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Sprint 2 - Determine appropriate metric(s) to measure vegetation coverage #7

Description

@baogianghoangvu

We need to determine the appropriate metric(s) to measure vegetation coverage.

So far @ntmt2903 has recommended the following options:

  • NDVI and EVI are tentatively the metrics of choice.
  • Otherwise, "green" color spectrum can be used instead.

Please:

  • continue investigating these metrics or others you may find, keep a list of appropriate metrics so we have more options to fall back on, depending on how @thunguyenuehk39 proceeds with investigating data sources,
  • then implement a Python solution to compute these metrics. As a first step, you may want to create a function like so:
    def score_per_pixel(pixel):
        score = 0  # todo
        return score
  • Document your research:
    • brief descriptions of metrics
    • references
  • ideally, the solution should be vectorized for efficiency, but feel free to design your own solution.

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