AI-Powered Smart Agriculture System: ER Diagram
Based on the abstract and methodology provided, I'll create an Entity-Relationship diagram for the AI-Powered Smart Agriculture System. This diagram represents the database structure needed to support the system's core functionalities.
Explanation of the ER Diagram
The diagram represents the database structure for the AI-Powered Smart Agriculture System with the following key entities and relationships:
Core Entities:
- FARMER: Stores information about the users of the system
- FARM: Contains details about the farms owned by farmers
- IMAGE: Stores leaf images uploaded by farmers for disease detection
- DISEASE_DETECTION: Records disease analysis results from AI processing
- TREATMENT: Stores recommended treatments for detected diseases
- SOIL_SAMPLE: Contains information about soil samples collected from farms
- NUTRIENT_ANALYSIS: Stores results of soil nutrient analysis
- FERTILIZER_RECOMMENDATION: Contains AI-generated fertilizer recommendations
- CROP: Stores information about crops grown on farms
- CLIMATE_DATA: Records climate information for different locations
- CROP_RECOMMENDATION: Stores ML-generated crop recommendations
Key Relationships:
- Farmers own farms and upload images
- Farms have soil samples and grow crops
- Images are analyzed for disease detection
- Disease detection leads to treatment recommendations
- Soil samples undergo nutrient analysis
- Nutrient analysis generates fertilizer recommendations
- Crop recommendations are based on soil samples and climate data
- Crops follow crop recommendations
This database structure supports all the key functionalities mentioned in the abstract and methodology, including disease detection, crop recommendation, and fertilizer analysis.
144d ago
How to Download the ER Diagram
You can download the ER diagram I created in a few different ways:
Method 1: Screenshot the Diagram
The simplest method is to take a screenshot of the diagram directly from your browser:
- Click on the diagram to expand it to full view
Use your operating system's screenshot tool:
- Windows: Press
Windows + Shift + Sor use the Snipping Tool - Mac: Press
Command + Shift + 4 - Linux: Use tools like Screenshot or Flameshot
- Windows: Press
Method 2: Export from Mermaid Live Editor
For higher quality exports:
- Click on the three dots (...) in the top-right corner of the diagram
- Select "Open in Mermaid Live Editor"
- In the Mermaid Live Editor, click on the "Export" button
Choose your preferred format:
- PNG image
- SVG vector image
- PDF document
Method 3: Copy the Mermaid Code
You can also copy the Mermaid code and use it in other tools:
- Click on the three dots (...) in the top-right corner of the diagram
- Select "Copy Code"
Paste the code into any tool that supports Mermaid syntax, such as:
- Mermaid Live Editor
- GitHub Markdown files
- VS Code with Mermaid extensions
The Mermaid Live Editor (https://mermaid.live/) gives you the most export options and allows you to further customize the diagram before downloading.
144d ago