Table 1 Descriptive statistics of daily flow and relevant data from 1998 to 2010 in Changhua dataset, where DSW, THC and other abbreviates represent names of rainfall, evaporation and gaging stations, and p, R and E refer to flow rates observed at CH, rainfall observed at rainfall stations and evaporation observed at SS, respectively
From: SMOTE-Boost-based sparse Bayesian model for flood prediction
E | p | R(DSW) | R(THC) | R(LMS) | R(SS) | R(LX) | R(YLG) | R(CH) | E(SS) |
|---|---|---|---|---|---|---|---|---|---|
Mean | 146.651 | 0.596 | 0.618 | 0.704 | 0.786 | 0.712 | 0.822 | 0.631 | 0.090 |
SD | 202.501 | 2.411 | 2.303 | 2.636 | 2.553 | 2.560 | 2.666 | 3.405 | 0.071 |
Median | 80.320 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.083 |
Skewness | 3.987 | 11.026 | 7.946 | 10.700 | 7.819 | 8.599 | 7.484 | 27.617 | 1.205 |
kurtosis | 24.388 | 198.996 | 89.910 | 190.660 | 104.110 | 120.549 | 100.293 | 1124.804 | 7.474 |