Climate change impact on endangered cloud forest tree species in Mexico

Daniel Jiménez-García, A. T. Peterson

Resumen


Ecological niche models have seen intensive exploration as a tool in biodiversity conservation and evaluation of areas for designing protected natural areas systems, including projections of potential distributions under future conditions. Cloud forest is the most endangered ecosystem in Mexico, and yet ranks high in terms of diversity and endemism. This study focuses on 12 endangered and range-restricted tree species in Mexican cloud forests, exploring patterns of distribution and diversity under 2 future emissions scenarios (representative concentration pathways 4.5 and 8.5) as anticipated by 20 general circulation models. Our results indicate a likely strong reduction in species’ distributional areas and —consequently— species diversity manifested in different cloud forest patches across the country. The genus Quercus resulted the most sensitive to climate change. We identified cloud forest patches that are most vulnerable to climate change effects, which can and should focus priorities for protection of this ecosystem, particularly in the Sierra Madre Oriental, where cloud forest is presently lacking any protection.


Palabras clave


.Ecological niche model; Diversity; Climatic change; Threatened species

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Referencias


Aguilera, M. A., Valdivia, N., & Broitman, B. R. (2013). Spatial niche differentiation and coexistence at the edge: co-occurrence distribution patterns in Scurria limpets. Marine Ecology Progress Series, 483, 185–198. https://doi.org/10.3354/meps10293

Aho, K., Derryberry, D., & Peterson, T. (2014). Model selection for ecologists: the worldviews of AIC and BIC. Ecology, 95(3), 631–636.

Aldrich, M., Billington, C., Edwards, M., & Laidlaw, R. (1997). Tropical montane cloud forests: an urgent priority for conservation. WCMC Biodiversity Bulletin, 2, 1–14.

Álvarez-Arteaga, G., García-Calderón, N. E., Krasilnikov, P., & García-Oliva, F. (2013). Almacenes de carbono en bosques montanos de niebla de la Sierra Norte de Oaxaca, México. Agrociencia, 47(2), 171–180.

Araújo, M. B., & Peterson, A. T. (2012). Uses and misuses of bioclimatic envelope modeling. Ecology, 93(7), 1527–1539. https://doi.org/10.1890/11-1930.1

Arroyo-Rodríguez, V., Rös, M., Escobar, F., Melo, F. P. L., Santos, B. A., Tabarelli, M., & Chazdon, R. (2013). Plant β-diversity in fragmented rain forests: testing floristic homogenization and differentiation hypotheses. Journal of Ecology, 101(6), 1449–1458. https://doi.org/10.1111/1365-2745.12153

Ashraf, U., Peterson, A. T., Chaudhry, M. N., Ashraf, I., Saqib, Z., Rashid Ahmad, S., & Ali, H. (2017). Ecological niche model comparison under different climate scenarios: a case study of Olea spp. in Asia. Ecosphere, 8(5), e01825. https://doi.org/10.1002/ecs2.1825

Banag, C., Thrippleton, T., Alejandro, G. J., Reineking, B., & Liede-Schumann, S. (2015). Bioclimatic niches of selected endemic Ixora species on the Philippines: predicting habitat suitability due to climate change. Plant Ecology, 216(9), 1325–1340. https://doi.org/10.1007/s11258-015-0512-6

Barve, N., Barve, V., Jiménez-Valverde, A., Lira-Noriega, A., Maher, S. P., Peterson, A. T., Soberón, J, & Villalobos, F. (2011). The crucial role of the accessible area in ecological niche modeling and species distribution modeling. Ecological Modelling, 222(11), 1810–1819. https://doi.org/10.1016/j.ecolmodel.2011.02.011

Brown, J. L. (2014). SDMtoolbox: a python-based GIS toolkit for landscape genetic, biogeographic and species distribution model analyses. Methods in Ecology and Evolution, 5(7), 694–700. https://doi.org/10.1111/2041-210X.12200

Carroll, I. T., Cardinale, B. J., & Nisbet, R. M. (2011). Niche and fitness differences relate the maintenance of diversity to ecosystem function. Ecology, 92(5), 1157–1165.

