Species composition is influenced by the specific habitat requirements of each species. While habitat-dependent species are highly sensitive to deforestation, habitat-generalists are generally less affected. However, the effects of forest cover on determining species diversity and species-specific thresholds within remain poorly understood. In this study, we evaluate the impact of forest cover on the α- and β-diversity and species-specific threshold of habitat-dependent and habitat-generalist birds in the Brazilian Atlantic Forest. We sampled birds across 40 landscapes, ranging from 1.3% to 90% forest cover. Overall, our results demonstrate that a 10% reduction in forest cover is associated with the loss of two habitat-dependent species and the gain of one habitat-generalist species. We identified a critical species-specific threshold of 30% forest cover, where 18 out of 46 habitat-dependent bird species are lost. Our findings underscore the need to account for species requirements in response to habitat loss when planning conservation efforts. Thus, we suggest that a benchmark of 30% forest cover is more effective for conserving habitat-dependent birds than the 20% threshold currently proposed by Brazilian environmental law. We also suggest that incorporating species-specific extinction thresholds can serve as a powerful tool for shaping more targeted and effective environmental policies.
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