Computer-vision based second-order (kinetic-color) data generation: arsenic quantitation in natural waters

被引:11
作者
Belen, Federico [1 ]
Danilo Vallese, Federico [1 ]
Leist, Lisa G. T. [3 ]
Ferrao, Marco Flores [2 ]
Gomes, Adriano de Araujo [2 ]
Fabian Pistonesi, Marcelo [1 ]
机构
[1] Univ Nacl Sur, Dept Quim, INQUISUR, Av Alem 1253,B8000CPB, Bahia Blanca, Buenos Aires, Argentina
[2] Univ Fed Rio Grande do Sul, Inst Quim & IQ, Agron, Av Bento Goncalves 9500, BR-91501970 Porto Alegre, RS, Brazil
[3] Christian Albrechts Univ Kiel, Kiel, Germany
关键词
Computer vision-based analytical method; Second order data; automatic system; Drop; Arsenic; Water; RISK-ASSESSMENT; DRINKING-WATER; HUMAN HEALTH; SPECIATION; CADMIUM; AS(III); AS(V); PRECONCENTRATION; RESOLUTION; ADVANTAGE;
D O I
10.1016/j.microc.2020.104916
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Computer vision-based analytical methods have gained popularity in the literature, digital images and/or movies have been used to build univariate (traditional analytical line) and multivariate models. This paper describes, for the first time to the best of our knowledge, second-order data processing obtained with a computer vision-based analytical device. Therefore, a flow batch assembly coupled whit a drop system to determining arsenic in water samples without chemical/external pretreatment was employed. Arsenic is extracted from the water samples as arsine to react with a drop of silver diethyldithiocarbamate producing a colored complex. The entire reaction is recorded with a digital microscope to obtain videos as a function of time, generating second order data that is subsequently treated with Multivariate Curve Resolution Alternating Least Squares (MCR-ALS). The proposed low-cost method exhibits good performance, satisfactory detection limit (0.07 mu g L-1) and linear response from 0.05 to 1.00 mu g L-1 of As in water samples.
引用
收藏
页数:8
相关论文
共 37 条
[1]   Geographical origin classification of Argentinean honeys using a digital image-based flow-batch system [J].
Alejandra Dominguez, Marina ;
Goncalves Dias Diniz, Paulo Henrique ;
Susana Di Nezio, Maria ;
Ugulino de Araujo, Mario Cesar ;
Eugenia Centurion, Maria .
MICROCHEMICAL JOURNAL, 2014, 112 :104-108
[2]  
[Anonymous], 2012, STANDARD METHODS EXA
[3]   Screening of oil samples on the basis of excitation-emission room-temperature phosphorescence data and multiway chemometric techniques. Introducing the second-order advantage in a classification study [J].
Arancibia, Juan A. ;
Boschetti, Carlos E. ;
Olivieri, Alejandro C. ;
Escandar, Graciela M. .
ANALYTICAL CHEMISTRY, 2008, 80 (08) :2789-2798
[4]   A Fast and Inexpensive Chemometric-Assisted Method to Identify Adulteration in Acai (Euterpe oleracea) Using Digital Images [J].
Araujo, Alisson ;
Marinho, Weverton ;
Gomes, Adriano de Araujo .
FOOD ANALYTICAL METHODS, 2018, 11 (07) :1920-1926
[5]   A rapid field detection method for arsenic in drinking water [J].
Baghel, Anuradha ;
Singh, Beer ;
Pandey, Pratibha ;
Sekhar, K. .
ANALYTICAL SCIENCES, 2007, 23 (02) :135-137
[6]   Sensitivity Equation for Quantitative Analysis with Multivariate Curve Resolution-Alternating Least-Squares: Theoretical and Experimental Approach [J].
Bauza, Maria C. ;
Ibanez, Gabriela A. ;
Tauler, Roma ;
Olivieri, Alejandro C. .
ANALYTICAL CHEMISTRY, 2012, 84 (20) :8697-8706
[7]   Determination of total arsenic content in water by atomic absorption spectroscopy (AAS) using vapour generation assembly (VGA) [J].
Behari, JR ;
Prakash, R .
CHEMOSPHERE, 2006, 63 (01) :17-21
[8]   Evaluation of digital camera as a portable colorimetric sensor for low-cost determination of inorganic arsenic (III) in industrial wastewaters by chemical hydride generation assisted-Fe(III)-1, 10-phenanthroline as a green color agent [J].
Damirchi, Saeed ;
Heidari, Tahereh .
JOURNAL OF THE IRANIAN CHEMICAL SOCIETY, 2018, 15 (11) :2549-2557
[9]   Emitter/receiver piezoelectric films coupled to flow-batch analyzer for acoustic determination of free glycerol in biodiesel without chemicals/external pretreatment [J].
Eggly, Gabriel M. ;
Blackhall, Matias ;
de Araujo Gomes, Adriano ;
Santos, Rodrigo ;
Ugulino de Araujo, Mario Cesar ;
Pistonesi, Marcelo F. .
MICROCHEMICAL JOURNAL, 2018, 138 :296-302
[10]   Arsenic, cadmium, and mercury in cocoyam (Xanthosoma sagititolium) and watercocoyam (Colocasia esculenta) in Tarkwa a mining community [J].
Essumang, D. K. ;
Dodoo, D. K. ;
Obiri, S. ;
Yaney, J. Y. .
BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY, 2007, 79 (04) :377-379