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A practical guide to the latest technologies and techniques in subsurface energy exploration
In Geophysical Exploration for Hydrocarbon Reservoirs, Geothermal Energy, and Carbon Storage: New Technologies and AI-based Approaches, distinguished researcher Said Gaci delivers a practice-oriented overview and comparison of the concepts, methods, and workflows for the geophysical characterization of hydrocarbon and geothermal reservoirs, including those reservoirs suitable for large-scale carbon sequestration.
Organized into four parts, the book begins with a summary of novel petroleum exploration technologies and discussions of illustrative case studies from around the world. It then explains how to integrate seismic and other non-invasive surveying methods for a comprehensive multiscale reservoir characterization. The third part explores the implementation of artificial intelligence tools in remote exploration, rock typing, and fluid prediction. The final part demonstrates how to apply hydrocarbon exploration methods to the exploration and development of geothermal reservoirs and underground carbon dioxide storage sites.
Readers will find:
Perfect for geologists, geoengineers, geophysicists, and fossil fuel professionals, Geophysical Exploration for Hydrocarbon Reservoirs, Geothermal Energy, and Carbon Storage will also benefit anyone aiming to remain at the forefront of subsurface energy exploration in the twenty-first century.
Said Gaci, PhD, is the Director of Scientific and Technical Support to Research at Sonatrach's Central Research and Development Directorate (DC R&D). His research interests include the application of signal processing and pattern recognition techniques in the geosciences.
Preface
About the Book
Section I: New Technologies and insights into Petroleum Exploration
Chapter 1: Gas Seepage in Marginal Structures as Additional Shallow and Deep Hydrocarbon Systems Indicator (Some of Recent FR Scanning Results), Valery Soloviev, Mykola Yakymchuk, and Ignat Korchagin
Chapter 2: The Role of the LVZ and of Increased Seismicity in the Localization of Abiogenic HC in the Crystalline Cructal Coast of Zakarpatya), Valeriy Korchin, and Elena Karnaukhova
Chapter 3: Precambrian Mid-Continent Rift Potential for Hosting Numerous Helium and Hydrogen Accumulations, Central USA, Steven A. Tedesco
Chapter 4: Production from Desmoinesian and Atokan Age Coalbed Methane and Carbonaceous Mudstone and Their Relationship to Structure and Geologic History of the Cherokee Basin, Kansas and Oklahoma, USA, Steven A. Tedesco
Chapter 5: Geophysical Research and Monitoring Within the Framework of a Block-Layered Model with Inclusions of a Hierarchical Structure, Olga Hachay and Khachay Andrey
Section II: Reservoir Characterization Concepts and Workflows
Chapter 6: A Review on Shear Wave Velocity Estimation Methods, Said Gaci and Mohammed Farfour
Chapter 7: Geomechanics in Petroleum Exploration, Development and Energy Transition, Ghoulem Ifrene, and Kuldeep Singh
Chapter 8: Size Scaling and Spatial Clustering of Natural Fracture Networks Using Fractal Analysis, , Sofiane Djezzar and Aldjia Boualam
Chapter 9: Application of Seismic Attributes on Digital Elevation Model: Fractures Detection and Reservoir Implication, Sofiane Djezzar and Aldjia Boualam
Chapter 10: Structural Analysis and Fracture Kinematics Using Seismic 2D and Geological Maps, Sofiane Djezzar and Aldjia Boualam
Chapter 11: A New Method for Reservoir Fracture Characterization and Modeling Using Surface Analog, Sofiane Djezzar and Aldjia Boualam
Chapter 12: An Integrated Workflow for Multiscale Fracture Analysis in Reservoir Analog, Sofiane Djezzar and Aldjia Boualam
Section III: Artificial Intelligence Applied to Reservoir Characterization
Chapter 13: Exploring the Depths: Satellite Image Processing and Artificial Intelligence in the Oil and Gas Industry, Hasna Yazid, and Said Gaci
Chapter 14: Modern AI Usage in the Oil and Gas Industry for Reservoir Characterization and Lithofacies Forecasting (Rock Typing), Hasna Yazid, Said Gaci and Mohammed Farfour
Chapter 15: Logging-Data-Driven Fluid Prediction in Clastic Reservoir Based on Fractal Attributes and Machine Learning Methods, Abdelbasset Boulassel, Soraya Makhlouf, Fethi Ali Cheddad, Badis Zegagh, Salah Boufenchouche, Amar Boudella, Naima Zaourar, Said Gaci
Chapter 16: Unlocking Deeper Insights: Using Machine Learning to Predict Dynamic Shear Wave Slowness from Well Logs, Abdelbasset Boulassel, Soraya Makhlouf, Badis Zegagh, Salah Boufenchouche, Fethi Ali Cheddad, Amar Boudella, Naima Zaourar, Said Gaci
Section IV: Energy transition: New Perspectives on Geothermal Energy Exploration and Development and CO2 sequestration
Chapter 17: Energy Transition and the Role of AI: Statistics, Trends, and Implications, Said Gaci, Hasna Yazid, Aziz Khelalef, and Mohammed Farfour
Chapter 18: On the Importance of Integrating Geomodelling in Geothermal Studies, Mohamed Amrouche
Chapter 19: Technological Advancements, Challenges and Outlook of Geothermal Reservoir Operations, Ghoulem Ifrene, Singh Kuldeep, and William Gosnold
Chapter 20: Reservoir Characterization and Multiscale Mineralogical, Geomechanical, and Petrophysical Analyses of a CO2 Storage Aquifer: Application for CCS Projects in North Dakota, Aimen Laalam, Ahmed Merzoug, and Hichem Aymen Katib Chellal
Chapter 21: Anthropogenic Carbon Sequestration into the Subsurface:- Caveats and Pitfalls, Steven A. Tedesco
by Said Gaci and Mohammed Farfour
Geophysical Exploration for Hydrocarbon Reservoirs, Geothermal Energy, and Carbon Storage: New Technologies and AI-based Approaches is an interdisciplinary book that integrates the fields of petroleum exploration, reservoir characterization, and energy transition. It also highlights the use of new geological knowledge and artificial intelligence techniques in reservoir characterization. Each topic is presented through theoretical frameworks, accompanied by recent case studies from various global contexts. This book provides practical insights into petroleum exploration, reservoir characterization, geothermal energy development, and CO2 sequestration.
