{"title":"一种先进、灵敏的镉检测方法,采用阳极溶出伏安法,经化学计量方法验证","authors":"Babankumar S. Bansod , Monika Antil","doi":"10.1016/j.jics.2025.102161","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and significance</h3><div>Cadmium (Cd<sup>2+</sup>) is a highly toxic heavy metal contaminant that poses a significant threat to human health and the environment. Its widespread presence in various industries, including mining, electroplating, and battery manufacturing, has led to its contamination of soil, water, and air. Due to the serious health implications of cadmium exposure, accurate and sensitive detection is crucial for environmental monitoring and public health protection. Early detection allows for timely intervention to mitigate contamination and prevent adverse health effects.</div></div><div><h3>Results</h3><div>This study presents a novel electrochemical sensing protocol for Cd<sup>2+</sup> detection using Anodic Stripping Voltammetry (ASV) coupled with mathematical modelling-chemometric optimisation. By carefully optimising the electrochemical parameters and employing Partial Least Squares Regression (PLSR) for validation, the proposed method achieved remarkable sensitivity and selectivity. The optimized ASV-PLSR method demonstrated a high sensitivity of 0.281 μAppb<sup>-1</sup> with a low detection limit of 0.63 ppb within a linear concentration range of 10–50 ppb. The PLSR model effectively discriminated Cd<sup>2+</sup> signals from background interferences, ensuring accurate and reliable detection. The developed sensing scheme exhibited excellent stability and robustness, making it suitable for practical applications in environmental monitoring.</div></div><div><h3>Contribution</h3><div>The research contributes to the field of environmental analysis by providing a sensitive, selective, and reliable method for Cd<sup>2+</sup> detection. The combination of ASV and PLSR offers a significant advantage over conventional methods, enabling accurate and early detection of Cd<sup>2+</sup> contamination. This advancement has the potential to improve environmental monitoring and public health safety.</div></div>","PeriodicalId":17276,"journal":{"name":"Journal of the Indian Chemical Society","volume":"102 11","pages":"Article 102161"},"PeriodicalIF":3.4000,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An advanced and sensitive cadmium detection using anodic stripping voltammetry validated by a chemometric approach\",\"authors\":\"Babankumar S. Bansod , Monika Antil\",\"doi\":\"10.1016/j.jics.2025.102161\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background and significance</h3><div>Cadmium (Cd<sup>2+</sup>) is a highly toxic heavy metal contaminant that poses a significant threat to human health and the environment. Its widespread presence in various industries, including mining, electroplating, and battery manufacturing, has led to its contamination of soil, water, and air. Due to the serious health implications of cadmium exposure, accurate and sensitive detection is crucial for environmental monitoring and public health protection. Early detection allows for timely intervention to mitigate contamination and prevent adverse health effects.</div></div><div><h3>Results</h3><div>This study presents a novel electrochemical sensing protocol for Cd<sup>2+</sup> detection using Anodic Stripping Voltammetry (ASV) coupled with mathematical modelling-chemometric optimisation. By carefully optimising the electrochemical parameters and employing Partial Least Squares Regression (PLSR) for validation, the proposed method achieved remarkable sensitivity and selectivity. The optimized ASV-PLSR method demonstrated a high sensitivity of 0.281 μAppb<sup>-1</sup> with a low detection limit of 0.63 ppb within a linear concentration range of 10–50 ppb. The PLSR model effectively discriminated Cd<sup>2+</sup> signals from background interferences, ensuring accurate and reliable detection. The developed sensing scheme exhibited excellent stability and robustness, making it suitable for practical applications in environmental monitoring.</div></div><div><h3>Contribution</h3><div>The research contributes to the field of environmental analysis by providing a sensitive, selective, and reliable method for Cd<sup>2+</sup> detection. The combination of ASV and PLSR offers a significant advantage over conventional methods, enabling accurate and early detection of Cd<sup>2+</sup> contamination. This advancement has the potential to improve environmental monitoring and public health safety.</div></div>\",\"PeriodicalId\":17276,\"journal\":{\"name\":\"Journal of the Indian Chemical Society\",\"volume\":\"102 11\",\"pages\":\"Article 102161\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-10-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the Indian Chemical Society\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0019452225005965\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Indian Chemical Society","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0019452225005965","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
An advanced and sensitive cadmium detection using anodic stripping voltammetry validated by a chemometric approach
Background and significance
Cadmium (Cd2+) is a highly toxic heavy metal contaminant that poses a significant threat to human health and the environment. Its widespread presence in various industries, including mining, electroplating, and battery manufacturing, has led to its contamination of soil, water, and air. Due to the serious health implications of cadmium exposure, accurate and sensitive detection is crucial for environmental monitoring and public health protection. Early detection allows for timely intervention to mitigate contamination and prevent adverse health effects.
Results
This study presents a novel electrochemical sensing protocol for Cd2+ detection using Anodic Stripping Voltammetry (ASV) coupled with mathematical modelling-chemometric optimisation. By carefully optimising the electrochemical parameters and employing Partial Least Squares Regression (PLSR) for validation, the proposed method achieved remarkable sensitivity and selectivity. The optimized ASV-PLSR method demonstrated a high sensitivity of 0.281 μAppb-1 with a low detection limit of 0.63 ppb within a linear concentration range of 10–50 ppb. The PLSR model effectively discriminated Cd2+ signals from background interferences, ensuring accurate and reliable detection. The developed sensing scheme exhibited excellent stability and robustness, making it suitable for practical applications in environmental monitoring.
Contribution
The research contributes to the field of environmental analysis by providing a sensitive, selective, and reliable method for Cd2+ detection. The combination of ASV and PLSR offers a significant advantage over conventional methods, enabling accurate and early detection of Cd2+ contamination. This advancement has the potential to improve environmental monitoring and public health safety.
期刊介绍:
The Journal of the Indian Chemical Society publishes original, fundamental, theorical, experimental research work of highest quality in all areas of chemistry, biochemistry, medicinal chemistry, electrochemistry, agrochemistry, chemical engineering and technology, food chemistry, environmental chemistry, etc.