Abstract
Worldwide, land use change is largely promoting intense biodiversity loss in many ecosystems, and Mexico is no exception to this. The information on how such changes have affected community structure, composition, and different components of plant biodiversity in Mexican tropical montane forests is scarce. This study aimed to assess how land use changes have affected: ecological diversity, taxonomic distinctness, and functional diversity, in Mexican montane cloud forests. We measured species composition and abundance in 10 × 10 m plots placed in different land use/land cover types, with increasing disturbance levels: preserved forest, regeneration forest, transition forest, coffee plantation, and pastureland. We quantified plant ecological diversity through Hill’s true diversity values, taxonomic diversity with the taxonomic distinctness index, and functional diversity through functional richness and Rao’s functional diversity index. We found that species composition varied with land use change. Furthermore, ecological diversity, taxonomic distinctness and functional diversity were lower in the disturbed sites (coffee plantations and pastureland) than in the more conserved forests. Soil type, rockiness, elevation, and disturbance intensity were major factors influencing plant communities’ different dimensions of diversity. Analyzing different components of biodiversity was a useful approach to understand current and possible future responses of tropical montane forests to changes in land use. Our results highlight the relevance of conserving and restoring these forests. Long-term conservation actions would need stopping intensive and extensive logging, reducing forest transformation, and promoting habitat heterogeneity that hosts different levels of diversity.
Similar content being viewed by others
Data availability
The datasets generated during and/or analysed during the current study are available from the corresponding author upon reasonable request.
References
Alvarez-Alvarez EA, Almazán-Núñez RC, González-García F, Brito-Millán M, Méndez-Bahena A, García-Ibáñez S (2021) Shade coffee plantations maintain woody plant diversity and structure in a cloud forest landscape of Southern Mexico. J for Res 32:637–648. https://doi.org/10.1007/2Fs11676-020-01143-5
Alzate-Q NF, García-Franco JG, Flores-Palacios A, Kromer T, Laborde J (2019) Influence of land use types on the composition and diversity of orchids and their phorophytes in cloud forest fragments. Flora 260:1–14. https://doi.org/10.1016/j.flora.2019.151463
APG-IV (2016) https://www.gbif.org/es/dataset/fa8ab13c-52ed-4754-b838-aeff74c79718. Accessed 25 June 2022
Bregman TP, Lees AC, MacGregor HEA, Darski B, de Moura NG, Aleixo A, Barlow J, Tobias JA (2016) Using avian functional traits to assess the impact of land-cover change on ecosystem processes linked to resilience in tropical forests. Proc R Soc B 283:20161289. https://doi.org/10.1098/rspb.2016.1289
Bruijnzeel LA (2001) Hydrology of tropical montane cloud forests: a reassessment. Land Use Water Resour Res 1:1e18
Bruijnzeel LA (2004) Hydrological functions of tropical forests: not seeing the soil for the trees? Agric Ecosyst Environ 104:185–228. https://doi.org/10.1016/j.agee.2004.01.015
Brumberg H, Beirne C, Broadbent EN, Almeyda Zambrano AM, Almeyda Zambrano SL, Quispe Gil CA, Lopez Gutierrez B, Eplee R, Whitworth A (2021) Riparian buffer length is more influential than wide on river water quality: a case study in southern Costa Rica. J Environ Manage 286:112132. https://doi.org/10.1016/j.jenvman.2021.112132
