key: cord-0028376-lb9okhoe authors: Yakusheva, Anastasia; Sayapina, Anastasia; Luchnikov, Lev; Arkhipov, Dmitry; Karunakaran, Gopalu; Kuznetsov, Denis title: Carbon Quantum Dots’ Synthesis with a Strong Chemical Claw for Five Transition Metal Sensing in the Irving–Williams Series date: 2022-02-27 journal: Nanomaterials (Basel) DOI: 10.3390/nano12050806 sha: 33006bacd5a932a6fc02c9e41afce342cb4c75da doc_id: 28376 cord_uid: lb9okhoe Carbon quantum dots (CQDs) are an excellent eco-friendly fluorescence material, ideal for various ecological testing systems. Herein, we establish uniform microwave synthesis of the group of carbon quantum dots with specific functionalization of ethylenediamine, diethylenetriamine, and three types of Trilon (A, B and C) with chelate claws -C-NH(3). CQDs’ properties were studied and applied in order to sense metal cations in an aquatic environment. The results provide the determination of the fluorescence quench in dots by pollutant salts, which dissociate into double-charged ions. In particular, the chemical interactions with CQDs’ surface in the Irving–Williams series (IWs) via functionalization of the negatively charged surface were ascribed. CQD-En and CQD-Dien demonstrated linear fluorescence quenching in high metal cation concentrations. Further, the formation of claws from Trilon A, Trilon B, and C effectively caught the copper and nickel cations from the solution due to the complexation on CQDs’ surface. Moreover, CQD-Trilon C presented chelating properties of the surface and detected five cations (Cu(2+), Ni(2+), Ca(2+), Mg(2+), Zn(2+)) from 0.5 mg/mL to 1 × 10(−7) mg/mL in the Irving–William’s series. Dependence was mathematically attributed as an equation (ML regression model) based on the constant of complex formation. The reliability of the data was 0.993 for the training database. In recent times, applying natural assembled nanomaterials is the primary strategy in eco-build environments [1] . The promising material market strategy is to replace toxic or non-eco-compatible materials and technologies with eco-friendly ones [2] . Thus, carbon quantum dots (CQDs) are zero-dimensional carbon nanomaterials with an amorphous core and functional groups on the surface [3] . They have gained much attention among various emissive dots with quantum effects, such as MeO nanoparticles [4] or semiconduction cadmium, germanium, indium, or zinc-containing zero-dimensional materials [5] . For CQDs, the trend in synthesis was from natural carbon sources, which expanded the market for the dots due to their economic, reproducible, and environmentally friendly peculiarities [6] . This technology opens up new avenues for controlling the natural environment and has been successfully applied in the water assay [7] . Unfortunately, CQDs are sensitive to inhomogeneous nucleation and non-controllable core growth [8] . Foreign impurities and chemical compounds are critical for the CQD core's structural and physical properties [9] [10] [11] . According to the literature, precursors with carboxyl, carbonyl, hydroxyl, amino, nitro, or other organic molecular fragments provide valuable information. Surface chemistry correlates with an increase in CQDs' applicability The first synthesis stage included citric acid (99.8%) and ammonium carbonate (99.0%) as precursors for carbon core formation. The amino and claw functionalization were provided by ethylenediamine (En), diethylenetriamine (Dien), nitrilotriacetic acid (NTA, Trilon A), ethylenediaminetetraacetic acid (EDTA, Trilon B), and diethylenetriaminepentaacetic acid (DTPA, Trilon C) powders. High-purity (99.9%) metal salts such as CuCl 2 , CaCl 2 , MgCl 2 , FeCl 2 , NiCl 2 , ZnCl 2 were used as pollution contaminants. In all the experiments, deionized water was used as a dispersant. The CQDs with chelate claws and nitro functionalization were synthesized in a twostage microwave irradiation route. The carbon quantum core was first prepared by mixing highly dispersed powder of citric acid and ammonium carbonate in a ceramic crucible at a 2:1 molar ratio of 6 g (50 mL volume). It was heated for 3 min and 30 s under 700 W of microwave