Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/9902
Title: Comparison of Broadband and Hyperspectral Sensors for Lantana Mapping
Contributor(s): Taylor, Subhashni (author)orcid ; Kumar, Lalit (author)orcid ; Reid, Nicholas (author)orcid 
Publication Date: 2011
Handle Link: https://hdl.handle.net/1959.11/9902
Abstract: Remote sensing provides a useful tool for mapping invasive species across large areas. This study compared the effectiveness of imagery derived from three multi-spectral (Landsat Thematic Mapper (TM), SPOT 5, and Quickbird) and hyperspectral (Hyperion) imaging platforms for detection of the invasive species 'Lantana camara' L. in eastern Australia. Landsat TM multispectral (MS) image provided an overall accuracy of 85.1% and a kappa coefficient of 0.78 while SPOT 5 gave an overall accuracy of 84.9% and a kappa value of 0.77. Quickbird showed an overall accuracy of 84% and a kappa coefficient of 0.76. The Hyperion image gave an overall accuracy of 80% with a kappa value of 0.69. The highest producer (83%) and user accuracy (84%) for lantana was shown by Hyperion. The findings indicate that remote sensing technology can contribute to enhanced planning and decision making by scientists and resource managers involved in lantana research and management.
Publication Type: Conference Publication
Conference Name: ISRSE 34: 34th International Symposium on Remote Sensing of Environment - The GEOSS Era: Towards Operational Environmental Monitoring, Sydney, Australia, 10th - 15th April, 2011
Conference Details: ISRSE 34: 34th International Symposium on Remote Sensing of Environment - The GEOSS Era: Towards Operational Environmental Monitoring, Sydney, Australia, 10th - 15th April, 2011
Source of Publication: Proceedings of the 34th International Symposium on Remote Sensing of Environment
Publisher: ISPRS: International Society for Photogrammetry and Remote Sensing
Place of Publication: Online
Field of Research (FOR): 050206 Environmental Monitoring
Peer Reviewed: Yes
HERDC Category Description: E1 Refereed Scholarly Conference Publication
Other Links: http://www.isprs.org/proceedings/2011/ISRSE-34/index.html
http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00117.pdf
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