Do the twigs have a distinctive terminal bud covered with several scales (buds may not be visible when twigs are growing in the spring and early summer); with narrow, lance-shaped leaves? It is a narrowleaf cottonwood (Populus angustifolia).
Option 2
Do the twigs not have a terminal bud, the lateral buds covered with a single cap-like scale? These are willow trees.