HomeScience Discipline Business and Economics

Business and Economics

Learn! Blog

Deep learning for predicting behaviors is becoming indispensable in the oil industry. Understanding the fundamentals and having a hands-on experience with hacking Python code in order to predict reservoir flow was the experience provided by the first AAPG-Halliburton Hackathon, which took place July 19 in Houston. Led by the AAPG’s Deep Learning Technical Interest Group (TIG) and Halliburton, the event attracted more than 120 registrants who were primarily geoscientists, engineers, and data scientists who worked together in teams that competed against each other and were judged by a panel of experts. The hackathon was powered by the OpenEarth® Community and supported by a team of Halliburton experts in Python software, code, ideation, and strategy – as well as by domain experts and judges from the Deep Learning TIG.

Show more
American Association of Petroleum Geologists (AAPG)
Explorer Division Column DEG

While some of you know my past as a sedimentary geologist interested in reservoir dynamics and improved recovery, both in industry and later as a college professor, about 23 years ago I became hooked on the history of oilfield waste and its impact in the United States. I have dedicated myself to finding and saving as much publicly available documentation as possible on the history.

American Association of Petroleum Geologists (AAPG)
Explorer Director’s Corner

It’s unusual for an article in the EXPLORER to create an online firestorm. But as you can see, if you’ve paged through this issue to the Readers’ Forum, or followed the back and forth on Twitter or reviewed the comments submitted on the EXPLORER webpage, that’s what occurred in response to an article by veteran correspondent Ken Milam entitled, “Are There Benefits to Climate Change?” in last month’s issue.

American Association of Petroleum Geologists (AAPG)
Latin America Blog

Sustainable development was a key theme throughout AAPG’s inaugural Energy Opportunities Conference held Aug. 22-23 in Cartagena, Colombia. This high-profile event convened 202 industry executives and government officials representing 94 organizations and 21 countries.

American Association of Petroleum Geologists (AAPG)
Explorer President’s Column

Sustainable development was a key theme throughout AAPG’s inaugural Energy Opportunities Conference held Aug. 22-23 in Cartagena, Colombia. This high-profile event convened 202 industry executives and government officials representing 94 organizations and 21 countries.

American Association of Petroleum Geologists (AAPG)
Explorer Article

The balance between local and state regulatory authority is currently at issue in Kingfisher County, Okla., at the heart of the mostly-oil STACK play.

American Association of Petroleum Geologists (AAPG)
Explorer Historical Highlights

“Light the flare.” With those words, Blackie Davidson tossed up a lighted, oil-soaked rag and the gas started to burn in a 30-foot-long flare. This was the real beginning – the opening of the Williston Basin to oil production on April 4, 1951. The discovery of oil will always be remembered by those who were in North Dakota at the time. Its effect on the state and the nation can never be properly assessed.

American Association of Petroleum Geologists (AAPG)
Learn! Blog

We are now able to detect DNA fingerprints from micro-seepage and to use machine learning to create maps that identify where hydrocarbons are likely to be found. It's an exciting breakthrough.

American Association of Petroleum Geologists (AAPG)
Explorer Division Column EMD

I am pleased to serve as president of the Energy Minerals Division for 2018-19. My main goals for this year are to provide frequent, easily accessible, relevant, high-quality technical content, and to improve our member engagement and communication with the regions, local societies and other geological associations.

American Association of Petroleum Geologists (AAPG)
Explorer Director’s Corner

If you attended the AAPG Annual Convention and Exhibition in Salt Lake City this year, you may have noticed additional signs in the hallways and slides shown in the opening and technical sessions that introduced the AAPG Code of Conduct. It’s a new element for ACE and it’s something we care about in our desire to foster an environment that allows our attendees to best realize their professional goals. This month I’d like to share with you how it came to be, and more importantly, why.

Show more
American Association of Petroleum Geologists (AAPG)
Workshop
Muscat, Oman
Monday, 6 April Wednesday, 8 April 2026, 8:00 a.m.–5:00 p.m.

