Distribution ranges of many organisms are changing in response to global climate change and human activities. To testthe impact of climatic change on distribution range of cyprinid fish species, Species Distribution Modeling (SDM) was usedto predict the current climatically suitable habitats and to identify key variables shaping the potential distribution for the genusAlburnus in Iran, an excellent example of high diversity and endemism in the western Palearctic region. Then, future changesin potential suitable areas of the genus Alburnus were evaluated with one future global climatic model (GCM) based on 2050climatic projection. Results show as a general pattern, basins along the Elburz and Zagros Mountains had highest climaticsuitability for the genus in Iran. According to the results of jackknife test and percent contribution of each variable toconstruct the models, precipitation plays the important role on the distribution of Alburnus species in Iran than temperature.Model outputs show all species likely to be negatively affected by the climate change in future and the currently potentialsuitable areas were predicted to decrease in the coming decades, suggesting a comprehensive management plan forconservation of this cyprinid fish need to be conducted in the country.
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Abbasi, K. (2009). First report of Alburnus caeruleus Heckel, 1834 from inland waters of Iran. Iranian Fisheries Research Organization Newsletter, 57, 2.
Amiri, K., Shabanipour, N., & Eagderi, S. 2017. Predict the potential fishing grounds for Kilka (Clupeonella spp.) fishes in southern part of the Caspian Sea using maximum entropy models and remotely sensed satellite data. Iranian Journal of Ichthyology, 4, 290- 298.
Ashraf Vaghefi, S., Mousavi, S.J., Abbaspour, K. C., Srinivasan, R., & Yang, H. (2013). Analyses of the impact of climate change on water resources components, drought and wheat yield in the semi-arid Karkheh River Basin in Iran. Hydrological Processes, http://dx.doi.org/10.1002/hyp.9747
Barbosa, F.G., Schneck, F., & Melo, A.S. (2012). Use of ecological niche models to predict the distribution of invasive species: a scientometric analysis. Brazilian Journal of Biology, 72 (4), 821-829. http://dx.doi.org/10.1590/S1519-69842012000500007
Coad, B.W. (2009). Alburnus zagrosensis n. sp., a new species of fish from the Zagros Mountains of Iran (Actinopterygii: Cyprinidae). Zoology in the Middle East, 48, 63–70. http://dx.doi.org/10.1080/09397140.2009.10638367
Coad, B.W. (2016). Freshwater fishes of Iran. Retrieved from http:// www. briancoad.com/, Accessed at 2016.05.01.
Dianat, M., Darvish, J., Cornette, R., Aliabadian, M., & Nicolas, V. (2016). Evolutionary history of the Persian Jird, Meriones persicus, based on genetics, species distribution modelling and morphometric data. Journal of Zoological Systematics and Evolutionary Research, 55, 29-45. http://dx.doi.org/10.1111/jzs.12145
Domșa, C., Sándor, A.D., & Mihalca, A.D. (2016). Climate change and species distribution: possible scenarios for thermophilic ticks in Romania. Geospat Health, 11, 151-156. https://dx.doi.org/10.4081/gh.2016.421
Elith, J., Graham, C. H., Anderson, R.P., Dudik, M., Ferrier, S., Guisan, A., & Zimmermann, N.E. (2006). Novel methods improve prediction of species’ distributions from occurrence data. Ecography, 29, 129 – 151. http://dx.doi.org/10.1111/j.2006.0906-7590.04596.x
Elp, M., Şen, F., & Özuluğ, M. (2015). "Alburnus selcuklui, A new species of cyprinid fish from east Anatolia, Turkey (Teleostei: Cyprinidae)". Turkish Journal of Fisheries and Aquatic Sciences, 15, 181–186. https://dx.doi.org/10.4194/1303-2712-v15_1_20
Engler, G.O., Rödder, D., Elle, O., Hochkirch, A., & Secondi, J. (2013). Species distribution models contribute to determine the effect of climate and interspecific interactions in moving hybrid zones. Journal of evolutionary biology, 26, 2487-2496. http://dx.doi.org/10.1111/jeb.12244
Esmaeili, H.R., Babai, S., Gholomifard, A., Pazira, A., Gholamhosseini, A., & Coad, B.W. (2015). Fishes of the Persis region of Iran: an updated checklist and ichthyogeography. Iranian Journal of Ichthyology, 2, 201-223.
