Ensuring data accuracy involves meticulous experimental design, careful calibration of instruments, and validation of computational models. Regularly calibrating equipment like gas chromatographs and using standard reference materials can help in maintaining accuracy. Peer review and replication of experiments by independent researchers also contribute to data accuracy.