Seismic Diffraction Imaging for Improved Structural Detection in Complex Geological Environments - An Evaluation Study

Underground » Exploration

Published: March 18Project Number: C25067

Get ReportAuthor: Binzhong Zhou, Renate Sliwa | CSIRO, Integrated Geoscience

In a recently successfully-completed ACARP project C22016 on “Enhancing fault detection by seismic diffraction imaging” (Zhou et al, 2015), a moving average error filtering (MAEF) algorithm was developed to extract diffractions from conventional reflection seismic data. It was demonstrated that extracted diffractions by this algorithm can help in the detection of potential coal seam structures such as faults and dykes of a few meters. However, this MAEF filter requires that the coal seam strata are relatively flat or subparallel. Although this is true in most coal mining situations, coal seams may dip at different angles. To accommodate these situations, ACARP funded this project C25067 to develop new filtering techniques to extract the seismic diffraction signals from reflection seismic data with multiple coal seam and strata, dipping at different angles. The new technique will improve our ability to detect the anomalies and discontinuities from seismic data in a complex geological environment.

Before committing additional funding for new algorithm development, this project was directed to further evaluation of the algorithms developed in C22016 for the detection of small faults. A small case study was carried out to assess the benefits the diffraction process brings to the interpretation of small faults.

Numerical examples have been used to illustrate the detectability of small faults by seismic data. It is demonstrated that detection of small faults by reflection seismic is a challenging task, even in the ideal situation. It is strongly dependent on our ability to visually separate reflections laterally and vertically and whether diffractions smear the reflection events. The presence of background structure complicates the situation and the fault detection limits increase, particularly if the throw of the fault opposes the trend of the background structure. However, diffraction signatures extracted from reflection seismic data could significantly improve our ability to detect small faults.

During this study, two small 3D seismic data sets from Area 1 and Area 2 of Oaky Creek Coal Mine were assessed for faults with both conventional reflection data and newly extracted diffraction signals using the MAEF-based algorithm, which then were validated against the available underground mine mapping. To enhance the confidence of structural interpretation from seismic data, the diffraction interpretations were integrated with the reflection interpretations by using the following criteria:

  • Adjusting the location and extent of high confidence faults to match the phase shift location;
  • Upgrading the confidence of faults that correlate across both datasets;
  • Upgrading seismic anomalies that correlate across both datasets to low confidence faults;
  • Deleting low confidence faults that have no diffraction anomalies;
  • Delete low confidence seismic anomalies without diffraction anomalies; and
  • Add the remaining diffraction anomalies that do not correlate with reflection as low confidence seismic anomalies.

Based on the above procedure, the results from the two data sets are as following.

Area 1. The diffraction interpretation in Area 1 correctly upgraded six seismic reflection anomalies to faults, and dropped three low confidence faults without diffraction signals. Importantly these low confidence faults had been highlighted as false positives during the first round of validation. The additional lineaments identified only in the diffraction images identified an additional 4 faults that had been missed previously, but also introduced 6 false positives.

Area 2. Area 2 includes three well-mapped fault systems with up to 3m throw. The faults have strong diffraction anomalies that could more precisely locate the fault and better define their extent. The diffraction interpretation correctly upgraded seismic reflection anomalies to faults, and eliminated 2 false positive fault interpretations. The additional lineaments identified only in the diffraction images identified one additional fault, but also introduced two false positives.

This case study clearly demonstrated that the benefits the diffraction process brings to the interpretation of faults especially those small ones:

  • Improves the accuracy of location and the extent of larger structures;
  • Adds confidence to the interpretation of faults by eliminating many false positive interpretations;
  • Upgrades some seismic anomalies to faults; and
  • Is more sensitive to the identification of very small faults than reflection data.

In addition the project investigated the feasibility of computing the reflection dips from seismic data. Estimation of the local dip of the seismic event on the seismic section is the first step toward extending the MAEF-based diffraction imaging algorithm for use in complex geological environments. To do this, we assume that the observed seismic waves can be considered as plane waves at observation points. Based on this assumption, a non-iterative dip estimation method is proposed by using the gradients or the derivatives of wavefields. Preliminary test results show that the proposed dip estimation method could be used to estimate the local dips of seismic reflections and provide a foundation for us to implement the MAEF-based diffraction extraction method to enhance fault detection for complex geological environments in the future projects.


Health and safety, productivity and environment initiatives.

Recently Completed Projects

C21013Improving Cavity Prediction On Longwall Faces Through A Combination Of Reliable Convergence, Canopy Attitude And Leg Pressure Monitoring

Most Australian coal mines have shield leg pressure monitoring in real t...