Carvajal-Hernández, C. I., Krömer, T., & Vázquez-Torres, M. (2014). Riqueza y composición florística de pteridobiontes en bosque mesófilo de montaña y ambientes asociados en el centro de Veracruz, México. Revista Mexicana de Biodiversidad, 85(2), 491–501. https://doi.org/10.7550/rmb.41292

Chatterjee, H. J., Tse, J. S. Y., & Turvey, S. T. (2012). Using ecological niche modelling to predict spatial and temporal distribution patterns in Chinese gibbons: lessons from the present and the past. Folia Primatologica, 83(2), 85–99. https://doi.org/10.1159/000342696

Contreras-Medina, R., Luna-Vega, I., & Ríos-Muñoz, C. (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(3), 421–433.

Correa-Ayram, C. A., Mendoza, M. E., Etter, A., & Pérez-Salicrup, D. R. (2017). Potential distribution of mountain cloud forest in Michoacán, Mexico: prioritization for conservation in the context of landscape connectivity. Environmental Management. https://doi.org/10.1007/s00267-017-0871-y

Cruz-Cárdenas, G., López-Mata, L., Villaseñor, J. L., & Ortiz, E. (2014). Potential species distribution modeling and the use of principal component analysis as predictor variables. Revista Mexicana de Biodiversidad, 85(1), 189–199. https://doi.org/10.7550/rmb.36723

Delgadillo-Moya, C., Villaseñor, J. L., Ortiz, E., & Campos-Villanueva, Á. (2017). Floristic richness of the cloud forest moss flora of Veracruz, Mexico. Nova Hedwigia, 105(1), 43–63. https://doi.org/10.1127/nova_hedwigia/2017/0399

Eastman, J. R. (2016). TerrSet. Clark Labs, Clark University, Worcester. Retrieved from http://138.110.28.9/courses/tmillett/course/geog307/files/Kilimanjaro%20Manual.pdf

Eigenbrod, F., Gonzalez, P., Dash, J., & Steyl, I. (2015). Vulnerability of ecosystems to climate change moderated by habitat intactness. Global Change Biology, 21(1), 275–286. https://doi.org/10.1111/gcb.12669

Figueroa-Rangel, B. L., Willis, K. J., & Olvera-Vargas, M. (2009). Cloud forest dynamics in the Mexican neotropics during the last 1300 years: Cloud forest dynamics in Mexico. Global Change Biology, 16(6), 1689–1704. https://doi.org/10.1111/j.1365-2486.2009.02024.x

Foster, P. (2001). The potential negative impacts of global climate change on tropical montane cloud forests. Earth-Science Reviews, 55(1), 73–106.

García-De la Cruz, Y., Olivares-López, L. A., & Ramos-Prado, J. M. (2013). Estructura y composición arbórea de un fragmento de bosque mesófilo de montaña en el estado de Veracruz. Revista Chapingo Serie Ciencias Forestales y Del Ambiente, XIX(1), 91–101. https://doi.org/10.5154/r.rchscfa.2012.03.025

García-Franco, J. G., Castillo-Campos, G., Mehltreter, K., Martínez, M. L., & Vázquez, G. (2008). Estructura y composición de un bosque mesófilo del centro de Veracruz, México. Boletín de La Sociedad Botánica de México, (83), 37–52.

