Aerotropolis 2025

Urban Engineering Systems Design (UESD)

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Repository Structure

Aerotropolis2025/
├── Airport Master Plan for Carbon Neutrality/    # Carbon neutrality planning project
│   ├── data/                                     # External data links + metadata
│   │   ├── metadata/                            # Data schema, layer IDs, CRS, update logs
│   │   ├── files/                               # Small files
│   │   └── README.md                            # Data descriptions + download links
│   ├── scripts/                                 # Data analysis + visualization
│   │   ├── preprocess/                          # Clean, merge, convert data
│   │   ├── analytics/                           # KPI, scenario analysis
│   │   └── visualization/                       # Charts, map layers, heatmaps
│   ├── models/                                  # Simulation models
│   │   ├── urban_risk/                          # ABM for evacuation
│   │   ├── urban_regeneration/                  # Urban form, carbon modeling, energy simulation
│   │   └── README.md                            # Model objectives, inputs/outputs, run instructions
│   ├── dashboards/                              # Interactive platform
│   │   └── README.md                            # ArcGIS Dashboard + Experience Builder URLs
│   ├── docs/                                    # Project documentation
│   │   └── README.md                            # Documentation guidelines and structure
│   └── README.md                                # Project overview
│
├── Airport Oriented Development/                # Airport-oriented development project
│   ├── data/                                     # External data links + metadata
│   │   ├── metadata/                            # Data schema, layer IDs, CRS, update logs
│   │   ├── files/                               # Small files
│   │   └── README.md                            # Data descriptions + download links
│   ├── scripts/                                 # Data analysis + visualization
│   │   ├── preprocess/                          # Clean, merge, convert data
│   │   ├── analytics/                           # KPI, scenario analysis
│   │   └── visualization/                       # Charts, map layers, heatmaps
│   ├── models/                                  # Simulation models
│   │   ├── urban_risk/                          # ABM for evacuation
│   │   ├── urban_regeneration/                  # Urban form, carbon modeling, energy simulation
│   │   └── README.md                            # Model objectives, inputs/outputs, run instructions
│   ├── dashboards/                              # Interactive platform
│   │   └── README.md                            # ArcGIS Dashboard + Experience Builder URLs
│   ├── docs/                                    # Project documentation
│   │   └── README.md                            # Documentation guidelines and structure
│   └── README.md                                # Project overview
│
├── Resilient Airport Systems/                    # Airport resilience and risk management project
│   ├── data/                                     # External data links + metadata
│   │   ├── metadata/                            # Data schema, layer IDs, CRS, update logs
│   │   ├── files/                               # Small files
│   │   └── README.md                            # Data descriptions + download links
│   ├── scripts/                                 # Data analysis + visualization
│   │   ├── preprocess/                          # Clean, merge, convert data
│   │   ├── analytics/                           # KPI, scenario analysis
│   │   └── visualization/                       # Charts, map layers, heatmaps
│   ├── models/                                  # Simulation models
│   │   ├── urban_risk/                          # ABM for evacuation
│   │   ├── urban_regeneration/                  # Urban form, carbon modeling, energy simulation
│   │   └── README.md                            # Model objectives, inputs/outputs, run instructions
│   ├── dashboards/                              # Interactive platform
│   │   └── README.md                            # ArcGIS Dashboard + Experience Builder URLs
│   ├── docs/                                    # Project documentation
│   │   └── README.md                            # Documentation guidelines and structure
│   └── README.md                                # Project overview
│
├── UAV and Multi-Modal Ground Transportation/   # Transportation and mobility project
│   ├── data/                                     # External data links + metadata
│   │   ├── metadata/                            # Data schema, layer IDs, CRS, update logs
│   │   ├── files/                               # Small files
│   │   └── README.md                            # Data descriptions + download links
│   ├── scripts/                                 # Data analysis + visualization
│   │   ├── preprocess/                          # Clean, merge, convert data
│   │   ├── analytics/                           # KPI, scenario analysis
│   │   └── visualization/                       # Charts, map layers, heatmaps
│   ├── models/                                  # Simulation models
│   │   ├── urban_risk/                          # ABM for evacuation
│   │   ├── urban_regeneration/                  # Urban form, carbon modeling, energy simulation
│   │   └── README.md                            # Model objectives, inputs/outputs, run instructions
│   ├── dashboards/                              # Interactive platform
│   │   └── README.md                            # ArcGIS Dashboard + Experience Builder URLs
│   ├── docs/                                    # Project documentation
│   │   └── README.md                            # Documentation guidelines and structure
│   └── README.md                                # Project overview
│
└── README.md                                    # This file - main repository overview

