“Exemples d’applications num\u00e9riques et IA en G\u00e9osciences avec le logiciel \u00aeadvangeo (Examples of numerical and AI applications in Geosciences with the \u00aeadvangeo software)”<\/p>\n
R\u00e9sum\u00e9 :<\/em> Aujourd’hui, les logiciels con\u00e7us par les g\u00e9ologues pour la gestion des donn\u00e9es g\u00e9oscientifiques, la saisie synchronis\u00e9e des donn\u00e9es de terrain ou la pr\u00e9diction avanc\u00e9e des ph\u00e9nom\u00e8nes naturels bas\u00e9e sur l’IA sont de plus en plus disponibles et faciles \u00e0 utiliser. La suite logicielle \u00aeadvangeo d\u00e9velopp\u00e9e par Beak Consultants GmbH en Allemagne en est un exemple (Barth et al., 2014). En utilisant les connaissances des experts et les donn\u00e9es disponibles, des mod\u00e8les pr\u00e9dictifs bas\u00e9s sur des algorithmes de r\u00e9seaux neuronaux artificiels (RNAs) ont \u00e9t\u00e9 int\u00e9gr\u00e9s dans un logiciel facile \u00e0 utiliser pour cr\u00e9er des cartes pr\u00e9dictives bas\u00e9es sur une approche “hybride”. Cette approche a \u00e9t\u00e9 utilis\u00e9e par exemple dans le nouveau plan min\u00e9ral du Burkina Faso pour l’or, le nickel, le mangan\u00e8se, les sulfures (Cu, Zn, Pb, Sb), Fe-Ti-V et la bauxite. Les applications de l’IA sont diverses et vont de la pr\u00e9vision des ressources ou ph\u00e9nom\u00e8nes g\u00e9ologiques \u00e0 des applications environnementales telles que l’att\u00e9nuation des risques, la surveillance des parasites forestiers ou l’\u00e9rosion des sols induite par les pluies, pour n’en citer que quelques-unes.<\/p>\n Today, software designed by geologists for geoscientific data management, synchronized field data capture, or AI-based advanced prediction of natural phenomena is increasingly available and easy to use The \u00aeadvangeo software suite developed by Beak Consultants GmbH in Germany is an example (Barth et al., 2014). Using expert knowledge and available data, predictive models based on artificial neural network (ANN) algorithms have been integrated into an easy-to-use software package to create predictive maps based on a “hybrid” approach. This approach has been used for example in the new Burkina Faso mineral plan for gold, nickel, manganese, sulfides (Cu, Zn, Pb, Sb), Fe-Ti-V and bauxite. Applications of AI are diverse and range from resource or geological prediction to environmental applications such as risk mitigation, forest pest monitoring, or rainfall-induced soil erosion, to name a few.<\/p>\n Salle 205<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":" “Exemples d’applications num\u00e9riques et IA en G\u00e9osciences avec le logiciel \u00aeadvangeo (Examples of numerical and AI applications in Geosciences with the \u00aeadvangeo software)” R\u00e9sum\u00e9 : Aujourd’hui, les logiciels con\u00e7us par […]<\/p>\n","protected":false},"author":724,"featured_media":0,"template":"","meta":{"_acf_changed":false,"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[59],"class_list":["post-17497","tribe_events","type-tribe_events","status-publish","hentry","tribe_events_cat-seminaire","cat_seminaire"],"acf":[],"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/tribe_events\/17497","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/users\/724"}],"version-history":[{"count":3,"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/tribe_events\/17497\/revisions"}],"predecessor-version":[{"id":17500,"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/tribe_events\/17497\/revisions\/17500"}],"wp:attachment":[{"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/media?parent=17497"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/tags?post=17497"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/www.cerege.fr\/fr\/wp-json\/wp\/v2\/tribe_events_cat?post=17497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}