Implement enhancement of down-sampling

- implement down-sampling for non-integer factors
- down-sample categorical data:  for the Sentinel-2 products, SCL should be down-sample using nearest-neighbour. This would be method="center". In general, the most natural solution is to take the most frequent value. This would be method="mode". The only value preserving methods currently available in xarray are "min" and "max".