I didn't find that info in Ancestry nor in FamilySearch.
I'd do a Google search for La Junta or Otero County Arch Diocese. The Catholic Church should have a record of his death.
If you haven't already done so, I'd post your query on the Colorado, Otero County Message Board. Successful Searching!