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 | −0.39 | − | 1.89 | −0.05 | −0.83 | −0.44 | − | 2.01 | −0.06 | −0.79 |
Cloud cover | −27.90 | −28.20 | −26.92 | −28.91 | −33.01 | −28.39 | −28.87 | −27.63 | −29.73 | −34.03 |
m10wspd | 171.60 | 181.64 | 205.36 | 192.98 | 132.37 | 178.65 | 189.37 | 211.70 | 199.64 | 138.62 |
Precipitation | −72.42 | −99.64 | −63.34 | −57.13 | − | −74.99 | −102.16 | −64.49 | −58.03 | − |
tair_dew | 126.20 | 107.67 | 147.31 | 137.40 | 117.39 | 127.14 | 102.90 | 145.39 | 134.62 | 116.94 |
T0am-4am | 7060.1 | 6840.5 | 6707.1 | 7170.2 | 7597.8 | 7109.3 | 6911.7 | 6759.3 | 7240.6 | 7627.6 |
T4am-8am | 6839.6 | 6560.4 | 6551.5 | 6942.9 | 7376.7 | 6897.9 | 6596.7 | 6613.1 | 7019.9 | 7960.1 |
T8am-12pm | 6693.7 | 6488.5 | 6363.1 | 6759.9 | 7093.9 | 6722.7 | 6519.7 | 6390.5 | 6816.7 | 7080.8 |
T12pm-4pm | 7027.4 | 6890.6 | 6717.8 | 6976.3 | 7335.9 | 7071.5 | 6940.1 | 6769.0 | 7043.1 | 7341.0 |
T4pm-8pm | 6878.6 | 6790.8 | 6444.5 | 6945.6 | 7193.2 | 6901.1 | 6827.1 | 6468.1 | 7003.2 | 7193.1 |
T8pm-12am | 6979.2 | 6930.5 | 6504.8 | 7039.2 | 7388.9 | 7012.0 | 6965.0 | 6549.9 | 7098.8 | 7405.5 |
R0-3hrs | 916.54 | 1002.32 | 801.65 | 845.83 | 1130.51 | 926.88 | 1021.40 | 812.61 | 849.06 | 1176.7 |
R3-6hrs | 158.21 | 184.84 | 155.20 | 126.25 | − | 143.17 | 190.18 | 141.72 | 123.49 | − |
R6-12hrs | 50.85 | 199.27 | 46.63 | −148.63 | −102.69 | 55.87 | 208.90 | 41.51 | −178.46 | −95.62 |
R12-24hrs | − | 169.87 | −41.18 | −119.56 | − | − | 177.17 | −50.67 | −110.93 | − |
Water | −222.53 | −219.11 | −224.95 | − | − | −234.49 | −219.00 | −241.94 | − | − |
No. of Observations | 361,182 | 117,233 | 137,447 | 90,637 | 15,865 | 361,182 | 117,233 | 137,447 | 90,637 | 15,865 |
R-Squared | 0.83 | 0.84 | 0.83 | 0.81 | 0.79 | 0.98 | 0.98 | 0.97 | 0.97 | 0.96 |
Adj. R-Squared | 0.83 | 0.84 | 0.83 | 0.81 | 0.79 | 0.98 | 0.98 | 0.97 | 0.97 | 0.96 |
AIC | 6,701,768 | 2,173,896 | 2,550,679 | 1,681,680 | 292,863 | 5,254,038 | 1,846,543 | 2,292,924 | 1,485,337 | 264,234 |
RMSE | 2587.90 | 2572.60 | 2590.90 | 2586.30 | 2466.40 | 348.78 | 636.84 | 1014.50 | 875.56 | 1000.50 |