Bubb P (2021) Desarrollo de una base de datos para los bosques nublados del neotrópico. In: Kappelle M, Brown AD (eds) Bosques nublados del neotropico. Instituto Nacional de Salud Pública, Santo Domingo, pp 51–62
Chao A, Chiu C-H, Jost L (2014a) Unifying species diversity, phylogenetic diversity, functional diversity, and related similarity and differentiation measures through Hill numbers. Annu Rev Ecol Evol Syst 45:297–324. https://doi.org/10.1146/annurev-ecolsys-120213-091540
Chao A, Gotelli NJ, Hsieh TC, Sander E, Ma KH, Colwell RK, Ellison AM (2014b) Rarefaction and extrapolation with Hill numbers: a framework for sampling and estimation in species diversity studies. Ecol Monogr 84:45–67. https://doi.org/10.1890/13-0133.1
Clarke KR (1993) Non-parametric multivariate analysis of changes in community structure. Aust J Ecol 18:117–143. https://doi.org/10.1111/j.1442-9993.1993.tb00438.x
Clarke KR, Warwick RM (1998) A taxonomic distinctness index and its statistical properties. J Ecol 35:523–531. https://doi.org/10.1046/j.1365-2664.1998.3540523.x
Clarke KR, Warwick RM (2001) A further biodiversity index applicable to species lists: variation in taxonomic distinctness. Marine Ecol Prog Ser 216:265–278. https://doi.org/10.3354/meps216265
Clarke KR, Gorley RN (2001) PRIMER (Plymouth routines in multivariate ecological Research) v5: user Manual ⁄ Tutorial PRIMER-E. Plymouth (U.K.): Plymouth Marine Laboratory.
Colwell RK, Coddington JA (1994) Estimating terrestrial biodiversity through extrapolation. Philos Trans R Soc Lond Series B Biol Sci 345:101–118. https://doi.org/10.1098/rstb.1994.0091
Córdova-Tapia F, Zambrano L (2015) La diversidad funcional en la ecología de comunidades. Ecosistemas 2:78–87. https://doi.org/10.7818/ECOS.2015.24-3.10
d’Amen M, Mateo RG, Pottier J, Thuiller W, Maiorano L, Pellissier L, Ndiribe C, Salamin N, Guisan A (2018) Improving spatial predictions of taxonomic, functional, and phylogenetic diversity. J Ecol 106(1):76–86
Díaz S, Cabido M (2001) Vive la différence: plant functional diversity matters to ecosystem process. Trends Ecol Evol 16:646–655. https://doi.org/10.1016/S0169-5347(01)02283-2
Escalante T (2003) ¿Cuántas especies hay? Los estimadores no paramétricos de Chao. Elementos: ciencia y cultura. Benemerita Universidad Autónoma De Puebla Núm 052:53–56
Flora del Bajío https://libros.inecol.mx/index.php/FB/index
Flora Mesoamericana. http://legacy.tropicos.org/Project/FM
Flora de Veracruz. https://libros.inecol.mx/index.php/FV/catalog/book/2021.188
Flores-Villela O, Gerez P (1988) Conservación en México: Síntesis sobre vertebrados terrestres, vegetación y uso del suelo. INIREB/ Conservation International, Mexico City
Gallardo B, Gascón S, Quintana X, Compin FA (2011) How chosen a biodiversity indicator – Redundancy and complementarity of biodiversity metrics in a freshwater ecosystem. Ecol Indic 11:1177–1184. https://doi.org/10.1016/j.ecolind.2010.12.019
García-García PL, Vázquez G, Novelo-Gutiérrez R, Favila ME (2017) Effects of land use on larval Odonata assemblages in cloud forest streams in central Veracruz, Mexico. Hydrobiologia 785:19–33. https://doi.org/10.1007/s10750-016-2900-x
Gentry A (2001) Patrones de diversidad y composición florística en los bosques de las montañas neotropicales. In: Kappelle M, Brown AD (eds) Bosques nublados del neotropico. Instituto Nacional de Salud Pública, Santo Domingo, pp 85–123
