Potential distribution of margay (Leopardus wiedii, Schinz, 1821) in Northeastern Mexico
Keywords:
connectivity, habitat fragmentation, MaxEnt, Tropical habitats, Wild felids.Abstract
The margay (Leopardus wiedii, Schinz 1821) is a small Neotropical cat that is native with distribution from South America into Northeastern Mexico. This species is now threatened by illegal hunting and habitat destruction and, in Northeastern Mexico, their habitat has been fragmented and population sizes have been dramatically reduced. We use the MaxEnt algorithm to model the potential distribution of this elusive species, based on trustable presence records and information about their habitat condition. The aim of this study was to estimate the potential distribution of margays in Northeastern Mexico. We determined potential distribution in the physiographic subprovinces (PSP) of Llanuras y Lomerios, Gran Sierra Plegada and Carso Huasteco. A model was generated using recent and historical records through the MaxEnt algorithm. We used four records from online databases, 36 from literature and 13 from our own fieldwork, as well as 27 predictive variables: 19 associated with climate, two with land use and vegetation type, four associated with topography and two with anthropogenic effects. Seven variables contributed to over 90 % of the distribution model and were highly predictive (AUC = 0.964). The potential distribution of margay represents 9.0 % (7,607 km2) of the area, which is highly fragmented. The PSP Gran Sierra Plegada and Carso Huasteco showed the widest distribution range. The four most relevant variables were: precipitation of the most humid quarter, vegetation type, and both altitude and topographic indexes. We applied species distribution modeling by incorporating recent information collected through fieldwork and surveys as well as historical records in order to predict the margay’s potential distribution in Northeastern Mexico. We obtained a robust model based on the most relevant bioclimatic and landscape variables. The landscape in this region is highly fragmented and the largest continuous areas were located in the roughest and inaccessible landscape of the mountainous localities of Gran Sierra Plegada and Carso Huasteco, where an important portion of these PSP maintains continuity in the area of the potential distribution of the margay. Very little is known of the status and abundance of the margay and this study complements our current knowledge of this species in Northeastern Mexico and provides important information regarding the quality of the habitat in this portion of the country. There are several current threats that are being caused by changes in land use in Northeastern Mexico and other parts of their distribution, and this information is essential to establish conservation plans for this species and their habitat. More studies assessing potential distribution throughout their range are needed to support adequate conservation efforts.References
ANDERSON, R. P., D. LEW, AND A. T. PETERSON. 2003. Evaluating predictive models of species’ distributions: criteria for selecting optimal models. Ecological Modelling 162:211-232.
ANDREN, H. 1992. Corvid density and nest predation in relation to forest fragmentation, a landscape perspective. Ecology 73:794-804.
ARANDA, M. 2005. Margay. Pp. 361-362 in Los Mamíferos Silvestres de México (G. Ceballos y G. Oliva eds.). Fondo de Cultura Económica / CONABIO. México.
ARAUJO, M. B., AND A. GUISAN. 2006. Five (or so) challenges for species distribution modelling. Journal of Biogeography 33:1677-1688.
AZEVEDO, F. C. C. DE. 1996. Notes on the behavior of the margay Felis wiedii (Schinz, 1821), (Carnivora, Felidae), in the Brazilian Atlantic Forest. Mammalia 60:325-328.
BEIER, P. 1993. Determining minimum habitat areas and habitat corridors for cougars. Conservation Biology 7:94-108.
BEIER, P. 1995. Dispersal of juvenile cougars in fragmented habitat. Journal of Wildlife Management 59:228-237.
BELDON, B. C., AND B. W. HAGEDORN. 1993. Feasibility of translocating panthers into northern Florida. Journal of Wildlife Management 57:388-397.
BISBAL, F. J. 1989. Distribution and habitat association of the carnivores in Venezuela. Pp. 339-362 in Advances in Neotropical Mammalogy (K. H. Redford and J. F. Eisenberg, eds.). Sandhill Crane Press. Gainesville, Florida.
BURNEO, S., J. F. GONZÁLEZ-MAYA, AND D. TIRIRA. 2009. Distribution and habitat modelling for Colombian weasel Mustela felipei in the Northern Andes. Small Carnivore Conservation 41:41-45.
BUZA, L., A. YOUNG, AND P. THRALL. 2000. Genetic erosion, inbreeding and reduced fitness in fragmented populations of the endangered tetraploid sea Swaisona recta. Biological Conservation 93:177-186.
