Table 5 Details of the simulated, real (field), and real (UAV) datasets
Dataset | Type | Stage | Number of plots | Calibration | Validation | Total number of data |
|---|---|---|---|---|---|---|
Simulated | PROSAIL | – | 350 | – | – | 350 |
Real (field) | Field A | S1 | 51 | – | – | 206 |
S2 | 51 | – | – | |||
S3 | 51 | – | – | |||
S4 | 42 | – | – | |||
S5 | 11 | – | – | |||
Field B | S1 | 76 | – | – | 370 | |
S2 | 76 | – | – | |||
S3 | 76 | – | – | |||
S4 | 76 | – | – | |||
S5 | 66 | – | – | |||
Real (UAV) | Field A | S1 | 51 | 39 | 12 | 195 |
S2 | 51 | 32 | 19 | |||
S3 | 51 | 36 | 15 | |||
S4 | 42 | 25 | 17 | |||
Total | – | 132 | 63 | – |