Heavy metal contamination within environmental matrices poses a significant danger to both human and ecosystem integrity. A comprehensive evaluation of heavy metal levels is crucial for developing effective control strategies. Analytical techniques such as atomic absorption spectrometry are commonly employed to determine the presence and abundance