Predictive model of Li-Cs-Ta pegmatite deposits

This model is derived from geological and geophysical data, which is processed using deep learning and natural language processing techniques. Displayed is a Pan-Canadian probability map indicating the likelihood of discovering next-generation lithium-cesium-tantalum (LCT) pegmatites. This map was generated using known Canadian LCT pegmatites and their associated geospatial features, incorporating geological and geophysical data analyzed through deep learning and natural language processing techniques. Higher probability values highlight areas with an increased likelihood of hosting next-generation deposits, making this map a valuable tool for decision-making.

Data and Resources

Additional Info

Field	Value
Last Updated	April 17, 2026, 20:40 (UTC)
Created	April 17, 2026, 20:40 (UTC)
contact_email	nrcan.gsc-geosciencedata-donneesgeoscience-cgc.rncan@canada.ca
contact_person	{"en": "Government of Canada; Natural Resources Canada; Geological Survey of Canada,nrcan.gsc-geosciencedata-donneesgeoscience-cgc.rncan@canada.ca", "fr": "Gouvernement du Canada; Ressources naturelles Canada; Commission géologique du Canada,nrcan.gsc-geosciencedata-donneesgeoscience-cgc.rncan@canada.ca"}
criticality_level	[]
data_dictionary	EPSG: 3978,http://www.epsg-registry.org/,6.14
geographic_scope	[]
open_canada_collection	fgp
open_canada_date_published	2024-12-19 00:00:00
open_canada_keywords	{"en": ["exploration targets", "commodity", "deposit", "resource assessment", "showing", "lithium", "critical mineral", "Pegmatite", "LCT pegmatite", "decision-making", "advanced project", "prospect", "geographic information system", "Minerals", "Geological maps"], "fr": ["cibles d'exploration", "commodité", "dépôt", "évaluation des ressources", "indice", "lithium", "minéral critique", "Pegmatite", "pegmatite LCT", "prise de décision", "projet avancé", "prospect", "système d'information géographique", "Minerai", "Carte géologique"]}
open_canada_subject	["form_descriptors", "nature_and_environment", "science_and_technology"]
sensitivity_level	unrestricted
title_fr	Modèle prédictif des pegmatites Li-Cs-Ta
update_frequency	not_planned