Asiatic Cheetah's (Acinonyx jubatus venaticus Griffith, 1821) (Felidae: Carnivora) habitat suitability modeling in Iran
DOI:
https://doi.org/10.22120/jwb.2020.128638.1151Keywords:
Distribution, habitat suitability, Least-Cost path analysis, Maximum EntropyAbstract
Critically endangered Asiatic Cheetah faces a dramatic decrease in its abundance and distribution in recent decades, entailing the necessity for more severe conservation activities for the species in its last remaining habitats in Iran. Proper management of the target species is highly dependent on knowledge about its distribution and habitat requirements. The Maximum Entropy modeling approach was applied to achieve the species habitat suitability models using data collected from 2001 to 2018. We found that the most contiguous patch predicted as a suitable one has been reported from the country's central parts, which constitute around one-third of the country's predicted suitable habitats. However, only 36.3% of these habitats were shown to be located inside the borders of the country's protected area network. Naybandan Wildlife Refuge and Touran Biosphere Reserve incorporate 9661.7 (12.6%) and 8291 (10.8%) km2 of suitable habitats, respectively where can be regarded as the most critical areas in the species conservation programs. Least Cost Path analysis suggested two corridors with 262.5 and 192.5 km length connecting northern and southern suitable patches. Designing new protected areas or local community conserved areas and extending current borders of the protected areas are necessary to connect northern and southern habitats and increase the species viability.
References
Ahmadi, M., Nezami, B., Jowkar, H., Hemami, M. R., Fadakar, D., Malakouti-Khah, Sh., & Ostrowski, S. (2017). Combining Landscape Suitability and Habitat Connectivity to Conserve the Last Surviving Population of Cheetah in Asia. Diversity and Distributions, 23(6), 592–603. https://doi.org/10.1111/ddi.12560
Andresen, L., Everatt, K. T., & Somers, M. (2014). Use of site occupancy models for targeted monitoring of the cheetah. Journal of Zoology, 292, 212–220. https://doi.org/10.1111/jzo.12098
Araujo, M. B., & Williams, P. H. (2000). Selecting areas for species persistence using occurrence data. Biological Conservation, 96, 331–345. https://doi.org/10.1016/S0006-3207(00)00074-4
Bailey, J. A. (1984). Principles of Wildlife Management. New York: John Wiley and Sons. 373 p: illus, maps, diagrams. Bibliography. Includes index.
Baldwin, R. A. (2009). Use of maximum entropy modeling in wildlife research. Entropy, 11, 854-866. https://doi.org/10.3390/e11040854
Boast, L. (2014). Exploring the causes of and mitigation options for human-predator conflict on game ranches in Botswana: How is coexistence possible? South Africa, Cape Town, Ph.D. thesis, University of Cape Town.
Cheraghi, F., Delavar, M. R., Amiraslani, F., Alavipanah, K., Gurarie, E., & Fagan, W. F. (2017). Statistical analysis of Asiatic cheetah movement and its spatio-temporal drivers. Journal of Arid Environment, 151, 141-145.
Durant, S. M., Mitchell, N., Groom, R., Pettorelli, N., Ipavec, A., Jacobson, A. P., & Overton, K. Y. (2017). The global decline of cheetah Acinonyx jubatus and what it means for conservation. PNAS, 114(3), 528−533. www.pnas.org/lookup/suppl/doi:10.1073/pnas.1611122114/-/DCSupplemental.
Durant, S. M., Mitchell, N., Ipavec, A., & Groom, R. (2015). Acinonyx jubatus. The IUCN red list of threatened species 2015: e. T219A50649567. http://dx. doi:10.2305/IUCN.UK.20154.RLTS.T 219A50649567. En.
Ellerman, J. R., & Morrison-Scott, T. C. S. (1966). Checklist of Palearctic and Indian mammals, 758 to 1946. 2nd ed. London: British Museum (Natural History). 810 pp.
Farhadinia, M. S., Jourabchian, A., Eslami, M., Hosseiniand, F., & Nezami, B. (2008). Is Food Availability a Reliable Indicator of Cheetah Presence in Iran? Autumn. CAT News, 49, 14-18.
