To help travelers get the timing suitable for autumn road trips and weekend getaways, multiple data points, including National Oceanic and Atmospheric Administration precipitation forecasts, are used to create the Fall Foliage Prediction Map for 2022.
David Angotti, who launched the predictive foliage map in 2013. "We process hundreds of thousands of data points from various private and government sources to accurately predict the precise moment fall will occur for the entire United States." Use this tool at the below link.