Thanks for the comments. I've joined them now. Is there a way to remove duplicated sections only ?

Hi, That is correct. It is a scree slope with multiple path options on the ground.
I'm not sure what do you mean that the path doesn't join other paths ( it may be my lack of understanding how the mapping software works ? )
My track begins in the valley and goes up the ridge and ends at the summit.