Farhadinia, M., & Hemami, M. R., (2010). Prey selection by the critically endangered Asiatic cheetah in central Iran. Journal of Natural History, 44(19-20), 1239-1249. http://doi: 10.1080/00222931003624770
Farhadinia, M. S., Gholikhani, N., Behnoud, P., Hobeali, K., Taktehrani, A., Hosseini-Zavarei, F., Eslami, M., & Hunter, L. T. B. (2016). Wandering the barren deserts of Iran: Illuminating high mobility of the Asiatic cheetah with sparse data. Journal of Arid Environments, 145-149. http://dx.doi.org/10.1016/j.jaridenv.2016.06.011
Farhadinia, M. S., Hunter, L. T. B., Jourabchian, A. R., Hosseini-Zavarei, F., Akbari, H., Ziaie, H., Schaller, G. B., & Jowkar, H. (2017). The critically endangered Asiatic cheetah Acinonyx jubatus venaticus in Iran: a review of recent distribution, and conservation status. Biodiversity and Conservation, 26(5), 1027-1046. http:// doi:10.1007/s10531-017-1298-8
Firouz, E. (1998). A Guide to the Fauna of Iran. Tehran, Iran: Iran University Press. 491 pp.
Franklin, J. (2009). Mapping species distributions; spatial inference and prediction. Cambridge University Press.
Guisan, A., & Zimmermann, N. E. (2000). Predictive habitat distribution models in ecology. Ecological Modelling, 135:147-186. https://doi.org/10.1016/S0304-3800(00)00354-9
Hayward, M. W., Hofmeyr, M., O'Brien, J., & Kerley, I. H. (2006). Prey Preference of the Cheetah (Acinonyx jubatus) (Felidae: Carnivora): Morphological Limitations or the 109 Need to Capture Rapidly Consumable Prey before Kleptoparasites Arrive? Journal of Zoology, 270, 615-627. https://doi.org/10.1111/j.1469-7998.2006.00184.x
Hunter, L., Jowkar, H., Ziaei, H., Schaller, G., Balme, G., & Walzer, C. (2007). Conserving the Asiatic cheetah in Iran: launching the first radio-telemetry study. Cat News, 46, 8–11.
Jowkar, H., Hunter, L., Ziaie, H., Marker, L., Breitenmoser-Wursten, C., & Durant, S. (2009). Acinonyx jubatus ssp. venaticus. In: IUCN 2014. IUCN Red List of Threatened Species. Version 2014.1. http://www.iucnredlist.org
Karami, M. (1992). Cheetah distribution in Khorasan Province, Iran. Cat News, 16, 4.
Karger, D. N., Conrad, O., & Bohner, J. (2017). Climatologies at high resolution for the earth land surface area. Scientific Data, 4(170122), 1-20.
Mallon, D. P. (2007). Cheetahs in Central Asia: A Historical Summary. Cat News, 46, 4-7.
Mills, M. G. L., & Harvey, M. (2001). African Predators, Cape Town, Struik Publishers.
Mills, M. G. L., Broomhall, L. S., & Toit, J. T. (2004). Cheetah Acinonyx jubatus feeding ecology in the Kruger National Park and a comparison across African savanna habitats: is the cheetah only a successful hunter on open grassland plains? Wildlife Biology, 10, 177–186. https://doi.org/10.2981/wlb.2004.024
Mohammadi, A., Almasieh, K., Clevenger, A. P., Fatemizadeh, F., Rezaei, A., Jowkar, H., & Kaboli, M. (2018). Road expansion: A challenge to conservation of mammals, with particular emphasis on the endangered Asiatic cheetah in Iran. Journal for Nature Conservation, 43, 8-18. https://doi.org/10.1016/j.jnc.2018.02.011
Moqanaki, E. M., & Cushman, S. A. (2017). All roads lead to Iran: Predicting landscape connectivity of the last stronghold for the critically endangered Asiatic cheetah. Animal Conservation, 20, 29-41. https://doi.org/10.1111/acv.12281
Montenegro, O. L. (2004). Natural licks as keystone for wildlife and people in Amazonia. Ph.D. Dissertation, University of Florida.
