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)
14 Revista de Biología Tropical, ISSN: 2215-2075 Vol. 72: e57968, enero-diciembre 2024 (Publicado Jul. 16, 2024)
education and data analysis. Palaeontologia Electro-
nica, 4(1), 1–9.
Henao, E. (2006). Aproximación a la distribución de mari-
posas del departamento de Antioquia (Papilionidae,
Pieridae y Nymphalidae: Lepidoptera) con base en
zonas de vida. Boletín Científico Centro de Museos,
Museo de Historia Natural, 10, 279–312.
Hill, J. K., Hamer, K. C., Lace, L. A., & Banham, W. M. T.
(1995). Effects of selective logging on tropical forest
butterflies on Buru, Indonesia. Journal of Applied
Ecology, 32(4), 754–760.
Hill, M. O. (1973). Diversity and evenness: a unifying nota-
tion and its consequences. Ecology, 54(2), 427–432.
https://doi.org/10.2307/1934352
Idárraga, A., Ortiz, R. C., Callejas, R., & Merello, M. (Eds.).
(2011). Flora de Antioquia: Catalogo de las plantas
vasculares. Listado de las plantas vasculares del Depar-
tamento de Antoquia (Vol. 2). Series Biodiversidad
y Recursos Naturales, Universidad de Antioquia,
Missouri Botanical Garden y Oficina de planeación
departamental de la gobernación de Antioquia.
James, F. C., & Shugart, H. (1970). A quantitative method
of habitat description. Audubon Field Notes, 24(6),
727–736.
Jost, L. (2006). Entropy and diversity. Oikos, 113(2), 363–375.
https://doi.org/10.1111/j.2006.0030-1299.14714.x
Kessler, M., & Kluge, J. (2008). Diversity and endemism in
tropical montane forests - from patterns to processes.
Biodiversity and Ecology Series, 2, 35–50.
Lamas, G. (2003). Las mariposas de Machu Picchu: guía ilus-
trada de las mariposas del Santuario Histórico Machu
Picchu, Cuzco, Perú. Fondo Nacional para Areas Natu-
rales Protegidas por el Estado.
Lamas, G. (2004). Checklist: Part 4A. Hesperioidea-Papi-
lionoidea. In J. Heppner (Ed.), Atlas of Neotropical
Lepidoptera (Vol. 5, p. 420). Association for Tropical
Lepidoptera.
Lassau, S. A., & Hochuli, D. F. (2004). Effects of habitat com-
plexity on ant assemblages. Ecography, 27(2), 157–164.
https://doi.org/10.1111/j.0906-7590.2004.03675.x
Lassau, S. A., Hochuli, D. F., Cassis, G., & Reid, C. A. M.
(2005). Effects of habitat complexity on forest beetle
diversity: do functional groups respond consistently?
Diversity and Distributions, 11(1), 73–82. https://doi.
org/10.1111/j.1366-9516.2005.00124.x
Le Crom, J. F. (2004). Mariposas de Colombia. Tomo II.
Familia Pieridae. Carlec Ltda.
Malumbres-Olarte, J., Vink, C. J., Ross, J. G., Cruick-
shank, R. H., & Paterson, A. M. (2013). The role
of habitat complexity on spider communities in
native alpine grasslands of New Zealand. Insect
Conservation and Diversity, 6(2), 124–134. https://
doi.org/10.1111/j.1752-4598.2012.00195.x
Marín, M., Álvarez, C., Giraldo, C., Pyrcz, T., Uribe, S., &
Vila, R. (2014). Mariposas en un bosque de niebla
andino periurbano en el valle de Aburrá, Colombia.
Revista Mexicana de Biodiversidad, 85(1), 200–208.
https://doi.org/10.7550/rmb.36605
McGill, B. J., Etienne, R. S., Gray, J. S., Alonso, D., Ander-
son, M. J., Benecha, H. K., Dornelas, M., Enquist, B.
J., Green, J. K., He, F., Hurlbert, A. H., Magurran, A.
E., Marquet, P. A., Maurer, B. A., Ostling, A., Soykan,
C. D., Ugland K. I., & White, E. P. (2007). Species
abundance distributions: moving beyond single pre-
diction theories to integration within an ecological
framework. Ecology Letters, 10(10), 995–1015.
Mena, J. L., & Medellín, R. A. (2017). Habitat complexity
and small mammal diversity along an elevational gra-
dient in Southern Mexico. Mastozoología Neotropical,
24(1), 121–134.
Morales-Rivas, M., Otero-García, J., Van der Hammen, T.,
Torres-Perdigón, A., Cadena-Vargas, C. E., Pedraza-
Peñaloza, C. A., Rodríguez-Eraso, N., Franco-Agui-
lera, C. A., Betancourth-Suárez, J. C., Olaya-Ospina,
E., Posada-Gilede, E., & Cárdenas-Valencia, L. (2007).
Atlas de páramos de Colombia. Instituto de Inves-
tigación de Recursos Biológicos Alexander von
Humboldt.
Moreno, C. E., Barragán, F., Pineda, E., & Pavón, N. P.
(2011). Reanálisis de la diversidad alfa: alternati-
vas para interpretar y comparar información sobre
comunidades ecológicas. Revista Mexicana de Biodi-
versidad, 82(4), 1249–1261. https://doi.org/10.22201/
ib.20078706e.2011.4.745
Murillo-Hiller, L. R. (2007). Un método para la identifica-
ción de tres especies crípticas de Protesilaus, (Lepi-
doptera: Papilionidae) del sur de Brasil, basado en su
morfología genital. Revista de Biología Tropical, 55(2),
665–671. https://doi.org/10.15517/rbt.v55i2.6042
Pérez, C. (2004). Técnicas de Análisis Multivariante de
Datos: Aplicaciones con SPSS. Pearson Educación.
Pulido, H., Parrales, A. D., Gil, P. A., & Torres, L. M. (2010).
Catalogo Ilustrado de las Mariposas de la Reserva de
la Sociedad civil Rogitama Biodiversidad, Arcabuco-
Boyacá, Colombia. Corpoboyacá.
Pyrcz, T. W., Wojtusiak, J., & Garlacz, R. (2009). Diversity
and distribution patterns of Pronophilina butter-
flies (Lepidoptera: Nymphalidae: Satyrinae) along
an altitudinal transect in north-western Ecuador.
Neotropical Entomology, 38(6), 716–726. https://doi.
org/10.1590/S1519-566X2009000600003
Rija, A. A. (2022). Local habitat characteristics determine
butterfly diversity and community structure in a
threatened Kihansi gorge forest, Southern Udzungwa