Additional argument 'settings' in worldcereal_preprocessed_inputs

[VincentVerelst]

would be nice to have an additional optional argument "settings" for the worldcereal_preprocessed_inputs_gfmap function, specifying:

• which bands to extract for each collection
• compositing method to use (for now only median compositing supported, but we would like to test BAP compositing as well in the near future)
  the compositing window ('month', 'dekad')
  Or perhaps a better approach would be to extend the collections argument allowing to pass additional settings per collection

[kvantricht]

@GriffinBabe for now I assigned this to you but this may need to change. If you can give this a thought that would be great.

[GriffinBabe]

I would extend the logic of the parameters we created for the CropLand workflow

https://github.com/WorldCereal/worldcereal-classification/blob/main/src/worldcereal/job.py#L59

Here we have classes CropLandParameters and CropTypeParameters, we could define an additional class WorldCerealInputParameters or similar that will also use pydantic for type consistency/checking

Then all the parameter objects that use inputs (CropLandParameters, CropTypeParameters) would have a field instance of that class.

[jdegerickx]

@kvantricht , you think this is still needed?