{"id":102154,"date":"2026-06-09T15:34:09","date_gmt":"2026-06-09T19:34:09","guid":{"rendered":"https:\/\/mrnf.gouv.qc.ca\/?page_id=102154"},"modified":"2026-06-18T15:14:47","modified_gmt":"2026-06-18T19:14:47","slug":"computer-assisted-petrography-core-logging","status":"publish","type":"page","link":"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/","title":{"rendered":"Computer Assisted Petrography and Core Logging"},"content":{"rendered":"\n<p>Mineral identification and petrographic analysis are undergoing profound change through the use of image recognition technologies and artificial intelligence (AI). Beyond the automation and improvement of these processes, various imaging techniques (optical microscopy, electron microscopy, X-ray fluorescence, LIBS, laser ablation, etc.) provide rich data that promise to completely revolutionize it. AI enables fast and accurate mineral recognition, with a high success rate. Additionally, it allows for quantifying petrographic texture. These advances offer a range of promising applications in the fields of mineral exploitation and exploration, environmental science, and engineering.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mineral identification and petrographic analysis are undergoing profound change through the use of image recognition technologies and artificial intelligence (AI). Beyond the automation and improvement of these processes, various imaging techniques (optical microscopy, electron microscopy, X-ray fluorescence, LIBS, laser ablation, etc.) provide rich data that promise to completely revolutionize it. AI enables fast and accurate [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":0,"parent":83192,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"quebecMines-inter.php","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","footnotes":""},"class_list":["post-102154","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Computer Assisted Petrography and Core Logging - Minist\u00e8re des Ressources naturelles et des For\u00eats<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computer Assisted Petrography and Core Logging - Minist\u00e8re des Ressources naturelles et des For\u00eats\" \/>\n<meta property=\"og:description\" content=\"Mineral identification and petrographic analysis are undergoing profound change through the use of image recognition technologies and artificial intelligence (AI). Beyond the automation and improvement of these processes, various imaging techniques (optical microscopy, electron microscopy, X-ray fluorescence, LIBS, laser ablation, etc.) provide rich data that promise to completely revolutionize it. AI enables fast and accurate [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/\" \/>\n<meta property=\"og:site_name\" content=\"Minist\u00e8re des Ressources naturelles et des For\u00eats\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/RessourcesNaturellesForets\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-18T19:14:47+00:00\" \/>\n<meta property=\"og:image\" content=\"\/wp-content\/uploads\/QME2024_OG-FB-1024x535.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/mrnf.gouv.qc.ca\/wp-content\/uploads\/QME2024_OG-TW.jpg\" \/>\n<meta name=\"twitter:site\" content=\"@mrnfqc\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/\",\"url\":\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/\",\"name\":\"Computer Assisted Petrography and Core Logging - Minist\u00e8re des Ressources naturelles et des For\u00eats\",\"isPartOf\":{\"@id\":\"https:\/\/mrnf.gouv.qc.ca\/#website\"},\"datePublished\":\"2026-06-09T19:34:09+00:00\",\"dateModified\":\"2026-06-18T19:14:47+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/mrnf.gouv.qc.ca\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Qu\u00e9bec Mines + \u00c9nergie\",\"item\":\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Program 2026\",\"item\":\"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Computer Assisted Petrography and Core Logging\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/mrnf.gouv.qc.ca\/#website\",\"url\":\"https:\/\/mrnf.gouv.qc.ca\/\",\"name\":\"Minist\u00e8re des Ressources naturelles et des For\u00eats\",\"description\":\"Prototype WordPress\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/mrnf.gouv.qc.ca\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Computer Assisted Petrography and Core Logging - Minist\u00e8re des Ressources naturelles et des For\u00eats","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mrnf.gouv.qc.ca\/en\/quebec-mines\/program\/computer-assisted-petrography-core-logging\/","og_locale":"en_US","og_type":"article","og_title":"Computer Assisted Petrography and Core Logging - Minist\u00e8re des Ressources naturelles et des For\u00eats","og_description":"Mineral identification and petrographic analysis are undergoing profound change through the use of image recognition technologies and artificial intelligence (AI). 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