A geological spectral index used for mineral identification and geological mapping, particularly for detecting specific clay minerals (sericite, muscovite, illite, smectite) and iron-related geological features. Used for lithologic mapping with ASTER data.

Used in mineral exploration.

When to use

  • Mineral exploration target identification in arid and bare-ground regions
  • Hydrothermal alteration zone mapping
  • Lithological unit discrimination
  • Iron oxide and clay mineral mapping
  • Pre-field reconnaissance for geological surveys
  • Geology
  • Metal - Iron Detection

Limitations

  • Vegetation cover masks underlying mineral signatures — works best on bare ground
  • Atmospheric water vapour absorbs in similar SWIR regions, requiring correction
  • Particle size and mineral mixtures produce non-linear spectral mixing
  • Should be combined with field validation — single-index identification is unreliable
  • Different mineral assemblages can produce similar spectral signatures
  • Requires sensors with SWIR bands — not available on all platforms

General Formula

Sensor-Specific Formulas

Most-used sensors — click to show code below

SensorProviderFormulaBand Mapping

Code Examples

sericite_index_generic.py

Sericite Index vs other geology indices

IndexNameHow it differs
AKPAlunite/Kaolinite/Pyrophylite IndexAlternative geology index — different band combination
ALTAlteration IndexAlternative geology index — different band combination
AMPAmphibole IndexAlternative geology index — different band combination
ClayClay IndexAlternative geology index — different band combination

Related Geology Indices

References

Rowan & Mars (2003)

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