---
library_name: tirex
tags:
- time-series
- forecasting
- air-quality
- pollution-prediction
- ispu
- jakarta
- environmental-monitoring
language:
- id
license: mit
---

# 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

```bibtex
@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