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  • 标题:Mapping invasive woody plants in Azores Protected Areas by using very high-resolution multispectral imagery
  • 本地全文:下载
  • 作者:Artur Gil ; Agustin Lobo ; Mohamed Abadi
  • 期刊名称:European Journal of Remote Sensing
  • 电子版ISSN:2279-7254
  • 出版年度:2013
  • 卷号:46
  • 期号:1
  • 页码:289-304
  • DOI:10.5721/EuJRS20134616
  • 摘要:We assessed the effectiveness of very high spatial resolution IKONOS imagery for mapping a top invasive woody plant, Pittosporum undulatum, in a Protected Area in S.Miguel Island. We developed a segmentation-based classification scheme. A strong separability between most important land cover classes and a high accuracy in supervised classification maps was achieved. Overall separability improved significantly after the training data depuration process. Support Vector Machine and Maximum Likelihood's supervised classifiers showed a strong agreement and a good accuracy at land-cover class level, especially with P. undulatum. This approach was confirmed as a cost-effective method to map woody plant invaders in Azores Protected Areas.
  • 关键词:Segmentation ; Ikonos ; invasive alien species ; protected areas ; Azores ; Pittosporum undulatum
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