pm25
Datasets
All datasets matching “pm25”PM25Vision
PM25Vision
Dataset Summary
PM25Vision (PM25V) is a large-scale dataset for estimating air quality (PM2.5) from street-level imagery. It pairs Mapillary photos with World Air Quality Index (WAQI) PM2.5 records, covering 2014–2025, 3,261 monitoring stations, and 11,114 cleaned and balanced images with PM2.5 AQI labels.
Tasks
Regression: Predict continuous PM2.5 AQI values.
Classification: Predict discrete AQI levels.
Baseline Results… See the full description on the dataset page: https://huggingface.co/datasets/DeadCardassian/PM25Vision.pm25-forecasting-data
PM2.5 Forecasting Demo Data
This dataset stores the lightweight artifacts used by the Hugging Face Space demo:
https://huggingface.co/spaces/sumit1703/pm25-forecasting
The files are precomputed outputs from the ANRF AISEHack Phase 2 Theme 2 Pollution Forecasting project. The Space uses these artifacts only for visualization. It does not run live model inference, training, or torch at runtime.
Files
File
Description
demo_preds.npy
Precomputed PM2.5… See the full description on the dataset page: https://huggingface.co/datasets/sumit1703/pm25-forecasting-data.eea-pm25-forecasting
EEA PM2.5 Air Quality Dataset
Hourly air quality measurements from the European Environment Agency (EEA) for PM2.5 forecasting research.
Dataset Description
This dataset contains hourly air pollutant concentrations and meteorological data from monitoring stations across 5 European cities, prepared for machine learning forecasting tasks.
Data Sources
Air Quality: European Environment Agency (EEA) Air Quality Portal
Weather: Open-Meteo Archive API… See the full description on the dataset page: https://huggingface.co/datasets/cosuleabianca/eea-pm25-forecasting.tianjin-pm25-datatest_merra_pm25eea_pm25_forecasting
EEA PM2.5 Air Quality Dataset - Europe (TsFile)
Apache TsFile version of
cosuleabianca/eea-pm25-forecasting.
Overview
Hourly air-quality and meteorology measurements from European Environment
Agency (EEA) monitoring sites prepared for PM2.5 forecasting research:
1,945,152 hourly rows (one per country + site + UTC hour) with PM2.5, NO2 and
PM10 concentrations, ERA5-style meteorology (temperature, humidity, dew
point, precipitation, pressure, wind components) and… See the full description on the dataset page: https://huggingface.co/datasets/THULab/eea_pm25_forecasting.