Yes, you can, but just for the country, not the exact location.
Here is the docs for parameters of a query request:
https://developers.google.com/custom-search/json-api/v1/reference/cse/list
Look at the 'gl' parameter.
I'm not aware of any way to specify the location more precisely then this.