Data Geoscience: Skills, Collaboration, and Open Source Approaches to creating value
Abstract
Data science has made significant impacts in terms of technology, automation, and efficiency in many industries and is making inroads into the energy industry. Many of the advances in data science have come through the development and application of powerful, community driven open source software packages. California Resources Corporation has adopted open source software into its developing data science program and implemented new training and collaboration efforts centered around hackathons and sprints. Open source software has propelled data science efforts around capital workovers, seismic cluster analysis, core photography analysis, petrophysics, and more. This presentation will show how we use open source software in our projects and showcase ongoing community efforts to build out a more complete and powerful open source geoscience software stack.
AAPG Datapages/Search and Discovery Article #90339 ©2019 AAPG Pacific Section Convention 2019, Long Beach, California, April 1-3, 2019