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 |