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Round values from reprojected data #105

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remi-braun opened this issue Jul 31, 2023 · 0 comments
Open

Round values from reprojected data #105

remi-braun opened this issue Jul 31, 2023 · 0 comments
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0.22.0 For version 0.22.0 community driven Needs community support to be implemented enhancement New feature or request

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@remi-braun
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remi-braun commented Jul 31, 2023

There is currently a blind spot with reflectance values coming from reprojected data.

For example, the loading workflow is usually:

Read (in float) > Reproject (bilinear) > Scale > Convert to float32

The issue with this workflow is that the bilinear reprojection (with float data) creates values with more precision than intended (i.e. for Sentinel-2, the precision is 10^-5).
This could introduce biases, especially when computing spectral indices.

It may exist a need of the community to round those values (see #103). If it does, this modification shouldn't be too complicated.

@remi-braun remi-braun added enhancement New feature or request community driven Needs community support to be implemented labels Jul 31, 2023
@remi-braun remi-braun added the 0.22.0 For version 0.22.0 label Dec 22, 2023
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Labels
0.22.0 For version 0.22.0 community driven Needs community support to be implemented enhancement New feature or request
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