Egypt is currently in a project to flood the Qattara Depression. There are many videos on YouTube about it. The depression is larger than Lebanon and if it can work it is very interesting. Can work is the main point, but scientists are not agreed that it can.
Tunisia and other Sahara countries have similar ideas: