Post-classification corrections in improving the classification of Land Use/Land Cover of arid region using RS and GIS: The case of Arjuni watershed, Gujarat, India

Abd EI-Kawy, 2011, Land Use and Land Cover change detection in western Nile Delta of Egypt using Remote Sensing Data, Appl. Geogr., 11, 483, 10.1016/j.apgeog.2010.10.012 Alphan, 2003, Land use changes and urbanization in Adana, Turkey, Land Degrad. Dev., 14, 575, 10.1002/ldr.581 Alrababah, 2006, Land Use/Cover classification of arid and semi-arid Mediterranean landscapes using Landsat ETM, Int. J. Remote Sens., 27, 2703, 10.1080/01431160500522700 Barkhordari, 2012, Using post-classification enhancement in improving the classification of Land Use/Land Cover of arid region (A case study in Pishkoush Watershed, Center of Iran), J. Range Sci., 2, 459 Carr, 1999, Classification of digital image texture using variograms, 135 Chen, 2002, The effect of training strategies on supervised classification at different spatial resolutions, Photogramm. Eng. Remote Sens., 68, 1155 Csaplovics, 1998, High resolution space imagery for regional environmental monitoring – status quo and future trends, Int. Arch. Photogramm. Remote Sens., 32, 211 2005 Dietterich, 1998, Approximate statistical tests for comparing supervised classification learning algorithms, Neural Comput., 10, 1895, 10.1162/089976698300017197 Dutta, D., Narasimhan, S., Sharma, J. R., Adiga, S., 2003. Remote sensing based rapid watershed health appraisal – a case study of NWDPRA watershed of Rajasthan. In: Water resources: Map India, 2003 Conference. Eiumnoh, 2000, Application of DEM data to Landsat image classification: Evaluation in a tropical wet-dry landscape of Thailand, Photogramm. Eng. Remote Sens., 66, 297 El-Asmar, 2013, Surface area change detection of the Burullus Lagoon, North of the Nile Delta, Egypt, using water indices: a remote sensing approach, Egypt. J. Remote Sens. Space Sci., 16, 119 El-Hattab, 2016, Applying post classification change detection technique to monitor an Egyptian coastal zone (Abu Qir Bay), Egypt. J. Remote Sens. Space Sci., 19, 23 Fashi, 2000, Incorporation of digital elevation models with Landsat-TM data to improve land cover classification accuracy, For. Ecol. Manag., 128, 57, 10.1016/S0378-1127(99)00272-8 Foody, 2002, Status of land covers classification accuracy assessment, Remote Sens. Environ., 80, 185, 10.1016/S0034-4257(01)00295-4 Foody, 2004, Thematic map comparison: evaluating the statistical significance of differences in classification accuracy, Photogramm. Eng. Remote Sens., 70, 627, 10.14358/PERS.70.5.627 Franklin, 2000, Incorporating texture into classification of forest species composition from airborne multispectral images, Int. J. Remote Sens., 21, 61, 10.1080/014311600210993 Franklin, 1992, A three stage classifier for remote sensing of mountain environment, Photogramm. Eng. Remote Sens., 58, 449 Ganaie, 2013, Delineation of flood prone area using Normalized Difference Water Index (NDWI) and transect method: a case study of Kashmir Valley, Int. J. Remote Sens. Appl., 3, 53 Hathout, 2002, The use of GIS for monitoring and predicting urban growth in East and West St Paul, Winnipeg, Manitoba, Canada, J. Environ. Manage., 66, 229, 10.1016/S0301-4797(02)90596-7 Hazarika, 2015, Assessing land-use changes driven by river dynamics in chronically flood affected Upper Brahmaputra plains, India, using RS-GIS techniques, Egypt. J. Remote Sens. Space Sci., 18, 107 Herold, 2003, The spatiotemporal form of urban growth measurement, analysis and modelling, Remote Sens. Environ., 86, 286, 10.1016/S0034-4257(03)00075-0 Hutchinson, 1982, Techniques for combining Landsat and ancillary data for digital classification improvement, Photogramm. Eng. Remote Sens., 48, 123 Jain, 2005, Delineation of flood-prone areas using remote sensing technique, Water Resour. Manag., 19, 337, 10.1007/s11269-005-3281-5 1996 Jones, 1988, Use of digital terrain data in the interpretation of SPOT-1 HRV multispectral imagery, Int. J. Remote Sens., 9, 669, 10.1080/01431168808954885 Lambin, 2003, Dynamics of land use and cover change in tropical regions, Annu. Rev. Environ. Resour., 28, 205, 10.1146/annurev.energy.28.050302.105459 