irradiation, and the temperature afterward was near 150-170 • C via an IR thermometer. The dark brown primary product was cooled down to room temperature and then dispersed in 25 mL of deionized water for 10 min in a US-bath treatment (frequency of 35 kHz). The core purification (CQD-CO 3 ) was performed by centrifuging at 6000 rpm for 30 min. The final precipitate was dried in the incubator at 60 • C, and the obtained dry residues were milled. Its carbon powder was named CQD-CO 3 . Then, the functionalization of the CQD-CO 3 surface was conducted by a similar procedure to the one mentioned above. The powder of CQD-CO 3 and the functional precursors (En, Dien, and Trilon A, B and C) were mixed at a molar ratio of 3:1. For En precursors, the irradiation time in the second stage was 1 min 20 s. For Dien, the irradiation time was 2 min, while irradiation lasted for 2 min 30 s for all Trilons. Centrifugation time rose to 40 min at 14,500 rpm, and products were saved in dry atmospheric conditions. The purification stage was repeated to recover the liquid and solid-state of CQD and filtered through a Millex-LG 0.2 µm IC filter cartridge (Millipore, Burlington, MA, USA) to achieve the appropriate size quality. Synthesized CQDs were named CQD-En, CQD-Dien, CQD-Trilon A, CQD-Trilon B, and CQD-Trilon C via the names of precursors in the functionalization step, respectively. Size distribution was analyzed by dynamic light scattering (DLS) measurements and zeta potentials by Zetasizer Nano ZS (ZEN3600), Malvern (UK). The IR Fourier spectrometer Thermo NICOLET 380 (USA) confirmed the functionalization of CQDs via chelate claws or nitrogen fragments. Moreover, surface behaviour in water was completed by zeta potential measurements by Zetasizer Nano ZS (ZEN3600), Malvern (UK) again. A summary of the optical effects due to the different CQDs' core functionalizations was compared via the absorption spectrum from a spectrophotometer UV mini-1240 Shimadzu (Japan) in the 250-500 nm range. Massive fluorescence data was characterized by fluorescence intensity and stability in time from Agilent Technologies' Cary Eclipse Fluorescence Spectrophotometer (USA). The calculation for CQDs'metal sensing and the creation of the lineal prediction model in the Irving-Williams series were obtained using the OriginLab program and the machine learning method in Python 3.10, respectively. In the measurement procedure, the tubes with salt solutions in the goal range (from 1 or 0.5 mg/mL, depending on the solubility, to 1 × 10 −9 mg/mL via diluting) were prepared. The sensing ability of CQDs was investigated via continuous measurements with the following salts as the cations from the Irving-Williams series: CuCl 2 , NiCl 2 , CaCl 2 , MgCl 2 , FeCl 2 , ZnCl 2 . Analytical measurements of the water probe by CQDs were provided by the FL measurements concerning water contamination. In order to have reproducible data, we took the volume of the CQDs' dispersion for the Fl max intensity (1000 a.u.). The measurements were performed by taking 1 mL of diluted salts in a cuvette with the respective amount of CQDs (in µL), and then the FL was recorded. At 0.05 mg/mL concentration, all dots (CQD-En, CQD-Dien, CQD-Trilon A, CQD-Trilon B, and CQD-Trilon C) were used and saved. CQDs' optical properties were correlated with the fluorescence quenching effects of metal cations [30] . The FI was normalized to the maximum (1000 a.u. of FI) for each calibration curve and gave the coefficient behind the concentration data by linear regression tools. A polynomial equation was created. Next, for the assumption of the ability of the CQDs' surface to establish chelate complex, we created the training dataset as the date of the added different types and concentrations of divalent cations in the probe with the CQDs. The result was assumed to approximate the original (primary) equation, and the validity of the data was assessed. To further explore the significant influence of functionalization and nano-dimension morphology, size distribution was calculated via the dynamic light scattering (DLS) function, which provides a mean size of CQDs in normal