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PurpleAirSF: datasets for realistic air quality forecasting

Python 100.00%
air-quality-data air-quality-prediction meteorological-data spatio-temporal-data spatio-temporal-models spatio-temporal-prediction

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purpleairsf's Issues

Inquiry about Timestamps in This Dataset

I'm currently diving into your dataset. It's been incredibly helpful for my project. However, I'm curious about the accurate timestamps in the dataset. Could you provide some more details about how timestamps are recorded?

Thanks a bunch for your hard work in putting together and sharing this dataset!

Cheers,
Fw[a]rd.

Prediction models and hyperparameters

Hi, Thank you for your work. This dataset is incredibly useful and truly a blessing for me. and I believe it will help air quality forecasting research or any other related research areas a lot.
In your paper, you constructed an initial performance benchmark using LSTM and GWN. Could you please share the hyperparameters (or code) you used for training these models?

Some questions

  1. How to understand pm2.5_alt, pm2.5_cf_1,pm2.5_atm.
  2. If I want to use normal pm2.5, which one should I use.

Thanks.

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