The Bohr effect explains how hemoglobin's affinity for oxygen decreases at lower pH, which helps facilitate oxygen release in tissues that are actively metabolizing and producing acidic byproducts, like CO$_2$. This decrease in affinity allows for more efficient oxygen delivery to those tissues.