Locating Ornamental and Medicinal Saffron Cultivation Based on AHP Analysis in GIS Environment in Ardabil Province
الموضوعات : مجله گیاهان زینتیVahid Ashrafi 1 , Bahram Mirshekari 2 , Shahryar Dashti 3 , Ebrahim Khalilvand 4 , Salim Farzaneh 5
1 - Ph.D Student of Agronomy, Faculty of Agriculture, Tabriz Branch, Islamic Azad University, Tabriz, Iran
2 - Department of Agronomy and Plant Breeding, Tabriz Branch, Islamic Azad University, Tabriz, Iran
3 - Department of Agronomy, Maraghe University, Maragheh, Iran
4 - Department of Agronomy and Plant Breeding, Tabriz Branch, Islamic Azad University, Tabriz, Iran
5 - Department of Agronomy, Mohaghegh Ardabili University, Ardabil, Iran
الکلمات المفتاحية: Multi-criteria, zoning, Spatial analysis, decision-making, Land capability,
ملخص المقالة :
The ornamental and medicinal saffron with high economic value encompasses a great share of non-oil exports in Iran. As a result, identification of suitable areas for saffron cultivation in Ardabil province located in northwestern part of Iran necessitate effective planning for expanding cultivation and production of this product. Given the effect of various environmental factors on growth and yield of saffron, land evaluation process requires comprehensive spatial and descriptive information for cultivation of this plant. Geographic Information Systems (GIS) allows taking advantage of this type of data and facilitates spatial analysis of collected data based on identified models. In this study, Multi-criteria Decision-making (MCDM) and Analytic Hierarchy Process (AHP) methods were used based on environmental ecological needs for saffron cultivation. Modeling and spatial analysis of data layers were performed in ArcGIS software. Research methods encompass data collection and entry, statistical calculations and analyses, criteria clustering and valuation, spatial modeling and integration of diverse information. Accordingly, land capability of Ardabil province was assessed for saffron cultivation. Final zoning map was prepared. The results showed effectiveness of hierarchical analysis in assessment of land capability for cultivation of saffron. According to this criteria, Ardabil province was divided into four parts as follows: 19.8 % of this province had highly suitable capability (355429.8 ha), 26.7 % had suitable capability (479291.7 ha), 29.3 % had moderate suitability (525964.3 ha) and 24.2 % had no suitability in cultivation of this plant (434414.2 ha). As a result, it is recommended to cultivate saffron in northern part of Ardebil (Moghan).
Akıncı, H., Ozalp, A.Y. and Turgut, B. 2013. Agricultural land use suitability analysis using GIS and AHP technique. Computers and Electronics in Agriculture, 97: 71–82.
Alavi-Shahri, H., Mahajeri, M. and Falaki, M.A. 1994. Effects of plant density on saffron yield. Abstracts of the Second National Symposium on Saffron and Medicinal Plants. 8-9 November 1994, Gonabad, Iran.
Alavi-Zadeh, S.A.M., Monazzam Esmaeelpour, A. and Hosseinzadeh Kermani, M. 2013. Possibility study of areas with potential cultivation of saffron in Kashmar plain using GIS. Saffron Agronomy and Technology, 1: 71-95.
Alizadeh, A., Sayari, N., Ahmadian, J. and Mohamadian, M. 2009. Study for zoning the most appropriate time of irrigation of saffron (Crocus sativus) in Khorasan Razavi, north and southern provinces. Journal of Water and Soil, 23: 109-118.
Amirghassemi, T. and Iranshahi, A. 2008. Saffron the red gold of Iran. 1th ed., Ayandegan Publication, Tehran.
Azizi-Zohan, A.A., Kamgar-Haghighi, A.A. and Sepaskhah, A.R. 2009. Saffron (Crocus sativus L.) production as influenced by rainfall, irrigation method and intervals. Archive of Agronomy and Soil Science, 55: 547-555.
Azizur Rahman, M., Bernd Rusteberga, R.C., Gogub, J.P., Lobo Ferreirac, M. and Sautera, M. 2012. A new spatial multi-criteria decision support tool for site selection for implementation of managed aquifer recharge. Journal of Environmental Management, 99: 61–75.
Benschop, M. 1993. Crocus. In the physiology of flower bulbs; Chap. 19. de Hertog, A.; Le Nard,M.; Eds.; Elsevier Publishers: Amsterdam, The Netherlands.
Boroushaki, S. and Malczewski, J. 2008. Implementing an extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in Arc GIS. Computers and Geosciences, 34: 399-410.
Bunruamkaew, K. and Murayam, Y. 2011. Site suitability evaluation for ecotourism using GIS & AHP: a case study of Surat Thani province, Thailand. Procedia, 21: 269–278.
Chen, H., Liu, G., Yang, Y., Ye, X. and Shi, Z. 2010. Comprehensive evaluation of tobacco ecological suitability of Henan province based on GIS. Agriculture Science China, 9 (4): 583–592.
Chen, J. and Zhu, Q. 2010. Uncertainty and decision strategy analysis of GIS-based ordered weighted averaging method. International Conference on Information, Networking and Automation (ICINA), Kunming. pp. 375-379.
Deep, S. and Saklani, A. 2014. Urban sprawl modeling using cellular automata. Egyptian Journal of Remote Sensing and Space, 17 (2): 179–187.
Eftekharzadeh-Maraghei, M.S. 1994. Investigating interaction effect of irrigation frequency and different rates of nitrogen fertilizer on saffron production in Maragheh. Research Report, 114.
