Objective: This study is proposed to study the field measured highway subsidence data collected by PennDOT under I-79 Highway resulting from the longwall mining. The objectives are to determine which of the existing models gives the best prediction, and to investigate the possibility of modifying these models if necessary. The data collected by District 12 on the subsidence taking place under I-79 highway will be used. The study framework implemented will contain the following features: