Document Type : Research Paper

Authors

Abstract

This research was aimed to modeling the habitat suitability for plant species in southern rangelands of Golestan province by ENFA method with Biomapper software. For this purpose, the spatial data of species presence and environmental conditions were used to identify the suitable sites for the study species and their habitat requirements. For vegetation sampling in each vegetation type, three 50-meter transects were established, along which measurements were performed within 10 plots with five-meter intervals. The plot size was calculated to be 1m2. In each vegetation type, soil sampling was done at 0-30 cm depth. Then data were entered to the Biomapper software and the middle algorithm and harmonic algorithm were used to produce the habitat suitability map. The kappa coefficient was used to check the conformity of the predicted map with actual vegetation map. The kappa coefficient was calculated to be 0.57, 0.70, 0.58, and 0.50 for Artemisia aucheri, Festuca ovina-Astragalus gossypinus, Bromus tomentellus, and Bromus tomentellus- Festuca ovina, respectively. According to the obtained results, the most important environmental factors affecting plant species in the study vegetation types were as follows: clay content and slope (A. aucheri); sand content and altitude (F.ovina-A.gossypinus); sand content and northwest aspect (B.tomentellus); sand content, altitude and organic carbon (F.ovina-A.gossypinus). The models developed in this study can be used to identify suitable areas for range improvement practices.

Keywords

Ahmadi, H., Kamali, N., Salajeqe, A. and Jaffari, M., 2010. Investigation on some environmental factors influencing distribution of plant species (Case study:Ghara Aghach watershed, Semirom, Iran). Watershed Management Researches  Journal, Pajouhesh & Sazandegi, 88: 55-63.
Behmanesh, B., Heshmati, Gh. A. and Baghani, M., 2008. Assessment medical plant diversity of Chahar Bagh mountainous rangelands in Golestan province. Iranian Journal of rangeland, 2:141-150.
Boyce, M ., 2006. Scale for resource selection functions. Diversity Distribution. Journal compilation Blackwell Publishing Ltd, 12:269–276.
Boyce, M., Vernier, P., Nielsen, S. and Schmiegelow, F., 2002. Evaluating resource selection functions. Ecological Modelling Journal, 157: 281–300.
Fairchild, J. A. and Brother son, J. D., 1980. Microhabital  relationship of six major shrubs in Navajo National  Monument, Arizonal. Journal of Range Management, 33: 150-156.
Fahimipour, E., Zare Chahuki, M. A.  and Tavili, A., 2010. Investigation on some environmental factors influencing distribution of plant species (Case study: Taleghan rangeland). Rangeland Journal, 1: 23-32.
Guisan, A., Lehmann, A., Ferrier, S. M., Overton, J .M. C. C., Aspinall, R. and Hastie,T., 2006. Making better  biogeographical predictions of species' distributions. Journal of Applied Ecology, 43 (3): 386-392.
Hirzel, A. H., Helfer,V. and Metral, F., 2001. Assessing habitat-suitability models with a virtual species. Ecological Modelling Journal, 145: 111-121.
Hirzel, A. H., Hausser, J., Chessel, D. and Perrin, N., 2002. Ecological Niche Factor Analysis: How to compute habitat-suitability maps without absence data?. Ecology Journal, 83(7): 2027-2036.
Hirzel, A. H., Laya, G.L., Helfera,V., Randina, C. and Guisana, A., 2006. Evaluating the ability of habitat suitability models to predict species presences. Ecological Modeling Journal, 199:142-152.
Jensen, M., 1990. Interpertation of environmental gradients which influence sagebush community distribution Nevada. J. Range Management, 43: 161-166.
Khalasi. L.,  zare chahouki. M. A., azarnivand, H. and soltani. M., 2011. Utility habitat modeling Eurotiaceratoides (L.) C.A.M.Application ENFA Pastures in North East Semnan. Journal of Rangeland, 4: 362-373.
Miller, J., Franklin, J. and Aspinall, R., 2007. Incorporating spatial dependence in predictive vegetation models. Ecological Modelling, 20: 225-242.
Mostafavi, M., Alizadeh, A. and Kabolii, M., 2010. Habitat suitability mapping in the spring and summer of Pazanan Lar National Park, natural resources. Science and Technology, 5(2):111-121.
Neeti, N., Vaclavik ,T. and Niphadkar,M., 2007. Potential distribution of Japanese knot weed in Massachusets. ESRI Annual user Conference.
Pebesma, E. J., Duin, R. N. M. and Burrough, P. A., 2005. Mapping sea bird densities over the North Sea:spatially aggregated estimates and temporal changes. Environmetrics journal, 16(6): 573-587.
Rangel, T. F. L. V. B., Diniz-Filho, J. A. F. and Bini, L. M., 2006. Towards an integrated computational tool for spatial analysis in macro ecology and biogeography. Global Ecology & Biogeography, 15(7): 321-327.
Sangouni. H., 2011. Determine potential habitat Astragalus gossypinus in Esfahan province. Master's thesis, Department of Natural Resources. Isfahan University of Technology,180p.
Tahmasebi, P., 2010. Ordination book, Publications of Shahrekord university.300p.
Trethowan, P. D., Robertsonb, M. P. and McConnachiec,A. J., 2011. Ecological niche modelling of an invasive alien plant and its potential biological control agents. South African Journal of Botany, 77: 137-146.
Wahba, S. A., Abdel Rahman ,S. I., Tayel Cairo, M. Y. and Matyn, M. A., 1990. Soil moisture, salinity, water use efficiency and sunflower growth as influenced by irrigation bitumen mulch and plant density. Soil Technology, 3(1): 33-44.
Xuezhi, W., 2008. Application of ecological-niche factor analysis in habitat assessment of giantpandas. Acta Ecologica Sinica,  28(2):821–828.
Wolmarans, R., Robertson, M. P. and Van Rensburg, B. J., 2010. Predicting invasive alien plant distributions: how geographical bias in occurrence records influences model performance. Journal of Biogeography, 37(9):1629-1834.
Zare Chahouki, M. A., Khalasi Ahvazi , L. and Azarnivand, H., 2010. Environmental factors affecting ribution of vegetation communities in Iranian Rangelands. Journal of  Vegetos, 23 (2): 1-15.