An Industry-First Unified Solution for Complex Subsalt Imaging

Smart Gemini EFS towing, ultra-long offset OBN acquisition and Elastic Dynamic Matching FWI redefined acquisition efficiency and imaging outcomes in the Mississippi Canyon’s complex salt provinces.

location-pin

The Location

Location

Western Mississippi Canyon, Gulf of America

Survey

Amendment FAN 3D Phase 4

Survey Year

2025 – 2026

Data acquisition (in this study)

Long-Offset Sparse OBN

Data Deliverables

Velocity Models, FDR and RTM

Survey Size

~1,142 sq.km

Water depth

~100 m – 850 m

The Amendment Phase 4 survey was acquired in the Western Mississippi Canyon area of the Gulf of America, covering approximately 1,142 km² across a prolific but underexplored Miocene trend. Positioned updip from the Mars, Ursa and Princess fields, the area has historically suffered from poor subsalt imaging caused by complex salt architecture and limited illumination on legacy surveys.

To address these challenges, TGS deployed an industry-first integrated workflow combining Gemini Enhanced Frequency Source (EFS) technology, sparse long-offset ocean bottom node (OBN) acquisition and Elastic Dynamic Matching Full Waveform Inversion (E-DMFWI). The program was designed to improve imaging confidence while simultaneously increasing acquisition efficiency for large-scale exploration OBN projects.

MagnifyingGlass

The Challenge

Resolving Complex Salt Architecture

Legacy wide-azimuth (WAZ / M-WAZ) surveys failed to accurately image the deep salt architecture beneath the Mississippi Canyon canopy system. In several areas, seismic continuity deteriorated significantly below salt, leading to uncertainty in trap definition and reservoir interpretation.

As an example, the Jedd well (EW 656) highlighted these limitations after encountering an unexpected secondary salt body that was not predicted by previous velocity models. Existing datasets lacked the low-frequency content, offset distribution and azimuthal coverage required to properly resolve the salt geometry.

 

Figure02_Challenge01

Better Ultra-Low Frequencies

Accurate FWI-driven velocity model building in complex salt environments relies on stable ultra-low-frequency signal content and long-offset full-azimuth coverage.

Conventional marine source arrays often struggle to provide coherent energy at the required frequencies to improve deep subsalt velocity updates. At the same time, sparse OBN acquisition geometries require designs capable of maximizing offset and azimuth coverage while preserving shot density and signal quality for imaging and inversion.

 

Maximizing Exploration OBN Efficiency

Large-scale exploration OBN programs in the Gulf of America involve substantial operational complexity and higher acquisition costs compared to streamer surveys. Maintaining efficient production while introducing new source technologies can be difficult, particularly when lower-frequency sources require longer refill times.

A scalable acquisition strategy that improves operational efficiency without compromising data quality, shot density or imaging performance was needed.

Figure03_Challenges02_03_v2
light-bulb

The Solution

Acquisition Design

Pre-Processing Solution(s)

VMB and Imaging

Data Management

TGS implemented an industry-first integrated acquisition and imaging workflow combining Gemini Enhanced Frequency Source technology, ultra-long offset sparse OBN acquisition and Elastic Dynamic Matching FWI (E-DMFWI). The acquisition utilized two source vessels, each equipped with four Gemini EFS (quad-tow), together with a sparse ZXPLRe node grid optimized for full-azimuth long-offset illumination.

Long dithering windows and TGS’ FISTA-based deblending workflow preserved shot density while supporting simultaneous source operations. The acquired dataset was processed using an advanced OBN pre-processing toolkit and an E-DMFWI-based imaging workflow to improve salt definition and subsalt image continuity.

Gemini EFS: Redefining OBN Efficiency 

Gemini EFS is redefining OBN efficiency by bridging advanced source technology and streamlined offshore operations to deliver faster, more reliable seismic acquisition. Designed to maximize uptime and optimize source performance, Gemini enables extended bandwidth data capture with reduced operational complexity and improved survey repeatability.

