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Title: Design matters: An evaluation of the impact of small man-made forest clearings on tropical bats using a before-after-control-impact design
Authors: Rocha, Ricardo
Ovaskainen, Otso T.
López-Baucells, Adrià
Farneda, Fábio Z.
Ferreira, Diogo F.
Bobrowiec, Paulo Estefano Dineli
Cabeza, Mar
Palmeirim, Jorge Manuel
Meyer, Christoph F.J.
Keywords: Bayesian Networks
Inference Engines
Bayesian Inference
Hierarchical Model
Species Distribution Modeling
Population Distribution
Bayesian Analysis
Design Method
Ecological Modeling
Forest Ecosystem
Nature-society Relations
Numerical Model
Species Richness
Issue Date: 2017
metadata.dc.publisher.journal: Forest Ecology and Management
metadata.dc.relation.ispartof: Volume 401, Pags. 8-16
Abstract: In recent years, large clearings (>1000 ha) accounted for gradually smaller amounts of total annual deforestation in the Brazilian Amazon, whereas the proportion of small clearings (<50 ha) nowadays represents more than 80% of annual deforestation. Despite the ubiquity of small clearings in fragmented Amazonian landscapes, most fragmentation research has focused on the effects of large-scale deforestation, leading to a poor understanding of the impacts of smaller barriers on Amazonian vertebrates. We capitalized on the periodical re-isolation of experimental forest fragments at the Biological Dynamics of Forest Fragments Project in the Central Amazon as a before-after-control-impact experiment to investigate the short-term effects of small clearings on bat assemblages. Over the course of three years we sampled six control sites in continuous forest, the interiors and edges of eight forest fragments as well as eight sites in the surrounding matrix. Sampling took place both before and after the experimental manipulation (clearing of a 100 m wide strip of regrowth around each fragment), resulting in ∼4000 bat captures. Species were classified as old-growth specialists and habitat generalists according to their habitat affinities and a joint species distribution modeling framework was used to investigate the effect of fragment re-isolation on species occupancy. Following fragment re-isolation, species richness declined in all habitats other than fragment edges and, although responses were idiosyncratic, this decline was more pronounced for forest specialist than for generalist species. Additionally, fragment re-isolation led to a reduction in the similarity between assemblages in modified habitats (fragment interiors, edges and matrix) and continuous forest. Sampling of controls in continuous forest both prior to and after re-isolation revealed that much of the variation in bat species occupancy between sampling periods did not arise from fragment re-isolation but rather reflected natural spatiotemporal variability. This emphasizes the need to sample experimental controls both before and after experimental manipulation and suggests caution in the interpretation of results from studies in which the effects of habitat transformations are assessed based solely on data collected using space-for-time substitution approaches. © 2017 Elsevier B.V.
metadata.dc.identifier.doi: 10.1016/j.foreco.2017.06.053
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