The biome characterized by plants that drop their leaves in the winter is the temperate deciduous forest.

Here's why:

* Deciduous means "falling off at maturity" - in this case, referring to leaves.

* Temperate refers to the climate, which has distinct seasons, including a cold winter.

These trees adapt to the cold winters by dropping their leaves, reducing water loss and preventing damage from frost.