Can Quantile mapping be used to correct global precipitation and temperature for missing historical data?

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Stuart E. Hamilton

Yes many such research papers exist.

Here are two.

http://journals.ametsoc.org/doi/abs/10.1175/JCLI-D-12-00821.1

and attached.

Mubashir Majeed

Dear Stuart E. Hamilton .. i am very much clear about applying Quantile mapping on GCMs/RCMs data but i am not clear about the global data sets like Aphrodite and Santa Clara university data sets which are used to fill the missing data in observed data.

Madson Tavares Silva

You can use reanalysis of data to fill the gaps. http://globalweather.tamu.edu/