Table 2 Data samples used throughout the analytic pipeline.
Locality | Image year selected for final analyses | # of segments used in training | # of segments used for feature extraction | # of segments after point reduction | # of hazardous road segments (> 3 RTCs) |
|---|---|---|---|---|---|
Gloucester | 2018 | 42,076 | 20,736 | 3,029 | 67 |
Cambridge | 2020 | 32,022 | 15,676 | 2,776 | 129 |
Oxford | 2019 | 33,207 | 17,142 | 3,154 | 138 |
Totals | 107,305 | 53,554 | 8,959 | 334 | |