Determination of Best Supervised Classification Algorithm for Land Use Maps using Satellite Images (Case Study: Baft, Kerman Province, Iran)
Subject Areas : Remote Sensing (RS)
1 - Department of Ecology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman, Iran
Keywords:
Abstract :
Ahmadisani, N., Darvishsefet, A.A., Zobeiri, M. and Farzaneh, A., 2008. Potentiality of ASTER images for forest density mapping in Zagros (case study: Marivan forests). Iranian Jour. Natural Res., 61(3): 603-614. (In Persian).
Alavipana, S.K., 2003. The application of remote sensing in the earth sciences (soil sciences). University of Tehran press., 478 pp. (In Persian).
Alavipana, S.K., Matinfar, H.R., Rafiei Emam, A., 2009. The application of information technology in the earth sciences (on digital soil mapping). University of Tehran press., 457pp. (In Persian).
Alavipanah, S.K., Porbagher, A.M., Khalilpor, S.A., Mashadi, N., 2001. Investigation on vegetation and soil salinity based on remote sensing and geographical information system (Case study; Soor river watershed, Karaj). Desert, 6(1): 69-86.
Alborzi, M., 2007. Neural computing: information (Translation). Sharif University of Technology press., 137pp. (In Persian).
Ariapour, A., Dadrasi Sabzevar, A., Toloee, S., 2013. Estimation of vegetation and land use changes using remote sensing techniques and geographical information system (Case Study: Roodab plain, Sabzevar City). Jour. Rangeland Science., 4(1): 1-13. (In Persian).
Arzani H., Mirakhorlou K.H. and Hosseini S.Z., 2009. Land use mapping using Landsat7 ETM data (Case study in middle catchment’s of Taleghan). Iranian Jour. Range Desert Research, 16(2): 150-160. (In Persian).
Dellepiane, S. G. and Smith, P. C., 1999. Quality assessment of image classification algorithms for land cover mapping: A review and a proposal for a cost-based approach. International Jour. Remote Sensing, 20(8): 1461-1486.
Esmali, A., Abdollahi, K., 2010. Watershed management & soil conservation. University of Mohaghegh Ardabili., 578 pp. (In Persian).
Faramarzi, M., Fathizad, H., Pakbaz, N., Golmohamadi, B., 2013. Application of different methods of decision tree algorithm for mapping rangeland using satellite imagery (Case study: Doviraj catchment in Ilam Province). Jour. Rangeland Science., 3(4): 321-330. (In Persian).
Foody, G. M., 1992. Compensation for chance agreement in image classification for assessment. Photogrammetric Engineering and Remote Sensing., 58, 1459-1460.
Jafari, M., Zehtabian, G.H. and Ehsani, A.H., 2013. Effect of thermal bonding and supervised classification algorithms of satellite data in making land use maps (Case study: Kashan). Iranian Jour. Range Desert Research., 20(1): 72-87. (In Persian).
Lillesand, T.M. and Kiefer, R.W., 2012. Remote sensing & image interpretation. 3th Ed., John Wiley & Sons Inc. New York., 750 pp.
Luciana, P.B., Edward, A., Ellis, B., Gholz, H.L., 2007. Land use dynamics and landscape history in La Montana, Campeche, Mexico. Landscape and Urban Planning. 82: 198-207.
Mazaheri, M. R., Esfandiari, M., Masih Abadi, M.H. and Kamali, A., 2013. Detecting temporal land use changes using remote sensing and GIS techniques (Case study: Jiroft, Kerman Province). Jour. Applied RS & GIS Techniques Natural Resource Science. 4(2): 25-39. (In Persian).
Nasri, M., Sarsangi, A., Yeganeh, H., 2013. Detection of land use changes for thirty years using remote sensing and GIS (Case Study: Ardestan Area). Jour. Rangeland Science. 4(1): 23-33. (In Persian).
Research Systems Institute., 2008. ENVI 4.5 User’s Guide: the environment for visualizing images. Lafayette.
Saffari, M., 2004. Investigating of politics and operation of watershed management, soil and water resources. First National Congress of Watershed Management & Soil and Water Resources, Kerman, 410 pp. (In Persian).
Sanjari, S. and Boroomand, N., 2013. Land use/cover change detection in last three decades using remote sensing technique(Case study: Zarand region, Kerman province). Jour. Applied RS & GIS Techniques in Natural Resource Science., 4(1): 51-67. (In Persian).
Shirazi, M., Zehtabian, G.H., Matinfar, H.R., 2010. Survey of capability of remote sensing indices for enhancement of land cover in arid areas (case study: Najmabad). Iranian Jour. Range Desert Research., 17(2): 256-275. (In Persian).
Shresth, P.D., Zinck, J.A., 2001. Land use classification in mountainous areas (application to Nepal). International Jour. Applied Earth Observation Geo Information., 3 (1): 31- 53.
Srivastava, S.K. and Gupta, R.D., 2003. Monitoring of change in land use/land cover using multisensor satellite data. Map India conference, India., 275 pp.
Vahedi, R., 2001. Utilization of Landsat image in rangeland analysis. M.Sc. thesis of rangeland management. Tehran university., 174 pp. (In Persian).
Yousefi, S., Mirzaee, S., Tazeh, M., Pourghasemi, H., Karimi H., 2015. Comparison of different algorithms for land use mapping in dry climate using satellite images: a case study of the Central regions of Iran. Desert., 20 (1): 1-10. (In Persian).