KHQ-TV reports that deputies were asked Monday to conduct a welfare check on 51-year-old Susan Yager.
Deputies say witnesses told them the woman was seen in a canoe over the weekend. They later found a canoe floating in the lake.
Marine deputies and dive team members searched the lake Tuesday.
The sheriff's office says the search for Yager will continue.