Title :
Sub-pixel analysis of urban surface materials. A case study of Perth, W. Australia
Author :
Bhaskar, Sunil ; Datt, Bisun
Author_Institution :
Fac. of Sci. & Technol., New South Wales Univ., Kensington, NSW, Australia
Abstract :
Hyperspectral analysis of urban areas has the potential to deliver a cost-effective alternative to urban planning and management. This paper describes the compilation of a spectral library of urban surface materials which was used for calibrating an airborne hyperspectral image of a selected area in Perth, Western Australia. Spectral unmixing was performed to decompose this image into abundance of individual surface materials. A geo-referenced map showing the distribution of surface materials was generated
Keywords :
geophysical techniques; remote sensing; terrain mapping; Australia; IR; Perth; city; geo-referenced map; geophysical measurement technique; hyperspectral remote sensing; infrared; land surface; multispectral remote sensing; spectral library; spectral unmixing; subpixel analysis; surface materials; terrain mapping; town; urban scene; urban surface material; visible; Australia; Building materials; Computer aided software engineering; Hyperspectral imaging; Hyperspectral sensors; Image analysis; Libraries; Performance analysis; Spatial resolution; Urban areas;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-6359-0
DOI :
10.1109/IGARSS.2000.857264
