Skip to main navigation menu Skip to main content Skip to site footer

Articles

Vol. 24 No. 33 (2015)

Integrating current range-wide occurrence data with species distribution models to map the potential distribution of Baird’s Tapir

Submitted
26 May 2025
Published
2015-06-25

Abstract

Identifying species distributions is fundamental to understanding their ecology and guiding conservation and management strategies. We compiled 756 unique range-wide Baird’s tapir (Tapirus bairdii) detections via camera trapping of track/sign surveys in eight countries. We then estimated the distribution of suitable tapir habitat within a Maxent-modeling framework. Though there are some clear areas of over- and under-predicted habitat, the resultant models allowed us to significantly update the potential distribution map of Baird’s tapir. We estimate that 39.4% of the available area is suitable for tapirs, but only 27.2% of that habitat occurs in protected areas. We discuss the areas that comprise suitable tapir habitat, and identify global and local threats in each country 

References

  1. Ahumada, J.A., Hurtado, J., & Lizcano, D. (2013). Monitoring the status and trends of tropical forest terrestrial vertebrate communities from camera trap data: a tool for conservation. PloS One 8(9): e73707. https://doi.org/10.1371/journal.pone.0073707
  2. Alston, E.R . (1882). Mammalia.London. In Godman, F.D. & Salvin, O. (Eds). (1918). Biologia Centrali-Americana: contributions to the knowledge of the fauna and flora of Mexico and Central America. Available in http://www.sil.si.edu/digitalcollections/bca/explore.cfm
  3. Anderson, E.R., Cherrington, E.A., Flores, A.I., Perez, J.B., Carrillo R., & Sempris, E. (2008). Potential Impacts of Climate Change on Biodiversity in Central America, Mexico, and the Dominican Republic. CATHALAC / USAID. Panama City, Panama. 105 pp.
  4. Arias Alzate, A., Palacio Vieira, J. A., & Muñoz-Durán, J. (2009). Nuevos registros de distribución y oferta de hábitat de la danta colombiana (Tapirus terrestris colombianus) en las tierras bajas del norte de la Cordillera Central (Colombia). Mastozoología Neotropical, 16(1), 19–26.
  5. Bonta, M. & Anderson, D. (2002). Birding Honduras, A Checklist and Guide. Tegucigalpa. Ecoarte. 186p.
  6. Botello, F., Sanchez-Hernandez, J., Hernandez, O., ReyesChavez, D., & Sánchez-Cordero, V. (2014). Noteworthy records of Central American tapir (Tapirus bairdii) in the Sierra Mixe, Oaxaca, México. Revista Mexicana de Biodiversidad 85(3): 995-999.
  7. Camargo-Sanabria, A. A., Mendoza, E., Guevara, R., Martínez-Ramos, M., & Dirzo, R. (2015). Experimental defaunation of terrestrial mammalian herbivores alters tropical rainforest understorey diversity. Proceedings of the Royal Society B: Biological Sciences, 282(1800), 20142580.
  8. Castellanos, A., Foerester, C., Lizcano, D.J., Naranjo, E., Cruz-Aldan, E., Lira-Torres, I., Samudio, R., Matola, S., Schipper, J. & Gonzalez-Maya., J. (2008). Tapirus bairdii. The IUCN Red List of Threatened Species. Version 2014.3. . Downloaded on 31 March 2015.
  9. Cayuela, L., Golicher, D., Newton, A., Kolb, H., de Alburquerque, F.S., Arets, E.J.M., Alkemade, J.R.M., & Pérez, A.M. (2009). Species distribution modeling in the tropics: problems, potentialities, and the role of biological data for effective species conservation. Tropical Conservation Science, 2(3), 319-352.
  10. Cherrington, E.A., Ek, E., Cho, P., Howell, B.F., Hernandez, B.E., Anderson, E.R., ...Irwin, D.E. (2010). Forest Cover and Deforestation in Belize: 1980 - 2010. Technical Report. Water Center for the Humid Tropics of Latin America and the Caribbean/ NASA/ Belize Ministry of Natural Resources and the Environment. Panama City, Panama.
  11. Clements, G.R., Rayan, D.M., Aziz, S.A., Kawanishi, K., Traeholt, C., Magintan, D., Fadlli, M., Yazi, A. & Tingley, R. (2012). Predicting the distribution of the Asian tapir in Peninsular Malaysia using maximum entropy modeling. Integrative zoology 7(4): 400-406.
