I have been trying to impute future monthly climate data based on sets of downscaled data using the AMELIA package. I have monthly precipitation data from 1960-2099 for different geographic regions and I want to impute precipitation data from 2099-2150 using the past trend of precipitation. I want to use bound feature (i.e., max and min values) of different months of a year specific to the geographic region to impute monthly data from 2099-2150 but I can't find ways to do it. I have figured out how to set one bound (Max and min values) for a particular geographic region but can't figure out to set multiple bounds so that data are imputed using that bound for a given month. Is there any way to perform such task?
I know there are several limitations behind using AMELIA package to impute climate data, but I was wondering if people have attempted to impute climate data using AMELIA package? I find none.
I will appreciate any suggestions/comments on this post. Thanks!