Gasner, M. R., Jankowski, J. E., Ciecka, A. L., Kyle, K. O., & Rabenold, K. N. (2010). Projecting the local impacts of climate change on a Central American montane avian community. Biological Conservation, 143(5), 1250–1258. https://doi.org/10.1016/j.biocon.2010.02.034

Gillespie, T. W., Lipkin, B., Sullivan, L., Benowitz, D. R., Pau, S., & Keppel, G. (2012). The rarest and least protected forests in biodiversity hotspots. Biodiversity and Conservation, 21(14), 3597–3611. https://doi.org/10.1007/s10531-012-0384-1

Golicher, D. J., Cayuela, L., & Newton, A. C. (2012). Effects of climate change on the potential species richness of Mesoamerican forests: effects of climate change on potential species richness. Biotropica, 44(3), 284–293. https://doi.org/10.1111/j.1744-7429.2011.00815.x

Gómez-Mendoza, L., & Arriaga, L. (2007). Modeling the effect of climate change on the distribution of oak and pine species of Mexico: Mexican temperate forests and climate change. Conservation Biology, 21(6), 1545–1555. https://doi.org/10.1111/j.1523-1739.2007.00814.x

González-Espinosa, M. (Ed.). (2011). The red list of Mexican cloud forest trees. Cambridge: Fauna & Flora International.

González-Espinosa, M., Meave, J. A., Ramírez-Marcial, N., Toledo-Aceves, T., Lorea-Hernández, F. G., & Ibarra-Manríquez, G. (2012). Los bosques de niebla de México: conservación y restauración de su componente arbóreo. Revista Ecosistemas, 21(1–2). Retrieved from http://www.revistaecosistemas.net/index.php/ecosistemas/article/view/26

Graham, A. (1999). The Tertiary history of the northern temperate element in the northern Latin American biota. American Journal of Botany, 86(1), 32–38.

Gual-Díaz, M., & Rendón-Correa, A. (2014). Bosques mesófilos de montaña en México: diversidad, ecología y manejo. México: Comisión Nacional para el Conocimiento y Uso de la Biodiversidad.

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. https://doi.org/10.1002/joc.1276

Holder, C. D. (2004). Rainfall interception and fog precipitation in a tropical montane cloud forest of Guatemala. Forest Ecology and Management, 190(2–3), 373–384. https://doi.org/10.1016/j.foreco.2003.11.004

INEGI. (2015). Conjunto de datos vectoriales de la Carta de Uso del Suelo y Vegetación, escala 1:250 000, Serie V (Capa Unión). Retrieved October 2, 2017, from http://www.inegi.org.mx/geo/contenidos/recnat/usosuelo/doc/guia_interusosuelov.pdf

IPCC (Ed.). (2001). Climate change 2001: the scientific basis. Intergovernmental Panel on Climate Change. Cambridge ; New York: Cambridge University Press.

IPCC (Ed.). (2007). Climate change 2007: the physical science basis. Intergovernmental Panel on Climate Change. Cambridge ; New York: Cambridge University Press.

Kearney, M., Simpson, S. J., Raubenheimer, D., & Helmuth, B. (2010). Modelling the ecological niche from functional traits. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1557), 3469–3483. https://doi.org/10.1098/rstb.2010.0034

Ledo, A., Burslem, D. F. R. P., Condés, S., & Montes, F. (2013). Micro-scale habitat associations of woody plants in a Neotropical cloud forest. Journal of Vegetation Science, 24(6), 1086–1097. https://doi.org/10.1111/jvs.12023

Lobo, J. M., Jiménez-Valverde, A., & Real, R. (2008). AUC: a misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography, 17(2), 145–151. https://doi.org/10.1111/j.1466-8238.2007.00358.x

López-Mata, L., Villaseñor, J. L., Cruz-Cárdenas, G., Ortiz, E., & Ortiz-Solorio, C. (2012). Predictores ambientales de la riqueza de especies de plantas del bosque húmedo de montaña de México. Botanical Sciences, 90(1), 27–36.

