| ANN |
Artificial neural network |
| CMAQ |
Community multiscale air quality |
| CO |
Carbon monoxide |
| CPC |
Condensation particle counter |
| FFNN |
Feed-forward neural network |
| LASSO |
Least absolute shrinkage and selection operator |
| LSTM |
Long short-term memory |
| MAE |
Mean absolute error |
| MENA |
Middle East and North Africa |
| NNs |
Neural networks |
| NO
|
Nitrogen dioxide |
| O
|
Ozone |
| OPS |
Optical particle sizer |
| P |
Absolute pressure |
| PCC |
Pearson correlation coefficients |
| PM |
Particulate matter |
| PM
|
Particulate matter smaller than 10 m |
| PM
|
Particulate matter smaller than 2.5 m |
| PN |
Particle number |
| R
|
Coefficient of determination |
| ReLU |
Rectified linear unit |
| RF |
Precipitation |
| RH |
Relative humidity |
| RMSE |
Root mean squared error |
| RNN |
Recurrent neural network |
| SMPS |
Scanning Mobility Particle Sizer |
| SO
|
Sulfur dioxide |
| T |
Temperature |
| TDNN |
Time-delay neural network |
| UAM |
Urban airshed model |
| UFPs |
Ultra-fine particles |
| WD |
Wind direction |
| WHO |
World Health Organization |
| WS |
Wind speed |