Predictive analysis of total organic carbon (TOC) in shale targets: example from the Lower Cretaceous of the Austral Basin (Patagonia, Argentina) using machine learning on outcrop data

The Río Mayer Formation (Lower Cretaceous) of the Austral Basin, Patagonia, is a key source rock for unconventional reservoirs. This study explores the potential of machine learning (ML) for predicting Total Organic Carbon (TOC) content using outcrop data, a novel approach compared to traditional s...

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Bibliographic Details
Main Authors: Sebastian M. Richiano, Federico Ares
Format: Article
Language:English
Published: Asociación Argentina de Sedimentología 2025-06-01
Series:Latin American Journal of Sedimentology and Basin Analysis
Subjects:
Online Access:http://149.50.135.151/lajsba/article/view/272
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