REMOVAL OF THE VEGETATION EFFECT FROM LANDSAT TM AND GER IMAGING SPECTRORADIOMETER DATA

被引:16
作者
OKADA, K
SEGAWA, K
HAYASHI, I
机构
[1] Sumitomo Metal Mining Co., Ltd., Tokyo
[2] Metal Mining Agency of Japan, Tokyo
[3] Earth Resources Satellite Data Analysis Center, Tokyo
关键词
Directed principal component analysis - Landsat thematic mapper - Least upper bound residual - Logarithmic residual - Vegetation effect;
D O I
10.1016/0924-2716(93)90052-O
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Recent advances in remote sensing application have provided useful information in mineral exploration, especially when remotely sensed data of high spectral resolution are used in alteration mapping. However, researchers have been beset with the problems caused by the effect of vegetation during the analysis of spectral signatures. In this study, the Logarithmic Residual and the Least Upper Bound Residual were applied to aircraft data, and the Directed Principal Component Analysis to LANDSAT TM data to nullify the effect of vegetation on the spectra. The results of integrated analysis of the data from aircraft, satellite and ground reflectance measurements provided successful delineation of the surface alteration in spite of interference from the effect of vegetation. These techniques have proven to be an effective means of identifying alteration minerals which are important for mineral exploration.
引用
收藏
页码:16 / 27
页数:12
相关论文
共 19 条
[1]  
Elvidge, Separation of Leaf Water and Mineral Absorption in the 2.22 μm Thematic Mapper Band, Ph.D. thesis, (1984)
[2]  
Elvidge, Lyon, Mapping clay alteration in the Virginia Range-Comstock Lode, Nevada with airborne thematic mapper imagery, Int. Symp. Remote Sening of the Environment, 3rd Thematic Conf. Remote Sening for Exploration Geology, pp. 161-170, (1984)
[3]  
Fraser, Green, A software defoliant for geological analysis of band ratios, Int. J. Remote Sensing, 8, 3, pp. 525-532, (1987)
[4]  
Green, Craig, Analysis of aircraft spectrometer data with logarithmic residuals, Proc. Airborne Imaging Spectrometer Data Analysis Workshop, pp. 111-119, (1985)
[5]  
Hunt, Ashley, Spectra of altered rocks in the visible and near infrared, Econ. Geol., 74, 7, pp. 1613-1629, (1979)
[6]  
Hunt, Salisbury, Visible and near-infrared spectra of minerals and rocks, Mod. Geol., 1-5, (1970)
[7]  
Kruse, Raines, Watson, Analytical techniques for extracting geologic informations from multichannel airborne spectroradiometer and imaging spectrometer data, Proc. 4th Thematic Conf. Remote Sensing for Exploration Geology, pp. 309-324, (1985)
[8]  
Lyon, Evaluation of Infrared Spectrophotometry for Compositional Analysis of Lunar and Planetary Soils, Stanford Research Institute Project No. PSU-3943, (1962)
[9]  
Lyon, Evaluation of Infrared Spectrophotometry for Compositional Analysis of Lunar and Planetary Soils, Part II: Rough and Powdered Surfaces, NASA Contractor Report, NASr-49(04), (1964)
[10]  
Marsh, McKeon, Integrated analysis of high-resolution field and airborne spectroradiometer data for alteration mapping, Econ. Geol., 78, 5, pp. 618-632, (1983)