Nezami, B. (2018a). Asiatic Cheetah: Ecology and Status of Asiatic Cheetah in Iran. Tehran: Jahade Daneshgahi Publication.
Nezami, B. (2018b). Conservation of Asiatic Cheetah Project, Progress Report phase III: 2009-2018. Department of Environment.
Nowell, K., & Jackson, P. (1996). Wild cats: status, survey and conservation action plan. Gland (Switzerland): IUCN/Species Survival Commission Cat Specialist Group.
Pierce, J., & Ferrier, S. (2000). Evaluating the predictive performance of habitat models developed using logistic regression. Ecological Modelling, 133, 225-245. http://doi: 10.1016/S0304-3800(00)00322-7
Pettorelli, N., Hilborn, A., Broekhuis, F., & Durant, S. M. (2009). Exploring habitat use by cheetahs using ecological niche factor analysis. Journal of Zoology, 277, 141-148. https://doi.org/10.1111/j.1469-7998.2008.00522.x
Phillipes, S. J., Anderson, R. P., & Schapire, R. E. (2006). Maximum entropy modeling of species geographic distributions. Ecological Modeling, 190, 231–259. http:// doi:10.1016/j.ecolmodel.2005.03.026
Phillipes, S. J., & Dudík, M. (2008). Modeling of species distributions with MaxEnt: new extensions and a comprehensive evaluation. Echography 31, 161-175. http://doi: 10.1111/j.0906-7590.2008.5203.x
Phillipes, S. J. (2012). A brief tutorial on MaxEnt, versions: 3.3.3. Available online. http://www.cs. princeton.edu /~schapire/maxent/
Rabinowitz, A., & Zeller, K. A. (2010). A range-wide model of landscape connectivity and conservation for the jaguar, Panthera onca. Biological Conservation, 143, 939–945. http:// doi: 10.1016/j.biocon.2010.01.002
Rostro-García, S., Kamler, J. F., & Hunter, L. T. (2015). To kill, stay or flee: The effects of lions and landscape factors on habitat and kill site selection of cheetahs in South Africa. PLOS One, 10, e0117743. http:// doi:10.1371/journal.pone.0117743
Rotenberry, J., Preston, K., & Knick, S. (2006). GIS-based niche modeling for mapping species' habitat. Ecology, 87, 1458-1464. http://doi:10.1890/0012-9658(2006)87[1458:GNMFMS]2.0.CO;2
Saraie, H. (2008). Basic Methods of Population Analysis. Tehran: University of Tehran Press. 4th Edition. p. 177.
Sarhangzadeh, J., Akbari, H., Mossavi, J., & Poorchitsaz, A. (2013). Modeling of Asiatic cheetah habitat suitability in Dareh-Anjir wildlife refuge in Yazd province. Arid Biome Scientific and Research Journal, 3(2), 40–50.
Shams-Esfandabad, B., Karami, M., Hemami, M. R., Riazi, B., & Sadough, M. B. (2010). Habitat associations of wild goat in central Iran, Implications for conservation. European Journal of Wildlife Research, 56:883-894. http://doi:10.1007/s10344-010-0386-9
Stamps, J. A., & Swaisgood, R. R. (2007). Some place like home: experience, habitat selection and conservation biology. Appl. Animal Behavior Science, 102, 392–409. http://doi: 10.1016/j.applanim.2006.05.038
Turner, M. G., Gardner, R. H., & Neill, R. V. (2001). Landscape ecology in theory and practice, New York: Springer-Verlag, 401p.
Yost, A. C., Petersen, S. L., Gregg, M., & Miller, R. (2008). Predictive modeling and mapping sage grouse (Centrocercus urophasianus) nesting habitat using Maximum Entropy and a long-term dataset from Southern Oregon. Ecological Information, 3, 375–386. http://doi: 10.1016/j.ecoinf.2008.08.004
Zahedian, B., & Nezami, B. (2019). Cheetah (Acinonyx jubatus venaticus) (Felidae: Carnivora) feeding ecology in Central Plateau of Iran and effects of prey poor management. Journal of Wildlife and Biodiversity, 3(1), 22-30. http://doi: 10.22120/jwb.2018.94491.1033
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