Mouse's First Fall by Lauren Thompson, illustrated by Buket Erdogan

From chapters.ca:
One cool day Mouse and Minka venture out to play. From leaves of all colors - red, yellow, orange, and brown - to leaves of all shapes and sizes - from pointy to round - Mouse learns that fall is a season full of fun! And before the day is done he just might take the biggest "leap" of all.