Rocky Surfaces Analysis

This codebase provides tools for analyzing spectral data of rocky surfaces, calculating their emission properties, and visualizing the results.

Project Structure

rocky_surfaces/
├── README.md           # This file
├── requirements.txt    # Python dependencies
├── data/              # Data directory
│   └── raw/           # Raw surface spectral data
├── src/               # Source code
│   ├── constants.py   # Physical constants and configuration
│   ├── data_loader.py # Data loading functions
│   ├── spectral.py    # Spectral processing
│   ├── emission.py    # Emission calculations
│   └── plotting.py    # Visualization functions
├── notebooks/         # Jupyter notebooks
└── output/           # Generated outputs
    ├── processed/    # Processed data
    └── figures/      # Generated plots

Setup

1. Create a Python virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

2. Install dependencies:

pip install -r requirements.txt

Usage

1. Place raw surface spectral data files in data/raw/
2. Use the provided notebooks in notebooks/ to:
   • Process raw surface data
   • Calculate emission properties
   • Generate visualizations

Data Format

Raw surface data should be provided in tab-delimited files with the following naming convention:

• Shortwave data: {ID}_sw_{details}.tab
• Longwave data: {ID}_lw_{details}.tab
• Combined data: {ID}_combine_{details}.tab

Example:

• B19_lherzolite_sw_cpfb08.tab
• B19_lherzolite_lw_nafb8p.tab
• B19_lherzolite_combine_cpfb08p_nafb8p.tab