Try the Family History Library site. I did see they were
married in 1818 and that Charity had been widowed.
https://familysearch.org/
They are spelling the surname as Towland, but that doesn't mean they're right.

A cemetery called The New Cemetery in Somerville might be
a place to try. They have computerized records.

Susan