The document discusses common sources of error in temperature measurement, including ambient temperature, elevation, and barometric effects. It explains various methods for compensation, such as using larger bulbs, bimetallic strips, and self-compensating capillaries to mitigate these errors. Additionally, it highlights the impact of pressure differences and improper immersion on temperature readings.