Table 1.
Forcing
|
Raw IPCC
data
|
IPCC data, ENSO removed
|
Low-pass
filtered IPCC data
|
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
GHG | Aerosol | Solar | ΔT2×, °C | RMSE, °C | R2 | ΔT2×, °C | RMSE, °C | R2 | ΔT2×, °C | RMSE, °C | R2 |
Yes | — | — | 1.2 | 0.128 | 0.60 | 1.1 | 0.119 | 0.61 | 1.2 | 0.093 | 0.74 |
Yes | Mid-IPCC | — | 6.3 | 0.121 | 0.64 | 6.0 | 0.114 | 0.65 | 6.4 | 0.083 | 0.79 |
Yes | Low | — | 2.6 | 0.125 | 0.62 | 2.5 | 0.116 | 0.63 | 2.6 | 0.088 | 0.76 |
Yes | Mid-IPCC | Yes | 3.0 | 0.117 | 0.67 | 2.8 | 0.107 | 0.69 | 3.0 | 0.077 | 0.82 |
Yes | Low | Yes | 1.8 | 0.118 | 0.66 | 1.7 | 0.109 | 0.68 | 1.8 | 0.079 | 0.81 |
Results are given for five different forcing combinations and three different observed data series. The forcings used are IPCC GHG forcing; zero, central (Mid-IPCC), and “low” aerosol forcing (Mid-IPCC aerosol forcing is −1.3 W/m2 to 1990; low is −0.9 W/m2, a value that is substantially larger in magnitude than the IPCC lower bound); and solar forcing (33). The observed data cases are raw IPCC annual data; IPCC annual data with the ENSO influence factored out; and low-pass filtered IPCC data. The explained variance (R2) was calculated using R2 = 1 − (RMSE/SD)2, where SD is the standard deviation of the observed data (namely, 0.202°C for the raw IPCC data, 0.192°C for the data with ENSO removed, and 0.181°C for the low-pass filtered data).