distribution fitting in Figure 1 . CQDs' optical properties were correlated with the fluorescence quenching effects of metal cations [30] . The FI was normalized to the maximum (1000 a.u. of FI) for each calibration curve and gave the coefficient behind the concentration data by linear regression tools. A polynomial equation was created. Next, for the assumption of the ability of the CQDs' surface to establish chelate complex, we created the training dataset as the date of the added different types and concentrations of divalent cations in the probe with the CQDs. The result was assumed to approximate the original (primary) equation, and the validity of the data was assessed. To further explore the significant influence of functionalization and nano-dimension morphology, size distribution was calculated via the dynamic light scattering (DLS) function, which provides a mean size of CQDs in normal distribution fitting in Figure 1 . CQD-CO3 in Figure 1a shows a narrow size, with an average of 4 nm in diameter. Furthermore, the distributive trends represent the shift in the average size for CQD-En at 10 nm and 12 nm for CQD-Dien, respectively. CQD-Trilons were superimposed step by step. The peaks were from 7-9 nm for CQD-Trilon A to 16-20 nm for CQD-Trilon C. Noticeably, the size was probably correlated with the molecular weight of the precursors, and CQD-Trilon C has the largest particle size. Understanding the formation and growth of nanodots is critical for achieving comparable results. Decomposition processes were based on the kinetics of the thermoactivated chemical reaction in time [8, 19] . Based on the physical properties of the precursors, we concluded that the synthesis temperature of 150-170 °C was too soft for the incomplete carbonization process. Furthermore, the thermal decomposition of precursors corresponded with the activation energy lever in chemistry bond destruction. According to table data, En and Dien lost structure via to the low energy C-N bond (293 kJ/mol). Further molecular reorganization occurs at the polar covalent bonds of 390 and 414 kJ/mol between hydrogen and nitrogen or hydrogen and carbon bands. The Trilons involved had oxygen-containing groups such as C=O (708 kJ/mol), C-O (344 kJ/mol), and O-H (460 kJ/mol). The degradation process started with a low-energy single bond between C-N and C-O. Nevertheless, the higher energy carbon-carbon chain and carboxyl groups were saved. The practical explanation for organic bonds in the CQD family related to mid-infrared (MIR) spectroscopy results in Figure 2 . Figure 1a shows a narrow size, with an average of 4 nm in diameter. Furthermore, the distributive trends represent the shift in the average size for CQD-En at 10 nm and 12 nm for CQD-Dien, respectively. CQD-Trilons were superimposed step by step. The peaks were from 7-9 nm for CQD-Trilon A to 16-20 nm for CQD-Trilon C. Noticeably, the size was probably correlated with the molecular weight of the precursors, and CQD-Trilon C has the largest particle size. Understanding the formation and growth of nanodots is critical for achieving comparable results. Decomposition processes were based on the kinetics of the thermoactivated chemical reaction in time [8, 19] . Based on the physical properties of the precursors, we concluded that the synthesis temperature of 150-170 • C was too soft for the incomplete carbonization process. Furthermore, the thermal decomposition of precursors corresponded with the activation energy lever in chemistry bond destruction. According to table data, En and Dien lost structure via to the low energy C-N bond (293 kJ/mol). Further molecular reorganization occurs at the polar covalent bonds of 390 and 414 kJ/mol between hydrogen and nitrogen or hydrogen and carbon bands. The Trilons involved had oxygen-containing groups such as C=O (708 kJ/mol), C-O (344 kJ/mol), and O-H (460 kJ/mol). The degradation process started with a low-energy single bond between C-N and C-O. Nevertheless, the higher energy carbon-carbon chain and carboxyl groups were saved. The practical explanation for organic bonds in the CQD family related to mid-infrared (MIR) spectroscopy