Abstract
This study analyzes the present distribution of the Tuva mountain voles based on literary data, museum collections, and our own materials. A bioclimatic model of potential species distribution has been constructed using 25 localities identified as having Tuva mountain voles in Russia and Mongolia. It is shown that the species range of the Tuva voles consists of three large isolated parts: the northern one, located mainly in Khakassia; southern, located in Tuva and the adjacent territory of Mongolia; and a small area on the northern shore of the Khuvsgul Lake in Mongolia. The examination of habitats of the Tuva mountain voles in the territory of Khakassia has shown that in recent decades there has been a significant decrease in the number of inhabited sites, which indicates a significant decline in population and intensification of fragmentation of the northern part of the range of the Tuva mountain vole.
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REFERENCES
Andrenko, O.V. and Vinogradov, V.V., Structure and dynamics of the range of the Tuva vole in the territory of Central Siberia, Materialy konferentsii “Sovremennye problemy zoo- i fitogeografii mlekopitayushchikh,” Penza, 15–20 maya 2009 g. (Proc. Conf. “Modern Problems of Zoo- and Phytogeography of Mammals,” Penza, May 15–20, 2009), Moscow: KMK, 2009, p. 6.
Arita, H.T., Robinson, J.G., and Redford, K., Rarity in Neotropical forest mammals and its ecological correlates, Conserv. Biol., 1990, vol. 4, no. 2, pp. 181–192. https://doi.org/10.1111/j.1523-1739.1990.tb00107.x
Baldwin, R.A., Use of maximum entropy modeling in wildlife research, Entropy, 2009, vol. 11, no. 4, pp. 854–866. https://doi.org/10.3390/e11040854
Baldwin, R.A. and Bender, L.C., Den-site characteristics of black bears in Rocky Mountain National Park, Colorado, J. Wildl. Manage., 2008, vol. 72, no. 8, pp. 1717–1724. https://doi.org/10.2193/2007-393
Bannikov, A.G., Analysis of mammals of Mongolia. III. Forest and high-altitude voles, Byull. Mosk. O-va. Ispyt. Prir., Otd. Biol., 1948, vol. 53, no. 6, pp. 29–45.
Bannikov, A.G., Mlekopitayushchie Mongol’skoi narodnoi respubliki (Mammals of the People’s Republic of Mongolia), Moscow: Akad. Nauk SSSR, 1954.
Bean, W.T., Tange, D., and Osborn, S.D., A suitability model for white-footed voles with insights into habitat associations at the southern boundary of their range, Northw. Nat., 2016, vol. 97, no. 2, pp. 105–112. https://doi.org/10.1898/NWN15-28.1
Bodrov, S.Yu., Kostygov, A.Yu., Rudneva, L.V., and Abramson, N.I., Revision of the taxonomic position of the Olkhon mountain vole (Rodentia, Cricetidae), Bio-l. Bull., 2016, vol. 43, no. 2, pp. 136–145. https://doi.org/10.1134/S1062359016020035
Corbet, G.B., The Mammals of the Palaearctic Region: A Taxonomic Review, London: Br. Mus. Nat. Hist., 1978.
Diffenbaugh, N.S. and Giorgi, F., Climate change hotspots in the CMIP5 global climate model ensemble, Clim. Change, 2012, vol. 114, nos. 3–4, pp. 813–822. https://doi.org/10.1007/s10584-012-0570-x
Ekimov, E.V., The data on distribution of some species of small mammals in forest-steppe regions of Central Siberia, Materialy VII s”ezda Teriologicheskogo obshchestva “Teriofauna Rossii i sopredel’nykh territorii,” Moskva, 6–7 fevralya 2003 g. (Proc. VII Congr. of Teriological Society “Teriofauna of Russia and Adjacent Countries,” Moscow, February 6–7, 2003), Moscow: Mosk. Gos. Univ., 2003, part 1, p. 98.
