The townland is Drumhalry in Killoe civil parish. Based on the 1901 and 1911 census data, the family was Church of Ireland. Records for the Killoe C of I parish start in 1825 and are available on the subscription site Roots Ireland. However, a search for Joseph's baptismal record was unsuccessful and since you believe he was born in 1822, he was born before available records.
Joseph is shown in the 1853 Griffiths Valuation head of household listing in Drumhalry townland.
Here are the 1901 and 1911 census records which show that Joseph was a widower and he had at least three daughters in addition to his son.
http://www.census.nationalarchives.ie/pages/1901/Longford/Moyne/Drumhal…
http://www.census.nationalarchives.ie/pages/1911/Longford/Moyne/Drumhal…
The site we use to search civil records www.irishgenealogy.ie is currently down so I can't access the death records for Anne and Joseph.
Roger McDonnell