Develop or integrate existing R tools to automate QA/QC of data

[jhp7e]

R has many capabilities that can be implemented for checking data (domain and range checks, test for duplicates, detection of spikes and long-term drift, comparison with nearby stations). But many of them are not currently built into functions that can be easily applied to arbitrary data.

[kcawley]

Some of that functionality might exist in the package here: https://zenodo.org/record/821828#.Wx7NBrpFx0h. I'll try to install and test a little this evening.