Elith, J., Phillips, S.J. Hastie, T. Dudik, M. Chee, Y.E., and Yates, C.J., A statistical explanation of MaxEnt for ecologists, Div. Distrib., 2011, vol. 17, no. 1, pp. 43–57. https://doi.org/10.1111/j.1472-4642.2010.00725.x
Enkhbold, N., Dazhao, S., Batsaikhan, N., Wang, D., Tseveendorj, D., and Erdenetuya, B., Study on the distribution and habitat characteristics of Brandt’s vole, Mong. J. Agric. Sci., 2015, vol. 13, no. 2, pp. 88–95. https://doi.org/10.5564/mjas.v13i2.524
Fick, S.E. and Hijmans, R.J., WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas, Int. J. Climatol., 2017, vol. 37, no. 12, pp. 4302–4315. https://doi.org/10.1002/joc.5086
Fielding, A.H. and Bell, J.F., A review of methods for the assessment of prediction errors in conservation presence/absence models, Environ. Conserv., 1997, vol. 24, no. 1, pp. 38–49. https://doi.org/10.1017/S0376892997000088
Forsman, E.D., Swingle, J.K., Davis, R.J., Biswell, B.L., and Andrews, L.S., Tree Voles: Distribution and Habitat Relationships Based on Recent and Historical Studies, Habitat Models, and Vegetation Change: General Technical Reports PNW-GTR-948, Portland, OR: US Dep. Agric., For. Service, Pac. Northw. Res. Stn., 2016. https://www.fs.usda.gov/treesearch/pubs/53112. Accessed January 30, 2018.
Glotov, I.N., Findings of the silver mountain vole (Alticola argentatus semicanus G. Allen) in USSR, Materialy II soveshchaniya zoologov Sibiri “Problemy zoologicheskikh issledovanii v Sibiri” (Proc. II Meeting of Zoologists of Siberia “Problems of Zoological Studies in Siberia”), Gorno-Altaisk, 1962, pp. 51–52.
Gromov, I.M. and Erbaeva, M.A., Mlekopitayushchie fauny Rossii i sopredel’nykh territorii. Zaitsoobraznye i gryzuny (Mammals of Russian Fauna and Adjacent Areas. Lagomorpha and Rodents), St. Petersburg: Zool. Inst., Ross. Akad. Nauk, 1995.
Khlyap, L.A., Bobrov, V.V, and Warshavsky, A.A., Biological invasions on Russian territory: mammals, Russ. J. Biol. Invasions, 2010, vol. 1, no. 2, pp. 127–140. https://doi.org/10.1134/S2075111710020128
Kokhanovskii, N.A., Morphology and ecology of silver mountain vole, in Ekologiya gornykh mlekopitayushchikh (Ecology of Mountain Mammals), Sverdlovsk, 1982, pp. 57–58.
Kokhanovskii, N.A., Ecology of silver mountain vole, in Ekologiya, metody izucheniya i organizatsiya okhrany mlekopitayushchikh gornykh oblastei (Ecology, Study Methods, and Protection of Mountain Mammals), Sverdlovsk: Ural. Nauchn. Tsentr, Akad. Nauk SSSR, 1977, pp. 87–88.
Kryštufek, B., Shenbrot, G.I., Gregori, J., Benda, P., and Hutterer, R., Taxonomic and geographic setting of Royle’s mountain vole Alticola roylei revisited, Mammalia, 2017, vol. 81, no. 5, pp. 503–511. https://doi.org/10.1515/mammalia-2016-0102
Lebedev, V.S., Bannikova, A.A., Tesakov, A.S., and Abramson, N.I., Molecular phylogeny of the genus A-lticola (Cricetidae, Rodentia) as inferred from the sequence of the cytochrome b gene, Zool. Scr., 2007, vol. 36, no. 6, pp. 547–563. https://doi.org/10.1111/j.1463-6409.2007.00300.x
Letov, G.S., Systematics, distribution, and ecology of mountain voles in Tuva, Izv. Irkutsk. Gos. Protivochumn. Inst., 1962, vol. 24, pp. 285–296.
Lissovsky, A.A. and Obolenskaya, E.V., A study of the distribution ranges of small mammals in southeastern Transbaikalia using ecological niche-based modeling methods, Biol. Bull. Rev., 2015, vol. 5, no. 3, pp. 233–248.
Litvinov, N.I., The distribution and systematics of the mountain voles of Hovsgol, in Prirodnye usloviya i resursy Prikhubsugul’ya (Nature and Mineral Resources of Hovsgol), Irkutsk, 1973, no. 2, pp. 201–209.
