Carbon Impact Assessment of Crowd Management Systems: Analyzing the Environmental Cost-Benefit of Digital Monitoring Infrastructure vs. Traditional Staffing Models
A comprehensive analysis of energy consumption, manufacturing footprints, and operational emissions across modern crowd management technologies. This study examines the full lifecycle environmental impact of sensor networks, AI processing systems, and digital displays compared to labor-intensive traditional approaches, with ROI calculations for sustainability-focused venue operators.