Welcome to apple valley.
Green apples grow on some trees in woodland spring biomes. Red apples can be found in woodland summer biomes and yellow apples can be found in woodland autumn biomes. They are all edible but have different effect on your hunger.
The woodland spring biomes is also the place to look for flowers as most types can be found here.
(This is an image from the new Blockscape world that is not released yet)