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Remote sensing and gis approach to monitor the land-use and land-cover change in Kaduwela metropolitan area

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dc.contributor.author Kanagasundaram, G
dc.contributor.author Dissanayake, K
dc.contributor.author Samarasuriya, C
dc.contributor.editor Rathnayake, M
dc.contributor.editor Adhikariwatte, V
dc.contributor.editor Hemachandra, K
dc.date.accessioned 2022-10-31T09:39:05Z
dc.date.available 2022-10-31T09:39:05Z
dc.date.issued 2022-07
dc.identifier.citation G. Kanagasundaram, K. Dissanayake and C. Samarasuriya, "Remote Sensing and GIS Approach to Monitor the Land-Use and Land-Cover Change in Kaduwela Metropolitan Area," 2022 Moratuwa Engineering Research Conference (MERCon), 2022, pp. 1-6, doi: 10.1109/MERCon55799.2022.9906148. en_US
dc.identifier.uri http://dl.lib.uom.lk/handle/123/19327
dc.description.abstract This article depicts the impact of Land Use and Land Cover (LULC) change using multi-temporal remotely sensed data in the Kaduwela metropolitan area located in Colombo District for the period between 1997 and 2019. To obtain information from the satellite data, the Maximum likelihood supervised classification technique and post-classification change detection strategy were applied. Besides, Spectral indices were utilized to define the ground truth. Thus, the study area was divided into four main land use/cover classes, and hence five satellite images for the years; 1997, 2007, 2014, 2017, and 2019 with low cloud cover were identified. According to the study, urban development resulted in a significant conversion of vegetation cover to the urban development of around 36 km 2 during the past 22 years. The generated map showed that between 1997 and 2019, the built-up area increased by 43.62 percent whereas vegetation cover decreased by 41.72 percent. The overall precision of the data produced ranged from 72 to 81 percent. The dramatic growth of the urban population will boost the risk of natural environmental diminishing. This study assesses the change in the LULC pattern for the previous 22 years, providing useful information for the urban planners to make sustainable environmental decisions. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.relation.uri https://ieeexplore.ieee.org/document/9906148 en_US
dc.subject Change detection en_US
dc.subject LULC en_US
dc.subject Maximum likelihood supervised classification en_US
dc.subject Spectral indices en_US
dc.title Remote sensing and gis approach to monitor the land-use and land-cover change in Kaduwela metropolitan area en_US
dc.type Conference-Full-text en_US
dc.identifier.faculty Engineering en_US
dc.identifier.department Engineering Research Unit, University of Moratuwa en_US
dc.identifier.year 2022 en_US
dc.identifier.conference Moratuwa Engineering Research Conference 2022 en_US
dc.identifier.place Moratuwa, Sri Lanka en_US
dc.identifier.proceeding Proceedings of Moratuwa Engineering Research Conference 2022 en_US
dc.identifier.email gamsavi@gmail.com
dc.identifier.email kithsiridissanayake@yahoo.com
dc.identifier.email chaminda@uom.lk
dc.identifier.doi 10.1109/MERCon55799.2022.9906148 en_US


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