Placing wells in a hydrocarbon field based on seismic attributes and quality indicators
Systems and methods of placing wells in a hydrocarbon field based on seismic attributes and quality indicators associated with a subterranean formation of the hydrocarbon field can include receiving seismic attributes representing the subterranean formation and seismic data quality indicators. A cutoff is generated for each seismic attribute and seismic data quality indicator. A weight is assigned to each seismic attribute and seismic data quality indicator. The weighted seismic attributes and data quality indicators are aggregated for each location in the hydrocarbon field. A risk ranking is assigned based on the weighted seismic attributes and data quality indicators associated with each location in the hydrocarbon field based on the cutoffs. A map is generated with each location on the surface of the subterranean formation color-coded based on its assigned risk ranking.
1. A method of placing wells in a hydrocarbon field based on seismic attributes and quality indicators associated with a subterranean formation of the hydrocarbon field, the method comprising:
generating seismic data representing the subterranean formation;
receiving seismic attributes representing the subterranean formation;
receiving seismic data quality indicators;
generating cutoffs for each seismic attribute and seismic data quality indicator;
assigning a weight to each seismic attribute and seismic data quality indicator;
aggregating the weighted seismic attributes and data quality indicators for each location in the hydrocarbon field;
assigning a risk ranking based on the weighted seismic attributes and data quality indicators associated with each location in the hydrocarbon field based on the cutoffs;
generating a map with each location on a surface of the subterranean formation being color-coded based on its assigned risk ranking; and
drilling at least one location whose risk ranking is in a lowest category of risk rankings;
wherein generating cutoffs comprises performing a feasibility analysis establishing a relationship between changes of values of a seismic attribute with respect to changes of a geological property of the subterranean formation; and
wherein assigning the risk ranking based on the cutoffs comprises removing seismic data that falls outside the cutoffs.
2. The method of claim 1 , wherein receiving seismic attributes comprises receiving at least one seismic attribute providing an indication of hydrocarbon presence and at least one seismic attribute providing an indication of reservoir quality.
3. The method of claim 2 , wherein receiving seismic attributes comprises receiving at least two seismic attributes providing an indication of hydrocarbon presence that represent different elements of reservoir characteristics or data quality.
4. The method of claim 2 , wherein receiving seismic attributes comprises receiving mono frequency spectral decomposition (Mono FSD) and reservoir to shadow mono frequency (RMSF) attributes.
5. The method of claim 4 , wherein receiving seismic attributes comprises receiving sweetness and acoustic impedance attributes.
6. The method of claim 2 , wherein receiving seismic data quality indicators comprises receiving seismic noise percentage, data confidence, or both.
7. A method of presenting a visual representation of sweet spots in in a hydrocarbon field based on seismic attributes and quality indicators associated with a subterranean formation of the hydrocarbon field, the method comprising:
generating seismic data representing the subterranean formation;
receiving seismic attributes representing the subterranean formation;
receiving seismic data quality indicators;
generating cutoffs for each seismic attribute and seismic data quality indicator by performing a feasibility analysis establishing a relationship between an input and a property of the subterranean formation;
assigning a weight to each seismic attribute and seismic data quality indicator;
aggregating the weighted seismic attributes and data quality indicators for each location in the hydrocarbon field;
assigning a risk ranking based on the weighted seismic attributes and data quality indicators associated with each location in the hydrocarbon field based on the cutoffs;
generating a map with each location on a surface of the subterranean formation being color-coded based on its assigned risk ranking and
drilling at least one location whose risk ranking is in a lowest category of risk rankings;
wherein generating cutoffs comprises performing a feasibility analysis establishing a relationship between changes of values of a seismic attribute with respect to changes of a geological property of the subterranean formation; and
wherein assigning a risk ranking based on the cutoffs comprises removing seismic data that falls outside the cutoffs.
8. The method of claim 7 , wherein receiving seismic attributes comprises receiving at least one seismic attribute providing an indication of hydrocarbon presence and at least one seismic attribute providing an indication of reservoir quality.
9. The method of claim 8 , wherein receiving seismic attributes comprises receiving at least two seismic attributes providing an indication of hydrocarbon presence that represent different elements of reservoir characteristics or data quality.
10. The method of claim 9 , wherein receiving seismic attributes comprises receiving mono frequency spectral decomposition (Mono FSD) and reservoir to shadow mono frequency (RMSF) attributes.
11. The method of claim 10 , wherein receiving seismic attributes comprises receiving sweetness and acoustic impedance attributes.