Myrceugenia fernandeziana is an anemophilous tree endemic to Masatierra Island in the Juan Fernandez Archipelago. Mature leaves were sampled from trees in each of 25 populations. Morphological analyses were conducted using randomly selected samples of 5 leaves per tree. Univariate analysis of leaf characters reveals both high levels of within population variation and significant among-population differences. Multivariate analysis of elliptic Fourier coefficients from leaf outlines reveals well-defined clusters of populations. Mantel tests reveal weak relationship between morphological and geographic distances. For a subset of populations, there is weak evidence of relationship between morphological and genetic distances, but there is a significant relationship between genetic and geographic distances. Significant spatial autocorrelation is demonstrated for morphological characters.

Key words: island endemic, Morphometrics, Myrtaceae, populations