Smoke plume analysis involves studying the dispersion and composition of smoke emitted from fires or industrial sources to assess environmental impact and health risks. This analysis utilizes remote sensing, atmospheric modeling, and chemical analysis to track smoke movement and understand its effects on air quality and climate change.