Investigating the Quantitative Trend of Land Changes in Kermanshah Province (Case Study: Gharesou and Mereg Watershed (in years 1984, 2000, and 2016))
Subject Areas : landuseFatemeh Mardani Yaghouti 1 * , Mehrdad Khanmohammadi 2 , Peyman Karami 3
1 - Msc of Environment science, Faculty of Natural Resources, Guilan University. Iran. *(Corresponding Author)
2 - Assistant Professor, Department of Environmental Sciences, Faculty of Natural Resources, Guilan University. Iran
3 - PhD of Environment science, Faculty of Natural Resources, Malayer University. Iran
Keywords: Landscape changes, land use, Gharesou and Mereg Watershed, Fragmentation, Kermanshah Province,
Abstract :
Background and Objectives: Human activities change land cover at unprecedented speeds and large spatial scales. The rapid changes in ecosystems in recent decades have been more along all the human history and have led to unprecedented changes in ecosystems and environmental performance at local, regional and global scales. This research aims to investigate the process of landscape quantitative changes in Gharesou and Mereg watersheds. Investigation method: For monitoring changes, Landsat satellite imagery of 1984 (TM), 2000 (ETM+) and 2016 (OLI-TIRS) were used. The classification was performed using Artificial Neural Network (ANN) model. Land cover was classified into seven categories. Metrics PLAND, NP (Number of Patch), PD (Patch Density), and ED (Edge Density) at the Level of Class, NP, LPI (Largest Patch Index), CONTAG (Contagion), and SHDI (Shannon's diversity index) were calculated at the level of Landscape for the study area. Results: The results indicate that the highest percentage of the land cover belongs to agricultural lands and then medium rangelands. The numbers of patches of agricultural land in the period of 1984-2004 has increased due to the conversion of rangelands to agricultural lands and then between years 2000-2016 have decreased due to the conversion to medium ranges with a lesser rate. The number of forest patches in the first period has decreased because of conversion to medium rangelands and increased during the second period. Conclusion: The study of the landscape metrics indicates the increase in continuity, the reduction of fragmentation and diversity in the first time period, and in contrast, in the second time period, continuity has decreased and fragmentation and diversity have increased. Given the fact that the process of landscape changes varies over two different periods, it can generally be noted that the fragmentation and diversity of the landscape have declined and the spatial continuity has increased.
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- Brown, G.S., Rettie, W.J. Mallory, F.F., 2006. Application of a variance decomposition method to compare satellite and aerial inventory data: a tool for evaluating wildlife–habitat relationships. Journal of Applied Ecology. Vol. 43(1), pp. 173-184.
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- Lu, D., Weng, Q., 2007. A survey of image classification methods and techniques for improving classification performance. International journal of Remote sensing. Vol. 28(5), pp. 823-870.
- Mas, J.F., Velázquez, A., Díaz-Gallegos, J.R., Mayorga-Saucedo, R., Alcántara, C., Bocco, G., Castro, R., Fernández, T., Pérez-Vega, A., 2004. Assessing land use/cover changes: a nationwide multidate spatial database for Mexico. International Journal of Applied Earth Observation and Geoinformation. Vol. 5(4), pp. 249-261.
- Pelletreau, A., 2004. Pricing soil degradation in uplands, the case of the Houay Pano catchment, Lao PDR. Internship Report. IRD-IWMI-NAFRI, Vientiane, Laos. 64p.
- Ustine, S.L., 2004. Remote sensing for natural resource management and environmental monitoring. John Wiley & Sons, Inc., Hoboken, New Jersey. 3rd Ed. Vol. 4, pp. 522.
- Xiao, D. N., Zhong, L. S. 1998. Ecological principles of landscape classification and assessment. Chinese Journal of Applied Ecology. Vol. 9, pp. 217-231.
- Naveh, Z., Liberman, A., 1984. Landscape ecology: theory and application. Springer-Verlag New York, , Inc. NY, USA.
- Buyantuyev, A., Wu, J., Gries, C., 2010. Multiscale analysis of the urbanization pattern of the Phoenix metropolitan landscape of USA: Time, space and thematic resolution. Landscape and Urban Planning. Vol. 94(3), pp. 206-217.
- Salman Mahiny, A., 2007. Landscape metrics and erosion risk as two classes of quantitative Indicators for rapid environmental impact assessment. Journal of Agricultural Sciences and Natural Resources. Vol. 14(1), pp. 139-150. (In Persian)
- Ben-Dor, E., Chabrillat, S., Demattê, J.A.M., Taylor, G.R., Hill, J., Whiting, M.L. Sommer, S., 2009. Using imaging spectroscopy to study soil properties. Remote Sensing of Environment. Vol. 113, pp. S38-S55.
- Seto, K.C., Woodcock, C.E., Song, C., Huang, X., Lu, J., Kaufmann, R.K., 2002. Monitoring land-use change in the Pearl River Delta using Landsat TM. International Journal of Remote Sensing. Vol. 23(10), pp. 1985-2004.
- Deng, J.S., Wang, K., Hong, Y., Qi, J.G., 2009. Spatio-temporal dynamics and evolution of land use change and landscape pattern in response to rapid urbanization. Landscape and urban planning. Vol. 92(3-4), pp. 187-198.
- Alphan, H., Çelik, N., 2014. Mapping spatial variations of land cover in a coastal landscape using pattern metrics. Procedia-Social and Behavioral Sciences. Vol. 120, pp. 23-30.
