Baseline Diurnal Activity and Seasonal Patterns of the Critically Endangered Tamaraw (Bubalus mindorensis heude 1888) and Co-occurring Mammals in a Strict Protection Zone
Keywords:
bovine, conservation, ethology, tropical ecosystem, protected areasAbstract
Mammal activities are influenced by temperature and foraging opportunities particularly in the tropics which highlights the importance of understanding diel patterns and seasonal variations for evidence-based conservation. However, in the Philippines, behavioral studies on mammals remain scarce However, in the Philippines, behavioral studies on mammals remain scarce particularly for the critically endangered tamaraw Bubalus mindorensis (Heude, 1888). Hence, a targeted camera trap survey was conducted in the Tamaraw Strict Protection Zone of Mts. Iglit-Baco Natural Park to provide baseline information for the species From the survey, a total of five medium-large sized mammal species (B. mindorensis, Sus oliveri Groves, 1997, Rusa marianna [Desmarest, 1922], Macaca fascicularis [Raffles, 1821], Viverra tangalunga (Gray, 1832) were captured across 3,556 camera trapping days from March 2016 to October 2018. Among the mammals, B. mindorensis, R. marianna and M. fascicularis were the most frequently detected species (>100). Among these, only M. fascicularis was observed to exhibit seasonal variations in detections (p = 0.026). Furthermore, observations reveal a predominantly diurnal pattern for the tamaraw, likely as foraging adaptations in a strictly protected habitat. These findings provide crucial baseline information for the conservation and monitoring of threatened Philippine mammals.
References
Almadrones-Reyes, K.J., del Mundo, N.A., Tabuga, A.N., Gil, F.G., Schütz, E., Redeña-Santos, J.C., Cariño, A.B. and Dagamac, N.H.A. 2024. Predicting suitable habitats for Bubalus mindorensis (Heude, 1888) under changing climate scenarios: implications for conservation. Philippine Journal of Science, 153: 2427–2440.
Alvarez Jr., J.B. 1969. Philippine tamaraw: here to stay. In: IUCN (Eds). Proceedings of the Eleventh Technical Meeting, New Delhi, India. IUCN Publications New Series No. 17. International Union for Conservation of Nature and Natural Resources, Morges, p. 46.
Alviola, P.A., Pampolina, N.M., Coracero, E.E., Gatdula, J.C.V., Cabahug, D., Duquil, R. and Suniega, M.J.A. 2023. Vertebrate faunal diversity in Mt. Calavite Wildlife Sanctuary, Occidental Mindoro, Philippines: an assessment using the Biodiversity Assessment and Monitoring System (BAMS). Journal of Wildlife and Biodiversity, 7: 24–39.
Beier, P. and McCullough, D.R. 1990. Factors influencing white-tailed deer activity patterns and habitat use. Wildlife Monographs, 109: 3–51.
Bonenfant, C., Rutschmann, A., Burton, J., Boyles, R., García, F., Tilker, A. and Schütz, E. 2023. Cast away on Mindoro Island: Lack of space limits population growth of the endangered tamaraw. Animal Conservation, 26: 546–557.
Boyles, R., Schutz, E. and de Leon, J. 2016. Bubalus mindorensis. The IUCN Red List of Threatened Species, 2016: e.T3127A50737640. http://dx.doi.org/10.2305/IUCN.UK.2016-2.RLTS.T3127A50737640.en
Bracke, M.B. 2011. Review of wallowing in pigs: Description of the behaviour and its motivational basis. Applied Animal Behaviour Science, 132: 1–13.
Buebos-Esteve, D.E., Redeña-Santos, J.C. and Dagamac, N.H.A. 2024. Ensemble modeling to identify high conservation value areas for endemic and elusive large-sized mammals of the Philippines. Journal for Nature Conservation, 80: 126657.
Burnham, K.P. and Anderson, D.R. 2002. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach, Springer-Verlag, New York, 488 pp.
Dixon, P. 2003. VEGAN, a package of R functions for community ecology. Journal of Vegetation Science, 14: 927–930.
González, G., Gámez, S. and Harris, N.C. 2025. Carnivore activity across land-use gradients in a Mexican biosphere reserve. Scientific Reports, 15: 4431.
