The Potential of Data Science in Combating Climate Change

ML can address traffic congestion that aggravates air quality and squanders fuel via traffic classification and prediction. According to Xtelligent, who is funded by the U.S. Department of Transportation, 1970's technology still controls 98 percent of signalized intersections in the country. Sensor technologies can connect city intersections, manage traffic signal networks in real-time and inject more sustainability into traffic management issues. Airlines are also looking to optimize air traffic flow to minimize miles and fuel usage using AI-powered flight prediction. AI and ML tools can help airlines plan, track and act on recommendations for flight rerouting to sidestep problems like poor weather or congested airspace.