The GR® 654 crosses France starting in Vézelay, in Burgundy. It crosses the Lot-et-Garonne from north to south for nearly 150 km, from the plum trees of the Haut-Agenais to the sandy soils of the Landes de Gascogne, passing through the Lot and Garonne valleys.