16 17 • Phenological cameras have been used over a decade for identifying plant phenological 18 markers (budburst, leaf senescence) and more generally the greenness dynamics of 19 forest canopies. The analysis is usually carried out over the full camera field of view, 20 with no particular analysis of the variability of phenological markers among trees. 21• Here we show that images produced by phenological cameras can be used to quantify 22• Deploying our approach at the continental scale, i.e. throughout phenological cameras 31 networks, would improve the understanding of the spatial (across populations) and 32 temporal (across years) variations of WPVbb, which have strong implications on 33 forest functioning, tree fitness and phenological modelling. 34 35 Keywords: image analysis, phenology, temperate forests, leaf-out, within-population 36 variability 37 38