Digital Geo Specialist News

May 30, 2023

4th anniversary and new Machine Learning Book.

Digital Geo Specialists LLC (DGS) is celebrating its fourth anniversary! Thanks to all our clients who have made this incredible experience possible.

During the last year, we worked with oil companies, seismic instrument manufacturers, cloud-processing providers, and service companies. We are especially proud that the Society of Exploration Geophysicists (SEG) has recognized DGS by publishing our newest book on Machine Learning, Machine Learning for Science and Engineering Volume I: Fundamentals, based on our Machine-Learning workshop offering.

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DGS celebrates our third anniversary of operation.

March 30, 2022

It is our company’s core mission to provide excellent geoscience and software services to our customers. All of our team members are highly experienced, passionate for technology, and known for uncompromising scientific and professional integrity.

Over the last three years, we delivered projects in advanced 3D visualization, multi-dimensional interpretation, machine learning, seismic processing, and big-data management.  We are proud to have met or exceeded expectation in all our projects. As an example, one client expressed the value we bring to their organization this way: “Your quality of work, experience, and expertise are rare and invaluable.”

In addition to providing services, we have invested in research related to fault plane construction, fault plane uncertainty, and managing metadata for large modern datasets with hundreds of billions of traces.  Over the last years, we authored and co-authored two books that are published by the Society of Exploration Geophysicists and which received rave reviews. Our next book on machine learning hits the shelves later this year and is the cornerstone for our hands-on machine learning workshop. 

TLE reviews Hill/Rueger's second processing book

March 1, 2022

Illustrated Seismic Processing Volume 2: Preimaging, by Stephen J. Hill and Andreas Rueger, ISBN 978-1-560-80368-3, 2020, Society of Exploration Geophysicists, 330 p., $72 (print), $61 (e-book).

Last year, I had the pleasure of reviewing the first volume of this publication that covered imaging. At the risk of repeating myself, I commended the authors for the clarity and openness in their motivation and thoughtfulness of their design. The books are primarily aimed at new processors, acquisition specialists, and interpreters who wish to understand the limitations and pitfalls in the data they are analyzing. It was clear from the first volume that it had been well honed by decades of teaching and did a first-rate job of meeting its stated aims. In this second volume, the authors cover something that the book title refers to as “preimaging,” though most would normally call it “processing” or (even though it is somewhat of a tautology) “preprocessing.”

This volume opens with a chapter on filtering and coherence enhancement, in which the features of the series seen in the first volume are once again quickly evident. These include little, if any, mathematical detail; a lot of illustrations (many in color); and plenty of references to Yilmaz for further details. All of these work well. The only slight concern is that Yilmaz’s classic text is now 20 years old and does not encompass some of the new approaches commonly used in the processing world. This first chapter also includes an interesting section titled “Can there be too much data processing?” This is a topic worthy of more prominence and highlights a pleasing example showing how a series of coherent reflectors may be created in a seismic section that only truly contains incoherent noise by an eager and heavy-handed processing sequence. This reminds us that in the uncertain world of seismic, it is always sensible to stick by the principle of Occam’s razor and aim for as simple a processing sequence as possible.

Next up is the first chapter on multiples. Entire volumes have been written about multiple attenuation, and despite our advances in model building and migration technology, it is still often the case that the success of a seismic imaging project will stand and fall on the quality of the demultiple. Hence, it is appropriate that three chapters of this volume are dedicated to multiple attenuation (with a small section on the topic of imaging with multiples), although one of the chapters is oddly disconnected from the others in the running order. In fact, at times, the way the chapters are organized seems a little haphazard. To be fair, with the breadth of material that needs to be covered in a relatively short volume, there is always going to be room for debate in the way it is arranged. For example, a useful and interesting chapter on signal-to-noise improvements, replete with nice examples of the wealth of noise that seismic processors have to contend with (shrimp noise anyone?), is relegated to an appendix. To balance this gripe, I was delighted to see a chapter in the main body of the text on model resolution, which is a generally poorly understood topic that is often considered unimportant.

What is undoubtedly true is that together with the first volume in the set, the authors have put together a well-written, well-illustrated, and well-considered publication that should be top of the list for interpreters, acquisition specialists, and anyone wanting to understand the myriad of elements that make up a modern seismic imaging project. I hope these books are going to continue to be updated as the technology we utilize continues to develop. If that happens, they should become an indispensable part of the seismic practitioner’s bookshelf.

— John Brittan

Weybridge, UK

DGS Turns Two

March 30, 2021

Digital Geo Specialists is happy to announce the celebration of our second year in business!

Throughout the past two years DGS has achieved many successes. We became a preferred provider for Halliburton and an Amazon Network Partner, which has increased the opportunity for our growth and expansion.  During that time, we excelled in areas such as Software Development/Support, Training, Research and Consulting, broadening our client’s product offerings and increasing their profitability. Click here for further information on our accomplishments.

We are grateful to our clients who trusted in us to help them provide enhanced products and services. Their requests and feedback have pushed us to improve our business to make it the success it has become. Our many achievements over the last two years could not have been accomplished without the support of not only of our clients but the commitment and dedication of our talented team members.

We are building on our successes with two new programs that we are pleased to introduce. Please see our Machine Learning Course and SeisSpace Advanced Training brochures in the Resources section of this page.

We look forward to even greater success as we begin our third year. We hope you will join us.

Sincerely,
Phil and Andreas

Spanish-language Machine Learning “Hands-on” Workshop

March 1, 2021

Digital Geo Specialists are proud to present a Spanish-language Machine Learning workshop.

The workshop is taught by Professor Herman Jaramillo of the University of Medellin, and Cesar Arias, PhD, from the University of Antioquia, Colombia. This online or remote workshop is “hands-on” with plenty of in-class and follow-up exercises. Agenda and theoretical discussions are based on Jaramillo and Rueger’s upcoming book Machine Learning for Science and Engineering.

Please find more information in our brochure or at www.jaramilloherman.com. For scheduling and agenda, contact Herman Jaramillo at Herman.Jaramillo@digitalGeoSpecialists.com.

SEG publishes second book by Hill and Rüger

January 1, 2021

Volume 2 of Illustrated Seismic Processing is now available. 

Authors Stephen J. Hill and Andreas Rüger reveal the limitations and potential pitfalls of seismic data, explain processing operations as a series of solutions to problems, and demonstrate the dependence of a final interpretable seismic volume on its many processing decisions. The authors use numerous illustrations and real data examples of seismic processing topics.

This second volume provides a foundation for understanding the vigorous, relevant, and fascinating field of seismic processing, addressing that portion which precedes migration. Written for the non-expert, this second volume of the two-volume introductory text reveals the limitations and potential pitfalls of seismic data, prepares both seismic interpreters and acquisition specialists for working with seismic processing geophysicists, explains seismic processing operations as a series of solutions to problems, and demonstrates the dependence of a final interpretable seismic volume on its many seismic processing decisions.

Although seismic processing is inherently mathematical, this text uses numerous illustrations and real data examples, providing an intuitive understanding of the seismic processing procedures and resorting to an algebra-based argument only on rare occasions. The first volume starts with migration. This second volume addresses pre-migration processing. In combination, these two volumes present seismic processing topics in order reverse of a typical processing sequence. Through this reverse ordering, the reader understands an algorithm’s input requirements, providing motivation for understanding the preceding algorithm in the processing sequence.

An e-book version is available at library.seg.org/doi/book/10.1190/1.9781560803690.