Creating a data cube from multi-band rasters

[maxsivertsen]

Hi, I am new to this field and before I jump into it, I would like to know if my idea is something than can be achieved using the rioxarray tools.

I have several sentinel-2 scenes (same spatial extent) from different points in time. Each scene contains 10 bands.

I would like to 'stack' the scenes on top of one another, so that I can easily analyze areas within each scene, for example taking a mask and returning a masked scene so that I can subtract the average of all pixels in the scene from each individual pixel.

Is this a suitable task for using rioxarray?

[snowman2]

Yes, rioxarray & xarray are helpful for that.

[maxsivertsen]

thank you for the confirmation, excited to learn more about this. i recognize your name from the gis stackexchange, so i'd like to take this moment to tell you how thankful and appreciative i am of all your answers and comments to the questions on that site, you're awesome!
best,
max

[snowman2]

Glad to hear that they were helpful!