POTENTIAL DISTRIBUTION OF TWO INSECTS WITH GASTRONOMIC VALUE IN MEXICO

Axel Aldahir Hernández-Atilano, Jose Lopez-Collado, Diego Esteban Platas-Rosado, Pablo Andrés-Meza

Abstract


Background. Insects constitute the largest group on the planet, with around a million cataloged species. Some species have nutritional value for human beings, being used in various dishes of Mexican cuisine. Estimate the potential distribution of edible insects is required to enhance conservation and harvest practices. Objective. To identify the potential areas of occurrence of two insects of gastronomic value: escamoles (Liometopum apiculatum Mayr) and chapulines (Sphenarium purpurascens Charpentier). Methodology. Databases were compiled with the geographical coordinates of the two species and 19 bioclimatic variables were downloaded from Worldclim. Subsequently, the potential geographic distribution was estimated by using a novel technique based on dimensionality reduction analysis. Several indices were calculated to evaluate the model performance. Results. The results indicated that the distribution of escamoles in Mexico shows a significant concentration in the central area of the country, as well as in some northern and southern states. The potential distribution of chapulines is restricted to central and southern Mexico. Implications. The results reveal that distribution of the species covers most of the regions where they are consumed as food, and other areas that may help in conservation and extraction. Chapulines are more at risk than escamoles due to their reduced habitat. Conclusion. The potential distributions differ between species, L. apiculatum has a wide distribution in the northern and center of the country, reaching 20% of the total coverage of Mexico; while S. purpurascens has a more limited distribution, of only 6%.

Keywords


UMAP; Ecological niche; entomophagy; habitat; edible insects; gastronomy.

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References


Alatorre-Bracamontes, C.E. and Vásquez-Bolaños, M., 2010. Lista comentada de las hormigas (Hymenoptera: Formicidae) del norte de México. Dugesiana, 17(1), pp. 9-36. https://doi.org/10.32870/dugesiana.v17i1.3939

Allouche, O., Tsoar, A. and Kadmon, R., 2006. Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS). Journal of Applied Acology, 43(6), pp. 1223-1232. https://doi.org/10.1111/j.1365-2664.2006.01214.x

Barbosa, A. M., Real, R., Muñoz, A. R. and Brown, J.A., 2013. New measures for assessing model equilibrium and prediction mismatch in species distribution models. Diversity and Distributions, 19(10), pp. 1333–1338. https://doi.org/10.1111/ddi.12100

Barrios-Morales, M.L.B., García, X.P.P., Salazar, R. and Astudillo, Y.I.M., 2022. Análisis físico y químico proximal, de tres especies de insectos comestibles en Guerrero, México. Acta Agrícola y Pecuaria, 8(1), pp. 1-8. https://doi.org/10.30973/aap/2022.8.0081019

Bourg, N.A., McShea, W.J. and Gill, D.E., 2005. Putting the CART before the search: successful habitat prediction for a rare forest herb. Ecology, 86, pp. 2793-2804. https://doi.org/10.1890/04-1666

Castellanos-Vargas, I. and Cano-Santana, Z., 2009. Historia natural y ecología de Sphenarium purpurascens (Orthoptera: Pyrgomorphidae). In: A. Lot y Z. Cano-Santana, eds. Biodiversidad del Ecosistema del Pedregal de San Ángel. Mexico: Universidad Nacional Autónoma de México, pp. 337-346. http://www.repsa.unam.mx/documentos/Castellanos-Vargas_y_Cano-Santana_2009_Chapulines.pdf

Cohen, J., 1960. A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20, pp. 37-46. https://doi.org/10.1177/001316446002000104

Coronado, B.I.R., Sánchez, E.A.G., Castañeda, C.A.F., Rodriguez, A.N.G., De la Cruz, J.L.V. and Arzaba, J.C.H., 2024. Harina de chapulines (Sphenarium purpurascens) una alternativa de suministro de proteína animal. Agro-Divulgación, 4(2), pp. 53-55. https://doi.org/10.54767/ad.v4i2.184

Del Toro, I., Pacheco, J.A. and Mackay, W.P., 2009. Revision of the ant genus Liometopum (Hymenoptera: Formicidae). Sociobiology, 53, pp. 296-369.