CIAT (CENTRO INTERNACIONAL DE AGRICULTURA TROPICAL), UNEP (UNITED NATIONS ENVIRONMENT PROGRAM), CIESIN (CENTER FOR INTERNATIONAL EARTH SCIENCE INFORMATION NETWORK), COLUMBIA UNIVERSITY, AND THE WORLD BANK. 2005. Latin American and Caribbean Population Data Base. Version 3. Available at http://www.na.unep.net/datasets/datalist.php3. 11 July 2014.
CONTRERAS-MEDINA, R., I. LUNA-VEGA, AND C. A. RÍOS-MUÑOZ. 2010. Distribución de Taxus globosa (Taxaceae) en México: Modelos ecológicos de nicho, efectos del cambio del uso de suelo y conservación. Revista Chilena de Historia Natural 83:421-433.
CROOKS, K. R., AND M. E. SOULÉ. 1999. Mesopredator release and avifaunal extinctions in a fragmented system. Nature 400:563-566.
DANIELSON, B. J. 1994. A justification for the conservation of large reserves. Pp. 276-277 in Principles of Conservation Biology. (K. Meffe and C. R. Carroll eds.). Sinauer, Sunderland, Massachusetts.
ELITH, J., C. H. GRAHAM, R. P. ANDERSON, M. DUDIK, L. G. LOHMANN, B. A. LOISELLE, G. MANION, C. MORITZ, M. NAKAMURA, Y. NAKAZAWA, J. OVERTON, A. T. MCC, A. T. PETERSON, S. J. PHILLIPS, K. S. RICHARDSON, K. S. SCACHETTI-PEREIRA, R. E. SCHAPIRE, J. SOBERON, S. WILLIAMS, M. S. WISZ, AND N. E. ZIMMERMANN. 2006. Novel methods improve prediction of species distribution from occurrence data. Ecography 29:129-151.
ESRI. 2006. ArcGIS Desktop 9.2. Environmental System Research Institute. California.
FAHRIG, L. 1997. Relative effects of habitat loss and fragmentation on population extinction. Journal of Wildlife Management 61:603-610.
FEARNSIDE, P. M. 2007. Brazil’s Cuiabá-Santarém (BR-163) highway: the environmental cost of paving a soybean corridor through the Amazon. Environmental Management 39:601-614.
FERRIER, S. AND A. GUISAN. 2006. Spatial modelling of biodiversity at the community level. Journal of Applied Ecology 43:393-404.
FREITAS, S. R., T. J. HAWBAKER, AND J. P. METZGER. 2010. Effects of roads, topography, and land use on forest cover dynamics in the Brazilian Atlantic Forest. Forest Ecology and Management 259:410-417.
GBIF. 2014. Global Biodiversity Information Facility. Available at: http://www.gbif.org/. 05 July 2014.
GEHRING, T. M. 2000. Ecology of mammalian predators in a landscape fragmented by agriculture. Doctoral dissertation. Universidad Purdue. West Lafayette, EE.UU.
GEHRING, T. M. AND R. K. SWIHART. 2004. Home range and movements of long-tailed weasels in a landscape fragmented by agriculture. Journal of Mammalogy 85:79-86.
GUEVARA, S. AND J. LABORDE. 1999. Historia del paisaje de la sierra de Los Tuxtlas, Veracruz (México). Pp. 44-64 in Diversidad biológica y cultural rural: en la gestión ambiental de desarrollo. (F. D. Pineda, J. M. de Miguel and M. A. Casado eds.). Mundiprensa y Multimedia Ambiental. Madrid.
GUGGISBERG, C. A. W. 1975. Wild cats of the world. Taplinger Publishing Company, New York.
HALL, E. R. 1981. The mammals of North America. 2nd edition. John Wiley & Sons. New York.
HANSEN, M. R. DEFRIES, J. R. G. TOWNSHEND, AND R. SOHLBERG. 2000. Global land cover classification at 1km resolution using a decision tree classifier. International Journal of Remote Sensing 21:1331-1365.
HERNANDEZ, P. A., C. H. GRAHAM, L. L. MASTER, AND D. L. ALBERT. 2006. The effect of sample size and species characteristics on performance of different species distribution modeling methods. Ecography 29:773-785.
HIJMANS, R. J., S. E. CAMERON, J. L. PARRA, P. G. JONES, AND A. JARVIS. 2005. Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology 25:1965-1978.
INEGI. 2002a. Síntesis de información geográfica del estado de San Luis Potosí. Instituto Nacional de Geografía e Informática. Aguascalientes. México.
