| Code | Duration | Currency |
|---|---|---|
| EL-SMP-PEA |
5 Hours
|
USD
|
This is a self-paced, on-demand e-learning course. Upon enrollment, all course videos and materials will be delivered to your email within 12 hours. A certificate will be issued upon successful completion of the required quizzes and assignments.
Boost your team's skills and your budget! Enjoy group discounts for collaborative learning. Send an inquiry to info@peassociations.com.
Subsurface Mapping Using Python
This self-paced course introduces geoscience professionals and students to Python-based subsurface mapping, offering a solid foundation in geospatial data processing and visualization techniques.
Description
Traditionally, subsurface professionals have relied on specialized software such as Petrel, Surfer, or ArcGIS for geological mapping. However, with the rapid integration of machine learning into geoscience workflows, the need to combine modeling and visualization in a single environment has grown. This course equips participants to build geological subsurface maps directly in Python, eliminating the inefficiency of moving data between platforms. Through modules on geospatial data processing, visualization, and modern Python libraries, learners will gain the ability to produce clear and professional-quality maps that integrate seamlessly with advanced analytical workflows.
Subsurface mapping is fundamental to geology, geophysics, and petroleum engineering. With the increasing role of data science and machine learning, Python has emerged as a powerful tool to unify analysis and visualization in geoscience. This course, developed in collaboration with Planet Geology, empowers participants to break free from reliance on expensive software and leverage Python for flexible, reproducible, and integrated mapping solutions. By mastering these techniques, learners not only improve their technical toolkit but also enhance their competitiveness in the evolving energy industry.
• Understand geospatial data structures and workflows in Python.
• Apply GeoPandas and other libraries for subsurface data processing.
• Generate contour maps, cross-sections, and triangular plots.
• Visualize digital elevation models (DEM) in Python.
• Explore interactive visualizations using Plotly.
• Reduced dependency on expensive proprietary mapping software.
• Improved efficiency by integrating modeling and visualization in one platform.
• Enhanced ability to adopt machine learning and data science in subsurface projects.
• Greater flexibility in handling and visualizing complex datasets.
• Gain confidence in using Python for geological mapping tasks.
• Acquire transferable skills in geospatial analysis and visualization.
• Develop stronger capabilities to integrate ML outputs into mapping workflows.
• Build a portfolio of mapping projects to showcase technical expertise.
• Geology students and professionals
• Geophysicists
• Petroleum engineering students and professionals
• Anyone seeking to expand their geospatial mapping skills using Python
• Foundations of Geospatial Data Processing
• Data structures and introduction to GeoPandas
• Handling and preparing subsurface datasets
• Data Visualization Techniques
• Contouring and coloring methods
• Cross-section visualization
• Triangular plots for geological datasets
• Digital Elevation Modeling in Python
• Techniques for DEM visualization and interpretation
• Interactive Mapping with Plotly
• Building dynamic and shareable geological visualizations
• Learning Resources
• Recorded video lectures and study material
• Case studies and applied assignments
• Slide decks and module presentations
• Verified certificate of completion
On successful completion of this training course, PEA Certificate will be awarded to the delegates
This course has been meticulously developed by a seasoned PEA expert renowned in the oil and gas industry. With extensive hands-on experience and a proven track record in delivering innovative solutions, our trainer brings a wealth of technical expertise, deep industry insight, and a commitment to excellence. Learners can trust that they are gaining knowledge from a leading authority whose dedication to professional development ensures you receive only the highest-quality training to elevate your skills and career prospects.
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