results in Figure 2 . The dry CQD core and CQD-En, Dien, and Trilon A, B, and C were measured. Chemical bonds were compared with the FT-IR spectra of the reference peak position from precursors in Figure S1 (Supplementary Materials) and functional molecules in Figure 2 . The peak in the lower wavelength region characterizes the carbon-carbon, carbonoxygen, and carbon-nitrogen molecular bonds [31] . These three peaks mentioned above are common to all CQD types. The clustering structure shows the sp 3 -hybridization forms in the C-C and C-O bonds as peaks at 1230-1120 cm −1 [32] . The right side of the peak was attributed to carbon and the left side to the carbon-nitrogen pair. The second peak in the CQD-CO 3 spectra corresponds to the C-O bond at 1384 cm −1 and the broadening double peaks from the C-N bond at 1320 cm −1 . The oxidative carbon bond (C = O) and the sp 2 -hybridization of C = C are related to the broad peak at 1704 cm −1 , which was only revealed after carbonization in Figure S1 . Hydrogen-containing groups in the 3500-3300 cm −1 region were not found via dehydrated samples [33] [34] [35] . The dry CQD core and CQD-En, Dien, and Trilon A, B, and C were measured. Chemical bonds were compared with the FT-IR spectra of the reference peak position from precursors in Figure S1 (Supplementary Materials) and functional molecules in Figure 2 . The peak in the lower wavelength region characterizes the carbon-carbon, carbonoxygen, and carbon-nitrogen molecular bonds [31] . These three peaks mentioned above are common to all CQD types. The clustering structure shows the sp 3 -hybridization forms in the C-C and C-O bonds as peaks at 1230-1120 cm −1 [32] . The right side of the peak was attributed to carbon and the left side to the carbon-nitrogen pair. The second peak in the CQD-CO3 spectra corresponds to the C-O bond at 1384 cm −1 and the broadening double peaks from the C-N bond at 1320 cm −1 . The oxidative carbon bond (C = O) and the sp 2hybridization of C = C are related to the broad peak at 1704 cm −1 , which was only revealed after carbonization in Figure S1 . Hydrogen-containing groups in the 3500-3300 cm −1 region were not found via dehydrated samples [33] [34] [35] . Amino-functionalization was presented as a peak at 1567 cm -1 for N = O and 1054 cm −1 for C-N from the En spectrum. In the CQD-Dien line, the peak assumes the 1307 cm −1 C-C bond from Dien and the band at 713 cm −1 due to ammonium carbonate N-H (in Figure S1 , (NH4)2CO3 and Dien lines, respectively). CQDs with Trilon A additives started with an IR-black line with an original peak at 943 cm −1 and 1065 cm −1 . CQD-Trilon B supposes a similar peak position. Conversely, the toothy line of Trilon C shows the apparent effect of N-H bending vibration at 1639 cm −1 and more than one peak at 943 cm −1 for N-O bands. The most informative spectra of CQD-Trilon C additionally have a peak at 2761 cm −1 , corresponding to C-H stretching vibrations, and at 1436 cm −1 related to the stretching band of C-N. The mass of amino-functionalization increased in the range from CQD-CO3 to CQD-Dien, and CQD-Trilon A, B, and C were depicted with many minor features in different positions and counts of peaks. The efficacy of absorbance properties was evaluated as proof that the aqueous dispersion of CQDs would be used in sensing. The result was attributed to the absorbance (ABS) spectra in Figure 3 . Amino-functionalization was presented as a peak at 1567 cm −1 for N = O and 1054 cm −1 for C-N from the En spectrum. In the CQD-Dien line, the peak assumes the 1307 cm −1 C-C bond from Dien and the band at 713 cm −1 due to ammonium carbonate N-H (in Figure S1 , (NH 4 ) 2 CO 3 and Dien lines, respectively). CQDs with Trilon A additives started with an IR-black line with an original peak at 943 cm −1 and 1065 cm −1 . CQD-Trilon B supposes a similar peak position. Conversely, the toothy line of Trilon C shows the apparent effect of N-H bending vibration at 1639 cm −1 and more than one peak at 943 cm −1 for N-O bands. The most informative spectra of CQD-Trilon C additionally have a peak at 2761 cm −1 , corresponding to C-H stretching