Add metadata to columns

It could be handy to add meta information to the columns of the DataFrames passed through the system. Think of information like:

  • measurement frequency, important if different time series are merged
  • variable type (precipitation, soil moisture)

I can think of several approaches to solve this:

  • add the meta data to a columns MultiIndex
  • store meta data in a separate dictionary and pass that around
  • store meta data as part of the column name

Any suggestions @palmb and @luenensc