Mapping long-term land use and land cover change in the central Himalayan region using a tree-based ensemble classification approach
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- 作者：Anusheema Chakrabortya ; Kamna Sachdevaa ; P.K. Joshib ; pkjoshi27@hotmail.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Landsat ; Multi-temporal LULC maps ; Random forests ; Decision level fusion ; Himalaya
- 刊名：Applied Geography
- 出版年：2016
- 出版时间：September 2016
- 年：2016
- 卷：74
- 期：Complete
- 页码：136-150
- 全文大小：3773 K
文摘
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Developed temporal LULC maps using seasonal Landsat data and ancillary information.
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Combination of RF classifier and knowledge-based decision level fusion.
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High (>80%) accuracy of LULC maps for the central Himalayan region.
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Prospective use of proposed methodology in similar heterogeneous mountain terrains.
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Application in developing field inventories and forest conservation policies.