Methods of oil and gas exploration using digital imaging
Methods of oil and gas exploration that may include: obtaining wavefield data representing recordings from a propagating wavefield through a geophysical volume; obtaining at least one reference digital image of a portion or all of the geophysical volume generated from the recorded wavefield data, wherein the reference image may have a reference sampling ratio and a reference image quality value; selecting a holographic computational method of imaging the wavefield data; selecting a data subset from the wavefield data based on one or more parameters selected from the group consisting of field sampling, imaging sampling, and image quality; decimating the data subset, wherein the decimated data subset may represent a sampling ratio less than the reference sampling ratio; and generating a new digital image based on the selected holographic computational method of imaging, the data subset, and parameters corresponding to the data sub set.
1. A computer-implemented method of oil and gas exploration utilizing a digital image of a geophysical volume generated from wavefield data, comprising:
obtaining wavefield data representing recordings of a propagating wavefield through a geophysical volume;
obtaining a reference digital image of a portion or all of the geophysical volume generated from the wavefield data, wherein the reference digital image has a reference sampling ratio and a reference image quality value;
selecting a holographic computational method of imaging the wavefield data from a group consisting of the Kirchhoff diffraction stacking method, the Kirchhoff wave front “smear” method, wavefield synthesis, and wave equation-based methods;
selecting a data subset from the wavefield data based on one or more parameters selected from the group consisting of field sampling, imaging sampling, and image quality;
calculating a sampling ratio by dividing a number of data samples in the data subset by a number of image samples in the data subset;
decimating the data subset, wherein the decimated data subset represents a sampling ratio less than the reference sampling ratio;
generating, with a processor, a new digital image based on the selected holographic computational method of imaging, the decimated data subset, and parameters corresponding to the data subset selected from the group consisting of environmental parameters, legal parameters, operational parameters, financial parameters, and safety parameters, wherein the new digital image has a new image quality value greater than the reference image quality value; and
determining a quantitative difference measure between the reference digital image and the new digital image based on changing one or more parameters selected from the group consisting of field sampling, imaging sampling, and image quality.