INEGI. 2002b. Conjunto de datos Vectoriales de Vías de transporte y comunicación de las cartas vectoriales topográficas escala 1:250,000, Serie II, Continuo Nacional. Instituto Nacional de Estadística, Geografía e Informática. Aguascalientes. México.
INEGI. 2005. Conjunto de datos Vectoriales de la Carta de Uso del Suelo y Vegetación, Escala 1:250,000, Serie III, Continuo Nacional. Instituto Nacional de Estadística, Geografía e Informática. Aguascalientes. México.
INEGI. 2008. Continuo de Elevación Nacional. Instituto Nacional de Geografía e Informática. Aguascalientes. México. Available at http://mapserver.inegi.org.mx. 11 june 2012.
INEGI. 2011. Cartas geográficas de clima, suelo y precipitaciones, escala 1:250,000. Instituto Nacional de Estadística, Geografía e Informática (INEGI). Aguascalientes, México.
JENKS, K. E., S. KITAMURA, A. J. LYNAM, D. NGOPRASERT, W. CHUTIPONG, R. STEINMETZ, R. SUKMASUANG, L. I. GRASSMAN JR., T. CUTTER,N. TANTIPISANUH, N. BHUMPAKPHAN, G. A. GALE, D. H. REED, P. LEIMGRUBER, AND N. SONGSASEN. 2012. Mapping the distribution of dholes, Cuon alpinus (Canidae, Carnivora), in Thailand. Mammalia 76:175-184.
JIMÉNEZ, C. A., V. T. VARGAS, W. E. SALINAS, M. AGUIRRE, AND D. RODRÍGUEZ. 2004. Aptitud agroecológica para el cultivo de la caña de azúcar en el sur de Tamaulipas, México. Investigaciones Geográficas, Boletín del Instituto de Geografía UNAM 53:58-74.
KAREIVA, P. AND U. WENNERGREN. 1995. Connecting landscape patterns to ecosystems and population processes. Nature 373: 299-302
LAURANCE, W. F. 1995. Extinction and survival of rainforest mammals in a fragmented tropical landscape. Pp. 46-63 in Landscape Approaches in Mammalian Ecology and Conservation. (W. Z. Lidicker Jr., ed.). University of Minnesota Press. Minneapolis.
LAURANCE, W. F., A. K. M. ALBERNAZ, G. SCHROTH, P. M. FEARNSIDE, S. BERGEN, E. M. VENTICINQUE, AND C. COSTA. 2002. Predictors of deforestation in the Brazilian Amazon. Journal of Biogeography 29:737-748.
LOVALLO, M. J., AND E. M. ANDERSON. 1996. Bobcat movements and home ranges relative to roads in Wisconsin. Wildlife Society Bulletin 24:71-76.
MACHTANS, C. S., M. A. VILLARD, AND S. J. HANNON. 1996. Use of riparian buffers strips as movement corridors by forest birds. Conservation Biology 10:1377-1379.
MARINO, J., M. BENNETT, D. COSSIOS, A. IRIARTE, M. LUCHERINI, P. PLISCOFF, C. SILLERO-ZUBIRI, L. VILLALBA, AND S. WALKER. 2011. Bioclimatic constrains to Andean cat distribution: a modeling application for rare species. Diversity and Distributions 17:311-322.
MARTIN, P. S., C. GHELER-COSTA, P. C. LOPES, L. M. ROSALINO, AND L. M. VERDADE. 2012. Terrestrial non-volant small mammals in agro-silvicultural landscapes of Southeastern Brazil. Forest Ecology and Management 282:185-195.
MARTÍNEZ-CALDERAS, J. M., O. C. ROSAS-ROSAS, J. PALACIO-NÚÑEZ, J. F. MARTÍNEZ-MONTOYA, AND J. A. VILLORDO-GALVÁN. 2012. Nuevos registros de tigrillo (Leopardus wiedii) en San Luis Potosí, México. Acta Zoológica Mexicana (n. s.) 28:482-486.
MARTÍNEZ-CALDERAS, J. M., O. C. ROSAS-ROSAS, J. PALACIO-NÚÑEZ, J. F. MARTÍNEZ-MONTOYA, G. OLMOS-OROPEZA AND L. A. TARANGO-ARÁMBULA. 2015. Potential distribution of the ocelot (Leopardus pardalis) in Northeastern Mexico. Therya 6(3):545-558.
