Table 2 Meteorological factors used in forecasting and their descriptions.
From: Dual-attention-based recurrent neural network for hand-foot-mouth disease prediction in Korea
Group name | Feature name | Mean | Std.div | Min | Max |
|---|---|---|---|---|---|
Temperature | Average temperature (°C) | 13.1228 | 9.4744 | − 6.2714 | 29.8286 |
Average maximum temperature (°C) | 18.5628 | 9.3420 | − 2 | 35.5 | |
Maximum temperature (°C) | 23.2809 | 8.5362 | 5.4286 | 39.4 | |
Average minimum temperature (°C) | 8.3895 | 9.8835 | − 11.3429 | 25.3429 | |
Minimum temperature (°C) | 1.7086 | 10.8119 | − 20.8714 | 20.5 | |
Wind | Average wind speed (m/s) | 1.9545 | 0.3890 | 1.1857 | 3.5286 |
Maximum wind speed (m/s) | 12.0837 | 2.4749 | 7.3857 | 20.5714 | |
Maximum instantaneous wind speed (m/s) | 17.3248 | 3.0480 | 10.5286 | 28.3571 | |
Rainfall | Average rainfall (mm) | 3.5180 | 4.9080 | 0 | 32.4714 |
Maximum rainfall (mm) | 25.3245 | 29.2786 | 0 | 195.0143 | |
1 h maximum rainfall (mm) | 8.8643 | 12.6071 | 0 | 59.6286 | |
Day length | Day length (hr) | 6.5254 | 1.8445 | 1.4571 | 12.0714 |
Day length per year (MJ/m2) | 13.7006 | 4.6451 | 4.5371 | 26.0343 | |
Humidity | Average humidity (%) | 67.5706 | 10.1568 | 44.2857 | 90.4286 |
Minimum humidity (%) | 22.8662 | 10.2869 | 6.2857 | 52.2857 | |
Air pollution | SO2 | 0.0045 | 0.0012 | 0.0026 | 0.01042 |
CO | 0.4965 | 0.1158 | 0.3056 | 1.08039 | |
O3 | 0.0270 | 0.0091 | 0.0105 | 0.05755 | |
NO2 | 0.0224 | 0.0061 | 0.0085 | 0.03906 | |
PM10 | 44.9482 | 15.7274 | 16.2785 | 120.7358 |