The AAPG Structural Styles of the Middle East is back! This exciting and highly anticipated Geoscience Technology Workshop will take place from 6 – 8 April 2026, in Muscat, Oman. This workshop aims to explore the diverse structural styles resulting from the different deformation phases on the tectonostratigraphic framework of the Arabian Plate and adjacent regions.  

American Association of Petroleum Geologists (AAPG)
Field Seminar
Muscat, Oman
Sunday, 5 April 2026, 8:00 a.m.–4:30 p.m.

This one-day advanced course delivers a focused and highly practical framework for interpreting structural styles in the Middle East, combined with the unique advantage of applying Generative AI (GenAI) to elevate geological understanding and decision-making. Built for geoscientists working in exploration, development, or basin modeling, the course emphasizes practical techniques, hands-on interpretation, and modern tools that increase accuracy, speed, and confidence in structural workflows. We begin with a foundational module designed to unify all participants, regardless of background, around the principles of fault mechanics and structural style recognition. Participants will revisit faulting fundamentals, mechanical stratigraphy, and structural style classification. The goal is to align interpretation techniques with geological processes, and to establish a shared vocabulary for the day. An introduction to GenAI highlights its role in managing structural ambiguity and enhancing workflows, helping geoscientists clarify options when data is incomplete or conflicting. Normal Faulting Through a sequence of focused exercises, participants explore fault segmentation, growth history, and interpretation in extensional domains. This segment reinforces practical skills in identifying and validating fault geometries in map and section views. GenAI is introduced as a scenario-building tool: participants will use it to explore structural uncertainty, generate alternative models, and compare extensional interpretations, all using fragmented or incomplete datasets, not as a seismic interpreter but as a powerful thought partner. Strike-Slip and Transtension This module targets the complexity of strike-slip and transtensional systems. Participants learn to distinguish pure strike-slip geometries from transtensional overprints, assess compartmentalization, and model realistic deformation patterns. Interpretation exercises develop structural reasoning in map and cross-sectional views. GenAI is applied here to integrate multi-source inputs, such as field data, analogs, and internal reports, to support rapid synthesis and generate testable structural concepts. Salt Tectonics The final segment introduces key diagnostic features of salt-related deformation: welds, reactive and passive diapirs, and halokinetic sequences. Exercises train participants to recognize salt-influenced geometries and link them to broader structural evolution. GenAI then supports pattern recognition and memory mining, leveraging archived knowledge from prior studies, case histories, and analog reports to help geoscientists build and validate interpretations faster and with more confidence. What makes this course different? This is not a theoretical seminar. It’s a learning accelerator, where foundational concepts are applied in realistic interpretation settings, then extended with state-of-the-art GenAI capabilities. You’ll not only sharpen your structural reasoning, but learn how to delegate time-consuming tasks, like synthesizing legacy reports, generating alternative scenarios, or exploring interpretation options, to an intelligent AI partner. By the end of the day, participants will: Recognize and differentiate key fault styles with confidence Improve fault interpretation quality and geological risk assessment Use GenAI to test structural scenarios and extract insight from fragmented or incomplete datasets Accelerate their ability to interpret, communicate, and make decisions in structurally complex plays This course equips you with what matters most today: deep geological understanding, elevated by the best of modern AI. Who Should Attend and Why This course is ideal for both new hires and experienced geoscientists working across exploration, development, and reservoir modeling. Its exercise-driven format ensures that participants with diverse backgrounds, geologists, geophysicists, geomodelers, can engage, learn, and apply. While some familiarity with geosciences is beneficial, prior structural geology training is not required. What makes this course indispensable is its ability to bridge theory and practice: participants will gain a clear understanding of how rocks deform over time, how fault geometries evolve, and how these structures influence seismic interpretation, mapping, and static/dynamic modeling. By integrating real case studies and GenAI-enhanced workflows, the course delivers practical tools to improve subsurface outcomes and build models that match project maturity and business objectives. Main Objective This course delivers the structural geology foundations every geoscientist needs to confidently interpret faults and build or validate static models. Derived from decades of project reviews, interpretation support, and applied field experience, these “must-know” concepts include fault mechanics, growth, segmentation, and structural style recognition, relevant to both exploration and production settings. Participants will strengthen their ability to recognize deformation styles, interpret fault geometries in map and section view, assess mechanical stratigraphy and reactivation risk, and QC interpretations with confidence. Throughout the course, GenAI is introduced not as a software tool, but as a workflow enhancer, used to reduce ambiguity, test structural hypotheses, and extract insight from fragmented datasets or legacy documentation. This empowers geoscientists to think more clearly, work more efficiently, and improve the geological soundness of their models. Key Points Date: 5th April,2026 Venue: Crowne Plaza Hotel, OCEC Registration Fee: $590 Registration Deadline: 22nd February,2026 *Registration will be opening shortly Instructors Pascal Richard PRgeology Jan Witte Falcon-Geoconsulting

