Skopje Weather Multi-modal Data
Description
This dataset could be used for air pollution prediction or generally analyzing the weather conditions in Skopje, Macedonia. It provides a combination of weather data and camera images. Namely, the input is primarily based on cameras taken from a static camera placed at the Vodno mountain near Skopje, Macedonia. Next, we use the meteorological data taken from the nearest meteorological station. The output is the predicted Air Quality Index, which is validated based on the nearest PM2.5 sensor measurements. We provide air pollution data, weather data, as well as images that are taken from static cameras located at the nearby Vodno Mountain.
Files
Steps to reproduce
This dataset could be used for air pollution prediction or generally analyzing the weather conditions in Skopje, Macedonia. It provides a combination of weather data and camera images. Namely, the input is primarily based on cameras taken from a static camera placed at the Vodno mountain near Skopje, Macedonia. Next, we use the meteorological data taken from the nearest meteorological station. The output is the predicted Air Quality Index, which is validated based on the nearest PM2.5 sensor measurements.