Project Focus Areas

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Getting Started

1. Navigate to the specific project folder you're interested in
2. Read the project-specific README.md for detailed information
3. Review the data requirements and setup instructions
4. Explore the models and scripts for your area of interest
5. Check the dashboards folder for interactive visualizations

Contributing

Each project folder follows a consistent structure to facilitate collaboration and knowledge sharing across different aerotropolis development initiatives.

How to Contribute

1. Setting Up Your Development Environment

# Clone the repository
git clone https://github.com/[your-username]/Aerotropolis2025.git
cd Aerotropolis2025

# Create a new branch for your work
git checkout -b feature/your-feature-name

2. Making Changes

1. Navigate to your project folder (e.g., Airport Master Plan for Carbon Neutrality/)
2. Make your changes in the appropriate subfolder:
   • Add data files to data/files/
   • Add scripts to scripts/preprocess/, scripts/analytics/, or scripts/visualization/
   • Add models to models/urban_risk/ or models/urban_regeneration/
   • Update documentation in docs/
   • Add dashboard components to dashboards/

3. Committing Your Changes

# Check what files have been modified
git status

# Add specific files to staging
git add path/to/your/file.py
git add path/to/your/data.csv

# Or add all changes in a specific folder
git add "Airport Master Plan for Carbon Neutrality/scripts/"

# Commit with a descriptive message
git commit -m "Add evacuation simulation model for flood scenarios

- Implemented agent-based evacuation model
- Added flood risk assessment algorithms
- Updated documentation with model parameters
- Resolves issue #123"

4. Pushing to GitHub

# Push your branch to GitHub
git push origin feature/your-feature-name

# If this is your first push, set upstream
git push -u origin feature/your-feature-name

5. Creating a Pull Request

1. Go to the GitHub repository page
2. Click "Compare & pull request" for your pushed branch
3. Fill out the pull request template:
   • Title: Brief description of changes
   • Description: Detailed explanation of what was added/changed
   • Related Issues: Link to any related issues
   • Testing: Describe how you tested your changes
   • Screenshots: Add screenshots for UI/dashboard changes

6. Code Review Process

• Reviewers will check your code for:
  • Code quality and best practices
  • Documentation completeness
  • Data format compliance
  • Model validation
• Address feedback by making additional commits to your branch
• Merge once approved

Best Practices

File Organization

• Use descriptive filenames: flood_evacuation_model_v2.py instead of model.py
• Follow naming conventions: Use underscores for Python files, hyphens for data files
• Organize by date: Use YYYY-MM-DD format for dated files

Documentation

• Update README files when adding new functionality
• Include docstrings in Python scripts
• Document data sources in metadata files
• Add comments explaining complex algorithms

Data Management

• Validate data formats before committing
• Use consistent coordinate systems (WGS84 or JGD2000)
• Include metadata for all spatial data
• Compress large files or use Git LFS

Model Development

• Version your models clearly
• Include input/output specifications
• Add validation tests
• Document dependencies and requirements

Commit Message Guidelines

Use clear, descriptive commit messages:

# Good examples
git commit -m "Add heat wave risk assessment model"
git commit -m "Update evacuation routes for terminal building"
git commit -m "Fix data processing bug in traffic flow analysis"

# Avoid vague messages
git commit -m "Update files"
git commit -m "Fix bug"
git commit -m "Changes"

Branch Naming Convention

• feature/description - New features
• bugfix/description - Bug fixes
• hotfix/description - Critical fixes
• docs/description - Documentation updates
• refactor/description - Code refactoring

Getting Help

• Issues: Create GitHub issues for bugs or feature requests
• Discussions: Use GitHub Discussions for questions and ideas
• Documentation: Check project-specific README files for detailed instructions