Species Distribution Modelling on Long-tailed Macaque (Macaca fascicularis) in Padang, West Sumatra
DOI:
https://doi.org/10.25077/jbioua.13.01.14-21.2025Keywords:
Ecology, AnimalAbstract
Human activity is a major factor in the decline of primate biodiversity, including long-tailed macaques, which thrive in varied habitats, even near human settlements. This overlap can lead to conflicts for both humans and macaques. The objective of this study is to determine the distribution of long-tailed macaques through direct observation and potential distribution based on habitat suitability modelling using MaxEnt. Six environmental variables were selected based on the ecological traits of long-tailed macaques, including forest cover, population density, distance to roads, distance to forests, distance to conservation areas, and land use type. Moreover, 32 coordinate points were identified in Padang for locating long-tailed macaque and modelled using MaxEnt. The results indicate that long-tailed macaques are primarily distributed in areas with forest cover but are close to anthropogenic activities. The modelling reveals that the habitat suitability for this species in Padang tends to be low to moderate. The environmental variables that exert the most significant influence on their distribution are distance to roads and forest cover (53.3% and 20.1% respectively). Consequently, areas with a higher potential of habitat suitability required particular attention to manage conflicts and populations to avoid potential negative impacts that could arise.
References
Antomi, Y. 2016. Model Prediksi Perubahan Penggunaan Lahan di Kota Padang. Jurnal Geografi, 69–84.
de Almeida-Rocha, J. M., Peres, C. A., Monsalvo, J. A. B., & Oliveira, L. D. C. 2020. Habitat determinants of golden-headed lion tamarin (Leontopithecus chrysomelas) occupancy of cacao agroforests: Gloomy conservation prospects for management intensification. American Journal of Primatology, 82(9), 1–15. https://doi.org/10.1002/ajp.23179
Fauzi, R., Wuryanto, T., Endarto, Suarmadi, F., and Tomonob, A. 2020. Distribution of long-tailed macaque (Macaca fascicularis) in Kelimutu National Park. IOP Conf. Ser.: Earth Environ. Sci. 591 012041
Fitria, W., Nur Bambang, A., & Wasiq Hidayat, J. 2020. Human and long-Tailed macaque conflict in Central Java, Indonesia. E3S Web of Conferences, 202, 1–11. https://doi.org/10.1051/e3sconf/202020206011
Francés VB, Spaan D, Amici F, Maulany RI, Putu Oka N, Majolo B. 2022. Effect of anthropogenic activities on the population of moor macaques (Macaca maura) in South Sulawesi, Indonesia. International Journal of Primatology. 43(2):339–359. doi:10.1007/s10764-022-00279-x.
Gumert MD, Fuentes A, Jones-Engel L. 2011. Monkeys in the edge: Ecology and management of long-tailed macaques and their interface with humans. Cambridge University Press, Cambridge.
Hambali, K., Ismail, A., Zain, B. M. M., Zulkfili, S. Z., Amir, A. 2014. Ranging behavior of long-tailed macaques (Macaca fascicularis) at the entrance of Kuala Selangor Nature Park. Malays. Appl. Biol., 43 (2). pp. 129-142. ISSN 0126-8643
Hansen, M. F., Nawangsari, V. A., van Beest, F. M., Schmidt, N. M., Fuentes, A., Traeholt, C., Stelvig, M., Dabelsteen, T. 2019. Estimating densities and spatial distribution of a commensal primate species, the long-tailed macaque (Macaca fascicularis). Conservation Science and Practice; 1:e88. https://doi.org/10.1111/csp2.88
Hetman, M., Kubicka, A. M., Sparks, T. H., & Tryjanowski, P. 2019. Road kills of non-human primates: a global view using a different type of data. Mammal Review, 49(3), 276–283. https://doi.org/10.1111/mam.12158
Ilham, K., Rizaldi, Nurdin, J., & Tsuji, Y. 2017. Status of urban populations of the long-tailed macaque (Macaca fascicularis) in West Sumatra, Indonesia. Primates, 58(2), 295–305. https://doi.org/10.1007/s10329-016-0588-1
Kowalewski, M. M., Salzer, J. S., Deutsch, J. C., Raño, M., Kuhlenschmidt, M. S., & Gillespie, T. R. 2011. Black and gold howler monkeys (Alouatta caraya) as sentinels of ecosystem health: Patterns of zoonotic protozoa infection relative to degree of human-primate contact. American Journal of Primatology, 73(1), 75–83. https://doi.org/10.1002/ajp.20803
Lempang, M. E. P., Dewayanti, F. K., Syahrani, L., Permana, D. H., Malaka, R., Asih, P. B. S., & Syafruddin, D. 2022. Primate malaria: An emerging challenge of zoonotic malaria in Indonesia. One Health, 14(April), 100389
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
Mardiah, A. 2016. Agresi Provokasi dan Non-Provokasi Pada Monyet Ekor Panjang (Macaca fascicularis Raffles 1821) Terhadap Pengunjung di Kawasan Gunung Meru. [diploma thesis]. Andalas University.
Permana, D.H., Hasmiwati, Suryandari, D.A. et al. The potential for zoonotic malaria transmission in five areas of Indonesia inhabited by non-human primates. Parasites Vectors 16, 267 (2023). https://doi.org/10.1186/s13071-023-05880-4
Riley, E.P., Shaffer, C.A., Trinidad, J.S., Morrow, K. S., Sagnotti, C., Carosi, M., Ngakan, P. O. 2021. Roadside monkeys: anthropogenic effects on moor macaque (Macaca maura) ranging behavior in Bantimurung Bulusaraung National Park, Sulawesi, Indonesia. Primates 62, 477–489. https://doi.org/10.1007/s10329-021-00899-6
Sarania, B., Devi, A., Kumar, A., Sarma, K., & Gupta, A. K. 2017. Predictive distribution modeling and population status of the endangered Macaca munzala in Arunachal Pradesh, India. American Journal of Primatology, 79(2), 1–10. https://doi.org/10.1002/ajp.22592
Scheun, J., Greeff, D., & Nowack, J. 2019. Urbanisation as an important driver of nocturnal primate sociality. Primates, 60(4), 375–381. https://doi.org/10.1007/s10329-019-00725-0
Schurer, J. M., Ramirez, V., Kyes, P., Tanee, T., Patarapadungkit, N., Thamsenanupap, P., Trufan, S., Grant, E. T., Garland-Lewis, G., Kelley, S., Nueaitong, H., Kyes, R. C., & Rabinowitz, P. 2019. Long-Tailed Macaques (Macaca fascicularis) in Urban Landscapes: Gastrointestinal parasitism and barriers for healthy coexistence in northeast Thailand. American Journal of Tropical Medicine and Hygiene, 100(2), 357–364. https://doi.org/10.4269/ajtmh.18-0241
Stark, D. J., Fornace, K. M., Brock, P. M., Abidin, T. R., Gilhooly, L., Jalius, C., Goossens, B., Drakeley, C. J., & Salgado-Lynn, M. 2019. Long-Tailed Macaque Response to Deforestation in a Plasmodium knowlesi-Endemic Area. EcoHealth, 16(4), 638–646. https://doi.org/10.1007/s10393-019-01403-9
Supriatna, J. & Wahyono, H. 2000. Panduan Lapangan Primata Indonesia. Yayasan Pustaka Obor Indonesia.
Utami, R., Rizaldi, and Novarino, W. 2016. Penjarahan tanaman oleh hewan Primata di Bungus dan Teluk Kabung, Padang, Sumatera Barat. 2, 49–54. https://doi.org/10.13057/psnmbi/m020110
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