Litvinov, N.I. and Bazardorzh, D., Mlekopitayushchie Prikhubsugul’ya (MNR) (Mammals of Hovsgol (People’s Republic of Mongolia)), Irkutsk, 1992.
Litvinov, Yu.N., Abramov, S.A., Chertilina, O.V., Simonov, E.P., and Lopatina, N.V., Generic differentiation of rock voles in mountain-steppe regions of the northeast of Inner Asia, Izv. Irkutsk. Gos. Univ., Biol., Ekol., 2015, vol. 12, pp. 23–30.
Liu, C., White, M., and Newell, G., Selecting thresholds for the prediction of species occurrence with presence-only data, J. Biogeogr., 2013, vol. 40, no. 4, pp. 778–789. https://doi.org/10.1111/jbi.12058
Mammal Species of the World. A Taxonomic and Geographic Reference, Wilson, D.E. and Reeder, D.M., Eds., Baltimore: Johns Hopkins Univ. Press, 2005, 3rd ed.
Markina, A.B. and Telegin, V.I., Ecology of high-altitude silver vole in Khakassia, Materialy II soveshchaniya zoologov Sibiri “Problemy zoologicheskikh issledovanii v Sibiri” (Proc. II Meeting of Zoologists of Siberia “Problems of Zoological Studies in Siberia”), Gorno-Altaisk, 1962, pp. 159–161.
Mlekopitayushchie Kazakhstana. Gryzuny (peschanki, polevki, altaiskii tsokor) (Mammals of Kazakhstan. Rodents: Gerbils, Voles, and Siberian Zokor), Sludskii, A.A., Ed., Alma-Ata: Nauka, 1978, vol. 1, part 3.
Mlekopitayushchie Rossii: sistematiko-geograficheskii spravochnik (Mammals of Russia: Systematical and Geographic Handbook), Pavlinov, I.Ya. and Lisovskii, A.A., Eds., Moscow: KMK, 2012.
Moroldoev, I.V., Sheremetyeva, I.N., and Kartavtseva, I.V., The first finding of East European vole (Microtus rossiaemeridionalis) in Buryatia, Russ. J. Biol. Invasions, 2017, vol. 8, no. 2, pp. 266–271. https://doi.org/10.1134/S2075111717030109
Ochirov, Yu.D. and Bashanov, K.A., Mlekopitayushchie Tuvy (Mammals of Tuva), Kyzyl: Tuvisnk. Knizhn. Izd., 1975.
Ognev, S.I., Zveri SSSR i prilezhashchikh stran (Animals of USSR and Adjacent Countries), Moscow: Akad. Nauk SSSR, 1950, vol. 7.
Pearce, J. and Ferrier, S., Evaluating the predictive performance of habitat models developed using logistic regression, Ecol. Model., 2000, vol. 133, no. 3, pp. 225–245. https://doi.org/10.1016/S0304-3800(00)00322-7
Pearson, R.G., Raxworthy, C.J., Nakamura, M., and Townsend Peterson, A., Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar, J. Biogeogr., 2007, vol. 34, no. 1, pp. 102–117. https://doi.org/10.1111/j.1365-2699.2006.01594.x
Pettorelli, N., Vik, J.O., Mysterud, A., Gaillard, J.M., Tucker, C.J., and Stenseth, N.C., Using the satellite-derived NDVI to assess ecological responses to environmental change, Trends Ecol. Evol., 2005, vol. 20, no. 9, pp. 503–510. https://doi.org/10.1016/j.tree.2005.05.011
Phillips, S.J., A brief tutorial on Maxent, version 3.3.1. http://biodiversityinformatics.amnh.org/open_source/ maxent/. Accessed January 20, 2019.