Luna-Vega, I., Alcántara-Ayala, O., Contreras-Medina, R., & Ríos-Muñoz, C. A. (2012). Ecological niche modeling on the effect of climatic change and conservation of Ternstroemia lineata DC. (Ternstroemiaceae) in Mesoamerica. Botany, 90(7), 637–650. https://doi.org/10.1139/b2012-019

Martin, P. S., & Harrell, B. E. (1957). The Pleistocene history of temperate biotas in Mexico and eastern United States. Ecology, 38(3), 468. https://doi.org/10.2307/1929892

Martínez, M. L., Pérez-Maqueo, O., Vázquez, G., Castillo-Campos, G., García-Franco, J., Mehltreter, K., Equihua, M. & Landgrave, R. (2009). Effects of land use change on biodiversity and ecosystem services in tropical montane cloud forests of Mexico. Forest Ecology and Management, 258(9), 1856–1863. https://doi.org/10.1016/j.foreco.2009.02.023

Martínez-Meyer, E. (2005). Climate change and biodiversity: some considerations in forecasting shifts in species’ potential distributions. Biodiversity Informatics, 2, 42–55.

Moguel, P., & Toledo, V. M. (1999). Biodiversity conservation in traditional coffee systems of Mexico. Conservation Biology, 13(1), 11–21. https://doi.org/10.1046/j.1523-1739.1999.97153.x

Monterroso-Rivas, A., Gómez-Díaz, J., & Tinoco-Rueda, J. D. (2013). Bosque mesófilo de montaña y escenarios de cambio climático: una evaluación en Hidalgo, México. Revista Chapingo Serie Ciencias Forestales y Del Ambiente, XIX(1), 29–43. https://doi.org/10.5154/r.rchscfa.2012.03.029

Ochoa-Ochoa, L. M., Mejía-Domínguez, N. R., & Bezaury-Creel, J. (2017). Prioritization for cloud forest conservation in Mexico. Ecosistemas, 26(2), 27–37. https://doi.org/10.7818/ECOS.2017.26-2.04

Owens, H. L., Campbell, L. P., Dornak, L. L., Saupe, E. E., Barve, N., Soberón, J., Ingenloff, K., Lira-Noriega, A., Hensz, C. M., Myers, C. E., & Peterson, A. T. (2013). Constraints on interpretation of ecological niche models by limited environmental ranges on calibration areas. Ecological Modelling, 263, 10–18. https://doi.org/10.1016/j.ecolmodel.2013.04.011

Pearson, R. G., Raxworthy, C. J., Nakamura, M., & Peterson, A. T. (2006). Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. Journal of Biogeography, 34(1), 102–117. https://doi.org/10.1111/j.1365-2699.2006.01594.x

Peterson, A. T., Soberón, J. Pearson, R., Anderson, R., Martínez-Meyer, E., Nakamura, M. & Araújo, M. (Ed.). (2011). Ecological niches and geographic distributions. Princeton, N.J: Princeton University Press.

Peterson, A. T., Papeş, M., & Soberón, J. (2008). Rethinking receiver operating characteristic analysis applications in ecological niche modeling. Ecological Modelling, 213(1), 63–72. https://doi.org/10.1016/j.ecolmodel.2007.11.008

Phillips, S. J., Anderson, R. P., & Schapire, R. E. (2006). Maximum entropy modeling of species geographic distributions. Ecological Modelling, 190(3–4), 231–259. https://doi.org/10.1016/j.ecolmodel.2005.03.026

Pineda, E., Moreno, C., Escobar, F., & Halffter, G. (2005). Frog, bat, and dung beetle diversity in the cloud forest and coffee agroecosystems of Veracruz, Mexico. Conservation Biology, 19(2), 400–410. https://doi.org/10.1111/j.1523-1739.2005.00531.x

Ponce-Reyes, R., Nicholson, E., Baxter, P. W. J., Fuller, R. A., & Possingham, H. (2013). Extinction risk in cloud forest fragments under climate change and habitat loss. Diversity and Distributions, 19(5–6), 518–529. https://doi.org/10.1111/ddi.12064

