I am trying to simplify a lot the management of satellite data (both optical and SAR).
In order to achieve that, I have coded
EOReader, a remote-sensing open source python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and index in a sensor-agnostic way. The lib is constructed on top of the beautiful libs
rioxarray). You can find the github here:
For example, I mapped the optical bands together (on Sentinel-2 pattern) to use them in a easier way
I know it is a bit ambitious, but it is kind of vital for us at work as we use almost daily a wide variety of sensors, from Very High Resolution data (i.e. Pleiades) to Middle Range Resolution data (ie. Sentinel-3). Thanks to those products, we extract floods, wildfires… at various scales (I am working for the Copernicus Emergency Management Service for those who know what it is)
I coded a lot of this lib under the hood, but we decided to go open source a while ago.
If you are interested about that, could you have a look to the lib and give me some feedback?
I hope this could benefit to the majority