'Doyō' is taken from the practice of yin and yang.
The universe is divided into the 5 elements, and doyō (土用) refers to a period when it is believed the earth is full of the most powerful energy (土旺用事).
Generally...
🌳spring = wood
🔥summer = fire
🔔autumn = metal
🌊winter = water