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CRU-TS v3.10.01 series of ASC data files into one average data file

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Hi all,
I need a help. From https://hc.app.box.com/shared/f9mgrl1qfx I downloaded a package of series climatic asc files about wet day frequency (second file from the top). These are good climatic data, but every month and every year it is saved as a separate file (from 1901 to 2009). Is it possible to process all these files into one asc (or other for ArcGIS Desktop) file which will show an average annual wet day frequency (1901-2009)? How can this be done? I use a ArcMap 10 for Win7...

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