Metadata-Version: 2.4
Name: seismo-framework
Version: 2.0.0
Summary: Seismo Framework v2.0.0: Research-based seismic monitoring system with 45 equations, 4-level alerts, and FastAPI REST server, volcanic monitoring, and geophysical risk assessment
Author-email: Samir Baladi <gitdeeper@gmail.com>
License: MIT
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
License-File: AUTHORS.md
Dynamic: license-file

# Seismo Framework v2.0.0

## 🚀 Research-Based Seismic Monitoring System

**Seismo Framework** is a comprehensive, open-source seismic monitoring and earthquake forecasting system designed for scientific research. Version 2.0.0 introduces 45 research equations, enhanced physics models, and improved accuracy.

### ✨ Key Features

- **45 Research Equations**: Implemented from peer-reviewed seismic studies
- **4-Level Alert System**: GREEN/YELLOW/ORANGE/RED for precise monitoring
- **Bayesian Probability**: Uncertainty quantification and updating
- **FastAPI REST Server**: Full-featured API for integration
- **8-Parameter Monitoring**: Comprehensive seismic analysis
- **AI Module**: Anomaly detection and data enhancement
- **Real-time Processing**: <100ms analysis latency

### 📦 Installation

```bash
pip install seismo-framework==2.0.0
```

🚀 Quick Start

```python
from seismo_framework import SeismoFramework

# Initialize framework
seismo = SeismoFramework()

# Analyze seismic data
result = seismo.analyze_v2({
    'seismic': 18.5,
    'deformation': 14.2,
    'magnetic': 47.8,
    'stress': 0.72,
    'region': 'subduction_zone'
})

print(f"Alert Level: {result['alert_level']}")
print(f"Confidence: {result['confidence']}%")
```

🔗 Resources

· Website: https://seismo.netlify.app/
· Documentation: https://seismo.netlify.app/documentation
· Dashboard: https://seismo.netlify.app/dashboard
· Source Code: https://gitlab.com/gitdeeper3/seismo
· Issues: https://gitlab.com/gitdeeper3/seismo/-/issues

🏗️ Project Structure

```
seismo_framework/
├── core/physics/          # 45 research equations
├── api/                   # FastAPI REST server
├── alerts/                # 4-level alert system
├── ai_module/             # AI integration
└── web/                   # Dashboard components
```

🔬 Scientific Foundation

This release incorporates methodologies from:

· Journal of Geophysical Research
· Bulletin of the Seismological Society of America
· Earth and Planetary Science Letters
· Tectonophysics

📊 Performance Metrics

Metric Value
Analysis Latency <100ms
Classification Accuracy 82-88%
Test Coverage 100%
Alert Levels 4 (GREEN/YELLOW/ORANGE/RED)

🔒 License

MIT License - See LICENSE file for details.

👥 Maintainer

· Samir Baladi (@gitdeeper)
· Email: gitdeeper@gmail.com
· ORCID: 0009-0003-8903-0029

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Seismo Framework v2.0.0 - Advancing seismic monitoring through scientific research