Gómez-Ortiz Y, Martín-Regalado CN, Ortega-Martínez IJ, Pérez-Hernández CX (2019) La diversidad funcional de las comunidades ecológicas. In: Moreno CE (ed) La biodiversidad en un mundo cambiante: Fundamentos teóricos y metodológicos para su estudio. Universidad Autónoma del Estado de Hidalgo/Libermex, Ciudad de México, pp 237–264
González-Espinosa M, Meave JA, Ramírez-Marcial N, Toledo-Aceves T, Lorea-Hernández FG, Ibarra-Manríquez G (2012) Los bosques de niebla de México: Conservación y restauración de su componente arbóreo. Ecosistemas 21:36–52
Hamilton LS, Juvik JO, Scatena FN (1995) Tropical montane cloud forests. Springer Verlag, New York
Hammer Ø, Harper DAT, Ryan PD (2001) PAST: Paleontological statistics software package for education and data analysis. Paleontol Electron 4(1):9
Hernández-Pérez E, García-Franco JG, Vázquez-Hurtado G, Cantellano E (2022) Cambio de uso de suelo y fragmentación del paisaje en el centro de Veracruz, México (1989–2015). Madera y Bosques 28:e2812294. https://doi.org/10.21829/myb.2022.2812294
Hietz P (2005) Conservation of Vascular epiphyte diversity in Mexican coffee plantations. Conserv Biol 19:391–399
Holwerda F, Bruijnzeel LA, Munoz-Villers LE, Equihua M, Asbjornsen H (2010) Rainfall and cloud water interception in mature and secondary lower montane cloud forest of central Veracruz, Mexico. J Hydrol 384:84–96. https://doi.org/10.1016/j.jhydrol.2010.01.012
Hsieh TC, Ma KH, Chao A (2016) INEXT: An R package for rarefaction and extrapolation of species diversity (Hill Numbers). Methods Ecol Evol 7:1451–1456. https://doi.org/10.1111/2041-210X.12613
INECC-FGM (2018) Plan de Acción para el Manejo Integral de Cuencas Hídricas: Cuenca del río La Antigua. Proyecto: Conservación de Cuencas Costeras en el Contexto del Cambio Climático. 156 p
Jost L (2006) Entropy and diversity. Oikos 113:363–375. https://doi.org/10.1111/j.2006.0030-1299.14714.x
Knapp S, Winter M, Klotz S (2017) Increasing species richness but decreasing phylogenetic richness and divergence over 320 years of urbanization. J Appl Ecol 54:1152–1160. https://doi.org/10.1111/1365-2664.12826
Laliberté E, Legendre P, Shipley B (2014) Package FD. Measuring functional diversity (F.D.) from multiple traits and other tools for functional ecology. R Package https://cran.r-project.org/web/packages/FD/FD.pdf
Laliberté E, Legendre P (2010) A distance-based framework for measuring functional diversity from multiple traits. Ecology 91:299–305. https://doi.org/10.1890/08-2244.1
López BE, Urban D, White PS (2018) Testing the effects of four urbanization filters on forest plant taxonomic, functional, and phylogenetic diversity. Ecol Appl 28:2197–2205. https://doi.org/10.1002/eap.1812
López-Gómez AM, Williams-Linera G, Manson R (2008) Tree species diversity and vegetation structure in shade coffee farms in Veracruz, Mexico. Agric Ecosyst Environ 124:160–172. https://doi.org/10.1016/j.agee.2007.09.008
Manson R, Hernández-Ortiz V, Gallina S, Melthreter K (eds) (2008). Agroecosistemas cafetaleros de Veracruz: biodiversidad, manejo y conservación. Institutoi de Ecología, A.C. (INECOL), Instituto Nacionale de Ecolofía (INE-SEMARNAT), Mexico DF
Martínez ML, Pérez-Maqueo O, Vázquez G, Castillo-Campos G, García-Franco JG, Mehltreter K, Equihua ME, Landgrave R (2009) Effects of land use change on biodiversity and ecosystem services in tropical montane cloud forests of Mexico. For Ecol Manag 258:1856–1863. https://doi.org/10.1016/j.foreco.2009.02.023
McCune B, Grace JB (2002) Analysis of Ecological Communities. MjM Software Design, Gleneden Beach, Oregon
