Visualizing Spatio-Temporal Data

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4D Spatio-Temporal Data

Many different 3D and 4D data types in the same view. Well paths, logs, and tops shown in context with 4D seismic and a reservoir simulation model. Production data also shown. Data used with permission of owner.

Visualizing spatio-temporal data on evolving entities or processes requires the definition of a 3D space within which change occurs over time. Understanding the temporal evolution, at varying positions within a defined 3D space, requires robust visualization of any 3D data with the ability to view the data at specific times (4D) as changes occur to the entity or process. Complex 4D visualization and analysis can only be achieved through sophisticated computer solutions which enable flexibility in animating through time regardless of varying times in the required data.

Spatio-temporal problems often require the ability to handle a massive amount of data. These data usually come from multiple sources and include various data formats, which adds to the complexity of data handling and analysis. To efficiently handle and make the best use of this data, it is beneficial to have a software package that has the capabilities of incorporating, integrating, and cross-correlating data from any source or format.

DGI’s CoViz 4D has the unique capability to produce flexible and sophisticated 3D and 4D visualizations of many types of spatio-temporal data. It has the ability to conduct user defined mathematical analyses and extract analytic information from input data. Additionally, CoViz 4D through its data registry and data plugins, has robust data import capability which can make entry of massive datasets possible with minimal duplication and minimal effort.

Data Visualization in the Oil and Gas industry: Accuracy with Spatio-Temporal Data

A comprehensive understanding of the subsurface is needed for geoscientists and engineers to make sound economic decisions in oil and gas projects. Traditionally, the process of analyzing and visualizing spatio-temporal data has relied on 2D maps, spreadsheets, and plots which requires an extensive effort to cross-correlate and interpret disparate data types to discover subtle but economically important characteristics and anomalies in the geoscience and engineering data. Now, with advanced visualization technologies, it is possible to import, integrate and present many types of data as various 3D representations or 3D models along with the corresponding temporal variations for advanced 4D analysis. The correlation and patterns derived through comprehensive modeling can accurately mimic the static and dynamic attributes of a reservoir and, in turn, improve  the accuracy in estimation and planning asset development.

4D Seismic Data Visualization

4D seismic is by its nature spatio-temporal and is one of the oil and gas industry’s most economically successful spatio-temporal technologies. The primary objective of 4D seismic data is to help document, by the acquisition of successive 3D seismic surveys, the production of hydrocarbons from a major reservoir. The variation of seismic attributes throughout the productive life of the reservoir can help determine fluid flow within the reservoir and production efficiency.

Spatio-Temporal Analysis of Oil and Gas Production Data

Oil and gas production data is collected by association with a specific well(s) and recorded on a regular basis. This gives the information a location and a time of occurrence and it is by definition, spatio-temporal. This information is typically recorded as purely digital and its spatial attribute is largely underutilized.

Problem Solution for Visualizing Oil and Gas Spatio-Temporal Data

temporal data analysis
4D scene and user interfaces for CoViz 4D. Far left window shows the advanced temporal controls which are linked to the 3D viewer and panel. Data used with permission from owner.

CoViz 4D: Advanced Visualization of 4D Spatio-Temporal Data Interaction

Software packages such as CoViz 4D enhance spatio-temporal data analysis by providing a collaborative multidisciplinary environment. Geologists, geophysicists, drilling and reservoir engineers can leverage the capabilities of the software to:
  • Integrate a wide range of data including 3D/4D seismic and temporal data for in-depth analysis
  • Develop a 4D reservoir simulation model that ideally depicts the dynamic behavior of the subsurface
  • Conduct seismic history matching to confirm predictive models are on track and to minimize uncertainties
  • Cross-plot to identify patterns in the datasets and detect anomalies
  • Perform time-step analysis to monitor and track the performance of the reservoir over time

Reduce Risk and Identify Opportunities with CoViz 4D

CoViz 4D provides an ideal environment where users have the capability to bring in a wide range of spatio-temporal data for enhanced visualization and analysis. The opportunity to study the spatio-temporal dynamics and visualize attributes in time and space enables users to identify knowledge gaps and areas of uncertainties, assess patterns, and predict problems. The ability to track changes reduces risks and aids scientists and engineers in making data-based estimation to support cost-efficient planning.

CoViz 4D, from Dynamic Graphics, Inc., gives oil and gas professionals the option to integrate and analyze spatial and temporal data. With the capability of visualizing spatio-temporal data, teams can collaborate to explore data relationships and identify trends and discontinuities to get an in-depth insight into the reservoir. Contact us today so we can help you streamline workflows effectively and simplify your data integration regimen.

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