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Using surface regolith geochemistry to map the major crustal blocks of the Australian continent

Multi-element near-surface geochemistry from the National Geochemical Survey of Australia has been evaluated in the context of mapping the exposed to deeply buried major crustal blocks of the Australian continent. The major crustal blocks, derived from geophysical and geological data, reflect distinct tectonic domains comprised of igneous, metamorphic and sedimentary rock assemblages representing a time scale ranging from early Archean to recent Cenozoic. The geochemical data have been treated as compositional data to uniquely describe and characterize the geochemistry of the major crustal blocks across Australia according to the following workflow: imputation of missing/censored data, log-ratio transformation, multivariate statistical analysis, classification/allocation, and multivariate geospatial (minimum/maximum autocorrelation factor) analysis. Using cross validation techniques the uniqueness of each major crustal block has been quantified. The abilities to predict (1) the membership, or lack thereof, of a surface regolith sample to one, or none, of the major crustal blocks, and (2) the major crustal block at sites that have not been sampled are demonstrated. In conclusion, the surface regolith of the Australian continent contains a geochemical record of the original crustal block composition, despite secondary modifications due to physical transport and chemical weathering effects.


<b>Citation:</b> E.C. Grunsky, P. de Caritat, U.A. Mueller, Using surface regolith geochemistry to map the major crustal blocks of the Australian continent, <i>Gondwana Research</i>, Volume 46, 2017, Pages 227-239, ISSN 1342-937X,

https://doi.org/10.1016/j.gr.2017.02.011

Simple

Identification info

Date (Creation)
2016-08-22T12:00:00
Date (Publication)
2023-10-25T23:55:23
Citation identifier
Geoscience Australia Persistent Identifier/https://pid.geoscience.gov.au/dataset/ga/101600

Identifier

Codespace

Digital Object Identifier

Cited responsible party
Role Organisation / Individual Name Details
Author

Grunsky, E.

External Contact
Author

de Caritat, P.

MEG Internal Contact
Author

Mueller, U.

External Contact
Publisher

Elsevier B.V.

External Contact
Name

Gondwana Research

Issue identification

Volume 46, June 2017

Page

227-239

Purpose

Article for submission to Gondwana Research Journal

Status
Completed
Point of contact
Role Organisation / Individual Name Details
Point of contact

Commonwealth of Australia (Geoscience Australia)

Voice
Point of contact

Main, P.

MEG Internal Contact
Resource provider

Minerals, Energy and Groundwater Division

External Contact
Spatial representation type
Topic category
  • Geoscientific information

Extent

Extent

N
S
E
W


Maintenance and update frequency
As needed

Resource format

Title

Product data repository: Various Formats

Website

Data Store directory containing the digital product files

Data Store directory containing one or more files, possibly in a variety of formats, accessible to Geoscience Australia staff only for internal purposes

theme.ANZRC Fields of Research.rdf
  • EARTH SCIENCES

Project
  • National Geochemical Survey of Australia

Discipline
  • compositional data

Discipline
  • multivariate statistics

Discipline
  • posterior probability

Discipline
  • typicality

Discipline
  • minimum/maximum autocorrelation factor analysis

Discipline
  • major crustal boundaries

Keywords
  • Published_External

Resource constraints

Title

Creative Commons Attribution 4.0 International Licence

Alternate title

CC-BY

Edition

4.0

Website

http://creativecommons.org/licenses/

Access constraints
License
Use constraints
License
Other constraints

Crown Copyright ©2017

Resource constraints

Classification
Unclassified
Language
English
Character encoding
UTF8

Distribution Information

Distributor contact
Role Organisation / Individual Name Details
Distributor

Commonwealth of Australia (Geoscience Australia)

Voice facsimile
OnLine resource

Link to Journal

Link to Journal

Distribution format

Resource lineage

Statement

Article for submission to Gondwana Research Journal

Hierarchy level
Document

Metadata constraints

Classification
Unclassified

Metadata

Metadata identifier
urn:uuid/75be5a53-1ed8-4796-b867-ee6f9d39c43a

Title

GeoNetwork UUID

Contact
Role Organisation / Individual Name Details
Point of contact

Commonwealth of Australia (Geoscience Australia)

Voice
Point of contact

Main, P.

MEG Internal Contact

Type of resource

Resource scope
Document
Name

Journal Articles and Conference Papers

Alternative metadata reference

Title

Geoscience Australia - short identifier for metadata record with

uuid

Citation identifier
eCatId/101600

Metadata linkage

http://rhe-ecat-prod01.prod.lan:8080/geonetwork/srv/eng/search?uuid=75be5a53-1ed8-4796-b867-ee6f9d39c43a

Point-of-truth metadata URL

Metadata linkage

https://ecat.ga.gov.au/geonetwork/srv/eng/catalog.search#/metadata/75be5a53-1ed8-4796-b867-ee6f9d39c43a

Metadata linkage

https://ecat.ga.gov.au:80/geonetwork/srv/eng/catalog.search#/metadata/75be5a53-1ed8-4796-b867-ee6f9d39c43a

Metadata linkage

https://ecat.ga.gov.au/geonetwork/js/eng/catalog.search#/metadata/75be5a53-1ed8-4796-b867-ee6f9d39c43a

Metadata linkage

https://ecat.ga.gov.au/geonetwork/static/eng/catalog.search#/metadata/75be5a53-1ed8-4796-b867-ee6f9d39c43a

Date info (Creation)
2016-08-22T15:05:17
Date info (Revision)
2016-08-22T15:14:26

Metadata standard

Title

AU/NZS ISO 19115-1:2014

Metadata standard

Title

ISO 19115-1:2014

Metadata standard

Title

ISO 19115-3

Edition date
2015-07-01T00:00:00
Title

Geoscience Australia Community Metadata Profile of ISO 19115-1:2014

Edition

Version 2.0, April 2015

 
 

Spatial extent

N
S
E
W


Keywords

National Geochemical Survey of Australia compositional data major crustal boundaries minimum/maximum autocorrelation factor analysis multivariate statistics posterior probability typicality
theme.ANZRC Fields of Research.rdf
EARTH SCIENCES

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