Show more
American Association of Petroleum Geologists (AAPG)
Field Seminar
Muscat, Oman
Thursday, 9 April Friday, 10 April 2026, 7:30 a.m.–7:00 p.m.

The Jabal Akhdar in the Central Oman Mountains forms a ~90 km × 60 km dome. The core of this dome consists of Cryogenian to Ediacaran siliciclastics and carbonates, including source rocks. These rocks are separated from the overlying rocks by a spectacularly exposed angular unconformity. The rocks above this unconformity are Permo-Mesozoic shelf carbonates of the Arabian passive margin. The rocks below the unconformity are folded twice, while those above show no such folding. During the Late Cretaceous, Arabia was overthrust by the Samail Ophiolite and Hawasina deep-sea sedimentary rocks. Final doming occurred during the late Eocene to early Miocene. The Jabal Akhdar Dome is a textbook example of stratigraphy and structural geology development from the Cryogenian to the present. Furthermore, findings from the dome can be used as a natural laboratory and serve as an analogue for the hydrocarbon-bearing sequences in interior Oman. The two-day field trip will start at the Saiq Plateau where we will examine Cryogenian Snowball-Earth diamictites with cap carbonates, blended within the scenic landscape of Jabal Akhdar. The second day will start at a breath-taking vista point at Wadi Bani Awf. From there we will descend into the core of the Jabal Akhdar and explore the structural style of the Cryogenian and younger succession. Field Trip Information: Date: 9th – 10th April 2026 Time: 7:30am – 7pm Field Trip fee: $550 Registration Deadline: 5th March 2026 (*registration will be opening shortly) Fees Include: 1 night accommodation in a hotel Guided hiking tour through rose farms and ancient villages in Jebel Akhdar (2–3 hours) Traditional Omani lunch hosted at a local home BBQ dinner in a scenic open area at Jebel Akhdar All transportation (4x4s) Field Trip Leaders Ivan Callegari GUtech Oman Wilfried Bauer GUtech Oman Andreas Scharf Sultan Qaboos University

Show more
American Association of Petroleum Geologists (AAPG)
DL Abstract

Climate change is not only happening in the atmosphere but also in the anthroposphere; in some ways the former could drive or exacerbate the latter, with extreme weather excursions and extreme excursions from societal norms occurring all over the earth. Accomplishing geoscience for a common goal – whether that is for successful business activities, resource assessment for public planning, mitigating the impacts of geological hazards, or for the sheer love of furthering knowledge and understanding – can and should be done by a workforce that is equitably developed and supported. Difficulty arises when the value of institutional programs to increase equity and diversity is not realized.

Show more

Request a visit from Sherilyn Williams-Stroud!

American Association of Petroleum Geologists (AAPG)

Related Interests

See Also ...