Dinwiddie, M.L., Jones, R. W., Roitman-Genoud, P., Tarango-Arámbula, L.A. and Malda-Barrera, G.X., 2013. Estudio etnoentomologico de la hormiga escamolera (Liometopum apiculatum) en dos localidades del Estado de Queretaro. Agroproductividad, 6(5), pp. 27-35. https://www.revista-agroproductividad.org/index.php/agroproductividad/article/view/479/359

Elith, J., Phillips, S.J., Hastie, T., Dudík, M., Chee, Y.E. and Yates, C.J., 2011. A statistical explanation of MaxEnt for ecologists. Diversity and Distributions, 17(1), pp. 43-57. https://doi.org/10.1111/j.1472-4642.2010.00725.x

Fick, S.E. and Hijmans, R.J., 2017. WorldClim 2: new 1km spatial resolution climate surfaces for global land areas. International Journal of Climatology, 37(12), pp. 4302-4315. https://doi.org/10.1002/joc.5086

García-Sandoval, V., Tarango-Arámbula, L.A., Escobar-Flores, J.G., Cadena-Iñiguez, J., Martínez-Montoya, J.F., Ugalde-Lezama, S. and Cruz-Labana, J.D., 2022. Indicadores de anidación de la hormiga escamolera (Liometopum apiculatum Mayr) para su manejo y conservación. Agro-Divulgación, 2(4), pp.13-16. https://agrodivulgacion-colpos.org/index.php/1agrodivulgacion1/article/view/85

GBIF.org, 2024a. GBIF Occurrence. [online] Available at: https://doi.org/10.15468/dl.9h2qkv [Accessed 21 February 2024].

GBIF.org, 2024b. GBIF Occurrence. [online] Available at: https://doi.org/10.15468/dl.4f98b2 [Accessed 21 February 2024].

Gómez, S.R., 2006. Plan de manejo propuesto para la cría de mariposas promisorias como alternativa productiva para comunidades indígenas de la Amazonia colombiana. Boletín SEA, 38, pp. 451-460. http://sea-entomologia.org/PDF/GeneraInsectorum/GE-0057.pdf

Hernández, P.A., Franke, I., Herzog, S.K., Pacheco, V., Paniagua, L., Quintana, H.L. and Young, B.E., 2008. Predicting species distributions in poorly studied landscapes. Biodiversity Conservation, 17, pp. 1353-1366. https://doi.org/10.1007/s10531-007-9314-z

Hernández-Ramírez, J.C., Avendaño-Rodríguez, G. B., Enríquez-Almaraz, T. and Jarquín-Olivera, C.M., 2020. Acceso económico al insecto comestible Sphenarium purpurascens en la Sierra Sur de Oaxaca, México. Revista Española Nutrición Comunitaria, 26(1), pp. 44-49. https://doi.org/10.14642/RENC.2020.26.1.5313

Hernández-Roldan, E., Tarango-Arámbula, L. A., Ugalde-Lezama, S., Hernández-Juárez, A., Cortez-Romero, C., Cruz-Miranda, Y. and Morales-Flores, F.J., 2017. Hábitat y densidad de nidos de la hormiga escamolera (Liometopum apiculatum Mayr) en una UMA de Zacatecas, México. Agro Productividad, 10(5), pp. 10-17. https://www.revista-agroproductividad.org/index.php/agroproductividad/article/view/1012

Hipolito-Cruz, G., Reyes-López, J., Cadena-Iñiguez, J. and Morales-Flores, F.J., 2020. Genetic variability of Liometopum apiculatum Mayr (Hymenoptera: Formicidae) as a conservation measure in Mexico. Acta Zoológica Mexicana, 13(6), pp. 71-76. https://doi.org/10.32854/agrop.vi.1724

