A multi-scale modeling approach for simulating urbanization in a聽metropolitan region
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- 作者：Saad Saleem Bhattia ; dearsaad@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Nitin Kumar Tripathia ; nitinkt@ait.ac.th" class="auth_mail" title="E-mail the corresponding author ; Vilas Nitivattananonb ; vilasn@ait.ac.th" class="auth_mail" title="E-mail the corresponding author ; Irfan Ahmad Ranac ; irfan.ahmad.rana@ait.ac.th" class="auth_mail" title="E-mail the corresponding author ; Chitrini Mozumdera ; chitrini@gmail.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Driving factors ; Land use/land cover change ; Multiple scenarios ; Neural network ; Peri-urban ; Urban growth modeling
- 刊名：Habitat International
- 出版年：2015
- 出版时间：December 2015
- 年：2015
- 卷：50
- 期：Complete
- 页码：354-365
- 全文大小：4052 K
文摘
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Land transitions and related driving factors vary within a metropolitan region.
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Metropolitan area and its urban/peri-urban subsets are modeled separately.
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Prediction accuracies rise by modeling urban and peri-urban areas independently.
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Analysis of multiple scenarios explains the growth dynamics of a region.
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Proposed approach improves growth modeling performance in a metropolitan area.