Core Capabilities

Everything in One Platform

DeepSeis integrates every step of the ambient noise processing chain into a single, intuitive graphical interface.

Intuitive GUI Interface

Complete desktop application with visual data preview, parameter tuning, and real-time result display. No command-line expertise needed.

  • Visual raw data preview with 99% amplitude clipping
  • Real-time result display with virtual shot navigation
  • 7 colormap options (bone_r, seismic, RdBu_r, viridis, jet, etc.)
  • Parameter tuning with instant visual feedback
  • Background task queue with progress tracking

Multi-Format Data Support

Load your data directly without format conversion. DeepSeis handles the most common seismic data formats out of the box.

  • SEG-Y: Full IBM/IEEE float support via segyio
  • MATLAB: Direct .mat file reading with h5py
  • SAC Directory: Auto-discovery of nested date/station structures
  • Manifest caching for instant reload of TB-scale datasets
  • Automatic station metadata extraction from SAC headers

AI-Assisted Quality Control

Automated quality classification using FK-domain spectral features and waveform analysis. What used to take weeks of manual review now takes hours.

  • Local FK spectrum + waveform feature extraction
  • Batch labeling with configurable confidence thresholds
  • Visual slice review with colormap switching
  • Manual label override and refinement
  • Label-based slice filtering for cross-correlation input

Directional Energy Balancing (DEB)

FK-domain directional filtering suppresses dominant noise energy while preserving signal across all azimuths for cleaner Green's function estimates.

  • Directional Index (DI) scanning across all panels
  • DI histogram and panel scatter plot diagnostics
  • Configurable DI filter thresholds
  • Review cross-correlation input after DEB filtering
  • Preserves signal energy across all azimuths

Cross-Correlation Engine

Frequency-domain cross-correlation with adaptive stacking windows. Full station-pair management and progress tracking built in.

  • Multi-threaded background processing
  • Real-time virtual shot preview in Result tab
  • Virtual shot navigation with Prev/Next and dropdown
  • Configurable stacking windows and parameters
  • Positive/negative lag merging for symmetric results

NMO Stack & Export

Normal-moveout stacking with CSV-based receiver geometry. Export results as SEG-Y for further interpretation or as images for publication.

  • CSV-based coordinate input for flexible deployment
  • Velocity scanning and constant velocity modes
  • Stretch mute (SU smute / relative stretch)
  • FK velocity cut, taper, and bandpass filtering
  • Export as SEG-Y, PNG, or PDF

Ready to Process Your Data?

Contact us to learn more about DeepSeis and how it can accelerate your seismic imaging workflow.

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