Is it possible to open .nc files and manipulate them in qgis? If so, how?

It seems GDAL can deal with this format and qgis uses GDAL but I don't really 
understand how it all interacts.

I would like to open some large gridded met data files, produce means of the 
values for each grid square (data for each square are given each year for a 
number of years and I want a mean of all the years) and write the data out 
again showing just the means per grid square.


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