Table 3.
Predictor | Field-based canopy cover (%) | Remote-sensed canopy cover (%) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Estimate | 95%CI | p | Estimates | 95%CI | p | |||||||
Maximum air temperature (°C) | ||||||||||||
Intercept | 0.719 | 0.562 to 0.876 | < 0.001 | 0.683 | 0.532 to 0.833 | < 0.001 | ||||||
Canopy cover | − 0.006 | − 0.009 to − 0.003 | < 0.001 | − 0.010 | − 0.015 to − 0.005 | < 0.001 | ||||||
Cloud cover | 0.002 | − 0.001 to 0.004 | 0.13 | 0.002 | − 0.000 to 0.005 | 0.093 | ||||||
Canopy × cloud | < 0.001 | − 0.000 to 0.000 | 0.333 | < 0.001 | − 0.000 to 0.000 | 0.818 | ||||||
Random effects | ||||||||||||
σ2 | 0.35 | 0.35 | ||||||||||
τ00 Date | 0.16 | 0.16 | ||||||||||
τ00 Pole_No | 0.06 | 0.06 | ||||||||||
ICC | 0.39 | 0.38 | ||||||||||
NDate | 92 | 92 | ||||||||||
NPole_No | 50 | 50 | ||||||||||
Observations | 3506 | 3506 | ||||||||||
Marginal R2/conditional R2 | 0.036/0.408 | 0.047/0.411 | ||||||||||
Minimum air temperature (°C) | ||||||||||||
Intercept | 1.638 | 1.430 to 1.847 | < 0.001 | 1.573 | 1.371 to 1.775 | < 0.001 | ||||||
Canopy cover | − 0.009 | − 0.013 to − 0.004 | < 0.001 | − 0.012 | − 0.020 to − 0.004 | 0.002 | ||||||
Cloud cover | − 0.011 | − 0.014 to − 0.007 | < 0.001 | − 0.01 | − 0.013 to − 0.007 | < 0.001 | ||||||
Canopy × cloud | < 0.001 | 0.000 to 0.000 | < 0.001 | < 0.001 | 0.000 to 0.000 | < 0.001 | ||||||
Random effects | ||||||||||||
σ2 | 0.17 | 0.17 | ||||||||||
τ00 Date | 0.27 | 0.27 | ||||||||||
τ00 Pole_No | 0.14 | 0.15 | ||||||||||
ICC | 0.7 | 0.7 | ||||||||||
NDate | 9 | 92 | ||||||||||
NPole_No | 50 | 50 | ||||||||||
Observations | 3506 | 3506 | ||||||||||
Marginal R2/conditional R2 | 0.177/0.756 | 0.170/0.755 |
p-values < 0.05 are in bold.