C25067Seismic Diffraction Imaging For Improved Structural Detection In Complex Geological Environments - An Evaluation Study

In a recently successfully-completed ACARP project C22016 on “...

C24016Automatic Determination Of Lithology Boundaries From Downhole Geophysical Logs

Coal geologists undertake drilling to assist them in estimating both...


Open Cut

Safety, productivity and the right to operate are priorities for open cut mine research.

Recently Completed Projects

C24037Automated Bulk Dozer Push - Reducing The Cost Of Overburden Removal

Caterpillar Command for Dozing is a Semi-Autonomous Tractor System for D...

C23053A Study Of Sustainability And Profitability Of Grazing On Mine Rehabilitated Land In The Upper Hunter NSW

This study was initiated by the Upper Hunter Mining Dialogue (UHMD) ...

C20030Stage Two Report: 11 KV Cable Coupler Systems And Stage One Report: 3.3Kv 425 Amp Coupler System

STAGE 2 REPORT - 11 KV Cable Coupler Systems

There ha...

Open Cut

Coal Preparation

Maximising throughput and yield while minimising costs and emissions.

Recently Completed Projects

C25007Derrick Stack Sizer In-Plant Evaluation

Across the industry, millions of tonnes of saleable quality ultrafin...

C25020Flotation Tailings Online Measurement

Online analysers can be used to assist in improving the performance of f...

C24040Improving The Dewatering Efficiency Of Fine Flotation Concentrates By De-Aerating Froth Products

The presence of overly stable froths in fine coal flotation products is ...

Coal Preparation

Technical Market Support

Market acceptance and emphasising the advantages of Australian coals.

Recently Completed Projects

C25047International Carbonisation And Coke Testing Round Robin

A global round robin cokemaking and coke testing exercise was conduc...

C25043The Strength Of Interfaces In Metallurgical Coke And Its Influence On Coke Abrasion

This project applied tribological and scratch testing techniques to ...

C12004Coke Reactivity Test: Critical Parameters

A Draft International Standard ISO/DIS 18894 has been prepared title...

Technical Market Support

Mine Site Greenhouse Mitigation

Mitigating greenhouse gas emissions from the production of coal.

Recently Completed Projects

C24061Proof-Of-Concept Photocatalytic Destruction Of Methane For Coal Mining Fugitive Emissions Abatement

Australia's fugitive emissions in 2015 were 41 Mt CO2-e (representin...

C19054VAM Enrichment With A Two-Stage Adsorption Process

Treatment of ventilation air methane (VAM) with cost-effective technolog...

C24017Improving Methods For Quantifying Fugitive Emissions From Open Cut Coal Mining

Fugitive emissions from open cut coal mines are usually estimated fo...

Mine Site Greenhouse Mitigation

Low Emission Coal Use

Step-change technologies aimed at reducing greenhouse gas emissions.

Recently Completed Projects

C17060BGasification Of Australian Coals

Four Australian coals were trialled in the Siemens 5 MWth pilot scale ga...

C17060AOxyfuel Technology For Carbon Capture And Storage Critical Clean Coal Technology - Interim Support

The status of oxy-fuel technology for first-generation plant is indicate...

C18007Review Of Underground Coal Gasification

This report consists of a broad review of underground coal gasification,...

Low Emission Coal Use

Mining And The Community

The relationship between mines and the local community.

Recently Completed Projects

C16027Assessing Housing And Labour Market Impacts Of Mining Developments In Bowen Basin Communities

The focus of this ACARP-funded project has been to identify a number...

C22029Understanding And Managing Cumulative Impacts Of Coal Mining And Other Land Uses In Regions With Diversified Economies

The coal industry operates in the context of competing land-uses that sh...

C23016Approval And Planning Assessment Of Black Coal Mines In NSW And Qld: A Review Of Economic Assessment Techniques

This reports on issues surrounding economic assessment and analysis ...

Mining And The Community


National Energy Research,Development & Demonstration Council (NERDDC) reports - pre 1992.

Recently Completed Projects

1609-C1609Self Heating of Spoil Piles from Open Cut Coal Mines

Self Heating of Spoil Piles from Open Cut Coal Mines

1301-C1301Stress Control Methods for Optimised Development...

Stress Control Methods for Optimised Development and Extraction Operations

0033-C1356Commissioned Report: Australian Thermal Coals...

Commissioned Report: Australian Thermal Coals - An Industry Handbook