Variable | OLS | WLS | ||||||||
All | Elevation | All | Elevation | |||||||
<50 m | 50 - 250 m | 250 - 750 m | >750 m | <50 m | 50 - 250 m | 250 - 750 m | >750 m | |||
Elevation | −0.13 | −0.58 | 0.49 | −0.19 | 0.85 | −0.14 | −0.63 | 0.44 | −0.19 | 0.93 |
Cloud cover | −2.78 | −2.66 | −2.88 | −3.39 | −34.66 | −2.92 | −2.72 | −3.09 | −3.70 | −36.16 |
m10wspd | 33.65 | 30.14 | 40.18 | 30.80 | 56.38 | 35.10 | 29.98 | 41.39 | 32.24 | 61.23 |
Precipitation | 6.44 | 3.38 | 5.78 | 13.54 | 36.39 | 6.89 | 4.29 | 6.98 | 14.34 | 40.65 |
tair_dew | − | −4.90 | − | − | 66.70 | − | −3.75 | − | − | 65.18 |
T0am-4am | 1133.3 | 1106.0 | 1057.3 | 1268.9 | 3271.0 | 1145.8 | 1104.0 | 1078.8 | 1296.3 | 3307.3 |
T4am-8am | 1090.6 | 1065.4 | 1023.2 | 1208.8 | 3317.7 | 1103.3 | 1069.2 | 1041.7 | 1239.8 | 3362.6 |
T8am-12pm | 1001.4 | 992.1 | 924.2 | 1112.8 | 3220.3 | 1010.3 | 995.7 | 947.9 | 1134.0 | 3274.9 |
T12pm-4pm | 988.3 | 961.2 | 898.9 | 1117.5 | 3196.3 | 992.6 | 961.3 | 912.9 | 1143.8 | 3239.6 |
T4pm-8pm | 1153.3 | 1132.6 | 1069.0 | 1308.9 | 3252.7 | 1174.6 | 1137.2 | 1099.2 | 1359.1 | 3304.6 |
T8pm-12am | 1146.8 | 1153.9 | 1025.4 | 1312.3 | 3234.7 | 1157.5 | 1160.0 | 1050.0 | 1346.7 | 3276.0 |
R0-3hrs | 137.14 | 102.13 | 110.72 | 156.78 | 219.15 | 135.92 | 102.04 | 111.51 | 159.57 | 250.79 |
R3-6hrs | 58.60 | 75.76 | 45.23 | 75.17 | − | 57.59 | 77.53 | 44.61 | 74.71 | − |
R6-12hrs | 18.94 | 30.46 | 21.71 | − | − | 17.93 | 29.65 | 19.22 | − | − |
R12-24hrs | − | 42.75 | − | −52.69 | −57.10 | − | 42.13 | − | −55.72 | −49.05 |
Water | −41.79 | −47.31 | − | −66.86 | − | −45.20 | −47.48 | − | −76.24 | − |
No. of Observations | 54,232 | 17,125 | 19,144 | 14,590 | 3373 | 54,232 | 17,125 | 19,144 | 14,590 | 3373 |
R-Squared | 0.76 | 0.78 | 0.77 | 0.76 | 0.66 | 0.98 | 0.97 | 0.96 | 0.96 | 0.93 |
Adj. R-Squared | 0.76 | 0.78 | 0.77 | 0.76 | 0.66 | 0.98 | 0.97 | 0.96 | 0.96 | 0.93 |
AIC | 821,396 | 258,336 | 289,282 | 221,156 | 51,702 | 665,843 | 222,987 | 249,388 | 192,932 | 45,662 |
RMSE | 470.56 | 456.35 | 462.27 | 473.24 | 514.49 | 112.14 | 162.58 | 163 | 179.89 | 210.16 |