Building and improving the monitoring technology system for newly emerging contaminants with a positive attitude is the first step to enhance governance capacity, which is in good accordance with the requirements of worldwide sustainable development strategy nowadays. With the urgent needs of smart identification and simultaneous detection of multiple antibiotics co-existing in the aquatic system in mind, we intentionally synthesized the aggregation-induced emission luminogen (AIEgen) functionalized bimetallic lanthanide infinite coordination polymers (TPE-TS@Tb/Eu-AMP ICPs) series. The intrinsic physical and chemical properties of target antibiotics (flumequine, four kinds of tetracyclines, and sulfadiazine) triggered the complex chemical recognition reactions of TPE-TS@Tb/Eu-AMP ICPs series to give birth to multivariate cross-responses. Based on these theoretical-oriented sensing elements and rationally selected smart statistical tools, the “lab-on-TPE-TS@Tb/Eu-AMP ICPs” antibiotic sensor array is established with superior analytical performance. Moreover, the unique optical dominance of TPE-TS@Tb/Eu-AMP ICPs series on solid substrate enabled the subsequent exploitation of test paper tongue (TPT) with simultaneously altered RGB values as elements. Being further coded by the excitation modulation on commercial dark box UV-lamp, even promoted analytical behaviors of the TPT can be realized for the first time. With the aid of the smartphone, robust pattern recognition and accurate systematic analysis of antibiotics in the actual environmental samples were achieved by our sensor array and color-coded TPT, which may provide important scientific supports and technical reserves for the antibiotic control actions in future.
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