vibrations, and at 1436 cm −1 related to the stretching band of C-N. The mass of amino-functionalization increased in the range from CQD-CO 3 to CQD-Dien, and CQD-Trilon A, B, and C were depicted with many minor features in different positions and counts of peaks. The efficacy of absorbance properties was evaluated as proof that the aqueous dispersion of CQDs would be used in sensing. The result was attributed to the absorbance (ABS) spectra in Figure 3 . The bonding theory of visible absorption suggests analyzing the shifted peaks' positions as a representative factor in the case of the functional group [36] . Figure 3 presents a saturated organic bond like C = C or C = O with π→π * a jump in multi-molecular nuclear. The low energy n→π * jump influences the spectral background in the long-wavelength region for all CQDs. In particular, the characterized peaks show specific functional conjugation with a monosaturated bond. The core of CQDs has a proportional ratio between background and peaks. In contrast, CQD-En has a bright peak at 328 nm, and CQD-Dien has an 18 nm shift in the long-wavelength region due to the changes in π→π * via the joint electron pair in the carbon-nitrogen group. The Trilon group started with the CQD-Trilon A peak at 330 nm, and the effects of the carboxyl group with C = O bonds via vast background squares near 300 nm (the n→−π * the transition of electrons) in particles were noticed. The relative shifts of 13 nm and 29 nm for CQD-Trilon B and CQD-Trilon C were attributed to nitrogen atoms, as with CQD-En and Dien. Hence, the hydroxyl group introduces more electron orbital changes in conjugated systems. In summary, the redshift in the peak position is related to the ratio between functional groups [37] and prevalent surface states [38] . The bonding theory of visible absorption suggests analyzing the shifte tions as a representative factor in the case of the functional group [36] . Figu saturated organic bond like C = C or C = O with π→π * a jump in multi-mole The low energy n→π * jump influences the spectral background in the lon region for all CQDs. In particular, the characterized peaks show specific fun gation with a monosaturated bond. The core of CQDs has a proportional background and peaks. In contrast, CQD-En has a bright peak at 328 nm, a has an 18 nm shift in the long-wavelength region due to the changes in π The most likely cause of the CQDs' sensing platform is the fluorescence properties. Furthermore, FL intensity and stability are critical for CQDs' applications [39] . The CQDs were appreciated with relative fluorescence intensity via fluorescence stability in Figure S2 (Supplementary Materials) for CQDs at a 0.05 mg/mL concentration in water. CQD-Trilon B and -Trilon C peaks showed an intensity of three times the size of the other dots. Furthermore, we confirmed that the functionalization-free CQD-CO 3 core had a lower varying intensity among groups via high-cation mobility in the double electron layer than Zeta-potential measurements in Figure S3 (Supplementary Materials) . The integration fluorescence spectra were a sum of Fl peaks via measurements of a 10 nm shift in excitation wavelength in Figure 4 . The CQDs were appreciated with relative fluorescence intensity via fluorescen bility in Figure S2 (Supplementary Materials) for CQDs at a 0.05 mg/mL concentrat water. CQD-Trilon B and -Trilon C peaks showed an intensity of three times the s the other dots. Furthermore, we confirmed that the functionalization-free CQD-CO had a lower varying intensity among groups via high-cation mobility in the doubl tron layer than Zeta-potential measurements in Figure S3 (Supplementary Material The integration fluorescence spectra were a sum of Fl peaks via measuremen 10 nm shift in excitation wavelength in Figure 4 . Figure 4 represents the peak position of CQD-CO3 compared to functionalized across all measurements. The Gaussian function recognizes the integrated fluores spectra as an order indicator for each CQDs' surface [40] . Surface functionalizatio states and double electron layer charges are synergetic parameters for various CQD orescence responses. Herein, we