Tags

Tags give the ability to mark specific points in history as being important

  • v3.3.0

    b651640a · Upload New File ·
    Release: emerladcompass/BioShield: # 🎉 BioShield v3.3.0 Production Release ## Intelligent Soil Monitoring System | Now on PyPI | Automated Publishing 
    BioShield v3.3.0

<div align="center">



<!-- Version and Status -->



<!-- DOI and Citation -->



<!-- Repository Links -->



<!-- Documentation -->



Intelligent Soil Monitoring & Auto-Adjustment System
AI-powered platform for real-time soil analysis, automatic correction, and predictive reporting

📖 Documentation • 🚀 Quick Start • 💻 Installation • 📊 Features • 📚 Citation

</div>

🌱 Overview

BioShield v3.3.0 is a full-featured soil monitoring and auto-adjustment system designed for Termux and Linux.
It integrates sensor readings, AI analytics, auto-correction, alerts, dashboards, and reporting into a modular architecture ready for production and research deployment.

🎯 Key Highlights

| Feature | BioShield v3.3.0 | Previous Versions | Improvement | |---------|-----------------|-----------------|-------------| | Sensors Monitored | pH, moisture, temperature, nutrients | pH, moisture | +2 parameters | | AI Auto-Adjustment | Yes, real-time | Partial / manual | Full automation | | Analytics | Predictive health scoring | Basic trends | +Advanced predictive models | | Alerts | Real-time notifications | Manual checks | Immediate alerts | | Dashboard | Live interactive dashboard | None | Full visual interface | | Reports | Daily/weekly/summary | Partial | Complete automated reporting |

🚀 Quick Start
Prerequisites
Python 3.8+
Termux (Android) or Linux CLI
Basic Python knowledge for running scripts
Installation
# Clone the repository
git clone https://github.com/emerladcompass/BioShield.git
cd BioShield

# Install dependencies
pip install -r requirements.txt
Running the System
Copier le code
Bash
# Full system
python src/main.py --mode all

# Demo mode
python src/main.py --mode demo

# Auto-adjustment only
python src/main.py --mode auto
📦 Installation
GitHub Repository: https://github.com/emerladcompass/BioShield
Zenodo DOI: 10.5281/zenodo.18224754
📊 Features
🔬 Core Modules
Soil Monitoring – pH, moisture, temperature, and nutrients
AI Auto-Adjustment – Automatic irrigation and correction
AI Predictor – Forecast soil health trends
Report Generator – Daily, weekly, and summary reports
Alert Manager – Real-time notifications for abnormal conditions
Live Dashboard – Interactive visualization for users
Directory Manager – Organizes logs, reports, and data folders
🏗️ Project Structure
Copier le code

BioShield/
├── src/
│   ├── main.py                 # CLI entry point
│   ├── final_system.py         # Integrated system
│   ├── core/                   # Core engine
│   │   ├── __init__.py
│   │   └── engine.py
│   └── modules/                # Functional modules
│       ├── __init__.py
│       ├── soil_monitor.py
│       ├── auto_adjuster.py
│       ├── ai_predictor.py
│       ├── report_generator.py
│       ├── live_dashboard.py
│       ├── alert_manager.py
│       ├── banner.py
│       └── directory_manager.py
├── config/
│   └── config.json
├── data/
├── logs/
├── reports/
├── tests/
├── vault/
├── docs/
├── README.md
├── LICENSE
└── requirements.txt
🌿 Applications
Agricultural Management: Soil optimization and irrigation control
Environmental Monitoring: Soil health and nutrient tracking
Predictive Analytics: Forecast trends for crops and land
Mobile Deployment: Termux-ready for field operations
📚 How to Cite
Copier le code
Bibtex
@software{baladi2026bioshield,
  author       = {Baladi, Samir},
  title        = {{BioShield v3.3.0: Intelligent Soil Monitoring & Auto-Adjustment System}},
  year         = 2026,
  publisher    = {Zenodo},
  version      = {3.3.0},
  doi          = {10.5281/zenodo.18224754},
  url          = {https://doi.org/10.5281/zenodo.18224754}
}
🤝 Contributing
Report Bugs – Open issues on GitHub
Suggest Features – Propose new module improvements
Improve Documentation – Enhance user guides
Validate Algorithms – Test AI predictions with new data
📄 License
MIT License – see LICENSE for details
👤 Author
Samir Baladi
Emerlad Compass 🧭
Email: emerladcompass@gmail.com
GitHub: @emerladcompass
�

BioShield v3.3.0 | Released January 2026 | MIT License
"AI-powered soil monitoring. Real-time alerts. Predictive insights."
�

  • v1.0.0

    5873f9a3 · 🌱 B_Agro_Immunity v3.2 - Complete AI-Powered Soil Monitoring System ·
    Release: BioShield v1.0.0 – Initial Public Release

  • v2.0.0

    5873f9a3 · 🌱 B_Agro_Immunity v3.2 - Complete AI-Powered Soil Monitoring System ·
    Release: BioShield v2.0.0 – Initial Public Release