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How should land cover be distributed? #8

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oubiwann opened this issue Apr 26, 2020 · 2 comments
Closed
Tracked by #6

How should land cover be distributed? #8

oubiwann opened this issue Apr 26, 2020 · 2 comments

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@oubiwann
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I had planned on defining a collection of vegetation types, associate them with a normal distribution, and when creating a tile for a given biome pixel, generate subtiles that are representative of that normal distribution.

However, some quick reading on land cover types, and it's clear there is a morphology of how different biomes have their vegetation distributed.

Options for distribution of vegetation types in a biome tile:

  • Uniform
  • Normal
  • Various types of clustering

For the latter, we could use the hexagram30 noise library ...

@oubiwann
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Here's what caused me to open this ticket:
Screen Shot 2020-04-25 at 10 46 10 PM

Source: Lotsch, A. (1996). Biome Level Classification of Land Cover At Continental Scales Using Decision Trees [Master's thesis, Boston University]. Boston University Graduate School of Arts And Sciences. http://cybele.bu.edu/download/thdis/alotsch.MA.pdf

@oubiwann
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There's now support in the hexagram30 noise project for generating various random distributions that we can use for this. I think that's sufficient for now.

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