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Pothole detection and segmentation in the Bushveld Complex using physics-based data augmentation and deep learning

Potholes are local depression structures that disrupt stratigraphic continuity, such as in layered igneous intrusions. In the Bushveld Complex (South Africa), potholes range from a few to hundreds of meters in width, and may disrupt orebodies, cause ore loss and pose geotechnical challenges. However...

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Hoofdauteurs: Glen T. Nwaila, Musa S.D. Manzi, Emmanuel John M. Carranza, Raymond J. Durrheim, Hartwig E. Frimmel
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Elsevier 2025-09-01
Reeks:Applied Computing and Geosciences
Onderwerpen:
Bushveld complex
Geological potholes
Convolutional neural network (CNN)
Deep learning
Pothole prediction
Synthetic seismic data
Online toegang:http://www.sciencedirect.com/science/article/pii/S2590197425000618
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