analyze the FWHM and Stokes shift as surface-sen functions. The CQDs' core and CQD-En had a broad FWHM and significant Stoke from the ABS peak position, to which we posit is due to poor functionalization. CQD-Dien had a closer FWHW, and the peak of FL shifted relatively to the previou nm. CQD-Trilon A saves the Stokes shift data, but the FLmax has a blueshift to 42 Oppositely, CQD-Trilon B and C include easily hydrolyzed carbocyclic groups in cient quantity for a narrow FWHM and a shift of 157 and 159 nm. Thus, we assu increase in the ratio between nitrogen and carboxylic groups on CQDs makes FL p ties more inhomogenous. The theory that CQDs with chelating chemical claws have discrete chemical re ity properties by metals with different electron radii and ionic mobilities was invest in this paper. Thus, to study the kinetics of the interaction of doubly charged metal ca the Irving-Williams series (Ca 2+ < Mg 2+ < Fe 2+ < Ni 2+ < Cu 2+ > Zn 2+ ) was used. The i based on the correlation between the strength of the complex and the ion analysis o sition metals. Figure 4 represents the peak position of CQD-CO 3 compared to functionalized CQDs across all measurements. The Gaussian function recognizes the integrated fluorescence spectra as an order indicator for each CQDs' surface [40] . Surface functionalization trap states and double electron layer charges are synergetic parameters for various CQDs' fluorescence responses. Herein, we analyze the FWHM and Stokes shift as surface-sensitive functions. The CQDs' core and CQD-En had a broad FWHM and significant Stokes shift from the ABS peak position, to which we posit is due to poor functionalization. Next, CQD-Dien had a closer FWHW, and the peak of FL shifted relatively to the previous 445 nm. CQD-Trilon A saves the Stokes shift data, but the FL max has a blueshift to 429 nm. Oppositely, CQD-Trilon B and C include easily hydrolyzed carbocyclic groups in sufficient quantity for a narrow FWHM and a shift of 157 and 159 nm. Thus, we assume an increase in the ratio between nitrogen and carboxylic groups on CQDs makes FL properties more inhomogenous. The theory that CQDs with chelating chemical claws have discrete chemical reactivity properties by metals with different electron radii and ionic mobilities was investigated in this paper. Thus, to study the kinetics of the interaction of doubly charged metal cations, the Irving-Williams series (Ca 2+ < Mg 2+ < Fe 2+ < Ni 2+ < Cu 2+ > Zn 2+ ) was used. The idea is based on the correlation between the strength of the complex and the ion analysis of transition metals. All CQD groups show the consequent relations in the IW series from one cation to another. In the cases of CQD-CO 3 and -En and -Dien in fluorescence intensity measurements, the main trends are determined in Figure 5 . It is easy to check that the unfunctionalized carbon core does not have a sensing application. Furthermore, the positively charged surface ( Figure S3 ) of CQD-CO 3 demonstrates an enhanced intensity of 58% in the middle when we introduced copper ions into the solution. A slightly similar effect was attributed to nickel cations. To the best of our knowledge, fluorescence occurs because of the chlorine anion on the core surface as a concentrator of electrons. All CQD groups show the consequent relations in the IW series from one cation to another. In the cases of CQD-CO3 and -En and -Dien in fluorescence intensity measurements, the main trends are determined in Figure 5 . It is easy to check that the unfunctionalized carbon core does not have a sensing application. Furthermore, the positively charged surface ( Figure S3 ) of CQD-CO3 demonstrates an enhanced intensity of 58% in the middle when we introduced copper ions into the solution. A slightly similar effect was attributed to nickel cations. To the best of our knowledge, fluorescence occurs because of the chlorine anion on the core surface as a concentrator of electrons. CQD-En and -Dien demonstrate the sensibility due to chemical absorption in the high concentration rate of copper, nickel, and zinc cations in the Irving-Williams series. As a result, Figure 6a ,b,d