BangJhener/TiRex-3.0

TiRex Air Quality Forecasting - Jakarta ISPU

Model forecasting kualitas udara menggunakan TiRex (Time Series Forecasting) untuk wilayah DKI Jakarta.

Task: Time Series Forecasting
Target: Air Pollution Indices (ISPU Components)
Region: DKI Jakarta (5 monitoring stations)
Horizon: Multi-step ahead forecasting

Model Information

This model leverages TiRex (Time-series Regression model) for zero-shot forecasting of air quality components in Jakarta. The model forecasts future pollutant concentration levels based on historical patterns and weather conditions.

Forecasting Components

• PM10 (Particulate Matter 10μm)
• PM2.5 (Particulate Matter 2.5μm)
• SO2 (Sulfur Dioxide)
• CO (Carbon Monoxide)
• O3 (Ozone)
• NO2 (Nitrogen Dioxide)

Monitoring Stations

• DKI1 (Bundaran HI)
• DKI2 (Kelapa Gading)
• DKI3 (Jagakarsa)
• DKI4 (Lubang Buaya)
• DKI5 (Kebon Jeruk)

Citation

@software{tirex_jakarta_2025,
  author = {BangJhener},
  title = {TiRex Air Quality Forecasting for Jakarta ISPU},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/BangJhener/TiRex-3.0}
}

Competition

Developed for Datavidia 10.0 Competition - ISPU Forecasting Challenge
Research Paper: "Sistem Peringatan Dini ISPU untuk Dinas Lingkungan Hidup DKI Jakarta"

License

MIT License

Contact

• Author: BangJhener
• Competition: Arkavidia 2026 - Datavidia 10.0
• Target: Dinas Lingkungan Hidup DKI Jakarta