Ponce-Reyes, R., Reynoso-Rosales, V.-H., Watson, J. E. M., VanDerWal, J., Fuller, R. A., Pressey, R. L., & Possingham, H. P. (2012). Vulnerability of cloud forest reserves in Mexico to climate change. Nature Climate Change, 2(6), 448–452. https://doi.org/10.1038/nclimate1453

Ramírez-Marcial, N., González-Espinosa, M., & Williams-Linera, G. (2001). Anthropogenic disturbance and tree diversity in montane rain forests in Chiapas, Mexico. Forest Ecology and Management, 154(1–2), 311–326. https://doi.org/10.1016/S0378-1127(00)00639-3

Ramı́rez-Marcial, N., González-Espinosa, M., & Williams-Linera, G. (2001). Anthropogenic disturbance and tree diversity in montane rain forests in Chiapas, Mexico. Forest Ecology and Management, 154(1), 311–326. https://doi.org/10.1016/S0378-1127(00)00639-3

Rapp, J., & Silman, M. (2012). Diurnal, seasonal, and altitudinal trends in microclimate across a tropical montane cloud forest. Climate Research, 55(1), 17–32. https://doi.org/10.3354/cr01127

Rehm, E. M., & Feeley, K. J. (2015). The inability of tropical cloud forest species to invade grasslands above treeline during climate change: potential explanations and consequences. Ecography, 38(12), 1167–1175. https://doi.org/10.1111/ecog.01050

Rodríguez, J. P., Rodríguez-Clark, K. M., Baillie, J. E. M., Ash, N., Benson, J., Boucher, T., Brown, C., Burguess, N. D., Collen, B., Jennings, M., Keith, D., Nicholson, E., Revenga, C., Reyers, B., Rouget, M., Smith, T., Spalding, M., Taber, A., Walpole, M., Zager, I., & Zamin, T. (2011). Establishing IUCN red list criteria for threatened ecosystems: IUCN red list criteria for ecosystems. Conservation Biology, 25(1), 21–29. https://doi.org/10.1111/j.1523-1739.2010.01598.x

Rojas-Soto, O. R., Sosa, V., & Ornelas, J. F. (2012). Forecasting cloud forest in eastern and southern Mexico: conservation insights under future climate change scenarios. Biodiversity and Conservation, 21(10), 2671–2690. https://doi.org/10.1007/s10531-012-0327-x

Rzedowski, J. (1996). Análisis preliminar de la flora vascular de los bosques mesófilos de montaña de México. Acta Botánica Mexicana, (35), 25–44.

Rzedowski, J. (2006). Vegetación de México. 1ra. Edición digital, Comisión Nacional para el Conocimiento y Uso de la Biodiversidad. México. Retrieved from http://www.biodiversidad.gob.mx/publicaciones/librosDig/pdf/VegetacionMx_Cont.pdf

Somodi, I., Lepesi, N., & Botta-Dukát, Z. (2017). Prevalence dependence in model goodness measures with special emphasis on true skill statistics.

Ecology and Evolution, 7(3), 863–872. https://doi.org/10.1002/ece3.2654

Still, C. J., Foster, P. N., & Schneider, S. H. (1999). Simulating the effects of climate change on tropical montane cloud forests. Nature, 398(6728), 608.

Téllez-Valdés, O., Dávila-Aranda, P., & Lira-Saade, R. (2006). The effects of climate change on the long-term conservation of Fagus grandifolia var. mexicana, an important species of the cloud forest in eastern Mexico. Biodiversity and Conservation, 15(4), 1095–1107. https://doi.org/10.1007/s10531-004-1868-4

Toledo-Aceves, T. (2010). El bosque mesófilo de montaña en México: amenazas y oportunidades para su conservación y manejo sostenible. México, D.F.: Comisión Nacional para el Conocimiento y Uso de la Biodiversidad.

