Accuracy comparison of Quickbird, Landsat TM and SPOT 5 imagery for Lantana camara mapping
Taylor, S., Kumar, L., and Reid, N. (2011) Accuracy comparison of Quickbird, Landsat TM and SPOT 5 imagery for Lantana camara mapping. Journal of Spatial Science, 56 (2). pp. 241-252.
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Abstract
The distribution of an invasive species, Lantana camara L., was mapped using Landsat TM, SPOT 5 and Quickbird imagery with the maximum likelihood supervised classification method. The cost-effectiveness of the three different kinds of imagery was also evaluated. Landsat TM multi-spectral (MS) imagery provided an overall accuracy of 85.1 percent and a kappa coefficient of 0.78, while SPOT 5 imagery gave an overall accuracy of 84.9 percent and a kappa value of 0.77. Landsat TM was suitable for detecting dense infestations of lantana. Quickbird showed an overall accuracy of 84 percent and a kappa coefficient of 0.76. Spectral resolution and band position were more important than spatial resolution in classifying lantana accurately and the most cost-effective option was provided by Landsat TM with no significant difference in overall accuracies between the three types of imagery. © 2011 Surveying and Spatial Sciences Institute and Mapping Sciences Institute, Australia.
Item ID: | 79727 |
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Item Type: | Article (Research - C1) |
ISSN: | 1836-5655 |
Keywords: | Invasive species, Lantana (Lantana camara L.), Spatial resolution, Spectral resolution, Supervised classification |
Copyright Information: | © 2011 Surveying and Spatial Sciences Institute and Mapping Sciences Institute, Australia |
Date Deposited: | 14 Aug 2023 22:53 |
FoR Codes: | 40 ENGINEERING > 4013 Geomatic engineering > 401304 Photogrammetry and remote sensing @ 100% |
SEO Codes: | 18 ENVIRONMENTAL MANAGEMENT > 1806 Terrestrial systems and management > 180602 Control of pests, diseases and exotic species in terrestrial environments @ 100% |
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