Great topic. I think you should definitely look into distinguishing outdoor and indoor quality. My research deals with chess data a lot, and I know papers out there using chess data to distinguish it. You can check it out: https://pubsonline.informs.org/doi/10.1287/mnsc.2022.4643 Of course you should try to find data sources that would enable you to do such merging. (You need some indoor air quality data that is publicly shared, and outdoor data is public of course) And lastly, definitely look into a finer grid of air quality data by looking into shapefiles. That way you can figure out how things are close to the big emitting sources like factories or higways and disinguish them from all potential areas that get affected by external forces like wildfires smokes that come from long distances.
Great topic. I think you should definitely look into distinguishing outdoor and indoor quality. My research deals with chess data a lot, and I know papers out there using chess data to distinguish it. You can check it out: https://pubsonline.informs.org/doi/10.1287/mnsc.2022.4643 Of course you should try to find data sources that would enable you to do such merging. (You need some indoor air quality data that is publicly shared, and outdoor data is public of course) And lastly, definitely look into a finer grid of air quality data by looking into shapefiles. That way you can figure out how things are close to the big emitting sources like factories or higways and disinguish them from all potential areas that get affected by external forces like wildfires smokes that come from long distances.