Using decision tree to develop a soil ecological quality assessment system for planning sustainable construction

► This study proposes a soil ecological quality assessment system. ► The system uses forward and backward DT models under GIS-based spatial analysis. ► The system may examine conservation and development areas strictly. ► The prediction results can be used for planning mega-construction projects.