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marmara

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PySpark/AI computational framework for 'AI and Big Data Analytics for Seismic Hazard Assessment: Marmara Region, Türkiye' (Lemenkova & Zülfikar, Data 2026, 11(6):131): distributed seismic waveform processing, STA/LTA detection, PhaseNet phase picking, magnitude estimation, EEW streaming and Gutenberg-Richter analysis.

  • Updated Sep 13, 2026
  • Python

Scripts and data for "Soil amplification and earthquake-induced collapse potential in Istanbul: A physics-guided machine-learning framework with physically interpretable features for Marmara basin effects and structural vulnerability". Lemenkova & Zülfikar, Geohazards & Remediation, 2026.

  • Updated Sep 15, 2026
  • Python

Reproducible R & Python workflow for fractal analysis of seismicity: box-counting (D0) and correlation (D2) dimensions, fault-network dimension, and maximum-likelihood Gutenberg–Richter b-value, with Mc selection and Gardner–Knopoff declustering. Case study: Marmara region, North Anatolian Fault Zone.

  • Updated Sep 22, 2026
  • Python

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