Welcome to the new Datapages Archives
Datapages has redesigned the Archives with new features. You can search from the home page or browse content from over 40 publishers and societies. Non-subscribers may now view abstracts on all items before purchasing full text. Please continue to send us your feedback at emailaddress.
AAPG Members: Your membership includes full access to the online archive of the AAPG Bulletin. Please login at Members Only. Access to full text from other collections requires a subscription or pay-per-view document purchase.
Welcome to the new Datapages Archives
Search Results > New Search > Revise Search
The AAPG/Datapages Combined Publications Database
Showing 5,753 Results. Searched 195,364 documents.
Abstract: Seismic Attributes A Promising Aid for Hydrocarbon Prediction in Deep Water of the Ceará Basin, Brazilian Equatorial Margin;
Karen Leopoldino Oliveira, Karelia La Marca, Heather Bedle
Search and Discovery.com
... and an unsupervised machine-learning technique called self-organizing maps were applied focusing on this Cenomanian-Turonian interval. These techniques...
Unknown
Understanding Attributes and Their Use in the Application of Neural Analysis Case Histories Both Conventional and Unconventional, #41473 (2014).
Deborah Sacrey, Rocky Roden
Search and Discovery.com
... characteristics constitutes attribute analysis and can significantly impact reducing risk in hydrocarbon prospecting. Self-Organizing Maps (SOM...
2014
Inversion Case Studies From the SCOOP and STACK Areas in the Anadarko Basin
Search and Discovery.com
N/A
Abstract: A Novel Workflow on Unsupervised Deep Learning Extraction of High-Resolution Image Texture for Building Automated Image Morphofacies in Siliciclastic Depositional Environments; #91204 (2023)
Ivan Wu, Sarvagya Parashar
Search and Discovery.com
... with the sorting index, this helps to make the “bioturbation index” for the entire sequence. The fourth step involves using the unsupervised self-organizing map...
2023
Abstract: The Gulf of Mexico as a CASEP (Complex Adaptive System with Emergent Properties): a New Analog for Mobile Substrate Basin Exploration Worldwide, by R. L. Phair; #90933 (1998).
Search and Discovery.com
1998
Abstract: Reaction Transport Modeling of Dolomitization Reveals the Emergence of Self-Organizing Patterns, by David A. Budd and Anthony J. Park; #90124 (2011)
Search and Discovery.com
2011
Abstract: Water’s Planet, by Grimm, Kurt; #90162 (2013)
Search and Discovery.com
2013
Seismic Data Conditioning for Identification of Sand Dunes in the Early Jurassic Nugget Formation in the Moxa Arch; #51639 (2020)
Dhruv Agrawal, Sumit Verma, Subhashis Mallick
Search and Discovery.com
...). Figure 8. (a) Stratal slice of the seismic facies, generated with Self Organizing Map (SOM) algorithm, (b) GLCM homogeneity with bump map. Both are taken...
2020
An Analytic Approach to Geologic Interpretation and Petrophysical Modeling of the Bakken/Three Forks Plays
Michael Roth, Murray Roth
Unconventional Resources Technology Conference (URTEC)
... in unconventional plays. In this study, a hierarchical self-organizing map easily identified the Upper, Lower and Middle Bakken formations, as well as the variable...
2013
Self-Organizing Models of Shallow-Water Carbonate Accumulation
Carl N. Drummond, Pamela J. Dugan
Journal of Sedimentary Research (SEPM)
...Self-Organizing Models of Shallow-Water Carbonate Accumulation Carl N. Drummond, Pamela J. Dugan 1999 Vol. 69 (1999), No. 4. (July...
1999
Abstract: Seismic Geomorphology, Sequence Stratigraphy and Application of Self Organizing Maps for Identification of Architectural Elements: A Case Study of the Cenozoic Deep-Water Strata in the North Carnarvon Basin, Australia;
Laura Ortiz Sanguino, Jerson Tellez, Heather Bedle
Search and Discovery.com
...Abstract: Seismic Geomorphology, Sequence Stratigraphy and Application of Self Organizing Maps for Identification of Architectural Elements: A Case...
