Heavy metal contamination within environmental matrices poses a significant threat to both human and ecosystem health. A comprehensive assessment of heavy metal levels is crucial for establishing effective remediation strategies. Analytical techniques such as atomic absorption spectrometry are commonly employed to quantify the presence and abundan