Due to the difficulties in the field, it is common to have irregularities in seismic data. This problem causes unbalanced and low fold and low quality seismic data. Seismic survey, especially in land and transition zone, facing many difficulties to obtain ideal data. With the need to achieve higher efficiency in today’s exploration challenge, we have to find a smart solution to reduce total cost but still obtain a high-quality seismic data.

Compressive sensing technology is one of leading-edge technology to restore missing signal from few sample data. This technology becomes a breakthrough in seismic acquisition survey. Compressive Sensing technology can also balanced fold, complete azimuth, and provides better semblance for velocity modeling. The technology has proven to be AVO friendly.