Table 12 Classification features relevance expressed by Gini importance for RF classifications using Sentinel-2 imagery based on spectral bands that corresponds to planetscope data. The highest mean value is bolded and underlined, while the lowest is in italics.
Spectral band | March | June | August | September | November | Mean value of Gini importance |
|---|---|---|---|---|---|---|
B1 | 0.188 | 0.088 | 0.101 | 0.104 | 0.125 | 0.121 |
B2 | 0.129 | 0.151 | 0.114 | 0.130 | 0.102 | 0.125 |
B3 | 0.093 | 0.120 | 0.142 | 0.099 | 0.091 | 0.109 |
B4 | 0.165 | 0.191 | 0.186 | 0.159 | 0.225 | 0.185 |
B5 | 0.160 | 0.186 | 0.181 | 0.188 | 0.179 | 0.179 |
B8A | 0.265 | 0.265 | 0.275 | 0.319 | 0.279 | 0.281 |