Programs/ languages to process netcdf files "fast"

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I am using R to loop through thousands of NetCDF files (downscaled climate data), and while I am able to do it using R, the code is too slow. I am looking for a way to speed it up and to maintain functionality.

What I need is a a program or platform where I can (1) import netcdf data, (2) import a polygon layer, (3) get the mean for the polygon layer, and (4) export output to csv file.

I have attempted to use several programs and have looked through the list here:https://www.unidata.ucar.edu/software/netcdf/docs/software.html

However, I thought I would leverage everyone's collective knowledge and see if I can narrow down the potential choices.

thanks for any information.



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