Logic Scoring of Preference and Spatial Multicriteria Evaluation in Capability of Natural Resources Conservation

Document Type : Research Paper

Authors

1 Ph.D., College of Natural Resources, Isfahan University of Technology, Iran

2 Assistant Professor, College of Natural Resources, Isfahan University of Technology, Iran

3 Associate Professor, College of Natural Resources, Isfahan University of Technology, Iran

4 Professor, Gorgan University of Agricultural Sciences & Natural Resources, Iran

Abstract

Evaluation of land capability is a way of knowledge of nature and preventing its destruction. The Logic scoring of preference method is one of the new approaches in land evaluation. This method consists of three main components: the attributes tree, the preliminary criteria and the aggregation structure. Criteria and sub-criteria of the conservation model, criteria weightings and standardization functions were determined by the resources reviewing, environmental attributes of the area and consulting with local experts. Then, the decision tree is formed, after that, the sub-criteria, criteria and attributes were weighted. Their replacement capability was determined. Replaceabilityorsimultaneitymeans identifying importance of criteria and sub-criteria in decision making. So, more or less effect of criteria was determined on the final decision by the ranges of positive and negative numbers. Aggregation of criteria and sub-criteria were done by Weighted Average Power Method. Conservation maps were prepared with two scenarios without_with the replaceability criteria. Scenario result of without replaceability shows the region's conservation value better than the replaceability scenario. The research results showed that rivers and aquatic ecosystems, scarce native plants and Mountains with high slope and shallow soil are sensitive to degradation. The proposed GIS-based LSP method is an enhanced MCE approach that represents an excellent tool for discussion and deliberation among stakeholders, decision makers, land-use planners and other experts.