Gracanin, A., Minchinton, T.E. and Mikac, K.M. 2022. Estimating the density of small mammals using the selfie trap is an effective camera trapping method. Mammal Research, 67: 467–482.
Grácio, A.R., Mira, A., Beja, P. and Pita, R. 2017. Diel variation in movement patterns and habitat use by the Iberian endemic Cabrera vole: Implications for conservation and monitoring. Mammalian Biology, 83: 21–26.
Grolemund, G. and Wickham, H. 2011. Dates and times made easy with lubridate. Journal of Statistical Software, 40: 1–25.
Hanya, G., Otani, Y., Hongo, S., Honda, T., Okamura, H. and Higo, Y. 2018. Activity of wild Japanese macaques in Yakushima revealed by camera trapping: Patterns with respect to season, daily period and rainfall. PLoS One, 13: e0190631.
Harrison, T. 1969. The tamaraw and its survival. IUCN Bulletin, 2: 85–86.
Ikeda, T., Nakamori, S., Ando, M., Shirakawa, T., Okamoto, T. and Suzuki, M. 2021. Seasonal diel activity patterns of three sympatric ungulates in a forested area in central Japan. Mammal Study, 47: 47–56.
Jennings, A.P., Zubaid, A. and Veron, G. 2010. Ranging behaviour, activity, habitat use, and morphology of the Malay civet (Viverra tangalunga) on Peninsular Malaysia and comparison with studies on Borneo and Sulawesi. Mammalian Biology, 75: 437–446.
Kelly, M.J. and Holub, E.L. 2008. Camera trapping of carnivores: Trap success among camera types and across species, and habitat selection by species, on Salt Pond Mountain, Giles County, Virginia. Northeastern Naturalist, 15: 249–262.
Kuehn, D.W. 1975. Tamaraw in Mts. Iglit Baco Game Refuge, Philippines. Tigerpaper, 2: 26.
Kuehn, D.W. 1977. Increase in the Tamaraw. Oryx, 13: 453–455.
Kuiters, A.T., Bruinderink, G.W.G. and Lammertsma, D.R. 2005. Facilitative and competitive interactions between sympatric cattle, red deer and wild boar in Dutch woodland pastures. Acta Theriologica, 50: 241–252.
Lashley, M.A., Cove, M.V., Chitwood, M.C., Penido, G., Gardner, B., DePerno, C.S. and Moorman, C.E. 2018. Estimating wildlife activity curves: comparison of methods and sample size. Scientific Reports, 8: 4173.
Leclerc, C., Courchamp, F. and Bellard, C. 2020. Future climate change vulnerability of endemic island mammals. Nature Communications, 11: 4943.
Leorna, S. and Brinkman, T. 2024. Camera trap sampling protocols for open landscapes: The value of time-lapse imagery. Conservation Science and Practice, 6: e13094.
Long, B., Schütz, E., Appleton, M., Gonzales, A., Holland, J., Lees, C. et al. 2018. Review of tamaraw (Bubalus mindorensis) status and conservation actions. BULLetin, 1: 18–34.
Mariton, L., Le Viol, I., Bas, Y. and Kerbiriou, C. 2023. Characterising diel activity patterns to design conservation measures: Case study of European bat species. Biological Conservation, 277: 109852.
Marques, R.V. and Fábian, M.E. 2018. Daily activity patterns of medium and large neotropical mammals during different seasons in an area of high-altitude Atlantic rain forest in southern Brazil. Revista Brasileira de Zoociências, 19: 38–64.
Matsubayashi, H., Boyles, R.M., Salac, R.L., Del Barrio, A., Cruz, L., Garcia, R.A. et al. 2010. Present status of tamaraw (Bubalus mindorensis) in Mt. Aruyan, Mindoro, Philippines. Tropics, 18: 167–170.
Megaze, A., Belay, G. and Balakrishnan, M. 2013. Population structure and ecology of the African buffalo (Syncerus caffer Sparrman, 1779) in Chebera Churchura National Park, Ethiopia. African Journal of Ecology, 51: 393–401.
Momongan, V.G. and Walde, G.I. 1993. Biological habits of tamaraws (Bubalus mindorensis Heude) in captivity during the dry and wet seasons. Animal Production Technology (Philippines), 8: 13–21.