MONDOLFI, E. 1986. Notes on the biology and status of the small wild cats in Venezuela. Pp. 25-146 in Cats of the world: biology, conservation, and management. (S. D. Miller and D. D. Everett, eds.). National Wildlife Federation. Washington, D. C.
NOSS, R. F., H. B. QUIGLEY, M. G. HORNOCKER, T. MERRILL, AND P. C. PAQUET. 1996. Conservation biology and carnivore conservation in the Rocky Mountains. Conservation Biology 10:949-963.
NUPP, T. E., AND R. K. SWIHART. 2000. Landscape-level correlates of small mammal assemblages in forest fragments of farmland. Journal of Mammalogy 81:512–526.
OEHLER, J. M., AND J. A. LITVAITIS. 1996. The role of spatial scale in understanding responses of medium-sized carnivores to forest fragmentation. Canadian Journal of Zoology 74:2070-2079.
OLIVEIRA, T. G. DE, M. A. TORTATO, L. SILVEIRA, C. B. KASPER, F. D. MAZIM, M. LUCHERINI, A. T JÁCOMO, J. B. G SOARES, R. V. MARQUES, AND M. E. SUNQUIST. 2010. Ocelot ecology and its effect on the small-felid guild in the lowland neotropics. Pp. 559-580 in Biology and conservation of wild cats. (D. W. Macdoweld and A. J. Loveridge, eds.). Oxford University Press. Oxford.
OLIVEIRA, T. G. DE. 1994. Neotropical cats: ecology and conservation. Edufma. Sao Luís, Brasil.
OLIVEIRA, T. G. DE. 1998. Leopardus wiedii. Mammalian Species 579:1-6.
PAYAN, E., E. EIZIRIK, T. G. DE OLIVEIRA, R. LEITE-PITMAN, M. KELLY, AND C. VALDERRAMA. 2008. Leopardus wiedii. UICN 2013. UICN Red List of Threatened Species. Version 2013.1. Available at http://www.iucnredlist.org. 04 August 2013.
PEARSON, R. G., C. J. RAXWORTHY, M. NAKAMURA, AND A. T. PETERSON. 2007. Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. Journal of Biogeography 34:102-117
PETIT, L. J., D. R. PETIT, AND T. E. MARTIN. 1995. Landscape-level management of migratory birds: looking past the trees to see the forest. Wildlife Society Bulletin 23:420-429.
PHILLIPS, S. J., R. P. ANDERSON, AND R. E. SCHAPIRE. 2006. Maximum entropy modeling in species geographic distributions. Ecological Modeling 190:231-259.
PHILLIPS, S. J., M. DUDÍK, AND R. E. SCHAPIRE. 2004. A maximum entropy approach to species distribution modeling. Pp. 655-662 in Proceedings of the 21st International Conference on Machine Learning. (R. Greiner and D. Schuurmans eds.). ACM Press. New York.
PRUGH, L. R., C. J. STONER, C. W. EPPS, W. T. BEAN, W. J. RIPPLE, A. S. LALIBERTE, AND J. S. BRASHARES. 2009. The rise of the mesopredator. BioScience 59:779-791.
REYES-HERNÁNDEZ, H., M. AGUILAR-ROBLEDO, J. R. AGUIRRE-RIBERA, M. SILVA-APARICIO, AND I. R. TREJO-VÁZQUEZ. 2007. Caracterización de remanentes arbóreos y razones de su permanencia en el área del proyecto Pujal-Coy, San Luis Potosí, México. Pp. 85-104 in Corredores biológicos: acercamiento conceptual y experiencias en América. (O. Chassot and C. Morera, eds.). Centro Científico Tropical, Universidad Nacional de Costa Rica/Escuela de Ciencias Geográficas. Instituto Panamericano de Geografía e Historia. Imprenta Nacional de Costa Rica.
RUEDIGER, B. 1996. The relationship between rare carnivores and highways. Proceedings of the Florida Department of Transportation/Federal Highway Administration Transportation-related Wildlife Mortality Seminar, April 30-May 2, 1996. U. S. Department of Transportation. Federal Highway Administration. FHWA-PD-96-041, Washington, D. C.
SAHAGÚN-SÁNCHEZ, F. J., H. REYES-HERNÁNDEZ, J. L. FLORES-FLORES, AND L. CHAPA-VARGAS. 2011. Modelización de escenarios de cambio potencial en la vegetación y el uso de suelo en la Sierra Madre Oriental de San Luis Potosí, México. Journal of Latin American Geography 10:65-86.
