FUNCTIONAL ECOLOGY OF SEMIDECIDUOUS SEASONAL FORESTS IN AGRICULTURAL LANDSCAPES OF THE ATLANTIC FOREST Large part of the secondary forests across the world is the result of the natural regeneration in abandoned agricultural areas located in landscapes highly human-modified. Knowledge about the functional composition of these forests is still scarce, and research contributing to this understanding results urgent since the functional traits may be important drivers of the forest ecological dynamics and therefore are important for the maintenance of biodiversity and ecosystem services the forest provides. In this context, we chose as a study case a watershed in the Atlantic Forest in Southeastern Brazil, with an agricultural matrix and patches of secondary forests regenerating under different environmental conditions, to answer the following two questions: 1) How temporal, local and landscape factors affect the functional composition of secondary forests regenerating in Eucalyptus plantations and abandoned pastures and (2) how taxonomic and functional diversity behave in forest types under different land-use histories (i.e. conserved remnant forest, degraded remnant forest, secondary forests regenerating in abandoned Eucalyptus plantations and secondary forests regenerating in abandoned pastures). In order to answer the two questions we used the mean value per species of primary data (leaf area, specific leaf area, leaf dry matter content and leaf thickness) and secondary data (wood density). We use mixed generalized models, the community weighted mean with species mean traits and three diversity indexes to answer the first question and dissimilarity tests to answer the second question. Overall, 59 plots were evaluated, including 43 secondary forests, 10 degraded remnant forests and 6 conserved remnant forest, where we registered totaling total of 6.089 individuals and 284 species. We conclude that: 1) leaf area, specific leaf area and functional richness of secondary forests is affected, at the same time and in different ways, by age, slope, soil clay content, basal area of Eucalyptus, average native forest cover , difference in surrounding native forest cover and proximity to sugarcane plantations; and 2) secondary forests tend to have higher functional and taxonomic richness than conserved forests, and within the forest types taxonomic beta diversity results higher than functional, with communities presenting, in general, different abundant species with similar functional traits. Our results demonstrate that secondary forests are affected by both natural and anthropogenic factors, which should be taken into account both in research aimed at understanding the drivers of natural regeneration and in projects that use this process as a strategy to conserve biodiversity and provide ecosystem services. In addition, we show that degraded remnants and secondary forests are important sources of biodiversity and therefore potential providers of ecosystem services.