Adaptive Surface-Borehole Seismic Profile Matching and Tying Using BiGRU: A Case Study of Ultra-Deep Zero-Offset VSP in the Tarim Basin

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• Seismic profile matching significantly improves the accuracy of zero-offset VSP.
• Using biGRU, the analysis achieves enhanced performance in adaptive surface-borehole seismic profiles.
• Observational analysis in the Tarim Basin highlights the potential for better geophysical insights.
• Further studies may enable broader applications of this method in seismic profiling.