Esmaeili, H.R., Coad, B.W., Gholamifard, A., Nazari, N., & Teimory, A. (2010). Annotated checklist of the freshwater fishes of Iran. Zoosystematica Rossica, 19, 361–386.
Esmaeili, H.R., Coad, B.W., Mehraban, H.R., Masoudi, M., Khaefi, R., Abbasi, & Vatandoust, S. (2014). An updated checklist of fishes of the Caspian Sea basin of Iran with a note on their zoogeography. Iranian Journal of Ichthyology, 1(3), 152-184.
Esmaeili, H.R., Gholamifard, A., & Freyhof, J. (2011). Ichthyofauna of Zarivar Lake (Tigris River basin, Iran) with the first records of Hemiculter leucisculus and Alburnus hohenackeri in the Tigris basin. Electronic Journal of Ichthyology, 7 (1), 1–6.
Fei, S., Liang, L., Paillet, F., Steiner, K., Fang, J., Shen, Z., & Hebard, F. (2012). Modelling chestnut biogeography for American chestnut restoration. Diversity and Distributions, 18, 754–768. http://dx.doi.org/10.1111/j.1472-4642.2012.00886.x
Freyhof, J. (2014). Alburnus filippii. The IUCN Red List of Threatened Species 2014: Retrieved from http://dx.doi.org/10.2305/IUCN.UK.2014- .RLTS.T19018496A19222783.en
Freyhof, J., & Kottelat, M. (2007a). Alburnus vistonicus, a new species of shemaya from eastern Greece, with remarks on Chalcalburnus macedonicus from Lake Volvi (Teleostei: Cyprinidae). Ichthyological Exploration of Freshwaters, 18, 205–212.
Freyhof, J., & Kottelat, M. (2007b). Review of the Alburnus mento species group with description of two new species (Teleostei: Cyprinidae). Ichthyological Exploration of Freshwaters, 18, 213–225.
Freyhof, J., & Kottelat, M. (2008). Alburnus chalcoides. The IUCN Red List of Threatened Species 2008: Retrieved from http://dx.doi.org/10.2305/IUCN.UK.2008.RLTS.T135 499A 4133441.en
Gent, P.R., Danabasoglu, G., Donner, L.J., Holland, M.M., & Zhang, M. (2011). The community climate system model version 4. Journal of Climate, 24, 4973-4991. https://dx.doi.org/10.1175/2011JCL14083.1
Gülle, İ., Küçük, F., & Güçlü, S.S. (2017). Re-Description and New Distribution Area of an Endemic Anatolian Fish Species, Alburnus nasreddini Battalgil, 1944. Turkish Journal of Fisheries and Aquatic Sciences, 17, 863-869.
Hijmans, R.J., Cameron, S.E., Parra, J.L., Jones, P.G., & Jarvis, A. (2005). Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology, 25: 1965–1978. http://dx.doi.org/10.1002/joc.1276
Mak, S., Morshed, M., & Henry, B. (2010). Ecological niche modeling of Lyme disease in British Columbia, Canada. Journal of medical entomology, 47, 99-105. http://dx.doi.org/10.1603/033.047.0114
Masoudi, M., Esmaeili, H.R., Teimori, A., Gholami, Z., Gholamhosseini, A., Sayyadzadeh, G., & Reichenbacher, B. (2016). Sympatry and possible hybridization among species of the killifish genus Aphanius Nardo, 1827 (Teleostei: Cyprinodontidae) in Southwestern Iran. Limnologica, 59, 10–20. https://dx.doi.org/10.1016/j.limno.2016.02.008
Mehraban, H.R., Sayyadzadeh, G., Malekzehi, H., & Ahmadi, A. (2014). First report of infection with the Tapeworm Ligula intestinalis (Linnaeus, 1758) plerocercoids in Persian bleak, Alburnus hohenackeri Kessler, 1870 in southeastern Iran. Iranian Journal of Ichthyology, 1, 12–16.