  12. Cove, M.V., Spínola, R.M., Jackson, V. L., Sáenz, J. C., & Chassot, O. (2013). Integrating occupancy modeling and camera-trap data to estimate medium and large mammal detection and richness in a Central American biological corridor. Tropical Conservation Science 6(6): 781-795.
  13. Cove, M.V., Pardo Vargas, L.E., de la Cruz, J.C., Spínola, R.M., Jackson, V.L., Saénz, J.C., & Chassot, O. (2014). Factors influencing the occurrence of the Endangered Baird’s tapir Tapirus bairdii: potential flagship species for a Costa Rican biological corridor. Oryx 48(03): 402409.
  14. Dirzo, R., Young, H. S., Galetti, M., Ceballos, G., Isaac, N. J., & Collen, B. (2014). Defaunation in the Anthropocene. Science, 345(6195), 401-406. Dunn, M., Estrada, N., & Smith, D. (2012). The coexistence of Baird’s tapir (Tapirus bairdii) and indigenous hunters in northeastern Honduras. Integrative Zoology 7(4):429-438.
  15. Elith, J., & Leathwick, J. R. (2009). Species distribution models: ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics, 40(1), 677.
  16. Elith, J., Kearney, M., & Phillips, S. (2010). The art of modelling range-shifting species. Methods in ecology and evolution 1(4): 330-342.
  17. Estrada, N. (2004). Notes on the Relative Abundance and Hunting of Baird’s Tapir in the Rus-Rus Region of La Moskitia, Honduras: A Proposed Biological Reserve. Tapir Conservation 13(1): 28-29
  18. Fennell, D.A., & Eagles, P.F. (1990). Ecotourism in Costa Rica: A conceptual framework. Journal of park and recreation administration 8(1):23-34.
  19. Foerster, C.R. (1998). Ambito de Hogar, Patron de Movimentso y Dieta de la Danta Centroamericana (Tapirus bairdii) en el Parque Nacional Corcovado, Costa Rica. M.S. Thesis. Universidad Nacional, Heredia, Costa Rica.
  20. García, M. J., Leonardo, R., García, L., & Gómez, I. (2009). Estado actual de conservación del tapir (Tapirus bairdii) en El Sistema Guatemalteco de Áreas Protegidas. Informe técnico. Guatemala: Fondo Nacional para la Conservación de la Naturaleza (FONACON), Centro de Estudios Conservacionistas-Universidad de San Carlos de Guatemala (CECON) y Organización Nacional para la conservación del Ambiente (ONCA).
  21. García, M., Leonardo, R., Castillo, F., Gómez, I. & García, L. (2010). Efecto de la cacería en la viabilidad poblacional del tapir (Tapirus bairdii) en el Parque Nacional Laguna Lachuá, Guatemala. Facultad de Ciencias Químicas y Farmacia, Universidad de San Carlos de Guatemala. Revista Científica (19): 33-36
  22. García. M., Castillo, F., & Leonardo, R. (2011). Evaluación preliminar de la conectividad de hábitat para el tapir centroamericano (Tapirus bairdii) en Guatemala. Tapir Conservation Newsletter Volume 20/1 & 2 (28): 20-24.
  23. García, M.J., Medici, E.P., Naranjo, E.J., Novarino, W. & Leonardo, R.S. (2012). Distribution, habitat and adaptability of the genus Tapirus. Integrative Zoology 7: 346–355.
  24. Gonzalez-Maya, J. F., Schipper, J., Polidoro, B., Hoepker, A., Zarrate-Charry, D., & Belant, J. L. (2012). Baird’s tapir density in high elevation forests of the Talamanca region of Costa Rica. Integrative zoology 7(4): 381-388.
  25. Gonçalves da Silva, A. (2007). Causes of spatial genetic structure in mammals: A case study in the Atlantic Forest, Brazil. Ph.D. Dissertation. Columbia University, New York, USA.
  26. Grupo Interinstitucional de Monitoreo de Bosques y Uso de la Tierra. (2014). Mapa de bosques y uso de la tierra 2012 y Mapa de cambios en uso de la tierra 2001- 2010 para estimación de emisiones de gases de efecto invernadero. Unpublished report.
  27. Hansen, M.C., Potapov, P.V., Moore, R., Hancher, M., Turubanova, S.A., Tyukavina, A., Thau, D., Stehman, S.V., Goetz, S.J., Loveland, T.R., Kommareddy, A., Egorov, A., Chini, L., Justice, C.O. & Townshend, J.R.G (2013). High-resolution global maps of 21st-century forest cover change. Science 342(6160): 850-853.
