Taranaki Basin Curated Well Logs

Machine learning (ML) models are being widely used in the geosciences for various tasks involving well log data, including prediction of missing well log curves, picking of stratigraphic surfaces, facies classification, and segmentation of different rock types. Even though various ML applications have been proposed in the literature, it is difficult to reproduce and advance the prior art without having access to the data and preprocessing steps used. In fact, there is an increasing need for benchmark cases to assess past and future solutions. The present dataset integrates well log data curated from the 2016 New Zealand Petroleum Exploration Public Data Pack.