Table 2 99 Features after lag analysis.
Feature category | Feature (Column 1) | Feature (Column 2) |
|---|---|---|
Time series features | Year | Month |
Day | Holiday | |
City | ||
Meteorological condition features | Sea Level Pressure (lag030) | Surface Pressure (lag026) |
Average Temperature (lag030) | Maximum Temperature (lag022) | |
Minimum Temperature (lag030) | Precipitation (lag030) | |
Snowfall (lag024) | Snow Depth (lag030) | |
Surface Temperature (lag025) | Dew Point Temperature (lag030) | |
Relative Humidity (lag029) | Evaporation (lag09) | |
Potential Evaporation (lag030) | Wind Speed (lag030) | |
Radial Wind Speed (lag030) | Zonal Wind Speed (lag026) | |
Average Gust Speed (lag030) | Maximum Gust Speed (lag030) | |
Low-Level Cloud Cover (lag030) | Mid-Level Cloud Cover (lag030) | |
High-Level Cloud Cover (lag025) | Total Cloud Cover (lag028) | |
Total Solar Radiation (lag030) | Net Solar Radiation (lag030) | |
Direct Radiation (lag030) | Sunshine Duration (lag030) | |
UV Intensity (lag030) | Runoff (lag02) | |
Surface Runoff (lag018) | Subsurface Runoff (lag030) | |
Thunderstorm Probability (lag030) | Maximum Thunderstorm Probability (lag015) | |
K Index (lag018) | Convective Available Potential Energy (lag027) | |
Air pollutants features | AQI_mean_lag17 | AQI_max_lag18 |
AQI_min_lag17 | AQI_std_lag18 | |
PM\(_{2.5}\)_mean_lag17 | PM\(_{2.5}\)_max_lag17 | |
PM\(_{2.5}\)_min_lag17 | PM\(_{2.5}\)_std_lag17 | |
PM\(_{2.5}\)_24h_mean_lag17 | PM\(_{2.5}\)_24h_max_lag17 | |
PM\(_{2.5}\)_24h_min_lag17 | PM\(_{2.5}\)_24h_std_lag18 | |
PM\(_{10}\)_mean_lag18 | PM\(_{10}\)_max_lag18 | |
PM\(_{10}\)_min_lag17 | PM\(_{10}\)_std_lag18 | |
PM\(_{10}\)_24h_mean_lag17 | PM\(_{10}\)_24h_max_lag17 | |
PM\(_{10}\)_24h_min_lag18 | PM\(_{10}\)_24h_std_lag17 | |
SO\(_{2}\)_mean_lag17 | SO\(_{2}\)_max_lag17 | |
SO\(_{2}\)_min_lag20 | SO\(_{2}\)_std_lag17 | |
SO\(_{2}\)_24h_mean_lag17 | SO\(_{2}\)_24h_max_lag17 | |
SO\(_{2}\)_24h_min_lag17 | SO\(_{2}\)_24h_std_lag17 | |
NO\(_{2}\)_mean_lag17 | NO\(_{2}\)_max_lag17 | |
NO\(_{2}\)_min_lag20 | NO\(_{2}\)_std_lag17 | |
NO\(_{2}\)_24h_mean_lag17 | NO\(_{2}\)_24h_max_lag17 | |
NO\(_{2}\)_24h_min_lag19 | NO\(_{2}\)_24h_std_lag18 | |
O\(_{3}\)_mean_lag17 | O\(_{3}\)_max_lag17 | |
O\(_{3}\)_min_lag17 | O\(_{3}\)_std_lag17 | |
O\(_{3}\)_24h_mean_lag17 | O\(_{3}\)_24h_max_lag17 | |
O\(_{3}\)_24h_min_lag17 | O\(_{3}\)_24h_std_lag17 | |
O\(_{3}\)_8h_mean_lag17 | O\(_{3}\)_8h_max_lag17 | |
O\(_{3}\)_8h_min_lag17 | O\(_{3}\)_8h_std_lag17 | |
O\(_{3}\)_8h_24h_mean_lag17 | O\(_{3}\)_8h_24h_max_lag17 | |
O\(_{3}\)_8h_24h_min_lag17 | O\(_{3}\)_8h_24h_std_lag17 | |
CO_mean_lag17 | CO_max_lag17 | |
CO_min_lag20 | CO_std_lag17 | |
CO_24h_mean_lag17 | CO_24h_max_lag18 | |
CO_24h_min_lag17 | CO_24h_std_lag18 |
