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