- Arekhi, S., Fathizad, H., 2014. Analyzing landscape degradation using landscape ecological metrics, remote sensing and GIS (Case study: Doiraj watershed, Ilam province). Iranian Journal of Rangeland and Desert Research. Vol. 21(3), pp. 466-481. (In Persian)
- Salajeghe, B., Monavari, S.M., Karbassi, A., Khorasani, N., Shariat, S.M., 2011. Study on Land Degradation in Kish Island Using Landscape Metrics and Changes Detection. Environmental Researches. pp. 99-110. (In Persian)
- Zeinivand, H., 2015. Analysis of the effects of precipitation amounts on daily runoff in Gharesou basin in Kermanshah Province. Iran. Iranian Journal of EcoHYDROLOGY. Vol. 1(2), pp. 143-152.
- Matkan, A., Zeinivand, H., Bayat, B., Ghafouri Roozbahani, A., Mirbagheri, B., 2011. Simulation of Daily Stream Flow and the Effects of Land Use Changes Using WetSpa Model in GIS (Case Study: Mereg Watershed, Kermanshah Province, Iran). Iranian Journal of Remote Sencing & GIS. Vol. 4(1), pp. 1-18. (In Persian)
- Hosseini, M., Ghafouri, A.M., Bayat, B., 2012. Water balance simulation in Karkheh River Basin. Final Report of Research Project, Soil Conservation and Watershed Management Research Institute, Tehran, Iran, 83 p. (In Persian)
- Maleki, A., Hesadi, H., Naderian, P., 2009. Site Selection of Artificial Rechange of Mereg Watershed Aquifer. Geographical Research. Vol 24(1), pp. 53-78. (In Persian)
- Barati GHahfarokhi, S., Soltani , S., KHajeddin , S.J., Rayegani, B., 2009. Investigation of Land Use Changes in Qale Shahrokh Basin Using Remote Sensing (1975 - 2002). Journal of Science and Technology of Agriculture and Natural Resources. Vol. 13(47), pp. 349-365. (In Persian)
- Arekhi, S., Fathizad, H., 2014. Evaluating the Efficiency of Four Artificial Neural Network Methods in Preparing Land Cover/Land Use Map Using ETM+ Data Case study: Doiraje, Mehran and Sarableh. Geography and Development Iranian Journal. Vol. 12(37), pp. 133-146. (In Persian)
- Lu, D., Mausel, P., Brondizio, E., Moran, E., 2004. Change detection techniques. International journal of remote sensing. Vol. 25(12), pp. 2365-2401.
- Rafii, Y., Malekmohammadi, B., Abkar, A., Yavari, A., Ramezani Mehrian, M., Zohrabi, H., 2011. Environmental Change Detection of Wetlands and Protected Areas Using Multi Temporal Images of TM Sensor (Case Study: Neyriz Wetland, Iran). Journal of Environmental Studies. Vol. 37(57), pp. 1-12. (In Persian)
- McGarigal, K., Marks, B.J., 1995. FRAGSTATS: spatial pattern a Zohrabi nalysis program for quantifying landscape structure.
- Weng, Y.C., 2007. Spatiotemporal changes of landscape pattern in response to urbanization. Landscape and urban planning.Vol. 81(4), pp. 341-353.
- Başkent, E.Z., Kadioğullari, A.I., 2007. Spatial and temporal Dynamics of land use pattern in Turkey: A case study in İnegöl. Landscape and Urban Planning. Vol. 81(4), pp. 316-327.
- Huang, J., Lin, J., Tu, Z., 2010. Detecting spatiotemporal change of land use and landscape pattern in a coastal gulf region, southeast of China. Environment, Development and Sustainability. Vol. 12(1), pp. 35-48.
- Arekhi, S., 2015. Application of Landscape Metrics in Assessing Land Use Changes' Trend by Using Remote Sensing and GIS Case study: Dehloran Desert Area. Geography and Development Iranian Journal. Vol. 13(40), pp. 59-68. (In Persian)
- Bihamta Toosi, N., Safianian, A., Fakheran, S., 2014. Analysis of Land Cover Changes in the Central Part of Isfahan (Iran) Using Landscape Metrics. Iranian Journal of Applied Ecology. Vol. 2 (6), pp. 77-88. (In Persian)
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- Wu, J., 2000. Landscape ecology: Pattern, process, scale and grade, Beijing: Higher Education Press.
- Pabbot, H., 1969. Iran rangelands rehabitation and improve by botanical and ecological studies. translated by sheidaei, G. Natural resource Ministry publishing. Tehran. 219 p.
- Ggeitury, M., Ansari, N., Sanadgool, A., Heshmati, M., 2006. The effective factores of destruction in Kermanshah rangelands. Iranian Journal of Rangeland and Desert Research. Vol. 13(4), pp. 314-323. (In Persian)
- Mosayebi, M., Maleki, M., 2014. Change detection in land use using remote sensing data and GIS (Case study: Ardabil county). Journal of RS and GIS for Natural Resources. Vol. 5(1), pp. 75-86. (In Persian)
- Meshkini, A., Sajadi, J., Tafakori, A., 2011. The Effect of Public Lands and Housing Assignment Policy on Physical Development of Iran Cities (Case Study: Kermanshah City). Geography and Development Iranian Journal. Vol. 9(23), pp. 47-67. (In Persian)
- Brown, G.S., Rettie, W.J. Mallory, F.F., 2006. Application of a variance decomposition method to compare satellite and aerial inventory data: a tool for evaluating wildlife–habitat relationships. Journal of Applied Ecology. Vol. 43(1), pp. 173-184.