  28. Heckadon Moreno, S. (1993). Impact of development on the Panama Canal environment. Journal of Interamerican Studies and World Affairs 35: 129-149.
  29. Hershkovitz, P. (1954). Mammals of northern Colombia, preliminary report No. 7: Tapirs (genus Tapirus), with a systematic review of American species. Proceedings of the United States National Museum, 103(3329), 465–496.
  30. Hijmans, R.J., Cameron, S.E., Parra, J.L., Jones, P.G., & Jarvis, A. (2005). Very high resolution interpolated climate surfaces for global land areas. International journal of climatology 25(15): 1965-1978.
  31. Hijmans, R.J., Phillips, S., Leathwick, J. & Elith, J. (2014). dismo: Species distribution modeling. R package version 1.0-5. http://CRAN.R-project.org/package=dismo.
  32. Hockings, M. (2003). Systems for assessing the effective- ness of management in protected areas. BioScience 53(9): 823-832.
  33. Hurtado, J (2014). TEAM Network Terrestrial Vertebrate Camera Trapping Data (Volcán Barva). TEAMDataPackage-20150308203530_2324.zip.
  34. Instituto Nacional de Conservación y Desarrollo Forestal, Áreas protegidas y Vida Silvestre (ICF)-Cooperación Alemana (GIZ). (2014). Mapa Forestal y Cobertura de la Tierra en la Republica de Honduras. 18p.
  35. Janzen, D. H. (1982). Seeds in tapir dung in Santa Rosa National Park, Costa Rica. Brenesia 19/20: 129-135.
  36. Jordan, C.A., & Urquhart, G.R. (2013). Baird’s tapirs Tapirus bairdii in Nicaragua. Tapir Conservation 22:14-21.
  37. Jordan, C.A., Galeano, M.R., & Alonzo, A.S. (2014). La Cacería Historica de Tapires Centroamericanos (Tapirus bairdii) en la RAAS, Nicaragua. Estudios Ambientales 1(1):73-87
  38. Liu, C., Berry, P.M., Dawson, T.P., & Pearson, R.G. (2005). Selecting thresholds of occurrence in the prediction of species distributions. Ecography 28(3): 385-393.
  39. Matola, S., Cuaron A.D., & Rubio-Torgler, H. (1997). Status and Action Plan of Baird’s Tapir (Tapirus bairdii). In: Brooks D M, Bodmer R E & Matola S, eds, Tapirs. Status Survey and Conservation Action Plan. 29-45.
  40. McCann, N., Wheeler, P. , Coles, T. & Bruford, M. (2012). Rapid ongoing decline of Baird’s tapir in Cusuco National Park, Honduras. Integrative Zoology 7(4):420428
  41. Medici, E.P. (2010). Assessing the Viability of Lowland Tapir Populations in a Fragmented Landscape. PhD Dissertation. University of Kent. Durrell Institute of Conservation Ecology. Canterbury, UK. Pp. 292
  42. Mejia-Correa, S., Diaz-Martinez, A., & Diaz-Martinez, A. (2014). Densidad y hábitos alimentarios de la danta Tapirus bairdii en el Parque Nacional Natural Los Katios, Colombia. Tapir Conservation 23: 16–23.
  43. Mendoza, E., Fuller, T.L., Thomassen, H.A., Buermann, W., Ramírez-Mejía, D., & Smith, T. B. (2013). A preliminary assessment of the effectiveness of the Mesoamerican Biological Corridor for protecting potential Baird’s tapir (Tapirus bairdii) habitat in southern Mexico. Integrative zoology 8(1): 35-47.
  44. Meyer, N., Moreno R. & Jansen, P. (2013). Distribution and conservation status of Baird’s tapir in Panama. Tapir Conservation 22(30):10-13.
  45. Meyer, N., Esser, H., Moreno, R., van Langevelde, F., Liefting, Y., Ros Oller, D., Vogels C., Carver A., Nielsen C., & Jansen, P. (in press) An assessment of the terrestrial mammal communities in forests of Central Panama, using camera-trap surveys. Journal for Nature Conservation. doi:10.1016/j.jnc.2015.04.003.
  46. Miller, K., Chang, E., & Johnson, N. (2001). Defining common ground for the Mesoamerican Biological Corridor. Washington, DC: World Resources Institute.
  47. Moreno, R., Bustamante, A., Mendez-Carvajal, P., & Moreno, J. (In press). Jaguares en Panamá: Estado actual y conservacion. El jaguar en el Siglo XXI: La perspectiva Continental. CONABIO-Alianza WWF Telcel-Universidad Nacional Autónoma de México. México D.F.
  48. Morse, W.C., Schedlbauer, J.L., Sesnie, S.E., Finegan, B., Harvey, C.A., Hollenhorst, S J., Kavanagh, K L., Stoian, D., & Wulfhorst, J.D. (2009). Consequences of environmental service payments for forest retention and recruitment in a Costa Rican biological corridor.
