MAPPING ASH TREES FROM WORLDVIEW-2 AND 3 DATA

被引:0
作者
Safia, Abdelmounaime [1 ]
Goita, Kalifa [1 ]
机构
[1] Univ Sherbrooke, CARTEL, 2500 Blvd Univ, Sherbrooke, PQ, Canada
来源
2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2017年
关键词
ash trees; Worldview-2; and; 3; images; object-oriented mapping; hybrid classification; BORER;
D O I
暂无
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This project was motivated by the threat caused by the emerald ash borer, which is spreading across several regions in North America. Mapping of ash trees is an important step in the preparation for a possible infestation of this frightening insect pest, which can destroy endemic ash stands. In this research, the potential of WorldView-2 and 3 images was analyzed to identify ash trees. The study area is located in Sherbrooke (Eastern Quebec, Canada). The region is not infested by the emerald ash borer yet. In addition to remote sensing images, a large GIS database, with the localization of individual trees and their identification, was provided by the City of Sherbrooke to support the project. The final results were presented as probability maps of ash detection. Using a threshold >=0.7 (70% confidence), a global identification ratio of 83% was found with Worldview-2 image, compared to the City ground-based inventory.
引用
收藏
页码:4806 / 4809
页数:4
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