Tanner's chief work published during his lifetime is the Notitia Monastica, a short account of all the religious houses in England and Wales. This was published at Oxford in 1695; it was reprinted with additions by the author's brother, John Tanner, in 1744; and was reprinted again with further additions by James Nasmith in 1787. He also wrote Bibliotheca Britannico-Hibernica, a dictionary of all the authors who flourished in England, Scotland and Ireland before the opening of the 17th century, at which he laboured for forty years. This was eventually completed by David Wilkins and published in 1748, thirteen years after the author's death. Tanner also collected materials for a history of Wiltshire and worked for some time on a new edition of the works of John Leland. His valuable collection of books and manuscripts is in the Bodleian Library at Oxford. When he moved from Norwich to Oxford, his books were conveyed by water but the barge sank at Benson Lock, near Wallingford on 11 December 1731 and they were submerged for twenty hours with lasting effects.
Family
Tanner married three times. His first wife, whom he married in 1701, was Rose Moore, eldest daughter of Bishop Moore. She died on 15 March 1706, aged 25, and was buried on the south side of the bishop's chapel in Norwich Cathedral, under a white marble tablet with an inscription to her memory. According to Hearne, she was ‘a short squabb dame,’ and ‘remarkable for drinking of brandy,’ and Tanner after marrying her was obliged to abandon for a time his studies, and was involved in lawsuits about his chancellorship. His second wife was Frances Preston, daughter of Jacob Preston, citizen of London, but of a gentleman's family in Norfolk. She died on 11 June 1718, aged 40, and was buried in the same chapel, with an inscription on white marble over her grave. The iron palisade door to this chapel was given by Tanner, and his arms, with those of his first two wives, are on it. Her issue consisted of two daughters, both of whom died young, and one son, Thomas Tanner, canon of Canterbury and rector of Hadleigh and Monk's Eleigh, Suffolk, who married in January 1743 Mary Potter, third daughter of Archbishop Potter, and died on 11 March 1786. When John Loveday visited the bishop of St. Asaph in July 1732, his house was kept by his sister, ‘a widow lady’, but he married in May 1733 as his third wife Elizabeth Scottowe of Thorpe by Norwich. She was an heiress, and married as her second husband Robert Britiffe, recorder of Norwich and M.P. for that city. She died on 1 May 1771, aged 77.