Direct frequency-resonance (FR)-sounding technologies can identify the source and depth of gas migration in continental margins of the World Ocean (Heggland, 1998; Levashov et al., 2012; Yakymchuk et al., 2022; Yakymchuk and Korchagin, 2023). Discussed cases study taken from marginal migration centers of the Greenland shelf, Norwegian, Barents, and North Seas, and other structures of continental margins validate the impact of crust-mantle gas fluids on degassing mechanisms and support the "volcanic model" for continental margin formation in several part of the Earth. Using FR technologies, seeps can be served as supplementary indicators of hydrocarbon deposits in regions of gas release, helping in the construction of models pertaining to deep structure and abiogenic formation mechanisms. Seeps of methane and oil spills may be signs of volcanic activity and a factor in the changing worldwide climate.
The deep genesis of hydrocarbons and their vertical movement along faults are becoming more and more involved in exploration efforts based on the organic hypothesis of oil origin. This means that in order to explain both local anomalies and potential for hydrocarbon exploration and production, a certain region's deep geological structure must be meticulously modeled. The most efficient technique takes into account geothermal, seismic sections of DSS, tectonics, and the physical characteristics of rocks, namely petrophysical thermobaric modeling (PTBM) (Korchin et al., 2020; Korchin and Karnaukhova, 2021). Low velocity zones (LVZs) validate the new hypothesis of thermobaric mineral matter decompaction in the Earth's crust at depths of 5-25 km. Exploring the deep structure of this area and, in particular, determining the location and configuration of the LVZs in the future will greatly increase the potential for finding hydrocarbon resources in Transcarpathia (Ukraine).
The Mid-Continent Rift (MCR) is a 1.1-billion-year-old Precambrian feature in the central USA, known for its base metal and iron production in the northern regions. It underlies oil and gas-producing areas like as the Nemaha Ridge in Nebraska, Oklahoma, and Kansas, the Michigan Basin, Findley Arch in Ohio, and Indiana and Cincinnati Arch in Kentucky and Tennessee, though its connection to Paleozoic production is unclear. Reactivated Precambrian faults in the MCR provide structural traps and pathways for migrating helium (He), hydrogen (H), and dolomitizing fluids, enhancing Paleozoic reservoirs. Helium and hydrogen show have been reported in several wells, especially in the Kansas zone and near Babbitt, Minnesota. Helium is vital for technology and medicine, and global shortages persist, with key production centers in the USA, Canada, and other regions. Despite exploration efforts in Nebraska, Iowa, Kansas, and Michigan, significant He or H finds have yet to emerge. The scale of the MCR makes exploration challenging, with limited success so far, but the region remains a potential target for He and H resources (Tedesco, 2022; Maiga et al., 2023).
The Cherokee Basin, located in southeastern Kansas and northeastern Oklahoma, has been producing gas from Lower Desmoinesian and Atokan-age coalbed methane and carbonaceous mudstone (CBMCM) reservoirs since the 1920s. A major development effort in the 1990s expanded production until gas prices collapsed in 2008, halting further growth. By that time, over 6000 wells were active, with more than 1000 awaiting connection. However, as of 2023, CBMCM exploitation has not resumed, given more profitable shale gas plays across the USA. Despite low production rates, many wells continue to operate without significant decline. The basin is part of the Pennsylvanian Interior Basin, with key gas-producing coals such as the Riverton, Drywood-Rowe, Weir-Pittsburg, and Mulky coals. The most productive wells are located near the Chautauqua Arch, where heat from underlying Precambrian plutons facilitated gas generation. From 1982 to 2011, the basin produced 355 BCF of gas, about 12.6% of the USGS's estimated 2.8 TCF. Despite earlier projections of higher reserves, actual recovery per well has been lower than expected. This study proposes an exploration model for finding similar CBMCM deposits elsewhere (Tedesco, 2014; Newell et al., 2004).
This review discusses the development of new models of continuous media mechanics. These models are applied to the study of events occurring in permafrost under the impact of thawing processes, as well as to composite and statistically heterogeneous media, new structural materials, difficult arrays in mine and ground settings, and studying phenomena in permafrost under thawing processes (Panin et al. 1985; Goldin, 2002). The authors...
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