Geophysical Insights at SEG 2017 in Houston, Booth #301
Using Attributes to Interpret the Environment of Deposition - A 1 day course. Taught by Kurt Marfurt, Rocky Roden, and ChingWen Chen
Dr. Kurt Marfurt and Dr. Tom Smith featured in the July edition of AOGR on Machine Learning and Multi-Attribute Analysis
Rocky Roden and Ching Wen Chen in May edition of First Break - Interpretation of DHI Characteristics using Machine Learning
Seismic interpretation and machine learning by Rocky Roden and Deborah Sacrey, GeoExPro, December 2016
Paradise Overview Banner V3.jpg
Paradise Overview Banner V3.jpg

Paradise Overview


 

  

  

 

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Paradise Overview


 

  

  

 

 

Paradise: Learning Machine Technology

The Next Generation in Seismic Interpretation

Paradise is a dramatic new geoscience analysis platform featuring machine learning methods for oil and gas exploration and development. The unique software suite enables geoscientists to rapidly analyze multiple seismic attributes and other information simultaneously, creating deeper insights from the data and resulting in several sources of value. Some of the features available empower the geoscientists to...

  • Identify changes in facies related pore pressure
  • Reveal geologic and stratigraphic features
  • Visualize thin beds and facies below seismic resolution
  • Recon large volumes to reveal anomalies for further analysis
  • Discriminate direct hydrocarbon indicators (DHIs) in conventionals
  • Locate fracture trends and sweet spots in shale plays
 
 

New in Paradise

 

Attribute Generator


Attribute Generator


 

Attribute
Generator

The Attribute Generator combines the world class attributes from the AASPI Consortium at the University of Oklahoma with the robust instantaneous attributes in the core Paradise Platform.  Offered as an optional application to Paradise, the Attribute Generator calculates over 80 attributes types, including amplitude, geometric, spectral decomposition.  Attributes can be generated using the straightforward, guided thought-flows in Paradise, then conveniently loaded in Paradise for analysis using PCA and SOM.  

Categories

- Structure
- Amplitude
- Spectral Decomp
- Texture

- Instantaneous
- Dip
- Similarity
- Similarity
- Curvature

 

Principal Component Analysis


Principal Component Analysis


 

Principal
Component
Analysis
(PCA)

Attributes differ in their relative contribution to information in a given volume. PCA is a method of identifying those attributes that have the greatest contribution to the data and quantifying the relative contribution of each attribute. The PCA workflow in Paradise is applied on the attributes to assess their relative contribution to the SOM analysis.

 

Self-Organizing Maps


Self-Organizing Maps


 

Self-Organizing Maps (SOMs)

The SOM is a neural network based machine learning process that is applied to multiple attribute volumes simultaneously. Applied at full seismic resolution in Paradise, the SOM produces a non-linear classification of the data in a region designated by the interpreter. Regions can be delimited by time, between horizons, or above and below a given horizon in Paradise. The interpreter uses the 2D Colormap to analyze SOM results.  Each hexagonal object (neuron) in the interactive 2D Colormap represents a class of data in the region and a corresponding geologic condition. The SOM distills greater information from the seismic response by extracting more information from multiple attributes.  

 
 

Stay Connected


Stay Connected


 

Connect with Geophysical Insights to discover upcoming products and events

 

Interactive 2D Colormaps


Interactive 2D Colormaps


 

A SOM analysis with two corresponding 8x8 neural hexagonal 2D color bars that are interactive with the Universal Viewer

Interactive
2D Colormap

Paradise is the only software product in the industry with a 2D Colormap representing neuron classifications of attributes. The 2D Colormap is used interactively with the Paradise Universal Viewer to select and isolate specific neurons which have classified a set of seismic attributes according to where data is concentrated. The Paradise 2D Colormap focuses on specific anomalies, discovering geologic features, stratigraphic features, high pore pressure, or direct hydrocarbons indicators (DHI’s).

