Hi @f.alibabaee ,
There’re two reasons leading to the difference:
- When selecting
TIFF (8-bit)
as the downloaded format, values will be automatically stretched from the interval l0, 1] to o0, 255] (More info). Since the range of values is different between true color, B02, B03, and B04, the result of stretching will be different.
- The values of true color layer are multiplied by 2.5 for a better visualisation by default. If you select
TIFF (32-bit float)
and multiply B02, B03, and B04 by 2.5 you will get the same value of true color.
@ chung.horng
Thank you for your reply. So, I need 4 channels (B02, B03, B04, B08). If I download them separately, will I have four channels with different scales? If so, what transformation is used to convert [0, 1] to [0, 255]? Is it just MinMax transformation?
@f.alibabaee ,
The stretching for TIFF (8-bit)
is simply multiplied by 256 and for TIFF (16-bit)
is multiplied by 65536, so the scale for all 4 channels will be the same. If you are interested in actual band values TIFF (32-bit float)
is the option to use.
Thenk you so much for your time and help
Dear @chung.horng
I downloaded the TIFF (32-bit) images (B04, B03, B02, and true color images). I still have the same problem. The True color image array differs from B04, B03, B02. As you mentioned, I multiply bounds by 2.5.
@f.alibabaee ,
May I have the files you downloaded? The true color one and B04, B03, and B02 files.
It seems I can not upload files: Sorry, new users can not upload attachments.
Hi @f.alibabaee ,
When downloading from Analytical Visualized
column, it will give you visualized values, which are transformed by the HighlightCompressVisualizer
. On the EO Browser, the minValue
is set to 0
and maxValue
is set to 0.4
. The visualized values lie between 0 and 1, and will be stretched to 256 for 8-bit TIFF or to 65535 for 16-bit TIFF (No stretching for 32-bit float).
The difference between the true color image array and the single band image array multiplied by 2.5 is caused from actual values lying in the interval where the second slowly increasing function is applied, or the third function which maps the value to 1 while values are greater than or equal to (2*maxValue
- minValue
) in HighlightCompressVisualizer
.
Hi guys! Thank you, I had simillar problem but your solution helped me