Interactive Data Processing and 3D Visualization of the Solid Earth

This book explores the application of processing and visualization techniques for analyzing the Earth's subsurface, focusing on interactive data processing and 3D visualization. It presents case studies from the geosciences and discusses challenges in visualization, including the representation of solid nature, large scales, and uncertainty. The domains covered include geology, digital terrains, seismic data, reservoir visualization, and CO 2 storage, and the technologies involved include 3D visualization, large dataset visualization, 3D modeling, machine learning, virtual reality, seismic interpretation, and multidisciplinary collaboration.

Format: Paperback / softback
Length: 355 pages
Publication date: 23 February 2023
Publisher: Springer Nature Switzerland AG

This comprehensive book delves into the realm of processing and visualization techniques, focusing on their application in analyzing the Earth's subsurface. It explores the use of interactive data processing and interactive 3D visualization techniques on subsurface data, highlighting their immense power in facilitating exploration and understanding.

Interactive processing of data, coupled with interactive visualization, has become a reality in recent years, thanks to advancements in hardware and algorithms. This powerful combination enables users to perform interactive exploration and filtering of datasets, while simultaneously visualizing the results in real-time. This immediate visualization allows for quick formation of hypotheses and the drawing of conclusions, enhancing the efficiency and effectiveness of data analysis.

While case studies from the geosciences are not as prevalent in the scientific visualization and computer graphics community as those in medical, biological, or chemical domains, this book aims to bridge that gap. It provides valuable insights into the open visualization challenges faced in the geosciences and showcases how specific problems are currently addressed using domain-specific processing and visualization techniques. On the other hand, readers from the geosciences will gain valuable exposure to relevant visualization and interactive processing techniques, expanding their knowledge and expertise in this field.

Subsurface data presents unique characteristics that make it challenging to visualize using standard methods. It is characterized by its solid nature, diverse range of scales, and high degree of uncertainty. Moreover, parallel fields of research have emerged in geosciences and computer graphics, each with its own terminology and approaches to representing geometry, describing terrains, interpolating data, and synthesizing data.

The book encompasses a wide range of domains within the geosciences, including geology, digital terrains, and seismic data processing. It offers a comprehensive overview of the state-of-the-art techniques and methodologies employed in these areas, providing researchers and practitioners with a valuable resource for advancing their understanding and exploration of the Earth's subsurface.

In conclusion, this book is a groundbreaking contribution to the field of processing and visualization in geosciences. It showcases the power of interactive data processing and visualization techniques in analyzing subsurface data, enabling researchers and practitioners to gain deeper insights and make informed decisions. By bridging the gap between geosciences and computer graphics, it promotes interdisciplinary collaboration and fosters the development of innovative solutions for complex subsurface problems.

Weight: 563g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030907181
Edition number: 1st ed. 2021