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Decision tree application for model built-up land fragmentation in urban areas

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dc.contributor.author Ranaweera, N
dc.contributor.author Jayasinghe, A
dc.contributor.author Abenayake, C
dc.date.accessioned 2021-09-06T03:29:04Z
dc.date.available 2021-09-06T03:29:04Z
dc.date.issued 2021
dc.identifier.uri http://dl.lib.uom.lk/handle/123/16658
dc.description.abstract Land fragmentation can define as the “situation where one area/unit is composed of a large number of parcels that are too small for their rational utilization” [5]. Land fragmentation affects sustainable development through its multiple impacts on environmental, economic, and social costs [13]. Effective land use management and policy decisions are always based on understanding, modeling, and predicting land-use changes in cities [9]. Therefore, the land fragmentation process should systematically investigate to provide a wide-ranging set of land use indicators to support sustainable development [12]. Built-up land fragmentation is the fragmentation or division of the built-up plots or units within the built-up land-use area horizontally. The objective of this study is to frame a Decision Tree (DT) model to identify the non-linear relationships between the Level of Built-up Land Fragmentation (LBLF) and its influencing factors in urban areas. The sub-objective is to quantify the LBLF in the Western Province, Sri Lanka. The study scope limits to LBLF and Decision Tree (DT) non-linear classifier. The study further quantifies the LBLF from 2000 to 2010 in Western Province, Sri Lanka as an initiation to frame the DT model. en_US
dc.language.iso en en_US
dc.subject Built-Up Land Fragmentation en_US
dc.subject Decision Tree en_US
dc.subject J48 Algorithm en_US
dc.subject Spatial Planning en_US
dc.title Decision tree application for model built-up land fragmentation in urban areas en_US
dc.type Conference-Extended-Abstract en_US
dc.identifier.faculty Architecture en_US
dc.identifier.year 2021 en_US
dc.identifier.conference ERU Symposium 2021 en_US
dc.identifier.place University of Moratuwa, Sri Lanka en_US
dc.identifier.proceeding Proceedings of the ERU Symposium 2021 en_US
dc.identifier.email nesharanaweera29@gmail.com en_US
dc.identifier.email amilabj@uom.lk en_US
dc.identifier.email chethika@uom.lk en_US
dc.identifier.doi https://doi.org/10.31705/ERU.2021.1 en_US


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