You could extend the landscape very slightly, then use a combination of weightmaps, vertex groups and shrinkwrap modifier to have the upper part ‘weld’ itself to the lower one. It won’t become one mesh, but it will look like it is.This video shows the technique, it may be a hard-surface example, but the key points are valid.