Nakabayashi, M., Kanamori, T., Matsukawa, A., Tangah, J., Tuuga, A., Malim, P.T. and Hanya, G. 2021. Temporal activity patterns suggesting niche partitioning of sympatric carnivores in Borneo, Malaysia. Scientific Reports, 11: 19819.
Napolitano, F., Pacelli, C., Grasso, F., Braghieri, A. and De Rosa, G. 2013. The behaviour and welfare of buffaloes (Bubalus bubalis) in modern dairy enterprises. Animal, 7: 1704–1713.
Napolitano, F., De Rosa, G., Chay-Canul, A., Álvarez-Macías, A., Pereira, A.M., Bragaglio, A. and Braghieri, A. 2023. The challenge of global warming in water buffalo farming: Physiological and behavioral aspects and strategies to face heat stress. Animals, 13: 3103.
National Research Council. 1983. Little-known Asian animals with a promising economic future, National Academy Press, Washington, D.C., 131 pp.
Nie, Y., Zhou, W., Gao, K., Swaisgood, R.R. and Wei, F. 2019. Seasonal competition between sympatric species for a key resource: Implications for conservation management. Biological Conservation, 234: 1–6.
Niedballa, J., Sollmann, R., Courtiol, A. and Wilting, A. 2016. camtrapR: An R package for efficient camera trap data management. Methods in Ecology and Evolution, 7: 1457–1462.
Oberosler, V., Groff, C., Iemma, A., Pedrini, P. and Rovero, F. 2017. The influence of human disturbance on occupancy and activity patterns of mammals in the Italian Alps from systematic camera trapping. Mammalian Biology, 87: 50–61.
Ogurtsov, S.S., Zheltukhin, A.S. and Kotlov, I.P. 2018. Daily activity patterns of large and medium-sized mammals based on camera trap data in the Central Forest Nature Reserve, Valdai Upland, Russia. Nature Conservation Research, 3: 68–88.
Ohashi, H., Saito, M., Horie, R., Tsunoda, H., Noba, H., Ishii, H. and Kaji, K. 2013. Differences in the activity pattern of the wild boar Sus scrofa related to human disturbance. European Journal of Wildlife Research, 59: 167–177.
Peral, C., Landman, M. and Kerley, G.I. 2022. The inappropriate use of time-to-independence biases estimates of activity patterns of free-ranging mammals derived from camera traps. Ecology and Evolution, 12: e9408.
Perez, G.J., Enricuso, O., Manauis, K. and Valete, M.A. 2022. Characterizing the drought development in the Philippines using multiple drought indices during the 2019 El Niño. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 3: 463–470.
Perez, G., Bastian, S., Agoulon, A., Bouju, A., Durand, A., Faille, F. and Butet, A. 2016. Effect of landscape features on the relationship between Ixodes ricinus ticks and their small mammal hosts. Parasites and Vectors, 9: 1–18.
Pettorelli, N., Chauvenet, A.L., Duffy, J.P., Cornforth, W.A., Meillere, A. and Baillie, J.E. 2012. Tracking the effect of climate change on ecosystem functioning using protected areas: Africa as a case study. Ecological Indicators, 20: 269–276.
Popescu, V.D., de Valpine, P. and Sweitzer, R.A. 2014. Testing the consistency of wildlife data types before combining them: the case of camera traps and telemetry. Ecology and Evolution, 4: 933–943.
R Core Team. 2024. R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria. Available from: https://www.R-project.org/, (11 February 2025).
Rannow, S., Macgregor, N.A., Albrecht, J., Crick, H.Q., Förster, M., Heiland, S. and Sienkiewicz, J. 2014. Managing protected areas under climate change: Challenges and priorities. Environmental Management, 54: 732–743.
Redeña-Santos, J.C., de Guia, A.P.O., Dagamac, N.H.A. and Gil, F.G. 2024. Phenotypic variations in Mindoro warty pig Sus oliveri (Cetartiodactyla: Suidae). Journal of Threatened Taxa, 16: 26172–26175.
Reyes, F.M.M., Yepes, J.M.F., Nagera, F.L.V., Dy, A.C., Ambrosio, E.R.D., Escobar, M.I.J., Veridiano-de Castro, N.A., Gil, F.G., Dagamac, N.H.A. and Redeña-Santos, J.C. 2024. Single-season occupancy modelling of Philippine long-tailed macaques Macaca fascicularis in Mt. Calavite Wildlife Sanctuary based on bycatch camera-trap data. Asian Primates Journal, 11: 30–43.
