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 | −0.76 | −6.79 | 1.58 | −0.62 | −2.74 | −0.78 | −7.59 | 1.50 | −0.67 | −3.05 |
Cloud cover | −32.07 | −30.46 | −31.21 | −35.15 | −40.11 | −32.38 | −30.43 | −31.66 | −35.77 | −41.65 |
m10wspd | 231.90 | 265.33 | 273.84 | 250.82 | 120.49 | 234.85 | 262.50 | 274.46 | 246.38 | 122.74 |
Precipitation | −183.39 | −219.76 | −159.00 | −185.38 | −74.06 | −184.56 | −228.52 | −166.44 | −192.18 | −85.40 |
tair_dew | 268.18 | 199.31 | 298.13 | 363.39 | 277.89 | 265.58 | 191.97 | 296.01 | 362.05 | 285.38 |
T0am-4am | 10,148.4 | 10,084.1 | 9843.0 | 10,214.8 | 11,820.3 | 10,247.4 | 10,211.0 | 9986.0 | 10,350.7 | 12,215.9 |
T4am-8am | 9745.7 | 9540.6 | 9519.0 | 9914.4 | 11,302.4 | 9833.0 | 9641.0 | 9643.3 | 10,042.8 | 11,632.0 |
T8am-12pm | 9292.9 | 9106.8 | 9008.2 | 9474.8 | 10,865.8 | 9367.3 | 9184.1 | 9091.5 | 9588.6 | 11,157.9 |
T12pm-4pm | 9639.2 | 9356.1 | 9461.5 | 9735.2 | 11,275.4 | 9700.7 | 9426.4 | 9544.3 | 9856.9 | 11,624.3 |
T4pm-8pm | 9190.0 | 9175.7 | 8819.9 | 9300.6 | 10,964.4 | 9199.8 | 9239.3 | 8901.7 | 9404.0 | 11,274.4 |
T8pm-12am | 9520.6 | 9582.6 | 9094.7 | 9528.1 | 11,274.1 | 9578.3 | 9672.9 | 9186.1 | 9629.3 | 11,585.4 |
R0-3hrs | 711.86 | 679.21 | 557.05 | 753.21 | 1212.77 | 683.66 | 652.33 | 545.01 | 762.64 | 1288.2 |
R3-6hrs | 93.73 | 102.47 | 89.48 | 69.91 | − | 74.74 | 99.86 | 84.92 | 50.92 | − |
R6-12hrs | −44.87 | 159.78 | −118.56 | −273.55 | −185.96 | −48.45 | 159.26 | −157.62 | −324.04 | −201.17 |
R12-24hrs | 50.15 | 166.28 | − | − | 174.51 | 45.96 | 166.97 | − | − | 203.30 |
water | − | 114.83 | −46.65 | 133.37 | − | − | 97.51 | −67.99 | 115.88 | − |
No. of Observations | 685,375 | 244,448 | 259,202 | 158,126 | 23,599 | 685,375 | 244,448 | 259,202 | 158,126 | 23,599 |
R-Squared | 0.86 | 0.87 | 0.86 | 0.84 | 0.80 | 0.99 | 0.99 | 0.98 | 0.98 | 0.95 |
Adj. R-Squared | 0.86 | 0.87 | 0.86 | 0.84 | 0.80 | 0.99 | 0.99 | 0.98 | 0.98 | 0.95 |
AIC | 13,200,000 | 4,674,395 | 4,983,872 | 3,038,998 | 451,866 | 11,200,000 | 366,836 | 4,468,495 | 2,684,371 | 415,281 |
RMSE | 3567.00 | 3436.30 | 3622.50 | 3606.30 | 3479.40 | 825.40 | 808.27 | 1340.60 | 1175.10 | 1602.80 |