Table 4 ISA model performance for the selected four cities.
From: A sub-meter resolution urban surface albedo dataset for 34 U.S. cities based on deep learning
City | FCN | CNN | U-Net | ||||||
|---|---|---|---|---|---|---|---|---|---|
R2 | MAE | MSE | R2 | MAE | MSE | R2 | MAE | MSE | |
Los Angeles | 0.4728 | 0.0263 | 0.0018 | 0.8076 | 0.0145 | 0.0005 | 0.8762 | 0.0059 | 0.0003 |
Long Beach | 0.7691 | 0.0235 | 0.0016 | 0.8905 | 0.0152 | 0.0007 | 0.9544 | 0.0067 | 0.0003 |
San Francisco | 0.3525 | 0.0366 | 0.0027 | 0.8116 | 0.0152 | 0.0006 | 0.8531 | 0.0065 | 0.0004 |
San Jose | 0.7765 | 0.0214 | 0.0013 | 0.9441 | 0.0022 | 0.0002 | 0.9796 | 0.0047 | 0.0001 |
Total | 0.5528 | 0.0257 | 0.0017 | 0.8413 | 0.0138 | 0.0005 | 0.9028 | 0.0057 | 0.0002 |