DOI: 10.5061/dryad.n02v6wx0n
title: Data from: Occupancy winners in tropical protected forests: a pantropical analysis

description: The structure of forest mammal communities appears surprisingly consistent
 across the continental tropics, presumably due to convergent evolution in
 similar environments. Whether such consistency extends to mammal
 occupancy, despite variation in species characteristics and context,
 remains unclear. Here we ask whether we can predict occupancy patterns
 and, if so, whether these relationships are consistent across
 biogeographic regions. Specifically, we assessed how mammal feeding guild,
 body mass and ecological specialization relate to occupancy in protected
 forests across the tropics. We used standardized camera-trap data (1,002
 camera-trap locations and 2-10 years of data) and a hierarchical Bayesian
 occupancy model. We found that occupancy varied by regions, and certain
 species characteristics explained much of this variation. Herbivores
 consistently had the highest occupancy. However, only in the Neotropics
 did we detect a significant effect of body mass on occupancy: large
 mammals had lowest occupancy. Importantly, habitat specialists generally
 had higher occupancy than generalists, though this was reversed in the
 Indo-Malayan sites. We conclude that habitat specialization is key for
 understanding variation in mammal occupancy across regions, and that
 habitat specialists often benefit more from protected areas, than do
 generalists. The contrasting examples seen in the Indo-Malayan region
 likely reflect distinct anthropogenic pressures.
description: CAMERA-TRAP DATA:
 We used data from the Tropical Ecology
 Assessment and Monitoring (TEAM) Network, a standardized tropical forest
 camera-trap monitoring system. The TEAM data comprises camera-trap
 data from protected areas located across three different biogeographic
 regions (Neotropical, Afrotropical and Indo-Malayan). In each area,
 camera-traps are deployed at 60-90 locations at a density of 1 camera per
 1-2 km<sup>2</sup>. Each camera-trap is deployed for a minimum
 of 30 days during the dry season (i.e., months with &lt;100 mm average
 rainfall or the driest part of the year in the absence of dry season),
 although cameras may be active for less than 30 days due to damage or
 failure.  SPECIES COVARIATES:
 1. Body mass, defined as average adult body mass, reflects the amount and quality of resources
 that a species requires to survive, as well as home range size, fecundity
 or susceptibility to predation. 2. Forest strata represents the foraging stratum: ground-dwelling and arboreal/scansorial species. Ground-dwelling species serve as the reference group and in the model is represented by the intercept. 3. Feeding guild reflects the type of dietary resources needed, but also potential interactions with other species (e.g., competition or predation). We defined carnivores as species feeding on ≥ 80% vertebrates, herbivores species feeding on ≥ 80% plant materials, insectivores species feeding on ≥ 80% insects, and omnivores the rest of species. Herbivores serve as the reference group and in the model and is represented by the intercept. 4. Habitat breadth represents the degree of ecological specialization and is measured as the number of IUCN habitat types occupied by a species. SPATIAL COVARIATES: 1. Division index represents forest fragmentation. 2. Human population reflects human disturbances.