You need to have a location in Bohemia to proceed with the research.
What documents have you been able to locate on this ancestor? Did he marry in US? Maybe his church marriage record would have his place of birth. Possible his arrival manifest would have a place of birth or last residence.
Is this NAGREEN an americanized spelling?http://feefhs.org/links/czech.html