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Land Cover Signature Classification on GEE


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I was wondering if there is a way to conduct Land Cover Signature Classification, as specified on page 122 of the following user manual: https://buildmedia.readthedocs.org/media/pdf/semiautomaticclassificationmanual/latest/semiautomaticclassificationmanual.pdf, on Google Earth Engine.



Essentially, my problem consists of the following: using a single image, I am trying to find pixels whose spectral curves are contained within a certain threshold from my training ROI's spectral curve. It is almost equivalent to performing a one-class supervised classification, but a bit more rigorous due to the threshold requirement. This is similar to Parallelepiped Classification , with the exception that spectral regions are defined by user, and can be assigned independently for the upper and lower bounds.



Any guidance would be most appreciated. Thanks!










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    I was wondering if there is a way to conduct Land Cover Signature Classification, as specified on page 122 of the following user manual: https://buildmedia.readthedocs.org/media/pdf/semiautomaticclassificationmanual/latest/semiautomaticclassificationmanual.pdf, on Google Earth Engine.



    Essentially, my problem consists of the following: using a single image, I am trying to find pixels whose spectral curves are contained within a certain threshold from my training ROI's spectral curve. It is almost equivalent to performing a one-class supervised classification, but a bit more rigorous due to the threshold requirement. This is similar to Parallelepiped Classification , with the exception that spectral regions are defined by user, and can be assigned independently for the upper and lower bounds.



    Any guidance would be most appreciated. Thanks!










    share|improve this question







    New contributor




    Jeffrey Lewis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.























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      I was wondering if there is a way to conduct Land Cover Signature Classification, as specified on page 122 of the following user manual: https://buildmedia.readthedocs.org/media/pdf/semiautomaticclassificationmanual/latest/semiautomaticclassificationmanual.pdf, on Google Earth Engine.



      Essentially, my problem consists of the following: using a single image, I am trying to find pixels whose spectral curves are contained within a certain threshold from my training ROI's spectral curve. It is almost equivalent to performing a one-class supervised classification, but a bit more rigorous due to the threshold requirement. This is similar to Parallelepiped Classification , with the exception that spectral regions are defined by user, and can be assigned independently for the upper and lower bounds.



      Any guidance would be most appreciated. Thanks!










      share|improve this question







      New contributor




      Jeffrey Lewis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.












      I was wondering if there is a way to conduct Land Cover Signature Classification, as specified on page 122 of the following user manual: https://buildmedia.readthedocs.org/media/pdf/semiautomaticclassificationmanual/latest/semiautomaticclassificationmanual.pdf, on Google Earth Engine.



      Essentially, my problem consists of the following: using a single image, I am trying to find pixels whose spectral curves are contained within a certain threshold from my training ROI's spectral curve. It is almost equivalent to performing a one-class supervised classification, but a bit more rigorous due to the threshold requirement. This is similar to Parallelepiped Classification , with the exception that spectral regions are defined by user, and can be assigned independently for the upper and lower bounds.



      Any guidance would be most appreciated. Thanks!







      google-earth-engine






      share|improve this question







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      Jeffrey Lewis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.











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      Jeffrey Lewis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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      Jeffrey Lewis is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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