Training samples — the foundation.

• Must be homogeneous areas of known class (land-use) type.
• Ways to pick them:
  • Fieldwork (ground truthing with GPS).
  • Aerial photography at higher resolution than the sensor being classified.
  • Existing maps / GIS layers.
  • Personal experience / local knowledge.
• Their spectral characteristics are then used to generate the class signatures.