Jiménez, M.B., Cepeda, R.D.V., Gallegos, S.D.J.M., Íñiguez, J.C., Orozco, A. E. and Arámbula, L. A.T., 2021. Determinación del estado de conservación de la hormiga “escamolera” (Liometopum apiculatum Mayr) en México por el método de evaluación de riesgo–MER. Agrociencia, 55(6), pp. 539-555. https://doi.org/10.47163/agrociencia.v55i6.2558

Kraskov, A., Stögbauer, H. and Grassberger, P., 2004. Estimating mutual information. Physical Review E, 69(6), pp. 1–16. https://doi.org/10.1103/PhysRevE.69.066138

Lara-Juárez, P., Aguirre Rivera, J.R., Castillo Lara, P. and Reyes Agüero, J.A., 2015. Biología y aprovechamiento de la hormiga de escamoles, Liometopum apiculatum Mayr (Hymenoptera: Formicidae). Acta Zoológica Mexicana, 31(2), pp. 251-264. http://www.redalyc.org/articulo.oa?id=57540669012

Leyva-Trinidad, D.A., Pérez-Vázquez, A., Bezerra da Costa, I. and Formighieri Giordani, R.C., 2020. El papel de la milpa en la seguridad alimentaria y nutricional en hogares de Ocotal Texizapan, Veracruz, México. Polibotánica, 50, pp. 279-299. https://doi.org/10.18387/polibotanica.50.16

Liu, C., White, M. and Newell, G., 2013. Selecting thresholds for the prediction of species occurrence with presence-only data. Journal of Biogeography, 40, pp. 778-789. https://doi.org/10.1111/jbi.12058

Lopez-Collado, J., Jacinto-Padilla, J., Rodríguez-Aguilar, O. and Hidalgo-Contreras, J.V., 2024. Bioclimatic similarity between species locations and their environment revealed by dimensionality reduction analysis. Ecological Informatics, pp. 102444. https://doi.org/10.1016/j.ecoinf.2023.102444

Makkar, H.P., Tran, G., Heuzé, V. and Ankers, P., 2014. State-of-the-art on use of insects as animal feed. Animal Feed Science and Technology, 197, pp. 1-33. https://doi.org/10.1016/j.anifeedsci.2014.07.008

McInnes, L., Healy, J. and Melville, J., 2018. UMAP: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426. https://doi.org/10.48550/arXiv.1802.03426

Palacios-Vargas, J.G. and Navarrete-Heredia, J.L., 2003. Entomofilatelia, un aspecto de la Entomología cultural. In: J. Llorente Bousquets and J.J. Morrone, eds. Biodiversidad, Taxonomía y Biogeografía de Artrópodos de México: Hacia una síntesis de su conocimiento. Vol. III, Mexico, Universidad Nacional Autónoma de México. pp. 107-115.

Phillips, S.J., Anderson, R.O. and Schapire, R.E., 2006. Maximum Entropy modeling for species geographic distribution. Ecological Modeling, 190, pp. 231-259. https://doi.org/10.1016/j.ecolmodel.2005.03.026

Phillips, S. J. and Dudík, M., 2008. Modeling of species distributions with Maxent: New extensions and a comprehensive evaluation. Ecography, 31(2), pp. 161–175. https://doi.org/10.1111/j.0906-7590.2008.5203.x

QGIS.org, 2024. QGIS Geographic Information System. QGIS Association. http://www.qgis.org

R Core Team, 2024. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/

Ramos-Elorduy, J. and Pino, M.J.M., 2001. Contenido de vitaminas de algunos insectos comestibles de México. Journal of the Mexican Chemical Society, 45, pp. 66-76. https://www.scielo.org.mx/scielo.php?pid=S0583-76932001000200006&script=sci_arttext

Ramos-Elorduy, J. and Moreno, J.M.P., 2023. Insectos comestibles de Hidalgo, México. Anales del Instituto de Biología, UNAM, Serie Zoología, 72(1), pp.43-84. https://anales.ib.unam.mx/index.php/SerZool/article/view/2629

