VEGETATION MAPPING ON HARDWOOD RANGELANDS IN CALIFORNIA

Citation
Sl. Ustin et al., VEGETATION MAPPING ON HARDWOOD RANGELANDS IN CALIFORNIA, International journal of remote sensing, 17(15), 1996, pp. 3015-3036
Citations number
28
Categorie Soggetti
Photographic Tecnology","Remote Sensing
ISSN journal
01431161
Volume
17
Issue
15
Year of publication
1996
Pages
3015 - 3036
Database
ISI
SICI code
0143-1161(1996)17:15<3015:VMOHRI>2.0.ZU;2-6
Abstract
Spectral Mixture Analysis (SMA) was used to distinguish the fractional abundance of green foliage, dry grass, and soil in Airborne Visible I nfrared Imaging Spectrometer (AVIRIS) data. Three maximum likelihood c lassifications were performed using topographic data only, SMA fractio ns only, and both topographic and SMA fractions. The predictions were compared to a held based vegetation map and to an aerial photograph of the scene. The combined data set produced the highest correspondence with the vegetation map for an overall correlation of 57 per cent for five classes. Part of the difference was attributed to misclassificati on in the held-based map.