic herb that disperses only vegetative in Europe [2] Height [m] 2-5 [1] 1-2 [3] 3 [4] Dispersal vectors Wind [2], water [2], translocation of top Water [2], translocation of top soil Water [2], man (e.g. translocation of top soil contaminated with seeds [5], animals contaminated with seeds [6], explosive seed soil contaminated with plant fragments, [2] capsule [2] garden waste) [2], vegetative [2] Seeds, tuberous root [2] Seeds [2] Vegetative by stem and leaf fragments, Regeneration rhizomes and rhizome fragments [2] Natural area Caucasus [1] Himalayas [2] Eastern Asia (i.e. China, Korea, Japan, Taiwan, Vietnam) [7] Natural habitat Forest edges and glades, mountain streams Mountain streams [3] [1] Dry infertile gravelly soils to wet nutrientrich soils [7] Date of first Swiss record 1912 [8] 1904 [6] 1950 [8] Source of most Garden plant [5], bee fodder [9] Garden plant [6], bee fodder [6] Garden plant [7], bee and cattle fodder [7], introductions bank reinforcement [7] Table S1. Continued. Water dispersal Mean distance [km] 1 [10] 3 [10] 3 [11] Maximal distance [km] 10 [5, 10] 20 [10] 20 [11] Seed release height [m] 4 [5] 2 [3] - Seed terminal velocity [m s- 1.92-2.66 [12] 4.24-4.72 [12] - Height of the surrounding c. 80% lower (meadows, parks, banks), c. 50% lower (banks), c. 50% higher (forest - vegetation [m] c. 20% higher (forest edges and glades, edges and glades, shrub) [2] Wind dispersal 1 ] shrub) [1] Demographic parameters Seedbank persistence [yr] 5 [13], 6* [5], 7 [www.neoflora.de] 2 [3] Fragments: <5 [notes Canton Zurich] Years until seeds germinate 1 [5] 1 [3] Fragments: 0 [14] Maximal germination rate 0.1 germinate and 0.02 survive to the 0.105-0.739 germinate, while most of the Regenerating fragments: 0.39* [18]; 0.6 first year [13], which results in an overall seedlings survive for low germination and from 2 nodes [19]. germination rate of 0.002; 0.27-0.9 only few survive for high germination [15], germinate and 0.012-0.137 survive the which results in an overall germination rate first season [5], which results in an of 0.105; 5000-6000 seeds m-2 [16] and 50- overall germination rate of 0.00324- 70 adults m-2 [17] results in an overall 0.1233*; 0.8-0.85 germinate and 0.6-0.8 germination rate of 0.01; Mean: 0.0575* survive [15], which results in an overall germination rate of 0.48-0.68. Table S1. Continued. Maximal yearly juvenile 0.23 of the seedlings survive to 1.0 1.0 [20] survival rate maturity [5], the yearly rate is hence 0.1 [1] 0.4 0.4 Demographic slope 10 10 50 First flowering [yr] 2 [5] 1 [2] 1 [14] Latest flowering [yr] 5 [5] 1 [2] 1 [14] Maximal percentage of 1.0 [1]; We used 0.25 because in reality 1.0 [21] Fragments: 1.0 [14] flowering adults adults die after flowering, which was 0.48*; 0.3-0.7 [15] Minimal juvenile to adult transition rate not accounted for in the model. Maximal number of seeds Mean c. 20’000 [13]; Maximum c. 800 [17]; 1886 x [(2 x plant density)-0.367] [3] 9.7 stem fragments + 2000 rhizome produced per individual in a 20’000-100’000 [5]; Mean: 50’000* results in 348 at carrying capacity and up to fragments m-2 / 42 individuals m-2 results 1010 for very low density stands with only 2-3 in c. 60 fragments per individual [20] individuals per m-2; Mean: 905* along the river, else 1. 42 [20] results in 26’250 in a 625m2-cell year Adult carrying capacity 2 [5] results in 1250 in a 625m2-cell; 30-40* [3] results in 25’000 in a 625m2-cell; [adults m-2] juvenile carrying capacity: 20 [5] 50-70 [17]; 20-80 [15] Number of individuals after 1 [22] 1 [3] 6 [23] 5 [5] 1 [3] 5 [24] clonal growth Maximal age [yr] Table S1. Continued. Other parameters Occurrence-probability 0.45 0.50 0. 50 0.20 0.20 0.20 threshold to translate predictions into binary presence-absence forecasts (OT; best Cohen’s kappa) Occurrence-probability where below transition rates drop to 0 (ZT; false negative rate <0.05)