Toledo-Aceves, T., García-Franco, J. G., Williams-Linera, G., MacMillan, K., & Gallardo-Hernández, C. (2014). Significance of remnant cloud forest fragments as reservoirs of tree and epiphytic bromeliad diversity. Tropical Conservation Science, 7(2), 230–243.

Van Beusekom, A. E., González, G., & Scholl, M. A. (2017). Analyzing cloud base at local and regional scales to understand tropical montane cloud forest vulnerability to climate change. Atmospheric Chemistry and Physics, 17(11), 7245–7259. https://doi.org/10.5194/acp-17-7245-2017

Vargas-Rodriguez, Y. L., Platt, W. J., Vázquez-García, J. A., & Boquin, G. (2010). Selecting relict montane cloud forests for conservation priorities: the case of western Mexico. Natural Areas Journal, 30(2), 156–173. https://doi.org/10.3375/043.030.0204

Vega, I. L., Ayala, O. A., Morrone, J., & Organista, D. E. (2000). Track analysis and conservation priorities in the cloud forests of Hidalgo, Mexico. Diversity and Distributions, 6(3), 137–143.

Villaseñor, J. L. (2010). El bosque húmedo de montaña en México y sus plantas vasculares. México, D.F.: Comisión Nacional para el Conocimiento y Uso de la Biodiversidad y Universidad Nacional Autónoma de México. Retrieved from http://ixmati.biodiversidad.gob.mx/publicaciones/librosDig/pdf/Bosque%20humedo%20de%20montana.pdf

Warren, D. L., Glor, R. E., & Turelli, M. (2010). ENMTools: a toolbox for comparative studies of environmental niche models. Ecography. https://doi.org/10.1111/j.1600-0587.2009.06142.x

Warren, D. L., & Seifert, S. N. (2011). Ecological niche modeling in Maxent: the importance of model complexity and the performance of model selection criteria. Ecological Applications, 21(2), 335–342.

Williams-Linera, G. (2002). Tree species richness complementarity, disturbance and fragmentation in a Mexican tropical montane cloud forest. Biodiversity and Conservation, 11(10), 1825–1843.

Williams-Linera, G., Toledo-Garibaldi, M., & Hernández, C. G. (2013). How heterogeneous are the cloud forest communities in the mountains of central Veracruz, Mexico? Plant Ecology, 214(5), 685–701. https://doi.org/10.1007/s11258-013-0199-5

Zhu, K., Woodall, C. W., & Clark, J. S. (2012). Failure to migrate: lack of tree range expansion in response to climate change. Global Change Biology, 18(3), 1042–1052. https://doi.org/10.1111/j.1365-2486.2011.02571.x




DOI: http://dx.doi.org/10.22201/ib.20078706e.2019.90.2781

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Revista Mexicana de Biodiversidad, Año 3, No. 12, enero-marzo 2014, es una publicación trimestral editada por la Universidad Nacional Autónoma de México, Ciudad Universitaria, Delegación Coyoacán, C.P. 04510, Ciudad de México, a través del Instituto de Biología, Tercer Circuito Universitario s/n, Ciudad Universitaria, Col. Copilco, Del. Coyoacán, C.P. 04510, Ciudad de México, Tel. (55)56229164, http://www.revista.ib.unam.mx/index.php/bio/, falvarez@ib.unam.mx.Editor responsable: Dr. Fernando Álvarez Noguera. Reserva de Derechos al uso Exclusivo No. 04-2013-092709142100-203, ISSN: 2007-8706, ambos otorgados por el Instituto Nacional del Derecho de Autor, Responsable de la última actualización de este número, Instituto de Biología, UNAM, Dr. Fernando Álvarez Noguera, Tercer Circuito Universitario s/n, Ciudad Universitaria, Col. Copilco, Del. Coyoacán, C.P. 04510, Ciudad de México, fecha de la última modificación: 25 de agosto de 2016.

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