Fusion of DPCA and ICA algorithms for mineral detection using Landsat-8 spectral bands

Pour, AB; Park, TYS; Park, Y; Hong, JK; Pradhan, B

Fusion of DPCA and ICA algorithms for mineral detection using Landsat-8 spectral bands

Pour, AB Park, TYS Park, Y Hong, JK Pradhan, B

Permalink

Publication Type:: Conference Proceeding
Citation:: International Geoscience and Remote Sensing Symposium (IGARSS), 2019, pp. 6067 - 6070
Issue Date:: 2019-07-01

Closed Access

	Filename	Description	Size
	08898241_Amin et al.2019.pdf	Accepted Manuscript version	549.02 kB	Adobe PDF	View/Open

Copyright Clearance Process

Recently Added
In Progress
Closed Access

This item is closed access and not available.

Full metadata record

Field	Value	Language
dc.contributor.author	Pour, AB	en_US
dc.contributor.author	Park, TYS	en_US
dc.contributor.author	Park, Y	en_US
dc.contributor.author	Hong, JK	en_US
dc.contributor.author	Pradhan, B https://orcid.org/0000-0001-9863-2054	en_US
dc.date.accessioned	2020-04-10T06:43:37Z
dc.date.available	2020-04-10T06:43:37Z
dc.date.issued	2019-07-01	en_US
dc.identifier.citation	International Geoscience and Remote Sensing Symposium (IGARSS), 2019, pp. 6067 - 6070	en_US
dc.identifier.isbn	9781538691540	en_US
dc.identifier.uri	http://hdl.handle.net/10453/139950
dc.description.abstract	© 2019 IEEE. Fusion of Directed Principal Component Analysis (DPCA) and Independent Component Analysis (ICA) algorithms was applied to some selected Landsat-8 mineral indices for mapping gossan and clay-rich zones for Zn-Pb exploration in the Franklinian Basin of North Greenland. This region contains a unique potential for exploration of world-class zinc deposits. Numerous potential zones for Zn-Pb deposits were identified using the fusion technique of DPCA/ICA. Their identification was based on detecting alteration mineral patterns consist of ferric iron, ferrous iron and clay minerals within a background of sedimentary rocks using Landsat-8 spectral bands. Several zones of gossan and clay mineral assemblages were identified in the trough sequences of the Citronen Fjord, Peary Land that may represent potential undiscovered CD Zn-Pb deposits and warrant further investigation. This investigation indicates that satellite remote sensing mapping techniques can aid in identifying unknown/undiscovered Zn-Pb sulfide deposits in the High Arctic Franklinian Basin by targeting the location of alteration zones that are feasible location for mineral occurrences.	en_US
dc.relation.ispartof	International Geoscience and Remote Sensing Symposium (IGARSS)	en_US
dc.relation.isbasedon	10.1109/IGARSS.2019.8898241	en_US
dc.rights	info:eu-repo/semantics/closedAccess
dc.title	Fusion of DPCA and ICA algorithms for mineral detection using Landsat-8 spectral bands	en_US
dc.type	Conference Proceeding
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Information, Systems and Modelling
pubs.organisational-group	/University of Technology Sydney/Strength - CAMGIS - Centre for Advanced Modelling and Geospatial lnformation Systems
utslib.copyright.status	closed_access	*
pubs.publication-status	Published	en_US

Abstract:

© 2019 IEEE. Fusion of Directed Principal Component Analysis (DPCA) and Independent Component Analysis (ICA) algorithms was applied to some selected Landsat-8 mineral indices for mapping gossan and clay-rich zones for Zn-Pb exploration in the Franklinian Basin of North Greenland. This region contains a unique potential for exploration of world-class zinc deposits. Numerous potential zones for Zn-Pb deposits were identified using the fusion technique of DPCA/ICA. Their identification was based on detecting alteration mineral patterns consist of ferric iron, ferrous iron and clay minerals within a background of sedimentary rocks using Landsat-8 spectral bands. Several zones of gossan and clay mineral assemblages were identified in the trough sequences of the Citronen Fjord, Peary Land that may represent potential undiscovered CD Zn-Pb deposits and warrant further investigation. This investigation indicates that satellite remote sensing mapping techniques can aid in identifying unknown/undiscovered Zn-Pb sulfide deposits in the High Arctic Franklinian Basin by targeting the location of alteration zones that are feasible location for mineral occurrences.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/139950