Habitat suitability modeling Stipa barbata species using Ecological Niche Factor Analysis (case study: Taleghan Rangelands)
Subject Areas : forestمحمدعلی زارع چاهوکی 1 , محبوبه عباسی 2
1 - دانشگاه تهران
2 - دانشگاه تهران
Keywords: Stipa barbata, Ecological niche factor analysis, Taleghan rangeland,
Abstract :
This study was done aimed to determine the habitat suitability of S. barbata species using ecological niche factor analysis in rangeland of Taleghan miany. Stipa barbata species has good quality and the preference value that is important in soil conservation and forage production for livestock. In order to habitat suitability modeling for this species were used than presence point and the soil variables such as the information layers of gravel, pH, lime, organic matter, N, K, P, sand, clay, silt and topographic variables maps (slope, aspect and Height) were used as variables affecting the species. The results of the study indicate that in the habitat suitability of S. barbata species in the study area environment variables height, direction of North, EC has a negative impact and depth, lime, organic matter and pH variables has a positive impact, And have been important factors. Accuracy model is calculated 87/5% using continue Boyce index that to verify the accuracy of the model results. Kappa coefficient obtained by matching the prediction map with ground truth equal 0.76. According to the results obtained values marginality (1.64), specialization (8.39) and toleranc of (0.119) obtained from the model, it can be concluded that the S. barbata species is specialty relative to the specific conditions of the environment variables, and tolerate the specific domain of environmental variables in the range the study area.
- Abdollahi, J., H. Naderi., M.R. Mirjalili, & M.S, Tabatabaeezadeh, 2011. Effects of some environmental factors on growth characteristics of stipa barbata species in steppe rangelands of Nodoushan –Yazd. Iranian Journal of Range and Desert Reseach 20(1): 130-144.(In Persian).
- Anderson, R.P., D. Lew, & A.T. Peterson, 2003. Evaluating predictive models of species distributions: criteria for selecting optimal models. Journal of Ecological Modelling 162: 211–232.
- Azarnivand, H. & M.A. Zare Chahouki, 2008. Range Improvement. Tehran University Press. 354 P. (In Persian).
- Bednarek, R., H. Dziadowiec, U. Pokojska, & Z. Prusinkiewicz, 2005. Badania ekologiczno-gleboznawcze (Soil–Ecological Research). PWN, Warszawa.
- Ehsani, A., H. Yeganeh, & H. Barati, 2013. Investigation on the phenology of Stipa barbata in steppe and semi-steppe rangelands of Iran. Iranian Journal of Range and Desert Reseach 20 (3): 599-612(In Persian).
- Farahani, E., A. Shahmoradi, S. Zarekia, & F. Azhir, 2008. Autecology of Stipa barbata in Tehran Province. Iranian Journal of Range and Desert Research 15(1): 86-94(In Persian).
- Farashi, A., M. Kaboli, & M. Karami, 2013. A preliminary survey on raccoon (Procyon lotor (Linnaeus, 1758)). Status as new invasive species in Iran (Case study: Lavandevil wildlife refuge). Journal of Taxonomy and Biosystematics 3(7): 11-14.
- Graham, C.H., S. Ferrier, F. Huettman, C. Moritz, & A.T. Peterson, 2004. New developments in museum-based informatics and applications in biodiversity analysis. Journal of Trends in Ecology & Evolution 19 (9): 497–503.
- Guisan, A. & W. Thuiller, 2005. Predicting species distribution: offering more than simple habitat models. Journal of Ecology letters 8 (9): 993-1009.
- Guisan, A. & N. Zimmermann, 2000. Predictive habitat distribution models in ecology. Journal of Ecological modeling 135: 147-186.
- Hirzel, A.H. & A. Guisan, 2002. Which is the optimal sampling strategy for habitat suitability modeling? Journal of Ecological modeling 157: 331-341.
- Hirzel, A.H., J. Hausser, D. Chessel, & N. Perrin, 2002. Ecological Niche Factor Analysis: How to compute habitat-suitability maps without absence data. Journal of Ecology 73(22): 2027-2036.
