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ACSAF: Aerosols & Cloud geometry-based Sunset/Sunrise cloud Afterglow Forecaster

License Python 3.12

ACSAF is a short-term forecasting tool designed to predict the occurrence and intensity of vibrant sunset and sunrise cloud afterglows for the current and following day.

The tool computes a normalized Afterglow Index (0–100):

  • 0: Dull, short-lived, or unappreciable cloud afterglow display.
  • 100: Vivid, long-lasting, and highly visible cloud afterglow display.

🛰️ How It Works

The ACSAF index is physically rooted in Beer-Lambert's Law, tracking light attenuation through the atmosphere. However, the final index is normalized and weighted alongside empirical factors for human perception.

The engine processes data across 13 pressure levels at a 3-hour temporal resolution and 0.4-degree horizontal resolution, utilizing:

  • ECMWF IFS: Cloud and Ice Water Content forecast data.
  • CAMS: Atmospheric Total Aerosol Optical Depth (AOD) forecast data.

⚡ Quick Start

Web Interface

The easiest way to view the forecast is to visit the live app: 👉 afterglow.top

Local Installation & Execution

To generate the raw forecast JSON schema locally, clone the repository, install your required dependencies, and run the calculation script:

git clone [https://github.com/Her0n24/ACSAF.git](https://github.com/Her0n24/ACSAF.git)
cd ACSAF
# Install your dependencies here (e.g., environment.yml)
python calc_afterglow_realistic_path_lwc_global.py

Gallery

afterglow1-1 (dragged) Why such information is useful? afterglow1-3 (dragged) The principle of cloud afterglow forecasting

20250418000000_afterglow_dashboard_Reading Index and details of the events in the legacy ASCAF Dashboard

20250419000000-18h-AIFS_cloud_cover_Reading Legacy supplementary figures displaying raw model output cloud coves for the selected region

About

The ACSAF (Aerosols & Cloud geometry-based Sunset/Sunrise cloud Afterglow Forecaster) project provides a near-term vibrancy rating for the sunset/ sunrise cloud afterglow. This is an effort to save travel and time cost of photographers or sky lovers.

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