depict the values of FI as a function of CQD-Trilon A, B, and C reactivity, which exhibit the most notable changes in reactivity to different metals. The experimental results strongly support the equilibrium properties of the chemical adsorption of copper and nickel cations on the CQD-Trilon A, B, and C surfaces, especially for CQD-Trilon C. CQD-En and -Dien demonstrate the sensibility due to chemical absorption in the high concentration rate of copper, nickel, and zinc cations in the Irving-Williams series. As a result, Figure 6a ,b,d depict the values of FI as a function of CQD-Trilon A, B, and C reactivity, which exhibit the most notable changes in reactivity to different metals. The experimental results strongly support the equilibrium properties of the chemical adsorption of copper and nickel cations on the CQD-Trilon A, B, and C surfaces, especially for CQD-Trilon C. All CQD groups show the consequent relations in the IW series from one cation to another. In the cases of CQD-CO3 and -En and -Dien in fluorescence intensity measurements, the main trends are determined in Figure 5 . It is easy to check that the unfunctionalized carbon core does not have a sensing application. Furthermore, the positively charged surface ( Figure S3 ) of CQD-CO3 demonstrates an enhanced intensity of 58% in the middle when we introduced copper ions into the solution. A slightly similar effect was attributed to nickel cations. To the best of our knowledge, fluorescence occurs because of the chlorine anion on the core surface as a concentrator of electrons. CQD-En and -Dien demonstrate the sensibility due to chemical absorption in the high concentration rate of copper, nickel, and zinc cations in the Irving-Williams series. As a result, Figure 6a ,b,d depict the values of FI as a function of CQD-Trilon A, B, and C reactivity, which exhibit the most notable changes in reactivity to different metals. The experimental results strongly support the equilibrium properties of the chemical adsorption of copper and nickel cations on the CQD-Trilon A, B, and C surfaces, especially for CQD-Trilon C. Starting with mathematics, linear regression (machine learning approach) describes the optical properties of nanoparticles due to an increase in the tilt angle as a function of metal cation binding in the Irving-Williams series. In terms of our aim, we created and executed the model to determine the complex composition of the water probe. From this measurement, the initial coefficients of the lineal concentration line were established as follows in Equation (1): Y(FL) = 0.1186X Cu + 0.0893X Ni + 0.0675X Zn + 0.0567X Fe + 0.0302X Mg + 0.0134X Ca (1) The introduced-found method carried out the refinement of the model coefficients for several concentrations by adding a known amount of each of the five salts to deionized water. In the case of 20 probes, a different ratio of Me 2+ cations was explored. The matrix of values made it possible to establish the coefficients of Equation (2) The reliability of the data in the training dataset for the IWs was 0.993 for practical applications. The general case of our investigation focused on the surface behaviour of CQDs in water systems and the assumption that modified CQDs show the ability to sense contaminants due to analytical chemistry rules. Mainly, sewing chelating claws on the surface demonstrates a strong correlation with complexation laws, particularly the reactivity dependence on the Irving-Williams series. The results established that the nitrogen-containing CQD surfaces (CQD-En and -Dien) were brightly revealed with the copper in solution. In IWs, CQD-Trilon A and B display the best correlation with the most stable complexation cations, Cu 2+ and Ni 2+ . Moreover, the most brilliant results were attributed to CQD-Trilon C. CQD-Trilon C showed the best separation in FI properties in the metal ranges as a function of the reactivity of the surface, and was equivalent to the mass of the coefficient before the concentration in the model equation. Thus, the CQD-Trilon C surface in solutions with the same number of cations will form ten chains with copper and only one chain with