Its efficient deployment and enhanced energy output help accelerate project timelines while minimizing vessel time, environmental impact and overall acquisition turnaround. By increasing productivity without compromising data quality, Gemini empowers operators to execute OBN surveys with greater confidence, precision, and economic efficiency.

light-bulb

The Results

Figure05_Result01
(Top) Sanco Swift towing 4 Gemini sources; (Bottom Left) Snapshot of Gemini underwater during acquisition; (Bottom Right) Amendment 4 acquisition plot.

Higher Efficiency and Quality

TGS successfully deployed a dual-vessel quad-tow Gemini acquisition configuration that improved operational efficiency while preserving imaging requirements for sparse OBN exploration. Simultaneous source operations combined with optimized dithering and deblending maintained the required 75 m x 75 m shot density without sacrificing data quality.

The integrated OBN design optimized imaging and model-building offsets while reducing operational inefficiencies typically associated with large-scale exploration surveys.

Stable Low-Frequency FWI Performance

Gemini delivered coherent low-frequency signal content down to sub-Hertz frequencies while maintaining full-azimuth illumination. The combination of low frequencies, long offsets and E-DMFWI improved model stability and reduced dependence on heavily interpreted starting models. The enhanced dataset produced improved continuity across subsalt reflectors and delivered more reliable velocity updates in complex salt environments.

Improved Regional Interpretation

The data-driven E-DMFWI workflow successfully captured previously unresolved salt geometry and unidentified subsalt features not visible on legacy datasets without the need of manual interpretation.  In the Jedd well location, Amendment 4 E-DMFWI results accurately imaged the secondary salt body encountered during drilling, significantly improving geological understanding of the subsalt system. The updated velocity model revealed a salt feeder connecting the shallow canopy to deeper Louann salt, providing improved structural continuity and reducing uncertainty in trap definition and regional interpretation.

Before Image After Image
Fusion M-WAZ Legacy
Amendment 4 E-DMFWI
EW-656 (“Jedd well”): (Left) Fusion M-WAZ legacy final RTM and velocity; (Right) E-DMFWI 14Hz Intermediate FDR and velocity. Well properties: sonic log on left, GR on right.
Before Image After Image
Fusion M-WAZ Legacy
Amendment 4 E-DMFWI
(Left) Fusion M-WAZ legacy final RTM and velocity; (Right) E-DMFWI 14Hz Intermediate FDR and velocity.

Conclusion

This case study showcases an industry-first unified solution for complex subsalt imaging by integrating Gemini EFS technology, ultra-long offset sparse OBN acquisition and E-DMFWI into a single exploration workflow. The program improved subsalt illumination, stabilized velocity model building and increased imaging confidence in one of the Gulf of America’s most challenging geological settings. At the same time, TGS advanced operational efficiency through dual-vessel quad-tow Gemini acquisition while maintaining the data quality required for high-end imaging and inversion.

The technologies and workflows proven on Amendment 4 establish a scalable foundation for future exploration programs across complex salt basins in the Gulf of America, South Atlantic and Mediterranean regions.

Commercial impact

tgs-check-25

Reduced Exploration Risk

Improved subsalt imaging and more reliable velocity models help reduce uncertainty in prospect evaluation, trap definition and well planning.

tgs-check-25

Improved Survey Economics

Dual-vessel quad-tow Gemini acquisition increased operational efficiency while preserving the data quality required for advanced imaging.
tgs-check-25

Faster Decision-Making

Higher-quality seismic products and improved geological context accelerate interpretation workflows and support faster exploration screening.
tgs-check-25

Scalable Global Application

The integrated acquisition and imaging workflow can be deployed across other complex salt basins, including South Atlantic and Mediterranean.
tgs-check-25

Future-Ready Imaging Workflow

The successful integration of enhanced frequency sources, sparse OBN acquisition and E-DMFWI establishes a foundation for next-generation exploration imaging programs.