“…Application of spatial point pattern analyses to ecological data has increased over the previous ~20 years and been frequently used to quantify spatial aggregation patterns (e.g., compete spatial randomness) in univariate data (Velázquez, Martínez, Getzin, Moloney, & Wiegand, 2016). Point pattern analyses may also be used to quantify the influence of spatial heterogeneity (e.g., habitat features) on point patterns (Dodd, McCarthy, Ainsworth, & Burgman, 2016;Li et al, 2017) and conduct marked point pattern analyses, which enable the inclusion of trait information (Velázquez et al, 2016). To that end, we analysed changes in first discovery points by time period of introduction, origin, and guild.…”