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Original Articles

Classification of Landsat Thematic Mapper imagery for land cover using neural networks

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Pages 2075-2084 | Received 24 Aug 2006, Accepted 27 Mar 2007, Published online: 03 Apr 2008

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Marwa Waseem A. Halmy & Paul E. Gessler. (2015) The application of ensemble techniques for land-cover classification in arid lands. International Journal of Remote Sensing 36:22, pages 5613-5636.
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O. Arslan. (2009) A novel confidence estimation method for neural networks in multispectral image classification. International Journal of Digital Earth 2:4, pages 343-358.
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Articles from other publishers (15)

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Wanliu Mao, Debin Lu, Li Hou, Xue Liu & Wenze Yue. (2020) Comparison of Machine-Learning Methods for Urban Land-Use Mapping in Hangzhou City, China. Remote Sensing 12:17, pages 2817.
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Ştefan Conţiu & Adrian Groza. (2016) Improving remote sensing crop classification by argumentation-based conflict resolution in ensemble learning. Expert Systems with Applications 64, pages 269-286.
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Ioan Ianoş, Igor Sîrodoev, Gabriel Pascariu & Geoffrey Henebry. (2016) Divergent patterns of built-up urban space growth following post-socialist changes. Urban Studies 53:15, pages 3172-3188.
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Antonio Novelli, Eufemia Tarantino, Grazia Caradonna, Ciro Apollonio, Gabriella Balacco & Ferruccio Piccinni. 2016. Computational Science and Its Applications – ICCSA 2016. Computational Science and Its Applications – ICCSA 2016 420 432 .
G. Saponaro, P. Kolmonen, J. Karhunen, J. Tamminen & G. de Leeuw. (2013) A neural network algorithm for cloud fraction estimation using NASA-Aura OMI VIS radiance measurements. Atmospheric Measurement Techniques 6:9, pages 2301-2309.
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Pasquale Sellitto, Fabio Del Frate, Domenico Solimini & Stefano Casadio. (2012) Tropospheric Ozone Column Retrieval From ESA-Envisat SCIAMACHY Nadir UV/VIS Radiance Measurements by Means of a Neural Network Algorithm. IEEE Transactions on Geoscience and Remote Sensing 50:3, pages 998-1011.
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Duong Dang Khoi & Yuji Murayama. 2012. Progress in Geospatial Analysis. Progress in Geospatial Analysis 125 141 .
M. Ghaemi, S.H. Sanaeineja & A. Astaraei. (2011) Vegetation Cover Assessment Based on Soil Properties in Arid and Semi-arid Areas using Landsat Images: A Case Study in Neyshaboor Area. Asian Journal of Plant Sciences 11:1, pages 9-18.
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Stien Heremans, Bert Bossyns, Herman Eerens & Jos Van Orshoven. (2011) Efficient collection of training data for sub-pixel land cover classification using neural networks. International Journal of Applied Earth Observation and Geoinformation 13:4, pages 657-667.
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Guoyin Cai, Mingyi Du & Yang Liu. (2011) Detection of land cover change in Beijing from TM images. Detection of land cover change in Beijing from TM images.
Paul M. Mather & Magaly Koch. 2011. Computer Processing of Remotely‐Sensed Images. Computer Processing of Remotely‐Sensed Images 389 427 .
Qingshui Lu, Qiao Chen, Xiong Hou, Xiaoli Bi & Zhiping Zhao. (2010) Using local knowledge to map crop types and other land use/cover types with a limited number of TM images in Shandong Peninsula, China. Using local knowledge to map crop types and other land use/cover types with a limited number of TM images in Shandong Peninsula, China.
George P. Petropoulos, Krishna Prasad Vadrevu, Gavriil Xanthopoulos, George Karantounias & Marko Scholze. (2010) A Comparison of Spectral Angle Mapper and Artificial Neural Network Classifiers Combined with Landsat TM Imagery Analysis for Obtaining Burnt Area Mapping. Sensors 10:3, pages 1967-1985.
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Taskin Kavzoglu. (2009) Increasing the accuracy of neural network classification using refined training data. Environmental Modelling & Software 24:7, pages 850-858.
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