“…Fluorescent methods have emerged as promising options due to their cost-effectiveness, low detection limits, and suitability for in situ assay [1,6]. Several fluorescent detection systems have been developed for water assay by combining traditional sensing mechanisms, including intramolecular charge transfer (ICT) [7], photo-induced electron transfer (PET) [8], excimer and exciplex [9], aggregation-induced emission (AIE) [10], excited-state intramolecular proton transfer (ESIPT) [11], hydrolysis reactions of Schiff bases [12] and ferrocene derivatives [13], and hydration of aldehydes [14], with various materials such as small molecular organic fluorescent probes [15], metalorganic frameworks (MOFs) [16], carbon dots (CDs) [17], polymers [18,19], and copper nanoclusters [20]. Despite the considerable achievements observed in this domain owing to their exceptional sensitivity and accuracy, the majority of existing fluorescent techniques are plagued by issues such as diminished fluorescence signal output [20][21][22][23][24][25], limited portability, demanding processing protocols, and susceptibility to interference from environmental factors like pH [26] and polarity [27,28].…”