If you pick up pieces of wood before cutting them, I believe you can throw them onto the ground on your farmland, in the area where the weeds and things spawn. Then you should be able to chop them up for lumber.
If you want to fish, you first have to buy a fishing pole from Gannon's shop for 5000g.