Acquisition of incomplete data, i.e., blended, sparsely sampled, and narrowband allows for cost-effective efficient field seismic operations. This strategy becomes technically acceptable, provided that a satisfactory recovery the complete deblended, well-sampled, broadband is attainable. Hence, we explore machine-learning approach simultaneously performs suppression blending noise, reconstructi...
