Table 1 Datasets and scenarios acquired in the analysis.
Scenario | Number of bands for dataset | Amount of data (GB) for dataset | Description | ||
|---|---|---|---|---|---|
Heathlands | Mires | Heathlands | Mires | ||
LDA_universal | 10 | 6 | 0.93 | 0.56 | Bands that separated the vegetation type from the background regardless of the study area [22] |
LDA_area | 41 | 11 | 3.80 | 1.02 | Bands that separated the vegetation type from the background in the study area [22] |
MNF_30 | 30 | 5.56 | 30 MNF bands | ||
MNF_LDA | 28 | 19 | 5.20 | 3.36 | Most successful separation of the MNF bands for the vegetation type |
PCA_30 | 30 | 5.56 | 30 PCA bands | ||
PCA_LDA | 22 | 11 | 4.08 | 1.94 | Most successful separation of the PCA bands for the vegetation type |
Whole spectral bands | 430 | 39.88 | Data used to calculate scenarios for the comparison of data reduction | ||