López-Granados, 2013, Linking geomorphologic knowledge, RS and GIS techniques for analyzing land cover and land use change: a multitemporal study in the Cointzio watershed, Mexico, Ambi-Agua Taubaté, 8, 18 Lu, 2007, A survey of image classification methods and techniques for improving classification performance, Int. J. Remote Sens., 28, 823, 10.1080/01431160600746456 Manandhar, 2009, Improving the accuracy of land use and land cover classification of land sat data using post-classification enhancement, Remote Sens., 1, 330, 10.3390/rs1030330 McFeeters, 1996, The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features, Int. J. Remote Sens., 17, 1425, 10.1080/01431169608948714 McFeeters, 2013, Using the Normalized Difference Water Index (NDWI) within a geographic information system to detect swimming pools for mosquito abatement: a practical approach, Remote Sens., 5, 3544, 10.3390/rs5073544 Mesev, 1998, The use of census data in urban image classification, Photogramm. Eng. Remote Sens., 64, 431 Northcutt, 1991, 125 Pal, 2006, Some issues in the classification of DAIS hyperspectral data, Int. J. Remote Sens., 27, 2895, 10.1080/01431160500185227 Phukan, 2013, Land use land cover change detection using remote sensing and GIS techniques – a case study of Golaghat District of Assam, India, Int. Res. J. Earth Sci., 1, 11 Poyatos, 2003, Land Use and Land Cover change after farmland abandonment – the case of a Mediterranean mountain area (Catalan Pre-Pyrenees), Mt. Res. Dev., 23, 362, 10.1659/0276-4741(2003)023[0362:LUALCC]2.0.CO;2 Rawat, 2015, Monitoring land use/cover change using remote sensing and GIS techniques: a case study of Hawalbagh block, district Almora, Uttarakhand, India, Egypt. J. Remote Sens. Space Sci., 18, 77 Reis, 2008, Analyzing Land use/land cover changes using remote sensing and GIS in Rize, North-East Turkey, Sensors, 8, 6188, 10.3390/s8106188 Ricchetti, 2000, Multispectral satellite image and ancillary data integration for geological classification, Photogramm. Eng. Remote Sens., 66, 429 Rocha, J., Sousa, P.M., Tenedorio, J.A., Encarnação, S., 2005. Land use/cover maps by RS and ancillary data integration in a GIS environment. Global developments in environmental earth observation from space. In: Proceedings of the 25th EARSeL Symposium, Porto, Portugal. Saha, 2005, Land cover classification using LISS-III image and DEM in rugged Terrain: a case study of Himalayas, Geocarto Int., 20, 33, 10.1080/10106040508542343 Sarkar, A., Jain, S., 2008. Using Remote Sensing data to study wetland dynamics – a case study of Harike Wetland. In: Proceeding of the 12th World Lake Conference. pp. 680–684. Serra, 2008, Land Cover and Land Use change in a Mediterranean landscape: a spatial analysis of driving forces integrating biophysical and human factors, Appl. Geogr., 28, 189, 10.1016/j.apgeog.2008.02.001 Shalaby, 2007, Remote Sensing and GIS for mapping and monitoring land cover and land use changes in the north western coastal zone of Egypt, Appl. Geogr., 27, 28, 10.1016/j.apgeog.2006.09.004 Shanwad, 2008, Application of Remote Sensing technology for impact assessment of watershed management programme, J. Indian Soc. Remote, 36, 375, 10.1007/s12524-008-0037-8 Singh, 2013, Assessment and prediction of impact and effectiveness of watershed management practices on land use land cover in Seoni watershed, Madhya Pradesh using remote sensing and GIS, J. Geomatics Geosci., 4, 397 Thakkar, 2015, Selection of remote sensing data using phonological parameters for land use/land cover change analysis, Int. J. Adv. Remote Sens. GIS Geogr., 3, 36 Weng, 2002, Land use analysis in the Zhujiang Delta of China using satellite remote sensing, GIS and stochastic modeling, J. Environ. Manag., 64, 273, 10.1006/jema.2001.0509 Wu, 2006, Monitoring and predicting land use change in Beijing using remote sensing and GIS, Landscape Urban Plan., 78, 322, 10.1016/j.landurbplan.2005.10.002 Xu, 2006, Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery, Int. J. Remote Sens., 27, 3025, 10.1080/01431160600589179 Yacouba, 2009, Assessment of land use/land cover changes using NDVI and DEM in Puer and Simao counties, Yunnan Province, China, World Rural Observ., 1, 1