Processing seismic data acquired using moving non-impulsive sources
Methods for processing seismic data acquired with non-impulsive moving sources are provided. Some methods remove cross-talk noise from the seismic data using emitted signal data and an underground formation's response estimate, which may be iteratively enhanced. Some methods perform resampling before a spatial or a spatio-temporal inversion. Some methods compensate for source's motion during the inversion, and/or are usable for multiple independently moving sources.
1. A method for processing seismic data related to a moving non-impulsive source, the method comprising:
obtaining seismic data, emitted signal data and an underground formation's response, UFR, estimate;
calculating a noisy UFR estimate using the seismic data and the emitted signal data, and a cross-talk estimate using the emitted signal data and the UFR estimate;
subtracting the cross-talk estimate from the noisy UFR estimate to obtain an updated UFR estimate; and
generating an image of underground formation's structure based on the updated UFR estimate.
2. The method of claim 1 , wherein the noisy UFR estimate is obtained by cross-correlating the seismic data with the emitted signal data.
3. The method of claim 1 , wherein the noisy UFR estimate is obtained using an inversion method.
4. The method of claim 3 , wherein the inversion method is a spatial or a spatio-temporal inversion.
5. The method of claim 1 , the UFR estimate is obtained by applying a coherency filter to the noisy UFR estimate.
6. The method of claim 1 , further comprising:
repeating the calculating of the cross-talk estimate and the subtracting of the cross-talk estimate from the noisy UFR estimate, wherein the UFR estimate used when repeating the calculating is the updated UFR estimate.
7. The method of claim 6 , further comprising:
improving the updated UFR estimate by applying a coherency filter.
8. The method of claim 6 , wherein the calculating and the subtracting are repeated until a predetermined criterion is met.
9. The method of claim 1 , further comprising:
calculating a second cross-talk noise using second emitted signal data and a second UFR estimate; and
subtracting the second cross-talk noise from the updated UFR estimate.
10. A seismic data processing apparatus for processing seismic data related to a moving non-impulsive source to obtain an image of an explored underground formation, comprising:
an interface configured to obtain the seismic data, emitted signal data and an underground formation's response, UFR, estimate; and
a data processing unit configured to calculate a cross-talk estimate using the emitted signal data and the UFR estimate, to obtain a noisy UFR estimate using the seismic data and the emitted signal data, to subtract the cross-talk estimate from the noisy UFR estimate to obtain an updated UFR estimate, and to generate an image of underground formation's structure based on the updated UFR estimate.
11. The seismic data processing apparatus of claim 10 , wherein data processing unit obtains the noisy subsurface response by cross-correlating the seismic data with the emitted signal data, or by using an inversion method.
12. The seismic data processing apparatus of claim 10 , wherein the data processing unit is configured to repeat calculating the cross-talk estimate using the updated UFR estimate, and to then subtract again the cross-talk estimate from the noisy UFR estimate, until a predetermined criterion is met.
13. The seismic data processing apparatus of claim 12 , wherein the data processing unit applies a coherency filter to improve the updated UFR estimate.
14. The seismic data processing apparatus of claim 10 , wherein the data processing unit is further configured to subtract the cross-talk estimate data from the seismic data, and to update the UFR estimate using a result of the subtracting and the emitted signal data.
15. The seismic data processing apparatus of claim 14 , wherein the data processing unit performs generating the cross-talk estimate data, subtracting the cross-talk estimate data from the seismic data and updating the UFR estimate using a result of the subtracting repeatedly, until a predetermined criterion is met.
16. The seismic data processing apparatus of claim 10 , further comprising:
a non-transitory computer readable recording medium storing executable codes which, when executed by the data processing unit, make the data processing unit to process the seismic data related to the moving non-impulsive source to obtain an image of an explored underground formation.