SEMARNAT. 2010. NOM-059-SEMARNAT-2010. Protección ambiental-Especies nativas de México de flora y fauna silvestres-Categorías de riesgo y especificaciones para su inclusión, exclusión o cambio-Lista de especies en riesgo. Diario oficial de la federación. Ciudad de México. México.
SMALLWOOD, K. S. 1994. Trends in California mountain lion populations. The Soutwestern Naturalist 39:67-72.
TELLO, J. L. 1986. The situation of the wild cats (Felidae) in Bolivia. Report prepared for CITES Secretariat. Lausane, Switzerland.
TEWES, M. E., AND D. R. BLANTON. 1998. Potential impacts of international bridges on ocelots and jaguarundis along the Rio Grande wildlife corridor. Pp. 135-139 in Proceedings of the International Conference on Wildlife Ecology and Transportation (FL-ER-69-98). (G. L. Evink, P. Garrett, D. Zeigler and J. Berry, eds.). Florida Department of Transportation. Tallahassee, Florida.
TEWES, M. E,. AND R. W. HUGHES. 2001. Ocelot management and conservation along transportation corridors in Southern Texas. Pp. 559-564 in Proceedings of the 2001 International Conference on Ecology and Transportation. (C. L. Irwin, P. Garrett and K. P. McDermott, eds.). Center for Transportation and the Environment, North Carolina State University Keystone, Co. 24-28 September 2001.
TEWES, M. E., AND D. J. SCHMIDLY. 1987. The neotropical felids: jaguar, ocelot, margay, and jaguarondi. Pp. 697-711 in Wild furbearer management and conservation in North America. (M. Novak, J. A. Baker, M. E. Obbard and B. Malloch, eds.). Ontario Ministry of Natural Resources. Toronto, Canada.
TREJO, I., AND R. DIRZO. 2000. Deforestation of seasonally dry tropical forest: a national and local analysis in Mexico. Biological Conservation 94:133-142.
TUOVILA, V. R. 1999. Bobcat and ocelot movements and survival near US Highway 281. Master Science Tesis, Texas A&M University. Arlington, Texas.
VAN DYKE, F. G., R. H. BROCKE, AND H. G. SHAW. 1986. Use of road track counts as indices of mountain lion presence. Journal of Wildlife Management 50:102-109.
VAUGHAN, C. 1983. A report on dense forest habitat for endangered wildlife species in Costa Rica. National University, Heredia. Costa Rica.
VIEYRA-ALBERTO, R., I. A. DOMÍNGUEZ-VARA, G. OLMOS-OROPEZA, J. F. MARTÍNEZ-MONTOYA, J. L. BORQUEZ-GASTELUM, J. PALACIO-NÚÑEZ, J. A. LUGO DE LA FUENTE, AND E. MORALES-ALMARÁZ. 2013. Perfil e interrelación mineral en agua, forraje y suero sanguíneo de bovinos durante dos épocas en la Huasteca Potosina, México. Agrociencia 47:121-133.
VILLORDO-GALVÁN, J. A., O. C. ROSAS-ROSAS, J. F. MARTÍNEZ-MONTOYA, F. CLEMENTE-SÁNCHEZ, L. A. TARANGO-ARÁMBULA, M. D. SÁNCHEZ-HERMOSILLO, AND L. C. BENDER.. 2010. The jaguar (Panthera onca) in San Luis Potosi, Mexico. The Soutwestern Naturalist 55:394-402.
WILCOVE, D. S. 1985. Nest depredation in forest tracts and the decline of migratory songbirds. Ecology 66:1211–1214.
WILTING, A., A. CORD, A. J. HEARN, D. HESSE, A. MOHAMED, C. TRAEHOLDT, S. M. CHEYNE, S. SUNARTO, M. JAYASILAN, J. ROSS, A. C. SHAPIRO, A. SEBASTIAN, S. DECH, C. BREITENMOSER, J. SANDERSON, J. W. DUCKWORTH, AND H. HOFER. 2010. Modelling the species distribution of flat-headed cats (Prionailurus planiceps), an endangered South-east Asian small felid. PLoS ONE 5. DOI:10.1371/journal.pone.0009612.
WOLFF, J. O. 1999. Behavioral model systems. Pp. 11-40 in Landscape ecology of small mammals. (G. W. Barrett and J. D. Peles, eds.). Springer-Verlag, NewYork.
YOUNG, K. R. 1994. Roads and the environmental degradation of tropical montane forests. Conservation Biology 8:972-97658.
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