Keywords


Abbasi, M. (2016). Changes in runoff, Soil and nutrient loss in different vegetation cover type in Loess lands (Case study: Kechik watershed, Golestan province). Journal of Water and Soil Conservation, 23(3), pp. 91-109 (in Persian).
Adhami, A., & Akbarzadeh, E. (2011). A Study on the Effective cultural factors involving in protection of the environment in Tehran. Sociological Studies of Youth Journal, 1(1), pp. 113-140 (in Persian).
Ahmadi Dastjerdi, M., Jahani, A., Rezaee, H., & Goshtasb, H. (2018). Habitat suitability modelling of wild Goat (Capra Aegagrus) In Ghamishloo National Park Using Artificial Neural Networks. Animal Environment, 10(3), pp. 29-38 (in Persian).
Akbari, N., Niksokhan, M., & Ardestani, M. (2014). Optimization of Water Allocation using Cooperative Game Theory Case Study: Zayandehrud Basin. Journal of Environmental Studies, 40(4), pp. 875-889 (in Persian).
Asaeda, T., Manatunge, J., Priyadarshana, T. & Park, B. K. (2009). Oceans and Aquatic Ecosystems, chapter:Problems, restoration, and conservation of lakes and rivers.
Askarian, A. (2018). Developing a framework for evaluating and modeling the impacts of land management on agricultural changes. Ph.D. Disertation, Isfahan University of Technology, Iran (in Persian).
Babaoghly, M. (2013). An Overview of the environmental crisis in iran around air pollution and water resources destruction. Economic Journal (Quarterly Review of Economic Issues and Policies), 5, pp. 59-79 (in Persian).
Bagheri, A., Ghorbani, R., Banayan Aval, M., & Schaffner, U. (2014). Effect of different levels of environmental protection on plant species diversity. Agricultural ecology, 6(1), pp. 60-69 (in Persian).
Barati, B., Jahani, A., Zebardast, L., & Rayegani, B. (2017). Integration assessment of the protected areas using landscape ecological approach (Case Study: Kolah Ghazy National Park and Wildlife Refuge). Town and Country Planning, 9(1), pp. 153-168 (in Persian).
Basso, F., Bove, E., Dumontet, S., Ferrara, A., Pisante, M., Quaranta, G. & Taberner, M. (2000). Evaluating environmental sensitivity at the basin scale through the use of geographic information systems and remotely sensed data: an example covering the Agri basin (Southern Italy). Catena, 40(1), pp. 19-35.
Bedisar, S. N., & Ahmadi, S. M. S. (2016). The importance and necessity of environmental protection of rivers. Second Conference on Environmental Science, Engineering and Technologies, Tehran (in Persian).
Collins, M. G., Steiner, F. R., & Rushman, M. J. (2001). Land-use suitability analysis in the United States: historical development and promising technological achievements. Environmental Management, 28(5), pp. 611-621.
Dasmann, R, F. (1984). Environmental conservation. 5th ed,. New York Wiley and Sons.
Dragićević, S., & Hatch, K. (2018). Urban geosimulations with the Logic Scoring of Preference method for agent-based decision-making. Habitat International, 72, pp. 3-17.
Dujmovic, J. J., De Tré, G., & Dragicevic, S.) 2009(. Comparison of multicriteria methods for land-use suitability assessment. Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, pp. 1404-1409.
Dujmović, J. J., & Scheer, D. (2010). Logic aggregation of suitability maps. International Conference on Fuzzy Systems, Barcelona.
Dujmović, J. J., De Tré, G., & Van de Weghe, N. (2008). Suitability Maps Based on the LSP Method. In Torra, V., Narukawa, Y. (eds.) MDAI 2008. LNCS (LNAI), vol. 5285, pp. 15–25. Springer, Heidelberg.
Dujmović, J., & De Tre, G. (2011). Multicriteria methods and logic aggregation in suitability maps. International Journal of Intelligent Systems 26(10). pp. 971–1001.
Dujmović, J. J., & Bai, H. (2006). Evaluation and comparison of search engines using the LSP Method. Computer Science and Information Systems 3(2). 3, pp. 31–56.
Dujmović, J. (2007). Preference logic for system evaluation. IEEE Transactions on Fuzzy Systems, 15(6), pp. 1082–1099.
Dujmović, J. J., & Fang, W. Y. (2004). An empirical analysis of assessment errors for weights and andness in LSP Criteria. In: Torra, V., Narukawa, Y. (eds.) MDAI 2004. LNCS (LNAI), 3131, pp. 139–150.
Dujmović, J. J., & De Tre, G. (2009). Dragićević, S.: comparison of multicriteria methods for landuse suitability assessment. In: European Soc Fuzzy Logic & Technology, Linz.
Ebrahimzadeh, E. (2010). Land use and Environmental Planning in Southeast of Iran. Tehran: Atelaat Institute (in Persian).
Emamgholi, M., Shahedi, K., Farhodi, M., & Khosravi, K. (2014). Study on land-use changes using GIS and RS techniques and economic evaluation compared to soil loss changes. Case study: Azad dam watershed. Natural Ecosystems of Iran, 5(3), pp. 15-28 (in Persian).
Farashidi, A., & Shariati, M. (2013). Zoning Kolah'ghazy National Park using multi-criteria assessment methods. Natural Environment, 57, pp. 75-84 (in Persian).
Fazeli, M., & Salehi, S. (2013). The gap between attitude, knowledge and environmental behavior of tourists. Tourism Management Studies, 8(22), pp. 142-168 (in Persian).
Georges, T. (2001). Cultural development and environment, Tehran: Center for Recognition of Islam and Iran (Open).Translated (in Persian).
Hajizadeh, M., Sayarkhalaj, H., & Shokohifar, K. (2015). Cultural and environmental factors among residents in Yazd. Journal of Socio-Cultural Development Studies, 3(3), pp. 9-32 (in Persian).
Hatch, K., Dragićević, S., & Dujmović, J. (2014). September. Logic scoring of preference and spatial multicriteria evaluation for urban residential land use analysis. In International Conference on Geographic Information Science (64-80). Springer, Cham.
Laurance, W., Alonso. M., & Campbell, P.) 2005(.Challenges for forest conservation in Gabon, Central Africa. Futures, 38, pp. 454-474.
Iranmehr, M., Pourmanafi, S., & Soffianian, A. (2015). Ecological monitoring and assessment of spatial-temporal changes in land cover with an emphasis on agricultural water consumption in zayandeh rood region. Iranian journal of Ecohydrology, 2(1), pp. 23-38 (in Persian).
Jafari, A., Yavari, A., Yarali, N., & Valipour, G. (2010). Representativeness assessment of protected areas network emphasizing plant diversity in Charmahal & Bakhtiari, Iran. Journal of Environmental Studies, 36(54), pp. 77-88 (in Persian).
Jiang, H., & Eastman, J. R. (2000). Application of fuzzy measures in multi-criteria evaluation in GIS. International Journal of Geographical Information Science, 14(2), pp. 173–184.
Jankowski, P., Nyerges, T. L., Smith, A., Moore, T. J., & Horvath, E. (1997(. Spatial group choice: a SDSS tool for collaborative spatial decisionmaking. International Journal of Geographical Information Science, 11(6), pp. 577–602.
Kabeli, M., Karami, M., Behrouz, R., Bani Asadi, S., & Karimi, S. (2009). A survey on factors affecting avifaunal distribution and abundance at Kolah Ghazi national park and mouteh wildife refuge, esfahan province. Journal of Environmental Science and Technology, 11(1), pp. 121-130 (in Persian).
Khawaja al-Din, S, J. (2001). Botanical, kolah ghazy National Park, and Mouteh Wildlife Refuge. Isfahan University of Technology (in Persian).
Makhdoum, M. (2006). The foundation of land planning. Tehran: University of Tehran (in Persian).
Madadi, H., Moradi, H., Fakheran, S., Jokar, M., & Makki, T. (2014). Modeling the propagation of noise pollution from Isfahan’s West ringway in ghamishloo wildlife refuge using SPreAD-GIS. Iranian Journal of Applied Ecology, 3(9), pp. 43-56 (in Persian).
Malczewski, J. (1999). GIS and multicriteria decision analysis. New York: John Wiley & Sons.
Malczewski, J., & Rinner, C. )2015(. Multicriteria decision analysis in geographic information science. New York: Springer.
Makki, T., Fakheran, S., Moradi, H., Iravani, M., & Farahmand, M. (2013). Ecological impact assessment of Isfahan’s West ringway on ghamishloo wildlife refuge using Habitat Evaluation. Iranian Journal of Applied Ecology, 1(2), pp. 39-52 (in Persian).
Moghaddas Jahromi, Z. (2017). The importance and conservation of monuments. Iranian Islamic and Historical Architecture and Urbanism Research Conference, Shiraz (in Persian)..
Montgomery, B., Dragićević, S., Dujmović, J., & Schmidt, M. (2016). A GIS-based Logic Scoring of Preference method for evaluation of land capability and suitability for agriculture. Computers & Electronics in Agriculture, 124, pp. 340-353.
Montgomery, B., & Dragićević, S. (2016). Comparison of GIS‐based Logic Scoring of preference and multicriteria evaluation methods: urban land use suitability. Geographical Analysis. 48 (4), pp 427-447.
 
