Table 1 Descriptive statistics of the water pollution data.
From: A novel RF-CEEMD-LSTM model for predicting water pollution
Station | Feature | Mean value | Max value | Min value | Standard deviation | Missing data rate (%) |
|---|---|---|---|---|---|---|
Kangdian | pH | 7.91 | 8.64 | 7.38 | 0.24 | 0.35 |
NH3-N (mg/L) | 0.76 | 9.67 | 0.66 | 0.68 | 0.36 | |
DO (mg/L) | 7.63 | 14.57 | 1.31 | 2.89 | 0.39 | |
Banqiao | pH | 8.17 | 9 | 7.11 | 0.31 | 0.61 |
NH3-N (mg/L) | 0.64 | 3.32 | 0.025 | 0.45 | 0.73 | |
DO (mg/L) | 8.44 | 17.64 | 0.83 | 2.69 | 0.74 |
