Bicarbonate levels are typically measured through arterial blood gas (ABG) analysis or venous blood samples. ABG analysis provides valuable information about a patient's oxygenation, ventilation, and acid-base balance. Normal bicarbonate levels usually range between 22 and 28 mEq/L.