Nazemosadat, M.L., Samani, N., Barry, D.A., & Mollaii Niko, M. (2006). Enso forcing on climate change in Iran: Precipitation analysis. Iranian Journal of Science and Technology, 30, 555-565.
Özuluğ, M., & Freyhof, J. (2007). Alburnus demiri, a new species of bleak from Western Anatolia, Turkey (Teleostei: Cyprinidae). Ichthyological Exploration of Freshwaters, 18, 307-312.
Phillips, S.J., Anderson, R.P., & Schapire, R.E. (2006). Maximum entropy modeling of species geographic distributions. Ecological Modeling, 190, 231–259. http://dx.doi.org/10.1016/j.ecolmodel.2005.03.026
Pittock, J., Hussey, K., & Dovers, S. (Eds.) (2015). Climate, Energy and Water. Cambridge University Press., Cambridge, New York, USA.
Scharlau, K. (1968). Geomorphology, pp. 186-194. In Fisher, W. B. (Eds.), The Cambridge History of Iran. Volume 1, The Land of Iran. Cambridge University Press., Cambridge. xix + 784 pp.
Swets, J.A. (1988). Measuring the accuracy of diagnostic systems. Science, 240, 1285–1293.
Teimori, A., Esmaeili, H. R., Sayyadzadeh, G., Zarei, N., & Gholamhosseini, A. (2015). Molecular systematics and distribution review of the endemic cyprinid species, Persian chub, Acanthobrama persidis (Coad, 1981) in Southern Iran (Teleostei: Cyprinidae). Molecular Biology Research Communications, 4, 189- 206. http://dx.doi.org/10.22099/MBRC.2015.3173
Teimori, A., Mostafavi, H., & Esmaeili, H.R. (2016). An update note on diversity and conservation of the endemic fishes in Iranian inland waters. Turkish Journal of Zoology, 40: 87-102. Dianat, M., Darvish, J., Cornette, R., Aliabadian, M., & http://dx.doi.org/10.3906/zoo-1407-2
Terink, W., Immerzeel, W.W., & Droogers, P. (2013). Climate change projections of precipitation and reference evapotranspiration for the Middle East and Northern Africa until 2050. International Journal of climatology, 33, 3055-3072. http://dx.doi.org/10.1002/joc.3650
Tok, C.V., Koyun, M., & Çiçek, K. (2016). Predicting the current and future potential distributions of Anatolia Newt, Neurergus strauchii (Steindachner, 1887), with a new record from Elazığ (Eastern Anatolia, Turkey). Biharean Biologist, 10, 104-108.
Turner, A.J., Fiore, A.M., Horrowitz, L.W., Naik, V., & Bauer, M. (2013). Summertime cyclones over the Great Lakes Storm Track from 1860–2100: Variability, trends and association with ozone pollution. Atmospheric Chemistry and Physics, 13, 565–578. http://dx.doi.org/10.5194/acp-13-565-2013
Walls, S.C. (2009). The role of climate in the dynamics of a hybrid zone in Appalachian salamanders. Global Change Biology, 15, 1903–1910. http://dx.doi.org/10.1111/j.1365-2486.2009.01867.x
Yousefi, M., Ahmadi, M., Nourani, E., Rezaei, A., Kafash, A., Khani, A. & Kaboli, M. (2017). Habitat suitability and impacts of climate change on the distribution of wintering population of Asian Houbara Bustard Chlamydotis macqueenii in Iran. Bird Conservation International, 27: 294-304. http://dx.doi.org/10.1017/S0959270916000381
Yousefi, M., Ahmadi, M., Nourani, E., Behrooz, R., Rajabizadeh, M., Geniez, P. & Kaboli, M. (2015). Upward altitudinal shifts in habitat suitability of mountain vipers since the last glacial maximum. PLOS ONE, 10(9): e0138087. https://dx.doi.org/10.1371/journal.pone.0138087
Zareian, H., Esmaeili, H.R., Gholamhosseini, A., & Sayyadzadeh, G. (2013). New records and geographical distribution of Alburnus hohenackeri Kessler, 1870 (Teleostei: Cyprinidae) in Iran. Check List, 9 (4), 829–831. http://dx.doi.org/10.15560/9.4.829