Phillips, S.J. and Dudík, M., Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation, Ecography., 2008, vol. 31, no. 2, pp. 161–175. https://doi.org/10.1111/j.0906-7590.2008.5203.x
Phillips, S.J., Anderson, R.P., and Schapire, R.E., Maximum entropy modeling of species geographic distributions, Ecol. Model., 2006, vol. 190, no. 3–4, pp. 231–259. https://doi.org/10.1016/j.ecolmodel.2005.03.026
Phillips, S.J., Anderson, R.P., Dudík, M., Schapire, R.E., and Blair, M.E., Opening the black box: an open-source release of Maxent, Ecography, 2017. V 40, no. 7, pp. 887–893. https://doi.org/10.1111/ecog.03049
Pimm, S.L., Jenkins, C.N., Abell, R., Brooks, T.M., Gittleman, J.L., Joppa, L.N., Raven, P.H., Roberts, C.M., and Sexton, J.O., The biodiversity of species and their rates of extinction, distribution, and protection, Science, 2014, vol. 344, no. 6187, pp. 1246752-1–1246752-10. https://doi.org/10.1126/science.1246752
Rossolimo, O.L. and Pavlinov, I.J., Species and subspecies of Alticola s. str. (Rodentia: Arvicolidae), in Prague Studies in Mammalogy, Horacek, I. and Vohralik, V., Eds., Prague: Charles Univ. Press, 1992, pp. 149–176.
Rossolimo, O.L., Pavlinov, I.Ya., Podtyazhkin, O.I., and Skulkin, V.S., Variability and systematics of mountain voles (Alticola s. str) of Mongolia, Tuva, Cis-Baikal, and Altai, Zool. Zh., 1988, vol. 67, no. 3, pp. 426–437.
Rossolimo, O.L., Pavlinov, I.Ya., and Shenbrot, G.I., Taxonomic state of Tuva vole Alticola (A.) tuvinicus Ognev (Mammalia: Arvicolinae), Biol. Nauki, 1992, no. 6, pp. 58–62.
Shenbrot, G.I. and Krasnov, B.R., An Atlas of the Geographic Distribution of the Arvicoline Rodents of the World (Rodentia, Muridae: Arvicolinae), Sofia: Pensoft, 2005.
Swets, J., Measuring the accuracy of diagnostic systems, Science, 1988, vol. 240, no. 4857, pp. 1285–1293. https://doi.org/10.1126/science.3287615
Vinogradov, V.V., Prostranstvenno-vremennaya organizatsiya soobshchestv melkikh mlekopitayushchikh Prieniseiskoi chasti Altae-Sayanskoi gornoi strany (Spatio-Temporal Organization of Communities of Small Mammals of Yenisei Part of Altai-Sayan Mountain Area), Krasnoyarsk: Krasn. Gos. Pedagog. Univ., 2012.
Warren, D.L. and Seifert, S.N., Ecological niche modeling in Maxent: the importance of model complexity and the performance of model selection criteria, Ecol. Appl., 2011, vol. 21, no. 2, pp. 335–342. https://doi.org/10.1890/10-1171.1
Yanushevich, A.I., Fauna pozvonochnykh tuvinskoi oblasti (Fauna of Vertebrates of Tuva Oblast), Novosibirsk, 1952.
Yost, A.C., Petersen, S.L., Gregg, M., and Miller, R., Predictive modeling and mapping sage grouse (Centrocercus urophasianus) nesting habitat using maximum entropy and a long-term dataset from Southern Oregon, Ecol. Inf., 2008, vol. 3, no. 6, pp. 375–386. https://doi.org/10.1016/j.ecoinf.2008.08.004
Yudin, B.S., Galkina, L.I., and Potapkina, A.F., Mlekopitayushchie Altae-Sayanskoi gornoi strany (Mammals of Altai-Sayan Mountain Country), Novosibirsk: Nauka, 1979.
ACKNOWLEDGMENTS
We thank V.S. Lebedev, curator of the rodent collections at the Zoological Museum of Moscow State University, for help in working with the collection. We are also grateful to an anonymous reviewer for valuable comments and recommendations that helped improve this article.
Funding
This study was supported by the Federal Fundamental Scientific Research Program for 2013–2020, project no. VI.51.1.4. (AAAA-A16-116121410119-4), and the Russian Foundation for Basic Research (project no. 17-04-00269 A).
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Abramov, S.A., Lopatina, N.V., Moroldoev, I.V. et al. Present Range of Tuva Mountain Vole Alticola tuvinicus Ognev, 1950 (Review of Environmental Conditions and Modeling). Contemp. Probl. Ecol. 12, 453–463 (2019). https://doi.org/10.1134/S1995425519050020
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DOI: https://doi.org/10.1134/S1995425519050020