Determination of Alterasion Zones Using Hyperspectral Imagery Based - - PowerPoint PPT Presentation

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Determination of Alterasion Zones Using Hyperspectral Imagery Based - - PowerPoint PPT Presentation

Determination of Alterasion Zones Using Hyperspectral Imagery Based on Spectral Unmixing By Seyd Teymoor Seydi Mohammad Reza Yousefi Outlines Geology of the area Proposed Methods Endmember estimation Endmember extraction


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SLIDE 1

Determination of Alterasion Zones Using Hyperspectral Imagery Based on Spectral Unmixing By

Seyd Teymoor Seydi Mohammad Reza Yousefi

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SLIDE 2

Outlines

  • Geology of the area
  • Proposed Methods
  • Endmember estimation
  • Endmember extraction
  • Abundance map
  • Results
  • Conclusions
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SLIDE 3

Geology of the area

The location of Meyduk in Kerman province and satellite image of the area that indicates relative position of Latala

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SLIDE 4

Geology of the area

Geological map of the area

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SLIDE 5

Proposed method

The spectral Unmixing was applied in three steps: 1) Endmember estimation

Estimation of endmembers using Hysime algorithm

2) Endmember extraction

Extraction of enmembers using Sisal and N-finder

3) Abundance map

Calculation of vector abundance using fully least square error algorithm

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SLIDE 6

Proposed method

Overview on the proposed method

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Results

the classification map of extracted spectral signatures

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SLIDE 8

Results

The abundance map of copper oxide

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SLIDE 9

Results

The abundance map of iron oxide

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SLIDE 10

Conclusions

In this study, we used hyperspectral data that obtained by Hyperion sensor in Meyduk area and recognized some prominent mineral ores like malachite, azurite, chalcanthite, limonite and hematite. We presented the prominent abundance maps and recognized the nature of each mineral ore using spectral signature. Finally, sericite and argillic alterations were detected that have good agreement with the geological report.