The resulting company will focus on the acquisition, exploration, development and operation of geothermal energy properties in North and South America.
Security holders from the companies will vote on the proposed takeovers by GTO on 15 October.
The proposed deal is subject to security holder, court and regulatory approvals, including the approval of applicable stock exchanges in Canada.
GTO and Western GeoPower are based in Vancouver, British Columbia province.
