Table 1 Summary of mean sea level assumptions and statistical outcomes for all cases evaluated
From: Using surrogate modeling to predict storm surge on evolving landscapes under climate change
Scenario | Year | Mean Sea Level (NAVD88 m) | RMSE (m) | MAE (m) | Correlation | Rejected % |
|---|---|---|---|---|---|---|
Storm-only Model | 2020 | 0.36 | 0.314 | 0.172 | 0.912 | - |
Full Model | 2020 | 0.36 | 0.277 | 0.077 | 0.965 | - |
Higher Scenario | 2030 | 0.46 | 0.063 | 0.036 | 0.998 | 0.76% |
2040 | 0.58 | 0.069 | 0.037 | 0.998 | 0.69% | |
2050 | 0.73 | 0.076 | 0.041 | 0.997 | 0.56% | |
2060 | 0.92 | 0.082 | 0.047 | 0.997 | 0.40% | |
2070 | 1.13 | 0.206 | 0.134 | 0.983 | 4.84% | |
Lower Scenario | 2030 | 0.44 | 0.057 | 0.035 | 0.998 | 0.74% |
2040 | 0.52 | 0.089 | 0.044 | 0.996 | 1.43% | |
2050 | 0.62 | 0.064 | 0.037 | 0.998 | 0.46% | |
2060 | 0.73 | 0.073 | 0.04 | 0.997 | 0.53% | |
2070 | 0.86 | 0.081 | 0.045 | 0.997 | 0.81% |