- Hirzel, A.H., V. Helfer, & F. Metral, 2001. Assessing habitat-suitability models with a virtual species. Journal of Ecological Modelling 145: 111–121.
- Hirzel, A.H., L.G. Laya, V. Helfera, C. Randina, & A. Guisana, 2006. Evaluating the ability of habitat suitability models to predict species presences. Journal of Ecological Modelling 199: 142-152.
- Hirzel, A.H., V. Helfer, & F. Metral, 2001. Assessing habitat-suitability models with a virtual species.Journal of Ecological Modelling, 145: 111-121
- Jafari, M., M.A. Zare Chahouki., A. Tavili., A. Kohandel., 2005. Soil-vegetation relationships in rangelands of Qom province. Journal of Pajouhesh & Sazandegi 73: 110-116(In Persian).
- Khalsi Ahvazi, L., M.A. Zare Chahouki, H. Azarnivand, & M. Soltani Gerdefaramarzi, 2012. Habitat suitability modelling of Eurotia ceratoides (L.) C.A.M. in north east of Seaman, using ecological niche factor analysis. Journal of rangeland 5 (20): 372-362(In Persian).
- Monsserud, D.M. & R. Leemans, 1992. Comparing Global Vegetation relationships in coastal desert plain of southern Sinai. Journal of Arid Environments55: 607-628.
- Neeti, N., T. Vaclavik & M. Niphadkar, 2007. Potential distribution of Japanese knot weed in Massachusets. ESRI Annual user Conference.
- Phillips, S.J., R.P. Anderson., R.E. Schapire, 2006. Maximum entropy modeling of species geographic distributions. Journal of Ecological Modelling 190: 231–259.
- Richinger, K.H., 1970. Flora Iranica. 70: 391-392.
- Safei, M. & M. Tarkesh Esfehani, 2011. Medicinal plant habitat protection Ferula ovina Boiss using potential habitat modeling (model Proposed ecological niche factor analysis). Journal of Plant Ecosystem Conservation 1(1): 105-121.
- Sangoony, H., H.R. Karimzadeh, M.R. Vahabi, & M. Tarkesh esfahani, 2011. Determining the potential habitat of Astragalus gossypinus Fischer in west region of Isfahan, using Ecological Niche Factor Analysis. Iranian Journal of Applied RS & GIS Techniques in Natural Resource Science 3(2): 1-13.
- Sankary, M.N. 1979. Autecology of Stipa barbataDesf from the Syrian arid zone in comparison withseveral Mediterranean–type arid zone grassspecies. Journal of Arid Environments 23: 251-262.
- Sheikh-Hosseini, A.R. & F. Nourbakhsh, F. 2007. The effect of soil and plant residues on net nitrogen mineralization. Iranian Journal of Pajouhesh & Sazandegi 75: 127-133(In Persian).
- Songlin F, J. Schibig, & Vance, M. 2007. Spatial habitat modeling of American chestnut at Mammoth Cave National Park. Journal of Forest Ecology and Management, 252: 201–207.
- Strubbe, D. & E. Matthysen, 2008. Predicting the potential distribution of invasive ringnecked parakeets Psittacula krameri in northern Belgium using an ecological niche modelling approach، Biological Invasions Online, Available at http://www.springerlink.com/content/nnw78qq86kx0j671/fulltext.pdf. Accessed 1 May 2008.
- Trail, L.W. & R.C. Bigalke, 2006. A presence habitat suitability model for large grazing African ungulates and its utility for wildlife management. Journal of Ecology, 45: 347-354.
- Virgilio, N.D., A. Monti, & G, Venturi, 2007. Spatial variability of switch grass (Panicum Virgatum L.) yield as relatead to soil parameters in a small field. Journal of Field Crops Research 101: 232-239.
