Table 1 Importance scores of variables of Precipitation Detection and their corresponding rankings
From: Snow or rain? hybrid AI deciphers surface precipitation phase from satellite observations
Variables Score | Ranking | Variables Score | Ranking |
|---|---|---|---|
\(\Delta {T}_{6.25-10.8}=0.072\) | 1 | \({{BT}}_{12.0}\,\)= 0.0352 | 15 |
\(\Delta {T}_{7.42-12}=0.072\) | 2 | R850 = 0.0328 | 16 |
TP = 0.058 | 3 | \(B{T}_{10.8}\) = 0.0328 | 17 |
R700 = 0.048 | 4 | Elevation = 0.0319 | 18 |
\({{BT}}_{8.55}\) = 0.046 | 5 | R925 = 0.0317 | 19 |
R500 = 0.045 | 6 | \({{BT}}_{13.3}\) = 0.0313 | 20 |
\(\Delta {T}_{10.8-12}\) = 0.044 | 7 | Div500 = 0.0261 | 21 |
Longitude = 0.040 | 8 | DIV850 = 0.0254 | 22 |
T500 = 0.0373 | 9 | DIV700 = 0.0253 | 23 |
T700 = 0.0366 | 10 | DIV925 = 0.0251 | 24 |
T925 = 0.0365 | 11 | \({{BT}}_{7.42}=\) 0.0245 | 25 |
T850 = 0.0361 | 12 | \({{BT}}_{6.25}=\) 0.0222 | 26 |
SAZ = 0.0358 | 13 | \({{BT}}_{6.95}=\) 0.0218 | 27 |
Latitude = 0.0352 | 14 | – | – |