Ryan, S.J. and Jordaan, W. 2005. Activity patterns of African buffalo (Syncerus caffer) in the Lower Sabie region, Kruger National Park, South Africa. Koedoe, 48: 117–124.
Roug, A., Muse, E.A., Clifford, D.L., Larsen, R., Paul, G., Mathayo, D. et al. 2020. Seasonal movements and habitat use of African buffalo in Ruaha National Park, Tanzania. BMC Ecology, 20: 6.
Scheibe, K.M., Eichhorn, K., Wiesmayr, M., Schonert, B. and Krone, O. 2008. Long-term automatic video recording as a tool for analysing the time patterns of utilisation of predefined locations by wild animals. European Journal of Wildlife Research, 54: 53–59.
Schütz, E., Dagamac, N.H.A., Santos, J.C., Gil, F.G., Tilker, A., Bonenfant, C. and Del Mundo, N. 2023. Four years after the population and habitat viability assessment: What do we know about the status of tamaraw (Bubalus mindorensis) in Mindoro? Journal of the IUCN SSC Asian Wild Cattle Specialist Group, 16: 1–12.
Solina, I.D., Novarino, W., Rizaldi, G.A. and Giardino, A.J. 2018. Activity pattern and habitat profile of small carnivores in an oil palm landscape. Journal of Indonesian Natural History, 6: 18–27.
Thieurmel, B. and Elmarhraoui, A. 2019. suncalc: Compute Sun Position, Sunlight Phases, Moon Position and Moon Phase. R package version 0.5.0. Available from: https://CRAN.R-project.org/package=suncalc, (11 February 2025).
Trolliet, F., Vermeulen, C., Huynen, M.C. and Hambuckers, A. 2014. Use of camera traps for wildlife studies: A review. Biotechnologie, Agronomie, Société et Environnement, 18: 446–454.
Vallejo-Vargas, A.F., Sheil, D., Semper-Pascual, A., Beaudrot, L., Ahumada, J.A., Akampurira, E. and Bischof, R. 2022. Consistent diel activity patterns of forest mammals among tropical regions. Nature Communications, 13: 7102.
Villegas, J.P., Ibañez, J.C. and Cabrido, C.K.T. 2022. Abundance and distribution of the Philippine brown deer (Rusa marianna Desmarest, 1822) in the Obu Manuvu ancestral domain, Mindanao Island, Philippines. Acta Biologica Universitatis Daugavpiliensis, 22: 67–89.
Wickham, H. 2006. An introduction to ggplot: An implementation of the grammar of graphics in R. Statistics, 1: 1–8.
Wickham, H. 2016. Data analysis. In: Wickham, H. (Ed). ggplot2: Elegant Graphics for Data Analysis, Second edition, Springer International Publishing, Cham, p. 189–201.
Wickham, H., François, R., Henry, L., Müller, K. and Vaughan, D. 2023. dplyr: A Grammar of Data Manipulation. Available from: https://CRAN.R-project.org/package=dplyr, (11 February 2025).
Wickham, H., Hester, J., Chang, W. and Hester, M.J. 2022. devtools. Available from: https://CRAN.R-project.org/package=devtools (11 February 2025).
Wickham, H., Vaughan, D., Girlich, M., Ushey, K. and Posit, P.B.C. 2023. tidyr: Tidy Messy Data. Available from: https://CRAN.R-project.org/package=tidyr, (11 February 2025).
Wong, S.T., Belant, J.L., Sollmann, R., Mohamed, A., Niedballa, J., Mathai, J. and Wilting, A. 2019. Influence of body mass, sociality, and movement behavior on improved detection probabilities when using a second camera trap. Global Ecology and Conservation, 20: e00791.
Yadav, B., Pandey, V., Yadav, S., Singh, Y., Kumar, V. and Sirohi, R. 2016. Effect of misting and wallowing cooling systems on milk yield, blood and physiological variables during heat stress in lactating Murrah buffalo. Journal of Animal Science and Technology, 58: 2.
Yildiz, F. and Uzun, A. 202. Daily activity patterns and overlap activity of medium–large mammals in Sülüklü Lake Nature Park, Western Black Sea Region, Türkiye. Ecology and Evolution, 14: e70654.
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