- Zare Chahouki, M.A. & M. Abasi, 2016. Habitat suitability modeling for Thymus kotschyanus Boiss. Using ecological-niche factor analysis (case study: rangeland of middle Taleghan). Iranian Journal of Medicinal and Aromatic Plants 32 (4): 561-573(In Persian).
- Zheng, J., M. He, X. Li, Y. Chen, X. Li, & L. Liu, 2008. Effect of Salsola Passerine shrub patches on the micro scale heterogeneity of soil in mountain grassland, China. Journal of Arid Environments 72: 150-161.
- Zimmermann, F., V. Lukarevsky S., Beruchashvili, G., Breitenmoser, W. & Breitenmoser, U. 2007. Mapping the vision-potential living space for the leopard in the Caucasus, Cat News, Journal of Special Issue, 2: 28-33.
- Abdollahi, J., H. Naderi., M.R. Mirjalili, & M.S, Tabatabaeezadeh, 2011. Effects of some environmental factors on growth characteristics of stipa barbata species in steppe rangelands of Nodoushan –Yazd. Iranian Journal of Range and Desert Reseach 20(1): 130-144.(In Persian).
- Anderson, R.P., D. Lew, & A.T. Peterson, 2003. Evaluating predictive models of species distributions: criteria for selecting optimal models. Journal of Ecological Modelling 162: 211–232.
- Azarnivand, H. & M.A. Zare Chahouki, 2008. Range Improvement. Tehran University Press. 354 P. (In Persian).
- Bednarek, R., H. Dziadowiec, U. Pokojska, & Z. Prusinkiewicz, 2005. Badania ekologiczno-gleboznawcze (Soil–Ecological Research). PWN, Warszawa.
- Ehsani, A., H. Yeganeh, & H. Barati, 2013. Investigation on the phenology of Stipa barbata in steppe and semi-steppe rangelands of Iran. Iranian Journal of Range and Desert Reseach 20 (3): 599-612(In Persian).
- Farahani, E., A. Shahmoradi, S. Zarekia, & F. Azhir, 2008. Autecology of Stipa barbata in Tehran Province. Iranian Journal of Range and Desert Research 15(1): 86-94(In Persian).
- Farashi, A., M. Kaboli, & M. Karami, 2013. A preliminary survey on raccoon (Procyon lotor (Linnaeus, 1758)). Status as new invasive species in Iran (Case study: Lavandevil wildlife refuge). Journal of Taxonomy and Biosystematics 3(7): 11-14.
- Graham, C.H., S. Ferrier, F. Huettman, C. Moritz, & A.T. Peterson, 2004. New developments in museum-based informatics and applications in biodiversity analysis. Journal of Trends in Ecology & Evolution 19 (9): 497–503.
- Guisan, A. & W. Thuiller, 2005. Predicting species distribution: offering more than simple habitat models. Journal of Ecology letters 8 (9): 993-1009.
- Guisan, A. & N. Zimmermann, 2000. Predictive habitat distribution models in ecology. Journal of Ecological modeling 135: 147-186.
- Hirzel, A.H. & A. Guisan, 2002. Which is the optimal sampling strategy for habitat suitability modeling? Journal of Ecological modeling 157: 331-341.
- Hirzel, A.H., J. Hausser, D. Chessel, & N. Perrin, 2002. Ecological Niche Factor Analysis: How to compute habitat-suitability maps without absence data. Journal of Ecology 73(22): 2027-2036.
- Hirzel, A.H., V. Helfer, & F. Metral, 2001. Assessing habitat-suitability models with a virtual species. Journal of Ecological Modelling 145: 111–121.
- Hirzel, A.H., L.G. Laya, V. Helfera, C. Randina, & A. Guisana, 2006. Evaluating the ability of habitat suitability models to predict species presences. Journal of Ecological Modelling 199: 142-152.
- Hirzel, A.H., V. Helfer, & F. Metral, 2001. Assessing habitat-suitability models with a virtual species.Journal of Ecological Modelling, 145: 111-121
- Jafari, M., M.A. Zare Chahouki., A. Tavili., A. Kohandel., 2005. Soil-vegetation relationships in rangelands of Qom province. Journal of Pajouhesh & Sazandegi 73: 110-116(In Persian).
