Identifying water pollutant resources is crucial to predicting stormwater quality. Rainfall flowing across industrial sites can pick up chemicals, oils, hazardous metals, and debris, carrying them into nearby water bodies and polluting them. To address this, the Environmental Protection Agency (EPA) of the US enforced a Multi-Sector General Permit (MSGP) regulation on March 1, 2021. The motive of enforcing this regulation is to control stormwater discharges from industries