**Problem Statement: Manganese Contamination in Road Reserves**
**Context:**
Road reserves serve as buffers between roadways and adjacent lands, providing safety, environmental protection, and space for utilities. These areas can become contaminated with various pollutants, including heavy metals, due to factors such as vehicular emissions, runoff, and adjacent industrial activities. Manganese, while a necessary trace element, can pose health