Predictive model of graphite

This model is derived from geological, geophysical and other forms of geodata. Feature extraction used deep learning. Predictive modelling made use of the deep ensemble method. Displayed is a Pan-Canadian probability map of mineral potential of graphite. This map was generated using known graphite deposits and occurrences and their associated features. Higher probability values highlight areas with an increased probability of graphite mineral systems.

Simple

Date ( RI_367 )
2025-03-31
Date ( RI_366 )
2024-10-01
Edition
1
RI_414
  Government of Canada; Natural Resources Canada; Geological Survey of Canada

Cited responsible party

No information provided.

Cited responsible party

No information provided.

Cited responsible party

No information provided.
Name
Other
Other citation details
Zhang., S.E., Lawley, C.J.M., Bourdeau., J.E., Parsa, M., Cumani, R., Thompson, A., 2025. Mineral Prospectivity Modeling of Graphite Deposits and Occurrences in Canada. Nat. Resour. Res. https://doi.org/10.1007/s11053-024-10451-0.
Purpose
The purpose of this model is to delineate the exploration targets for graphite on a national scale
Status
completed; complété RI_593
Maintenance and update frequency
asNeeded; auBesoin RI_540
GSC Keywords Vocabulary - Thesaurus Thésaurus - vocabulaire de mots-clé de la CGC ( RI_528 )
  • commodity
  • deposit
  • resource assessment
  • showing
  • critical mineral
  • advanced project
  • prospect
Government of Canada Core Subject Thesaurus Thésaurus des sujets de base du gouvernement du Canada ( RI_528 )
  • Geological maps
  • Minerals
Use limitation
No constraint
Use limitation
Open Government Licence - Canada (http://open.canada.ca/en/open-government-licence-canada)
Access constraints
license; licence RI_606
Use constraints
otherRestrictions; autresRestrictions RI_609
Spatial representation type
grid; grille RI_636
Metadata language
eng; CAN
Metadata language
eng; CAN
Character set
utf8; utf8 RI_458
Topic category
  • Geoscientific information
Environment description
Python / Geopandas
Description
Indexed in H3, resolution level 7. This dataset's hexagonal resolution is 5.161293360 km2.
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Begin date
2025-03-31
End date
2025-03-31
Reference system identifier
http://www.epsg-registry.org/ / EPSG:4326 / 6.14

Spatial representation info

No information provided.
Distribution format
  • SHP ( unknown )

RI_414
  Government of Canada; Natural Resources Canada; Geological Survey of Canada
OnLine resource
Predictive model of graphite - French ( HTTPS )

Dataset;HTML;fra

OnLine resource
Modèle prédictif du graphite - Anglais ( HTTPS )

Dataset;HTML;eng

OnLine resource
Predictive model of graphite - ESRI Web Service - English ( ESRI REST: Map Service )

Web Service;ESRI REST;eng

OnLine resource
Predictive model of graphite - ESRI Web Service - French ( ESRI REST: Map Service )

Web Service;ESRI REST;fra

OnLine resource
Predictive model of graphite - WMS Service - English ( HTTPS )

Dataset;WMS;eng

OnLine resource
Predictive model of graphite - WMS Service - French ( HTTPS )

Dataset;WMS;fra

OnLine resource
Predictive model of graphite - Dataset Download - French ( HTTPS )

Dataset;GPKG;fra

OnLine resource
Predictive model of graphite - Dataset Download - English ( HTTPS )

Dataset;GPKG;eng

OnLine resource
Predictive model of graphite - Associated publication - English ( HTTPS )

Supporting Document;PDF;eng

OnLine resource
Predictive model of graphite - Associated publication - French ( HTTPS )

Supporting Document;PDF;fra

OnLine resource
Predictive model of graphite - Legend dataset - French ( HTTPS )

Supporting Document;GPKG;fra

OnLine resource
Predictive model of graphite - Legend dataset - English ( HTTPS )

Supporting Document;GPKG;eng

Hierarchy level
dataset; jeuDonnées RI_622
Description
Title: Dataset Creation -- Description: Predictive model of graphite in Canada. This map has been created by applying deep learning methods on geophysical, geological, and geochronological data and shows the chance of discovering graphite in Canada. Geological map of Canada , this product has been derived by integrating public geoscience datasets from the following data sources. Additional details on data sources and lineage are available at Zhang, S.E., Lawley, C.J.M., Bourdeau, J.E. et al. Mineral Prospectivity Modeling of Graphite Deposits and Occurrences in Canada. Nat Res 34, 1243-1270 (2025). https://doi.org/10.1007/s11053-024-10451-0
Date / Time
2025-03-21T00:00:00
RI_416
  Government of Canada; Natural Resources Canada; Geological Survey of Canada - GSC Central Canada - Steven Zhang ( Research Scientist )
Description
Bourdeau, J. E., Lawley, C. J. M. (2024). Datasets to support Prospectivity modelling for the Canadian graphite mineral system. Geological Survey of Canada, Open File 9236 https://doi.org/10.4095/prabb6xmef
Description

This product has been derived by integrating public geoscience datasets from the following data sources.

https://geochem.nrcan.gc.ca/

https://weblex.canada.ca/

http://geoappext.nrcan.gc.ca/GSCC/data/Geochron_en.zip?_gl=1*11ezrwe*_ga*MTY1NDg1OTg1MS4xNzQ5NDg0OTY0*_ga_C2N57Y7DX5*czE3NDk0ODQ5NjQkbzEkZzEkdDE3NDk0ODYyOTAkajU1JGwwJGgw

https://ostrnrcan-dostrncan.canada.ca/entities/publication/8ac30d9e-5be6-44b6-8119-848ab893f1e7?fromSearchPage=true, DOI https://doi.org/10.4095/pf995j5tgu

https://natural-resources.canada.ca/minerals-mining/mining-data-statistics-analysis

https://geo.ca/initiatives/critical-minerals/

File identifier
48d4c7dc-e7a2-1399-4b14-d5acfc23a895 XML
Metadata language
eng; CAN
Character set
utf8; utf8 RI_458
Hierarchy level
dataset; jeuDonnées RI_622
Date stamp
2025-06-11T15:24:33
Metadata standard name
North American Profile of ISO 19115:2003 - Geographic information - Metadata
Metadata standard version
CAN/CGSB-171.100-2009
RI_414
  Government of Canada; Natural Resources Canada; Geological Survey of Canada
Dataset URI
https://doi.org/10.23687/48d4c7dc-e7a2-1399-4b14-d5acfc23a895
 
 

Overviews

overview

Spatial extent

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