 

Guided Workflows


Guided Workflows


 

Guided
Workflows

Paradise enables every interpreter to use powerful machine learning processes through straight forward, left-to-right guided workflows. Click below to learn more about how to set up and generate a PCA chart of attributes and SOM classification results, then use the unique 2D Colormap with the 3D Viewer to interpret geobodies.  
 

Click here to discover how our simple, yet powerful, Guided Workflows are applied in Paradise

Paradise guided workflows
 

Seismic Interpretation l 3D Viewer


Seismic Interpretation l 3D Viewer


 
 

Universal Viewer

The Universal Viewer presents your SOM process results through classification and probability volumes. Using the unique interactive 2D Colormap, geoscientists can selectively isolate, visualize, and analyze each individual neuron. 

Specific features and anomalies can be investigated according to classification and probability results. The interactive capability of the Universal Viewer and interactive 2D Colormap enables a faster and higher fidelity through a 360 degree view of the volume, thereby reducing exploration risk. The Universal Viewer also offers a variety of data views, 

 
 

Inlines  Crosslines  Chair cuts  Faults  Grids  Horizons • Horizon ghosting  Volume-oriented data views  Well paths

The selected data objects in the Universal Viewer windows do not need to be reselected as the interpreter navigates between Universal Viewer, 2D Viewer, and the World Map. Data is selected for viewers from a single workspace navigation tree.

 

Geobody Analysis l Seismic Interpretation with Paradise


Geobody Analysis l Seismic Interpretation with Paradise


 

Geobody
Analysis

Interpreters now have a tool that quantifies the relative contribution of attributes within a geobody. Building on the unique capabilities of the Paradise 2D Colormap and SOM classification results, the 2D Colormap reveals the specific attributes comprising a selected classification result as represented by each neuron in the 2D Colormap. Use this powerful new capability to identify the attributes within an area of interest, then run a SOM across the refined area to expose geobodies having similar properties.

     Real-time interactive attribute analysis allows interpreters to idenitify the attribute contributions per neuron

 

Seismic Interpretation l Enhanced Data Management


Seismic Interpretation l Enhanced Data Management


 

Enhanced Data Management

Dashboards & Sesions

The dynamically updated Dashboard provides a convenient snapshot of work performed on specific portfolios, along with the corresponding SOM and PCA results, in an easy-to-view tabular form. Select an item to see the underlying details or return to a specific session to continue an analysis.

 

 
 

Workspace

Paradise is a global analysis platform that enables interpreters to declare specific Workspaces within a regional setting. Workspaces are defined by seismic data, attribute volumes, and analysis results within a polygon on a map of any shape and size. The powerful combination of the World Map and user-identified Workspaces supports collaboration among asset teams and JV partners alike. Results within defined Workspaces can be exported to other interpretation tools to share the classification results from Paradise.

 

Connectors


Connectors


 

Connectors

Petrel Connector - The Petrel connector allows Paradise users to import and export data from Paradise into and out of Petrel. 

More connectors coming soon...

 

Technical Specs


Technical Specs


 

Technical Specifications

Below is a list of the minimum technical hardware and software requirements for running a single instance of the Paradise client and server on a dedicated workstation. 

•  Windows 7 or Windows 10 Pro
•  MS SQL Server 2012
•  8+ processing cores
•  32GB RAM
•  4GB Nvidia graphics card
•  2TB data storage (File storage capacity depends on the size of the seismic survey file(s), attribute files, interpretation files, and Paradise Output files)
•  1Gb ethernet connection for networked data storage or USB 3.0 connection for external storage devices

Contact us for more information regarding technical specifications on client/server installations. 

 

Paradise 30-Day Trial


Paradise 30-Day Trial


 

Paradise 30-Day Trial

Contact us to see for yourself how the machine learning capabilities in Paradise can reduce exploration risk and field development cost through a free 30-Day Trial.

 
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