Unknown
Depositional Environments and Sequence Stratigraphy of Carbonate Mudrocks Using Sedimentology, Multi-Scale Electrofacies Visualization, and Geochemical Analyses: Tuwaiq Mountain and Hanifa Formations, Saudi Arabia
Search and Discovery.com
N/A
Explaining Clusters to Interpreters Using Opacity Modulation; #120165 (2014)
Thang Ha, Kurt Marfurt
Search and Discovery.com
...-organizing map (SOM) and generative topographic maps (GTM) extract geologic features that have similar expression in attribute space. Then, using well control...
2014
Integrated carbonate reservoir types modeling based on the PRT deep learning and multi-parameters seismic inversion and its application
Chen Xin, Song Jiawen, Liu Qing, Sun Qian, Zhao Min, Qi Qunli, Weixiang Zhong, Dengyi Xiao, Tang Zichang, Fuli An, Wang Bo, Fan Hanzhou, Li Xiaoliang, Huang Kongzhi, Liu Qiang
International Meeting for Applied Geoscience and Energy (IMAGE)
..., and X. Zhang, 2018, Lithofacies modeling of complex carbonate reservoirs using a self-organizing map neural network: Journal of Natural Gas Science...
2023
Seismic geomorphology analysis of coal-bearing reservoirs using Waveform Classification: A case study from the northern Malay Basin
Ismailalwali A.M. Babikir, Ahmed M.A. Salim, Deva P. Ghosh
Geological Society of Malaysia (GSM)
...., 2003). For this study, an unsupervised classification was carried out using a self-organizing map algorithm of Stratimagic® software to produce facies...
2018
Abstract: Comparison of Image Analysis Tools in Mapping Water-Bottom Sediment Distributions from a Modern Carbonate Platform Using Multi-Spectral Landsat Data, by S. E. Kaczmarek, C. E. Harris, and S. Fullmer; #90090 (2009).
Search and Discovery.com
2009
2012
Unsupervised Seismic Facies Classifications of the Lower Strawn Fm. Bend Arch-Fort Worth Basin, TX
Search and Discovery.com
N/A
VMD Based Sedimentary Cycle Division for Unconventional Facies Analysis
Fangyu Li, Tao Zhao, Yin Zhang, Kurt J. Marfurt
Unconventional Resources Technology Conference (URTEC)
... as the term of signal decomposition results from both EMD and VMD.) Self-organizing map (SOM) is an excellent seismic facies analysis/classification tool...
2016
Study of the Sand Dunes in the Early Jurassic Nugget Formation in the Moxa Arch of Wyoming Using Seismic Attributes and Petrophysical Modeling
Search and Discovery.com
N/A
Continuous Mineral Mapping of Core Using Hyperspectral Imaging: Example from the Upper Cretaceous Austin Chalk Marathon 1 Robert Todd Core, Central Louisiana; #42414 (2019)
Tobi Kosanke, Robert G. Loucks, Toti Larson, James Greene, Paul Linton
Search and Discovery.com
... to different spectral responses → self-organizing map (SOM) classes represent different rock compositions and textures Determine relationships...
2019
Evaluation Method of Low Permeability Reservoirs Based on Logging Petrophysical Facies Identification: A Case Study of the Upper Member of Mengyin Formation in Gaoqing Area, Dongying Depression
Search and Discovery.com
N/A
Identification and distribution of hydraulic flow units of heterogeneous reservoir in Obaiyed gas field, Western Desert, Egypt: A case study
Mohamed A. Kassab, Ahmed Elgibaly, Ali Abbas, and Ibrahim Mabrouk
AAPG Bulletin
... indexed and probabilized self-organizing map was built using suite of well logs analyzed into their principal components as the model input along...
2021
Innovative Log Reconstruction Workflows for Seismic Reservoir Characterisation Through Mitigation of the Challenges of Extremely Sparse Data Set
Search and Discovery.com
N/A
Lifecycle Optimization of Unconventional Plays A Bakken Case Study
Murray Roth, Michael Roth
Unconventional Resources Technology Conference (URTEC)
... self-organizing tree classification (Figure 3). Figure 3: Hierarchical self-organizing tree classification of Bakken and Three Forks facies...
2014