lazypanda21/smog-forecast-live

Pakistan next-day PM2.5 forecast: live results

Updated every hour by the pipeline in the project's GitHub repository. Gold-level results only (city averages, forecasts, quality logs); no raw files and no keys.

Sources and licences

• OpenAQ (data owners recorded per location, e.g. The Urban Unit): Per location (recorded in each manifest row); mostly CC BY 4.0. Data from OpenAQ and the original owner of each location
• NASA ESDIS / LANCE - Fire Information for Resource Management System: NASA open data policy. We acknowledge the use of data and/or imagery from NASA's Fire Information for Resource Management System (FIRMS), part of NASA's Earth Science Data and Information System (ESDIS).
• Open-Meteo (ECMWF ERA5 / IFS reanalysis): CC BY 4.0. Weather data by Open-Meteo.com
• Copernicus Atmosphere Monitoring Service (CAMS), via Open-Meteo: CC BY 4.0. Air quality model data: CAMS, served by Open-Meteo.com