학술논문

Strategic Mineral Mapping in the Altiplano-Puna Volcanic Complex Using Orbital Multispectral and Hyperspectral Imageries
Document Type
Conference
Source
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2021 11th Workshop on. :1-5 Mar, 2021
Subject
Signal Processing and Analysis
Earth
Spectroscopy
Artificial satellites
Instruments
Conferences
Iron
Minerals
remote sensing
Atacama
Hyperion
Landsat
mineralogy
visible-near infrared spectroscopy
Language
ISSN
2158-6276
Abstract
We have developed a method that can effectively identify and map the distribution and semi-quantitative abundance of minerals in a volcanic terrain using NASA’s spaceborne spectral instruments. Our method synergistically combines spatially extensive but spectrally low-resolution Landsat multispectral imageries with spatially narrow but spectrally high-resolution Hyperion hyperspectral imageries. This approach profits from the advantages of the two types of data while compensating the disadvantages, leading to retrievals of reasonably detailed mineralogical information within a practical processing timeframe. We mapped the mineralogy of the Altiplano-Puna volcanic province in the Central Andes and detected ferric iron minerals, alunite, and kaolinite. This contributes to the ongoing efforts to better understand the Altiplano-Puna region for scientific and industrial purposes, as well as a demonstration for analysis of other planetary surfaces using similar datasets.