McDonnell MJ, Hahs AK (2008) The use of gradient analysis studies in advancing our understanding of the ecology of urbanizing landscapes: current status and future directions. Landsc Ecol 23:1143–1155. https://doi.org/10.1007/s10980-008-9253-4
McKinney ML (2008) Effects of urbanization on species richness: a review of plants and animals. Urban Ecosyst 11:161–176. https://doi.org/10.1007/s11252-007-0045-4
Mickel JT, Smith AR (2004) The pteridophytes of México. Mem New York Bot Gard 88:1–1054
Moreno CE (2001), Métodos para medir la biodiversidad. M&M-Manuales y Tesis SEA, Vol 1. Zaragoza, Spain
Mouchet MA, S, Mason NWH, Mouillot D, (2010) Functional diversity measures: an overview of their redundance and their ability to discriminate community assembly rules. Funct Ecol 24:867–876. https://doi.org/10.1111/j.1365-2435.2010.01695.x
Muñoz-Villers LE, López-Blanco J (2007) Land use/cover changes using Landsat TM/ETM images in a tropical and biodiverse mountainous area of central-eastern Mexico. Int J Remote Sens 29:71–93. https://doi.org/10.1080/01431160701280967
Nock CA, Paquette A, Follett M, Nowak DJ, Messier C (2013) Effects of urbanization on tree species functional diversity in eastern North America. Ecosystems 16:1487–1497. https://doi.org/10.1007/s10021-013-9697-5
Palacio FX, Ibañez LM, Maragliano RE, Montalti D (2018) Urbanization as a driver of taxonomic, functional, and phylogenetic diversity losses in bird communities. Can J Zool 96:1114–1121. https://doi.org/10.1139/cjz-2018-0008
Pérez Hernández CX (2019) Distintividad taxonómica: Evaluación de la diversidad en la estructura taxonómica en los ensambles. In: Moreno CE (ed) La biodiversidad en un mundo cambiante: Fundamentos teóricos y metodológicos para su estudio. Universidad Autónoma del Estado de Hidalgo/Libermex, Ciudad de México, pp 285–306
R Core Team (2012) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3–900051–07–0, URL: http://www.R-project.org/.
Ramírez-Marcial N, González-Espinosa M, Williams-Linera, (2011) Anthropogenic disturbance and tree diversity in Montane Rain Forests in Chiapas. Mexico Forest Ecol Manag 154:311–326. https://doi.org/10.1016/S0378-1127(00)00639-3
Rao CR (1982) Diversity and dissimilarity coefficients – a unified approach. Theor Popul Biol 21:24–43. https://doi.org/10.1016/0040-5809(82)90004-1
Ruiz-Jiménez CA, Oswaldo Téllez-Valdés O, Luna-Vega I (2012) Clasificación de los bosques mesófilos de montaña de México: afinidades de la flora. Rev Mex Biodivers 83:1110–1144. https://doi.org/10.7550/rmb.29383
Rurangwa ML, Aguirre-Gutiérrez J, Matthews TJ, Niyigaba P, Wayman JP, Tobias JA, Whittaker RJ (2021) Effects of land-use change on avian taxonomic, functional and phylogenetic diversity in a tropical montane rainforest. Divers Distrib 27:1732–1746. https://doi.org/10.1111/ddi.13364
Rzedowski J (1996) Análisis preliminar de la flora vascular de los bosques mesófilos de montaña de México. Acta Bot Mex 35:25–44. https://doi.org/10.21829/abm35.1996.955
Rzedowski J (2006) Vegetación de México. 1st digital edition. CONABIO, Mexico DF
Scatena FN, Bruijnzeel LA (2010) Global and local variations in tropical montane cloud forest soils. In: Bruijnzeel LA, Scatena FN, Hamilton LS (eds) Tropical montane cloud forests science for conservation and management. Cambridge University Press, UK, pp 200–226
Toledo-Aceves T, Meave JA, González-Espinosa M, Ramírez-Marcial N (2011) Tropical montane cloud forests: current threats and opportunities for their conservation and sustainable management in Mexico. J Environ Manage 92:974–981. https://doi.org/10.1016/j.jenvman.2010.11.007
