The preparation of calibration standards involves several critical steps. Typically, a stock solution of the analyte is prepared at a high concentration using a pure reference material. This stock solution is then diluted to create a series of calibration standards, each with a known concentration. It is vital to use high-purity solvents and reagents to prevent contamination. The calibration standards should be prepared using volumetric flasks to ensure accuracy in volume measurements.