Machine Learning Models WCS

This web service contains map layers and coverages for machine learning models, using raster datasets which include radiometric grid infill, cover depths and conductivity. All grids have been converted to cloud-optimised GeoTIFF (COG) format for use and delivery from an cloud-based object store (AWS s3).

Simple

Identification info

Date (Creation)
2021-10-27T00:00:00
Date (Publication)
2021-12-09T06:38:25
Date (Revision)
2022-08-05
Point of contact
Role Organisation / Individual Name Details
Custodian

MEGIS

 1
Topic category
  • Geoscientific information

Extent

N
S
E
W


Maintenance and update frequency
As needed
Keywords

  • radiometric

  • machine learning

  • grid

  • potassium

  • thorium

  • uranium

  • Australia

  • web service

  • WCS

Keywords

  • Published_External

Keywords

  • Surface Conductivity

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

Resource constraints

Title

Australian Government Security Classification System

Edition date
2018-11-01T00:00:00
Website

https://www.protectivesecurity.gov.au/Pages/default.aspx

Classification
Unclassified

Associated resource

Association Type
Operates on
Title

Predictive grids of major oxide concentrations in surface rock and regolith over the Australian continent

Citation identifier
148587

Citation identifier
5ea9a9e9-6253-464f-8aed-0c19124ee910

Website

http://pid.geoscience.gov.au/dataset/ga/148587

Link to eCat metadata record landing page

Associated resource

Association Type
Operates on
Title

National surface and near-surface conductivity grids

Citation identifier
148588

Citation identifier
6ffc7fe1-825c-4bf7-9911-35f55b98a36c

Website

http://pid.geoscience.gov.au/dataset/ga/148588

Link to eCat metadata record landing page

Service Version

1.1.1

Service Version

1.0.0

Service Version

2.0.1

Coupling Type
Tight

Contains Operations

Operation Name

GetCapabilities

Distributed computing platform (DCP)
WebServices
Operation Description

The GetCapabilities operation is used to obtain service metadata, which is a machine-readable (and human-readable) description of the server's information content and acceptable request parameter values.

Connect Point

https://services.ga.gov.au/gis/machine-learning-models/wcs?REQUEST=GetCapabilities&SERVICE=WCS

Name

SERVICE

Type name

TEXT

Parameter direction
Description

The mandatory SERVICE parameter indicates which of the available service types at a particular server is being invoked. When invoking GetCapabilities on a WFS the value WFS shall be used.

Optionality
false
Repeatability
false
Name

REQUEST

Type name

TEXT

Parameter direction
Description

The mandatory REQUEST parameter indicates which service operation is being invoked. To invoke the GetCapabilities operation, the value GetCapabilities shall be used.

Optionality
false
Repeatability
false
Name

VERSION

Type name

TEXT

Parameter direction
Description

The optional VERSION parameter indicates the service type version number to use. In response to a GetCapabilities request that does not specify a version number, the server shall respond with the highest version it supports.

Optionality
true
Repeatability
false
Operates On

Distribution Information

Distributor contact
Role Organisation / Individual Name Details
Distributor

Geoscience Australia

 Voice
OnLine resource

Machine Learning Models WCS

Machine Learning Models WCS

Distribution format

  • OGC:WCS

Resource lineage

Statement

Service generated using supplied raster grids, which have been transformed into the cloud-optimised GeoTIFF (COG) format for use in a cloud object store (AWS s3). All grids were transformed using GDAL, with the cog option as the output format. Raster layers added August 2022 for surface conductivity models generated from a machine learning covariate prediction approach based on the Northern Australian regional Aus-AEM survey dataset.

Hierarchy level
Service

Reference System Information

Reference system identifier
EPSG/4283

Title

European Petroleum Survey Group (EPSG) Geodetic Parameter Registry

Date (Publication)
2008-11-12T00:00:00
Cited responsible party
Role Organisation / Individual Name Details

European Petroleum Survey Group

 http://www.epsg-registry.org/

Metadata constraints

Title

Australian Government Security Classification System

Edition date
2018-11-01T00:00:00
Website

https://www.protectivesecurity.gov.au/Pages/default.aspx

Classification
Unclassified

Metadata

Metadata identifier
urn:uuid/26cc9c00-dc16-4b6a-8c37-a624b17cb547

Title

GeoNetwork UUID

Contact
Role Organisation / Individual Name Details
Point of contact

Commonwealth of Australia (Geoscience Australia)

 Voice

Type of resource

Resource scope
Service
Name

service

Alternative metadata reference

Title

Geoscience Australia - short identifier for metadata record with

uuid

Citation identifier
eCatId/146040

Metadata linkage

https://ecat.ga.gov.au/geonetwork/srv/eng/catalog.search#/metadata/26cc9c00-dc16-4b6a-8c37-a624b17cb547

Date info (Revision)
2021-08-05T02:45:32
Date info (Creation)
2021-10-27T03:47:18

Metadata standard

Title

AU/NZS ISO 19115-1:2014

Metadata standard

Title

ISO 19115-1:2014

Metadata standard

Title

ISO 19115-3 (Draft Schemas 2015)

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

Surface Conductivity

Provided by

Access to the portal

Associated resources

Not available