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. 2020 May 19;20(10):2876. doi: 10.3390/s20102876
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
NO2 Nitrogen dioxide
O3 Ozone
OPS Optical particle sizer
P Absolute pressure
PCC Pearson correlation coefficients
PM Particulate matter
PM10 Particulate matter smaller than 10 μm
PM2.5 Particulate matter smaller than 2.5 μm
PN Particle number
R2 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
SO2 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