Ramos-Elorduy, J., 2006. Diagnóstico sociobioeconómico de los chapulines de Oaxaca, Sphenarium purpurascens Charpentier, 1842 (Orthoptera: Pyrgomorphidae), en México. Sitientibus Serie Ciencias Biológicas, 6(Especial), pp. 80-92. https://doi.org/10.13102/scb8153

Ramos-Elorduy, J., Pino, J.M. and Conconi, M., 2006. Ausencia de una reglamentación y normalización de la explotación y comercialización de insectos comestibles en México. Folia Entomológica Mexicana, 45(3), pp. 291-318. https://www.redalyc.org/articulo.oa?id=42445304

Rodríguez-Aguilar, O., López-Collado, J., Soto-Estrada, A., de la Cruz Vargas-Mendoza, M. and de Jesús García-Avila, C., 2023. Future spatial distribution of Diaphorina citri in Mexico under climate change models. Ecological Complexity, 53, pp.101041. https://doi.org/10.1016/j.ecocom.2023.101041

Rosvall, M., Axelsson, D. and Bergstrom, C.T., 2009. The map equation. The European Physical Journal Special Topics, 178(1), pp. 13-23. https://doi.org/10.1140/epjst/e2010-01179-1

Schnack, J.A., 2005. Entomología: biodiversidad, teorías poblacionales y biología del altruismo. Revista de la Sociedad Entomológica Argentina, 64(1-2), pp. 1-8. https://www.scielo.org.ar/scielo.php?pid=S0373-56802005000100001&script=sci_arttext

Tovar, N.Á., Estrada, M., García, M.D.P.S., Serrano, F.V.V. and Sánchez, J.E.O., 2021. Recolección y temporalidad de Liometopum apiculatum m.(escamoles) en el municipio de Nantzha, Hidalgo México. Punto de Vista, 12(19), pp. 72-87. https://dialnet.unirioja.es/servlet/articulo?codigo=9020155

Valavi, R., Guillera-Arroita, G., Lahoz-Monfort, J. and Elith, J., 2022. Predictive performance of presence-only species distribution models: a benchmark study with reproducible code. Ecological Monographs, 92(1), pp. 1-27. https://doi.org/10.1002/ecm.1486.

Vázquez Jorge, M.D.L.Á., Aragón García, A., Bibbins Martínez, M.D., Castillo Hernández, D., Nava Galicia, S.B. and Pérez Torres, B.C., 2016. Control de Sphenarium purpurascens con Beauveria bassiana y extractos vegetales en amaranto (Amaranthus hypocondriacus L.). Revista Mexicana de Ciencias Agrícolas, 7(2), pp. 235-247. https://www.scielo.org.mx/scielo.php?pid=S2007-09342016000200235&script=sci_arttext

Velasco Corona, C., Corona-Vargas, M.D.C. and Peña-Martínez, R., 2007. Liometopum apiculatum (Formicidae: Dolichoderinae) y su relación trofobiótica con hemíptera Sternorrhyncha en Tlaxco, Tlaxcala, México. Acta Zoológica Mexicana, 23(2), pp. 31-42. https://www.scielo.org.mx/scielo.php?pid=S0065-17372007000200003&script=sci_abstract&tlng=pt

Viesca González, F.C. and Romero Contreras, A.T., 2009. La entomofagia en México. Algunos aspectos culturales. El Periplo Sustentable, (16), pp. 57–83. https://dialnet.unirioja.es/servlet/articulo?codigo=5026272

Wilson, K.A., Westphal, M.I., Possingham, H.P. and Elith, J., 2005. Sensitivity of conservation planning to different approaches to using predicted species distributions on the east slope of the Andes in Peru and Bolivia. Biological Conservation, 122, pp. 99-112. https://doi.org/10.1016/j.biocon.2004.07.004




URN: http://www.revista.ccba.uady.mx/urn:ISSN:1870-0462-tsaes.v28i2.62782

DOI: http://dx.doi.org/10.56369/tsaes.6278



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