  49. Ecology and Society 14(1): 23. Naranjo, E.J., Alcalá, S. A.A., Briones, F.A F., & ReynaHurtado, R.A. (2015). Distribución, Abundancia y amenazas a las poblaciones de tapir (Tapirus bairdii) y pecarí de labios blancos (Tayassu pecari) en México. THERYA, 6(1), 227-249.
  50. Naranjo, E. J. (2009). Ecology and conservation of Baird’s tapir in Mexico. Tropical Conservation Science, 2(2), 140-158.
  51. Orejuela, J.E. (1992). Traditional productive systems of the Awa (Cuaiquer) Indians of southwestern Colombia and neighbouring Ecuador. In K. H. Redford & C. Padoch (Eds.), Conservation of Neotropical Forests: Working from Traditional Resource Use (pp. 58–82). New York: Columbia University Press.
  52. Peres, C.A. 2002. Synergistic Effects of Subsistence Hunting and Habitat Fragmentation on Amazonian Forest Vertebrates. Conservation Biology 15:1490-1505.
  53. Phillips, S.J., & Dudík, M. (2008). Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 31(2): 161-175.
  54. Poot, C., (2014). Reducing Tapir Vehicle Collisions in Central Belize. Manuscript submitted for publication. R Core Team (2014). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL http://www.R-project.org/.
  55. Ripple, W.J., Newsome, T.M., Wolf, C., Dirzo, R., Everatt, K.T., Galetti, M., Hayward, M.W., Kerley, G.I.H., Levi, T., Lindsey, P.A., Macdonald, D.W., Malhi, Y., Painter, L.E., Sandom, C.J., Terborgh, J., Van Valkenburgh, B. Collapse of the world’s largest herbivores. Science Advances, 1 (2015), p. e1400103.
  56. Rzedowski, J. 1998 La vegetación de México. Editorial Limusa. Saunders, G.B., Holloway, A.D. & Handley, C.O. (1950). A fish and wildlife survey of Guatemala. Special scientific report - Wildlife. Unpublished report for the Fish & Wildlife Service, United States Department of Interior.
  57. Secretaría de Planificación y Programación de la Presidencia/Dirección de Ordenamiento Territorial (SEGEPLAN/DOT). (2011). Plan de Desarrollo Integral de la Franja Transversal del Norte. Guatemala. 163p.
  58. Solari, S., Muñoz-Saba, Y., Rodríguez-Mahecha, J.V, Defler, T.R., Ramírez-Chaves, H.E., & Trujillo, F. (2013). Riqueza, endemismo y conservación de los mamíferos de Colombia. Mastozoología Neotropical, 20(2), 301–365.
  59. Timm, R.M., Lieberman, D., Lieberman, M., & McClearn, D. (2009). Mammals of Cabo Blanco: History, diversity, and Conservation after 45 years of regrowth of a Costa Rican dry forest. Forest ecology and management 258(6):997-1013.
  60. Tirira, D. (2001). Libro rojo de los mamíferos del Ecuador (Vol. 1). Quito, Ecuador: SIMBIOE, EcoCiencia, Ministerio del Ambiente y UICN.
  61. Ulloa, A., Rubio-Torgler, H., & Campos-Rozo, C. (2004). Conceptual basis for the selection of wildlife management strategies by the Embera people in Utria National Park, Choco, Colombia. (K. M. Silvius, R. E. Bodmer, & J. M. V Fragoso, Eds.), 11–36.
  62. Urgilés-Verdugo, C., Gallo F., & Zapa-Rios G. (2013). Presencia del tapir de la costa, Tapirus bairdii, (Guill, 1865), en la cordillera del Toisán, reserva ecológica Cotacachi Cayapas, noroccidente del Ecuador. Informe técnico preparado para La Fundación ECOFONDO. Instituto para la Conservación y Capacitación Ambiental ICCA. Quito, Ecuador.
  63. Wainwright, M. (2007). The mammals of Costa Rica. San Jose: Zona Tropical. Waters, S.S., & Ulloa, O., (2007). Occurrence of Baird’s Tapir Outside Protected Areas in Belize. Tapir Conservation 16(21): 17-19.
  64. Wright, S.J., Zeballos, H., Domínguez, I., Gallardo, M.M., Moreno, M.C., & Ibáñez, R. (2000). Poachers alter mammal abundance, seed dispersal, and seed predation in a Neotropical forest. Conservation Biology 14: 227-239.

Downloads

Download data is not yet available.

Most read articles by the same author(s)

1 2 > >> 

Similar Articles

1-10 of 64

You may also start an advanced similarity search for this article.