Errors can arise from several sources, such as instrumental inaccuracies, human errors, and sampling biases. Instrumental inaccuracies might occur due to improper calibration or faulty equipment. Human errors can result from incorrect data recording or misinterpretation. Sampling biases could happen if the data collected is not representative of the entire system.