- Khalsi Ahvazi, L., M.A. Zare Chahouki, H. Azarnivand, & M. Soltani Gerdefaramarzi, 2012. Habitat suitability modelling of Eurotia ceratoides (L.) C.A.M. in north east of Seaman, using ecological niche factor analysis. Journal of rangeland 5 (20): 372-362(In Persian).
- Monsserud, D.M. & R. Leemans, 1992. Comparing Global Vegetation relationships in coastal desert plain of southern Sinai. Journal of Arid Environments55: 607-628.
- Neeti, N., T. Vaclavik & M. Niphadkar, 2007. Potential distribution of Japanese knot weed in Massachusets. ESRI Annual user Conference.
- Phillips, S.J., R.P. Anderson., R.E. Schapire, 2006. Maximum entropy modeling of species geographic distributions. Journal of Ecological Modelling 190: 231–259.
- Richinger, K.H., 1970. Flora Iranica. 70: 391-392.
- Safei, M. & M. Tarkesh Esfehani, 2011. Medicinal plant habitat protection Ferula ovina Boiss using potential habitat modeling (model Proposed ecological niche factor analysis). Journal of Plant Ecosystem Conservation 1(1): 105-121.
- Sangoony, H., H.R. Karimzadeh, M.R. Vahabi, & M. Tarkesh esfahani, 2011. Determining the potential habitat of Astragalus gossypinus Fischer in west region of Isfahan, using Ecological Niche Factor Analysis. Iranian Journal of Applied RS & GIS Techniques in Natural Resource Science 3(2): 1-13.
- Sankary, M.N. 1979. Autecology of Stipa barbataDesf from the Syrian arid zone in comparison withseveral Mediterranean–type arid zone grassspecies. Journal of Arid Environments 23: 251-262.
- Sheikh-Hosseini, A.R. & F. Nourbakhsh, F. 2007. The effect of soil and plant residues on net nitrogen mineralization. Iranian Journal of Pajouhesh & Sazandegi 75: 127-133(In Persian).
- Songlin F, J. Schibig, & Vance, M. 2007. Spatial habitat modeling of American chestnut at Mammoth Cave National Park. Journal of Forest Ecology and Management, 252: 201–207.
- Strubbe, D. & E. Matthysen, 2008. Predicting the potential distribution of invasive ringnecked parakeets Psittacula krameri in northern Belgium using an ecological niche modelling approach، Biological Invasions Online, Available at http://www.springerlink.com/content/nnw78qq86kx0j671/fulltext.pdf. Accessed 1 May 2008.
- Trail, L.W. & R.C. Bigalke, 2006. A presence habitat suitability model for large grazing African ungulates and its utility for wildlife management. Journal of Ecology, 45: 347-354.
- Virgilio, N.D., A. Monti, & G, Venturi, 2007. Spatial variability of switch grass (Panicum Virgatum L.) yield as relatead to soil parameters in a small field. Journal of Field Crops Research 101: 232-239.
- Zare Chahouki, M.A. & M. Abasi, 2016. Habitat suitability modeling for Thymus kotschyanus Boiss. Using ecological-niche factor analysis (case study: rangeland of middle Taleghan). Iranian Journal of Medicinal and Aromatic Plants 32 (4): 561-573(In Persian).
- Zheng, J., M. He, X. Li, Y. Chen, X. Li, & L. Liu, 2008. Effect of Salsola Passerine shrub patches on the micro scale heterogeneity of soil in mountain grassland, China. Journal of Arid Environments 72: 150-161.
- Zimmermann, F., V. Lukarevsky S., Beruchashvili, G., Breitenmoser, W. & Breitenmoser, U. 2007. Mapping the vision-potential living space for the leopard in the Caucasus, Cat News, Journal of Special Issue, 2: 28-33.