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https://www.youtube.com/@valls_geoconsultant?sub_confirmation=1 For more videos about geology, geochemistry, AI, and much more, please visit and subscribe for free here: Golden droplets- https://shorturl.at/fetV1 Geovoices- https://tinyurl.com/m23pp4pb News about geology- https://tinyurl.com/3979urhy Timestamps 0:00 – Introducción: Planteamiento del problema de los barrenos fallidos.​ 0:40 – ¿Qué significa realmente que un barreno “falle”?​ 1:30 – Errores de diseño del programa de perforación (objetivos poco claros).​ 2:30 – Fallas en el modelo geológico y su actualización.​ 3:30 – Calidad de datos: muestreo, QA/QC y errores de base de datos.​ 4:30 – Problemas estructurales: controles de vetas, buzamiento y rumbo mal interpretados.​ 5:30 – Influencia de la geotecnia y las condiciones del terreno en la perforación.​ 6:30 – Limitaciones operativas: costos, tiempos y presión de resultados.​ 7:30 – Rol de la “geology intelligence” en el diseño de barrenos exitosos.​ 8:30 – Uso de datos históricos, modelamiento y herramientas digitales.​ 9:30 – Recomendaciones prácticas para reducir el porcentaje de barrenos fallidos.​ 10:30 – Cierre, mensaje para jóvenes geólogos y llamada a la acción. Discover why most drills fail by mastering geology intelligence, a transformative approach to mineral exploration that integrates artificial intelligence (AI), machine learning, and advanced structural geology techniques. This video explores the critical role of lineament analysis and geochemistry in identifying high-potential mineralization zones within hard rock terrains, leveraging multispectral satellite imagery and predictive models to optimize drill targeting. While traditional methods often overlook the "hidden architecture of the basement," modern geology intelligence utilizes AI-driven models that can increase mineral discovery accuracy by up to 45% compared to traditional field surveys (Farmonaut, 2025; Hobbs, 1912). By analyzing large, multidimensional datasets, including airborne geophysics and digital elevation models (DEMs), machine learning algorithms can uncover fracture networks and zones of weakness that act as primary conduits for hydrothermal fluids or groundwater (Gabrielsen & Olesen, 2024; Prabu & Rajagopalan, 2013). P. Geo. Ricardo A Valls, M. Sc. and Geo Gadfly Valls Geoconsultant ORCID ID- https://orcid.org/0000-0002-5421-0914 Scopus Author ID: 7003369619/35335510700 ResearcherID: S-6604-2018 If you like this content, please "buy me a coffee" https://www.buymeacoffee.com/goldendroplets #VallsGeoconsultant #GeologyIntelligence #StructuralGeology #MineralExplorationThe bridge between Academy and Industry! Some References Ahmadi, H., & Pekkan, E. (2021). Fault-based geological lineaments extraction using remote sensing and GIS—A review. Geosciences, 11(5), 183. https://doi.org/10.3390/geosciences11050183 Farmonaut. (2025). Geology intelligence: AI for mineral exploration 2025. https://farmonaut.com/mining/geology-intelligence-ai-for-mineral-exploration-2025 Gabrielsen, R. H., & Olesen, O. (2024). The concept of lineaments in geological structural analysis; principles and methods: A review based on examples from Norway. Geomatics, 4(2), 189–212. https://doi.org/10.3390/geomatics4020011 Hubbard, B. E., Mack, T. J., & Thompson, A. L. (2012). Lineament analysis of mineral areas of interest in Afghanistan (Open-File Report 2012-1048). U.S. Geological Survey. https://doi.org/10.3133/ofr20121048 INNOTER. (n.d.). Lineament analysis. https://innoter.com/en/articles/lineament-analysis/ Lee, M. D., & Morris, W. A. (2010). Lineament analysis as a tool for hydrocarbon and mineral exploration: a Canadian case study. ASEG Extended Abstracts, 2010(1), 1–5. https://doi.org/10.1081/22020586.2010.12041873 Shevyrev, S. L. (2025). Analysis of structural position of Carlin-type gold deposits with lineament analysis of remote sensing data using pyLEFA software. Minerals, 15(3), 219. https://doi.org/10.3390/min15030219 Valls, R. (n.d.-a). Dr. Vadim Galkin explains the lineament analysis method [Video]. YouTube. Valls, R. (n.d.-b). Golden Droplets Episode 18- lineament analysis [Video]. YouTube. Valls, R. (n.d.-c). How to (cheaply) find your next deposit [Video]. YouTube. Valls, R. (n.d.-d). How to find your next deposit [Video]. YouTube. Valls, R. (n.d.-e). Ricardo Valls How to find your next deposit with video [Video]. YouTube. Valls Geoconsultant. (n.d.). Structural architecture and multi-sectoral applications of lineament analysis in modern geosciences.