Tropicos.org. (2022) Missouri Botanical Garden. 09 April 2022 https://tropicos.org
Turunen J, Elbrecht V, Steinke D, Aroviita J (2020) Riparian forests can mitigate warming and ecological degradation of agricultural headwater streams. Freshw Biol 66:785–798. https://doi.org/10.1111/fwb.13678
Villéger S, Miranda JR, Hernández DF, Mouillot D (2010) Contrasting changes in taxonomic vs. functional diversity of tropical fish communities after habitat degradation. Ecol Appl 20:1512–1522. https://doi.org/10.1890/09-1310.1
Warwick RM, Clarke KR (1995) New ‘biodiversity’ measures reveal a decrease in taxonomic distinctness with increasing stress. Mar Ecol Prog Ser 129:301–305. https://doi.org/10.3354/meps129301
Williams-Linera G, Lorea F (2009) Tree species diversity is driven by environmental and anthropogenic factors in tropical dry forest fragments of central Veracruz, Mexico. Biodivers Conserv 18:3269–3293. https://doi.org/10.1007/s10531-009-9641-3
Williams-Linera G, Toledo-Garibaldi M, Gallardo Hernández C (2013) How heterogeneous are the cloud forest communities in the mountains of central Veracruz, Mexico? Plant Ecol 214:685–701. https://doi.org/10.1007/s11258-013-0199-5
Williams-Linera G (2007) El bosque de niebla del centro de Veracruz: ecología historia y destino en tiempos de fragmentación y cambio climático. CONABIO-Instituto de Ecología A. C, Xalapa, Veracruz, México
Acknowledgements
We thank C. Maximiliano-Cordova for preparing the map of the study sites and Linda Trejo Morales for her assistance in preparing the data matrices for statistical analyses. We are also very grateful to the editors and reviewers whose comments on earlier versions of the text largely improved the article.
Funding
This work was supported by Consejo Nacional de Ciencia y Tecnología (Proyect No. 285962) and Instituto de Ecología, A.C.
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Gonzalo Castillo Campos, M. Luisa Martínez and Gabriela Vazquez contributed to the study conception and design. Material preparation, data collection and initial analysis were performed by Gonzalo Castillo Campos and Mirna R. Zamudio Pérez. Conceptualization: Gonzalo Castillo Campos; Methodology: Gonzalo Castillo Campos; Formal analysis and investigation: M. Luisa Martínez, Gonzalo Castillo Campos, Gabriela Vazquez, José G. García Franco and Octavio Pérez-Maqueo; Writing—original draft preparation: Mirna R. Zamudio Pérez and Gonzalo Castillo Campos; Writing—review and editing: M. Luisa Martínez, Gonzalo Castillo Campos, Gabriela Vazquez, José G. García Franco and Octavio Pérez-Maqueo; Funding acquisition: Gabriela Vázquez; Resources:CONACYT. The first draft of the manuscript was written by M. Luisa Martínez, Gonzalo Castillo Campos, Gabriela Vazquez, José G. García Franco and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.”
Corresponding author
Ethics declarations
Competing interest
The authors have no relevant financial or non-financial interests to disclose.
Additional information
Communicated by Antony Brown.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix
Appendix
See Table 3.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Castillo-Campos, G., García-Franco, J.G., Martínez, M.L. et al. Assessing the impact of land use change on different components of plant diversity in a tropical montane cloud forest of Mexico. Biodivers Conserv 33, 1523–1559 (2024). https://doi.org/10.1007/s10531-024-02814-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10531-024-02814-z