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Title: Mineral classification map using MF and SAM techniques: A case study in the Nohwa Island, Korea

Abstract

The purpose of this study is to map pyprophyllite distribution at surface of the Nohwa deposit, Korea by using Advanced Spaceborne Thermal Emission and Reflectance Radiometer (ASTER) data. For this, combined Spectral Angle Mapper (SAM), and Matched Filtering (MF) technique based on mathematical algorithm was applied. The regional distribution of high-grade and low-grade pyrophyllite in the Nohwa deposit area could be differentiated by this method. The results of this study show that ASTER data analysis using combination of SAM and MF techniques will assist in exploration of pyrophyllite at the exposed surface.

Authors:
;  [1]
  1. Department of Energy and Resources Engineering, Chonnam National University, Gwangju 500-757 (Korea, Republic of)
Publication Date:
OSTI Identifier:
22391068
Resource Type:
Journal Article
Resource Relation:
Journal Name: AIP Conference Proceedings; Journal Volume: 1648; Journal Issue: 1; Conference: ICNAAM-2014: International Conference on Numerical Analysis and Applied Mathematics 2014, Rhodes (Greece), 22-28 Sep 2014; Other Information: (c) 2015 AIP Publishing LLC; Country of input: International Atomic Energy Agency (IAEA)
Country of Publication:
United States
Language:
English
Subject:
71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS; ALGORITHMS; CLASSIFICATION; DATA ANALYSIS; EMISSION; FILTERS; PYROPHYLLITE; RADIOMETERS; REPUBLIC OF KOREA; SURFACES

Citation Formats

Son, Young-Sun, and Yoon, Wang-Jung. Mineral classification map using MF and SAM techniques: A case study in the Nohwa Island, Korea. United States: N. p., 2015. Web. doi:10.1063/1.4912528.
Son, Young-Sun, & Yoon, Wang-Jung. Mineral classification map using MF and SAM techniques: A case study in the Nohwa Island, Korea. United States. doi:10.1063/1.4912528.
Son, Young-Sun, and Yoon, Wang-Jung. Tue . "Mineral classification map using MF and SAM techniques: A case study in the Nohwa Island, Korea". United States. doi:10.1063/1.4912528.
@article{osti_22391068,
title = {Mineral classification map using MF and SAM techniques: A case study in the Nohwa Island, Korea},
author = {Son, Young-Sun and Yoon, Wang-Jung},
abstractNote = {The purpose of this study is to map pyprophyllite distribution at surface of the Nohwa deposit, Korea by using Advanced Spaceborne Thermal Emission and Reflectance Radiometer (ASTER) data. For this, combined Spectral Angle Mapper (SAM), and Matched Filtering (MF) technique based on mathematical algorithm was applied. The regional distribution of high-grade and low-grade pyrophyllite in the Nohwa deposit area could be differentiated by this method. The results of this study show that ASTER data analysis using combination of SAM and MF techniques will assist in exploration of pyrophyllite at the exposed surface.},
doi = {10.1063/1.4912528},
journal = {AIP Conference Proceedings},
number = 1,
volume = 1648,
place = {United States},
year = {Tue Mar 10 00:00:00 EDT 2015},
month = {Tue Mar 10 00:00:00 EDT 2015}
}