Nastaran, M., & Hajehforosh Nia, S. (2012). The tourism potential of protected area by using GIS (Case study: Ghamishloo Wildlife Refuge). Geography and Environmental Planning, 23(2), pp. 173-188 (in Persian).
Pour, S., & Saadatyar, S. F. (2012). Analyze and review environmentally attitudes and responsible behavioral intention with regard to environmental citizenship. Development Strategy,29, pp. 197-214 (in Persian).
Rahdari, V. (2017). Multi criteria evaluation methods for user allocation and presentation of optimal model, Case study: Plasjan Sub Basin. Department of Environment, Isfahan University of Technology (in Persian).
Rouhani, F., Jalili, K., & Mokhtari, K. (2006). Quantitative and qualitative determination of water resources based on wildlife needs in Kolah'ghazy National Park. Second Water Resources Management Conference, Isfahan (in Persian).
Safaeian, R. (2015). The role of endemic plants in tourist attraction (Case study: Fars province medicinal plants). First International Conference on Geographical Sciences, Shiraz (in Persian).
Store, R., & Kangas, J. (2001). Integrating spatial multi-criteria evaluation and expert knowledge for gis-based habitat suitability modelling. Landscape and Urban Planning, 55(2), pp. 79–93.
Teimouri, R., Karami, F., Teimouri, Z., & Safdari, A. (2014). Affecting factors in urban historical sites tourism case study: Tabriz Metropolis Historic Market. Urban Tourism, 1(1), pp. 63-78 (in Persian).
Taghvai, M. & Safarabadi A. (2011). The role of urban management in achieving sustainable development of urban tourism in the city of Kermanshah. Arid Regions Geographic Studies, 1(4), pp. 35-52 (in Persian).
Waters, S., & Russell III, W.B. (2012). Monuments all over the world: using historical monuments to teach cultural geography. Social Studies Research & Practice (Board of Trustees of the University of Alabama), 7(3), pp. 33-45.
Yu, J., Chen, Y., Wu, J., & Khan, S. (2011). Cellular automata-based spatial multi-criteria land suitability simulation for irrigated agriculture. International Journal of Geographical Information Science, 25(1), pp. 131–148.
Yavari, A. R. (2002). International year of the mountains and the status of mountainous ecosystems in Iran. Journal of Environmental Studies, 28(30), pp. 87-96 (in Persian).
Yousefi Najafabadi, M. (1996). Investigation of flora and vegetation maping of Qomshloo protected area. Faculty of Science, Department of Biology, Shahid Beheshti University (in Persian).
Volume 12, Issue 1
Spring & Summer
April 2020
Pages 77-99
  • Receive Date: 12 November 2019
  • Revise Date: 01 February 2020
  • Accept Date: 01 February 2020