학술논문

Assessment of the stability of the Hyperion SWIR module for hyperspectral mineral mapping using multi-date images from Mount Fitton, Australia
Document Type
Conference
Source
IEEE International Geoscience and Remote Sensing Symposium Geoscience and remote sensing symposium Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International. 6:3504-3506 vol.6 2002
Subject
Geoscience
Signal Processing and Analysis
Stability
Hyperspectral imaging
Minerals
Australia
Layout
Detectors
Sensor arrays
Testing
Surface topography
Statistics
Language
Abstract
The stability of the SWIR detector area array of the satellite-borne Hyperion hyperspectral system was investigated using six dates of cloud-free imagery collected from the Mount Fitton test site in South Australia. This test site was selected because of its mineralogical diversity, excellent geological exposure and relatively unchanging surface properties. Several aspects of Hyperion's SWIR stability were examined. First, as Hyperion comprises an area array detector of 256 pixels by 242 bands, the nature of any column (along-track) striping was tested. This striping is revealed when the dominating effects of topographic illumination and surface albedo are removed and comprises a minor component of scene-independent column-striping and a major component of scene-dependent striping. Based on scene-derived pixel-band statistics, it was found that both an applied shift and gain for each detector element was required to effectively remove this striping. Scene statistics were generated using scene lengths of 185 km (6170 lines) and 42 km (1400 lines) for comparative purposes. This showed that scene heterogeneity was strongly apparent in the 42 km length scene and only weakly apparent in the 185 km length scene. However, after generating and applying scale and offset corrections to the data, the resultant pixel spectral showed minimal change though the effect of removing the line striping was dramatic in the resulting imagery. Pixel spectra and mineral maps show near identical patterns for all dates of imagery validating the success of the Hyperion system, calibration and destriping process.