I am training a convolutional neural network to classify landcover and I would like to ingest both Landsat 8 and Sentinel-1 into my classifier.
Currently it is working reasonably well for Landsat 8 but I want to get Sentinel-1 data, ideally at the same resolution and pixel locations. Is there any library that already does this or can you think of a good approach ? I'm using
rasterio in python for most of my raster processing.
I'm downloading my Sentinel-1 data from Sentinel-Hub.