Lowland tapir distribution and habitat loss in South America
- Published
- Accepted
- Subject Areas
- Biodiversity, Conservation Biology, Ecology
- Keywords
- Tapirus terrestris, Species Distribution Models, MAXENT, ENFA, Conservation Planning, Protected Areas
- Copyright
- © 2015 Cordeiro et al.
- Licence
- This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ PrePrints) and either DOI or URL of the article must be cited.
- Cite this article
- 2015. Lowland tapir distribution and habitat loss in South America. PeerJ PrePrints 3:e1579v1 https://doi.org/10.7287/peerj.preprints.1579v1
Abstract
The development of species distribution models (SDMs) can help conservation efforts by generating potential distributions and identifying areas of high environmental suitability for protection. Our study presents a rigorously derived distribution and habitat map for lowland tapir in South America. We also describe the potential habitat suitability of various geographical regions and habitat loss, inside and outside of protected areas network. Two different SDM approaches, MAXENT and ENFA, produced relative different Habitat Suitability Maps for the lowland tapir. While MAXENT was efficient at identifying areas as suitable or unsuitable, it was less efficient (when compared to the results by ENFA) at identifying the gradient of habitat suitability. MAXENT is a more multifaceted technique that establishes more complex relationships between dependent and independent variables. Our results demonstrate that for at least one species, the lowland tapir, the use of a simple consensual approach (average of ENFA and MAXENT models outputs) better reflected its current distribution patterns. The Brazilian ecoregions have the highest habitat loss for the tapir. Cerrado and Atlantic Forest account for nearly half (48.19%) of the total area lost. The Amazon region contains the largest area under protection, and the most extensive remaining habitat for the tapir, but also showed high levels of habitat loss outside protected areas, which increases the importance of support for proper management.
Author Comment
This is a submission to PeerJ for review.
Supplemental Information
Lowland Tapir location points (n=500) used for modeling (Raw Data)
Table S1: Lowland Tapir location points (n=500) used for modeling (Raw Data).
Lowland Tapir location points (n=125) used for test model (Raw Data)
Table S2: Lowland Tapir location points (n=125) used for test model (Raw Data).
MAXENT Bias Grid
Fig S1: MAXENT bias grid, according procedures outlined by Elith, Kearney & Phillips (2010). The bias grid was used to down-weight the importance of presence records from areas with more intense sampling. The weighting surface was calculated based on the number of presence records within an area around any given cell (weighted by a Gaussian kernel with a standard deviation of 100km).
Response-curves MAXENT distribution model
Fig S2: Response-curves of the variables in the MAXENT Tapirus terrestris distribution model. Mean Temperature of Coldest Quarter (MTCQ); Annual Mean Temperature (AMT); Annual Precipitation (AP). These curves show how each environmental variable affects the MAXENT prediction when all environmental variables are used to build the model.
