Constable Keith Anthony Smith, 57, was killed on Monday as he approached the house at North Motton in Tasmania's northwest.

A 46-year-old man, the resident of the property, remains under police guard in hospital, but is yet to be charged.

Tasmania Police released Const Smith's name on Tuesday morning with permission from his family.

He has been remembered as a highly regarded and dedicated officer across his 25 years of police service.

"Keith was a respected and committed officer, and his loss will be deeply felt across our policing family and the wider community, Tasmania Police Commissioner Donna Adams said.

"My heart goes out to Keith's wife and family," she said.

"We will be supporting them in every way we can during this incredibly difficult time.

"The blue family will come together today, and over the next days and weeks. (We) will support the family and each other."

Const Smith, a passionate cyclist, had worked at the nearby Ulverstone Police Station for the past five years after joining the force in 2000.

He received the commissioner's medal in 2011 and 20-year clasp in 2021, as well as the national police service medal in 2016.

Crime scene investigators returned to the property on Tuesday after battling windy, rainy weather at the scene on Monday night.

"While no other staff have been injured in this terrible incident, all will be impacted by their involvement in such a tragic event," Ms Adams said.

Const Smith was at the house with another experienced frontline officer, with a supporting team of three specialist operations group officers stationed further away at the driveway.

Ms Adams has described the delivering of the court-ordered home repossession order as part of routine police duties.

The matter is being investigated by police professional standards and the coroner.

The alleged offender was shot in the hand by one of the specialist operations group and then surrendered, police said.

With AAP.