Self-thinning tree mortality models that account for vertical stand structure, species mixing and climate

•Equations were based on rates of change rather than state variables.•Self-thinning equations accounted for species mixing, dominance, site, and climate.•All-species equations were also developed, and could be used for rarer species.•Based on temperate, Mediterranean and subtropical stands in Australia, China and Switzerland (1579 plots).