Resource Library

seismic interpretation software - SOM

Seismic Pattern Recognition in Shale Resource Plays

E&P Magazine
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Utilizing machine learning via Self-Organizing Maps (SOM) and Principal Component Analysis (PCA) interpretation techniques to help identify sweet spots ...
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Calibrating SOM Results to Wells – Improving Stratigraphic Resolution in the Niobrara Square Thumbnail

Calibrating SOM Results to Wells – Improving Stratigraphic Resolution in the Niobrara

SEG 2020
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By using statistical tools such as Attribute Selection, which uses Principal Component Analysis (PCA), and Multi-Attribute Classification using Self Organizing ...
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Gas Hydrates, Reefs, Channel Architecture, and Fizz Gas SOM Applications in a Variety of Geologic Settings Square Thumbnail

Gas Hydrates, Reefs, Channel Architecture, and Fizz Gas: SOM Applications in a Variety of Geologic Settings

SEG 2020
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Students at the University of Oklahoma have been exploring the uses of SOM techniques for the last year. This presentation ...
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systematic workflow for reservoir thumbnail

Systematic Workflow for Reservoir Characterization in Northwestern Colombia using Multi-attribute Classification

First Break
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A workflow is presented which includes data conditioning, finding the best combination of attributes for ML classification aided by Principal ...
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FINDING THE BEST ATTRIBUTE COMBINATION FOR SEISMIC FACIES CLASSIFICATION Squared Thumbnail

Finding the best attribute combination for seismic facies classification

2019 Oil & Gas Machine Learning Symposium
Abstract: Interpreters face two main challenges in computer-assisted seismic facies analysis. The first challenge is to define, or “label”, the ...
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The Oil Industry's Cyber

The Oil Industry’s Cyber–Transformation Is Closer Than You Think

AAPG Explorer
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Dr. Tom Smith, President and CEO of Geophysical Insights, shares his predictions on the evolution of digital transformation in oil ...
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Oil & Gas Big Data

What is Big Data?

Geophysical Insights
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Dr. Tom Smith explains "What is Big Data" and it's impact on the oil and gas industry in this short ...
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Seismic Interpretation Below Tuning with Multiattribute Analysis figure 10

Seismic Interpretation Below Tuning with Multi-attribute Analysis

The Leading Edge
Seismic interpretation of thin beds below tuning has always been a challenge in the oil and gas industry. A multi-attribute ...
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Visualization of tight carbonate reservoirs

Visualization and Characterization of Paleozoic (Ordovician-Devonian) Tight Carbonate Reservoirs, Oklahoma, Part 2

Geophysical Insights
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Part 2 of a 2-part Paradise Application Brief series applying multiple seismic attributes to enable easy high-grading of leaseholds, asses ...
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