Live catalogue analytics
Near-real-time USGS earthquake records for Türkiye with configurable lookback, magnitude filters, timestamps and source transparency.
OPEN RESEARCH SOFTWARE FOR TÜRKİYE
TÜRKİYE Seismic Intelligence & Resilience Platform
A transparent, reproducible platform that transforms earthquake catalogues, geospatial inputs and satellite acquisition metadata into decision-support analytics for Türkiye.
ARCHIVED RESEARCH SOFTWARE
Version DOI
10.5281/zenodo.21797833
Version 1.0.0 preserved as a permanent scholarly record on Zenodo.
1.0.0
Versioned release
USGS
Live public catalogue
Sentinel-1
Satellite discovery
MIT
Open-source licence
DOI
Zenodo preservation
CORE CAPABILITIES
From raw seismic records to transparent analytical evidence
The platform combines catalogue analytics, quality control, spatial exploration, exposure screening, satellite workflow readiness and research-ready exports.
Scientific screening
Magnitude, depth, shallow-event share, Gutenberg–Richter b-value, rolling event-rate anomaly screening and DBSCAN spatial clustering.
Urban exposure intelligence
Radius-based screening of user-supplied population, facility and infrastructure points for transparent exploratory proximity analysis.
Sentinel-1 workflow readiness
Copernicus STAC acquisition discovery, orbit metadata inspection, same-orbit pair planning and processed InSAR displacement-point exploration.
Reproducible engineering
Deterministic demo data, automated tests, CI, documented methods, release validation, citation metadata and archived research outputs.
Research-ready outputs
CSV, Excel, Parquet and GeoJSON-compatible exports support scientific Python, GIS, Power BI, Tableau and downstream analysis.
SYSTEM ARCHITECTURE
A reproducible research pipeline built for auditability
Public and user-supplied data are validated, normalised and processed through a transparent analytical layer before reaching interactive reporting, APIs and export workflows.
USGS / Local Data
→
Validation
→
Analytics
→
Geo Intelligence
→
Reporting / API / Export
Python
Pandas
NumPy
scikit-learn
Plotly
Streamlit
FastAPI
GitHub Actions
Zenodo
THREE DATA MODES
Run immediately, connect to live data or analyse a local catalogue
Reproducible Demo
Synthetic, explicitly labelled demonstration data for immediate execution without credentials.
Live USGS
Recent public earthquake records constrained to the geographical region of Türkiye.
Local CSV / Excel
Upload a local catalogue and normalise common schemas into the platform's internal event model.
RESPONSIBLE-USE BOUNDARY
Decision-support research, not earthquake prediction
The platform does not predict earthquakes, issue early warnings, certify buildings, estimate official losses or replace AFAD, USGS, local authorities, engineering inspections or emergency-management institutions.
CITATION & PRESERVATION
Cite DepremNabız AI
Version 1.0.0 is preserved on Zenodo with a permanent DOI, providing a stable scholarly reference independent of the evolving GitHub repository.
Faramarz Kowsari
Türkiye Seismic Intelligence & Resilience Platform (DepremNabız AI), Version 1.0.0.
https://doi.org/10.5281/zenodo.21797833
AUTHOR & MAINTAINER
Faramarz Kowsari
Author, Software Engineer and AI researcher based in Istanbul, working across research software, data engineering, artificial intelligence and reproducible technical publishing.
ORCID · Google Scholar · GitHub · LinkedIn · Official Website