Magnetometer calibration is crucial for ensuring accurate magnetic field measurements by correcting for sensor biases, scale factors, and misalignments. Proper calibration involves compensating for hard iron and soft iron distortions, often using techniques such as ellipsoid fitting or least squares optimization to refine sensor outputs.