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**Three-step supervised procedure.** 1. **Select training samples** — homogeneous AOIs for each class. 2. **Generate and evaluate statistical signatures** — mean, std, covariance per band, per class. 3. **Class assignment using a decision rule** — Parallelepiped, Min Distance, Max Likelihood, or Mahalanobis.

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