Abstract
This contribution is an introduction to the thematic collection ‘Digitally enabled geoscience workflows: Unlocking the power of our data’. The goal of the collection is to show how advances in data-science are transforming the process of scientific research and fueling a new generation of energy geoscience workflows. These workflows are providing game-changing advances in terms of time saving on complex tasks, improved consistency and repeatability of interpretation, and utilization of scarce experienced geoscientists. Eight articles have been accepted for publication as part of this thematic collection, five in Petroleum Geoscience and three in Geoenergy . We provide a short summary of each of these contributions and hope that this collection will provide inspiration and examples of the breadth of workflows that can be transformed by embracing the coming wave of digital technologies. This thematic collection resulted from an open call for papers on the theme of ‘Digitally enabled geoscience workflows: Unlocking the power of our data’. Eight contributions have been accepted for publication, five in Petroleum Geoscience and three in Geoenergy . Although the energy geoscience industry typically employs statistical workflows that are highly data intensive, it has been relatively slow to adopt modern data-science technologies. This is a result of historical reliance on established methods, the cost and complexity of adopting new technologies, and cultural and organizational challenges. However, with improved computing power and growing interest in data sciences, this is now changing rapidly, with the development and application of data-driven workflows an active area of research in energy geoscience. It is expected that the publication of research contributions in this area will continue to accelerate, with this collection providing a useful summary of the current key emerging themes.
Published Version
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