Port Kelley sits along the Columbia River within the Wallula Gap, just south of the confluence of the Walla Walla River into the Columbia. Port Kelley's latitude is 46.025 and the longitude is -118.938. The elevation of Port Kelley is 361 feet. The community is south of Wallula and just north of the Oregon border.