Decent Biomes

TerraBlender recommended

A mod enhancing the Minecraft world with a few new biomes, including:

Autumnal biomes
Enhanced Cherry Grove biome (inspired by the Trails and Tales update, adapted for earlier versions)
Luminescent biome
Plant-based decorations and more

The enhanced Cherry Grove also includes corresponding building blocks and cherries.

This mod also adds coconut palm trees and apple trees with functional fruits and a few food items.

🍎 Harvest fruits with right-click
🍒 Cherries occasionally drop from enhanced cherry leaves
🌴 Coconut palms can be found on beaches
🌳 Apple tree saplings, palm saplings, autumnal saplings, and harvestable cherry saplings can be crafted; others are obtained through harvesting
🌿 Vines can be grown with bonemeal to any desired length without placement restrictions
✨ The luminescent biome tends to spawn alongside warm biomes such as savannas and badlands

More information, performance tips, and all recipes are available here:
Decent Biomes Guide