Endmember selection for multiple endmember spectral mixture analysis using endmember average RMSE

No abstract is available for this paper.

• Publication year

  2003

• Venue

  Remote Sensing of Environment

• Publication date

  2003-10-15

• Fields of study

  Mathematics, Computer Science, Environmental Science

• Identifiers
  DOI 10.1016/S0034-4257(03)00135-4
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2003influential reference
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