Farajzadeh, M., Mirza Bayati, R., Rahimi, M. and Amiri, R. 2007. Preparation of saffron cultivation suitability map based on the comparison of different weighting methods in GIS environment. Map Asia Publication. Available from: http://geospatialworld.net/Paper/Application/ ArticleView.aspx?aid=219
Feizizadeh, B. and Blaschke, T. 2013. Landslide susceptibility mapping for the Urmia Lake Basin, Iran: A multi-criteria evaluation approach using GIS. International Journal of Environmental Research, 56: 1-23.
Feizizadeh, B., Jankowski, P. and Blaschke, T. 2014. A GIS based spatially-explicit sensitivity and uncertainty analysis approach for multi-criteria decision analysis. Computers and Geosciences, 64: 81–95.
Gorsevski, P.V., Jankowski, P. and Gessler, P.E. 2006. A Heuristic approach for mapping landslide hazard by integrating fuzzy logic with analytic hierarchy process. Control and Cybernetics, 35: 121-146.
Hossain, M.S. and Das, N.G. 2010. GIS-based multi-criteria evaluation to land suitability modelling for giant prawn (Macrobrachium rosenbergii) farming in Companigonj Upazila of Noakhali, Bangladesh. Computers and Electronics in Agriculture, 70: 172- 186.
Javadian, M., Shamskooshki, H. and Momeni, M. 2011. Application of sustainable urban development in environmental suitability analysis of educational land use by using AHP and GIS in Tehran. Procedia Engineering, 21: 72–80.
Kafi, M. 2006. Saffron ecophysiology. In: Kafi, M., A. Koocheki, M.H. Rashed, M. Nassiri, (Eds.), Saffron (Crocus sativus L.) production and processing. Science Publishers, Enfield.
Kamkar, B., Dorri, M.A. and Teixeira da Silva, J.A. 2014. Assessment of land suitability and the possibility and performance of a canola (Brassica napus L.) – soybean (Glycine max L.) rotation in four basins of Golestan province, Iran. Egyptian Journal of Remote Sensing and Space, 17 (1): 95–104.
Khahro, S.H., Matori, A.N., Chando, I.A. and Talpur, M.A.H. 2014. Land suitability analysis for installing new petrol filling stations using GIS. Procedia Engineering, 77: 28–36.
Mashayekhi, K., Kamkar, B. and Soltani, A. 2006. The Effect of corm weight and environmental temperature on flowering behavior of saffron (Crocus sativus). In proceedings of 2nd International Symposium on Saffron Biology and Technology. 28-30 October, Mashhad, Iran.
Meng, Y., Malczewski, J. and Boroushaki, S. 2011. A GIS- based multi-criteria decision analysis approach for mapping accessibility patterns of housing development sites: A case study in Canmore, Alberta. Journal of Geographic Information Systems, 3; 50-61.
Meteorological Organization of Iran, 2015. Available from http://www.irimo.ir/far/services/climate. Accessed 21th October 2015.
MANR Ministry of Agriculture and Natural Resources. 2013. Land use land cover mapping for Iran, Tehran, Iran. Marinoni, O., 2004. Implementation of the analytical hierarchy process with VBA in ArcGIS. Computers and Geosciences, 30: 637-646.
Nekhay, O., Arriaza, M. and Guzman-Alvarez, J.R. 2008. Spatial analysis of the suitability of olive plantations for wildlife habitat restoration. Computers and Electronics in Agriculture, 65: 49-64.
Rashed-Mohassel, M.H. 2006. Saffron botany. In: Saffron (Crocus sativus) (pp. 21-34). CRC Press.
Razavi, B.M. and Hosseinzadeh, H. 2015. Saffron (Crocus sativus) production and processing. Science Publishers, Enfield.
Roig-Tierno, N., Baviera-Puig, A., Buitrago-Vera, J. and Mas-Verdu, F. 2013. The retail site location decision process using GIS and the analytical hierarchy process. Applied Geography, 40: 191–198.
Saaty, T.L. 1977. A scaling method for priorities in hierarchical structures. Journal of Mathematical Psychology, 15, 234–281.
Saaty, T.L. 1980. The analytic hierarchy process. New York: Mc Graw Hill.
Saaty, T.L. and Vargas, L.G. 1991. Prediction, projection and forecasting. Dordrecht: Kluwer.
Sadeghi, S. M., Dehnadi-Moghaddam, G. and Dooroodian, H. 2014. Evaluation of effects of date, depth and corm sowing distance on corms growth and stigma yield of saffron (Crocus sativus L.) in Langarood, Guilanprovince. Saffron Agronomy and Technology, 2: 137- 144.
Sepaskhah, A.R. and Kamgar-Haghighi, A.A. 2009. Saffron irrigation regime. International Journal of Plant Production, 3: 1-16.
Shokati, B., Asgharipoura, M.R., Ghanbaria, A. and Feizizadeh, B. 2016. Suitability assessment of saffron cultivation using GIS based multi-criteria decision analysis approach; study area: East-Azerbaijan province. Desert, 21(2):115-131.
Triantaphyllou, E. and Mann, S.H. 1995. Using the analytic hierarchy process for decision making in engineering applications: some challenges. International Journal of Industrial Engineering: Theory, Applications and Practice, 2 (1): 35–44.
Vukicevic, J.S. and Nedovic-Budic, Z. 2012. GIS based multi criteria analysis in integration of SEA process in to planning, case study: South west region, Republic of Ireland. Interventional Journal of Environmental Research, 6: 1053-1066.
Wolch, J.R., Byrne, J. and Newell, J.P. 2014. Urban green space, public health, and environmental justice: The challenge of making cities ‘just green enough’. Landscape and Urban Planning, 125: 234-244.