the calcium cation. Furthermore, the separate detection demonstrates the sensing ability from 0.5 mg/mL to 1 × 10 −7 mg/mL range for CQD-Trilon C, which presents the best of the results due to chemical claws for five transition metal sensing in the Irving-Williams series. The presented results from CQD-Trilon C create the basis for the appropriate way to synthesize CQDs with specific chelate surfaces from another chelating agent. The future strategy for CQDs will investigate the physical-chemical parameters of the surface in detail for divalent metal sensing in complex, natural water systems. Supplementary Materials: The following supporting information can be downloaded at: https: //www.mdpi.com/article/10.3390/nano12050806/s1: Figure S1 : The mid-infrared (MIR) spectroscopy table data of peak position for the pure citric acid, (NH 4 ) 2 CO 3 , ethylenediamine (En), diethylenetriamine (Dien), nitrilotriacetic acid (NTA, Trilon A), ethylenediaminetetraacetic acid (EDTA, Trilon B), and diethylenetriaminepentaacetic acid (Trilon C); Figure S2 : The stability measurements of fluorescence intensity of CQDs in 0.05 mg/mL concentration; Figure S3 : The Zetapotential data of CQD dispersion; Table S1 : CQDs literature overview via characteristic properties and application of dots from ethylenediamine, diethylenetriamine, and three types of Trilon (A, B and C) precursors [33, 36, . Ecofriendly nanotechnologies and nanomaterials for environmental applications: Key issue and consensus recommendations for sustainable and ecosafe nanoremediation Sustainable carbon materials Surface modification and chemical functionalization of carbon dots: A review Metal Oxide Nanostructures in Sensing Metal ions optical sensing by semiconductor quantum dots Carbon quantum dots from natural resource: A review Principles, mechanisms, and application of carbon quantum dots in sensors: A review Carbon quantum dots: Synthesis, properties and applications Green synthesis of high photoluminescence nitrogen-doped carbon quantum dots from grass via a simple hydrothermal method for removing organic and inorganic water pollutions Carbon Dots from Sugars and Ascorbic Acid: Role of the Precursors on Morphology, Properties, Toxicity, and Drug Uptake Functional Carbon Quantum Dots: A Versatile Platform for Chemosensing and Biosensing Tailoring surface groups of carbon quantum dots to improve photoluminescence behaviors Functionalization of Carbon Nanoparticles and Defunctionalization-Toward Structural and Mechanistic Elucidation of Carbon "Quantum Carbon Dots with Red Emission for Sensing of Pt2+, Au 3+ , and Pd 2+ and Their Bioapplications in Vitro and in Vivo Recent advances in carbon quantum dot-based sensing of heavy metals in water New Insight into the Fluorescence Quenching of Nitrogen-Containing Carbonaceous Quantum Dots-From Surface Chemistry to Biomedical Applications Ultra-high quantum yield nitrogen-doped carbon quantum dots and their versatile application in fluorescence sensing, bioimaging and anti-counterfeiting Carbon quantum dots for optical sensor applications: A review Comparison between hydrothermal and microwave-assisted synthesis of carbon dots from biowaste and chemical for heavy metal detection: A review Recent trends in the use of green sources for carbon dot synthesis-A short review Carbon Dots for Heavy-Metal Sensing, pH-Sensitive Cargo Delivery, and Antibacterial Applications Surface quaternized nanosensor as a one-arrow-two-hawks approach for fluorescence turn "on-off-on" bifunctional sensing and antibacterial activity Recent development of carbon quantum dots regarding their optical properties, photoluminescence mechanism, and core structure Recent Advances in Quantum Dot Surface Chemistry Polyamine-Functionalized Carbon Quantum Dots as Fluorescent Probes for Selective and Sensitive Detection of Copper Ions Nickel ion detection by imidazole modified carbon dots Complexation Reactions in Aquatic Systems: An Analytical Approach Ligand(s)-to-metal charge transfer as a factor controlling the equilibrium constants of late first-row transition metal complexes: Revealing the Irving-Williams thermodynamical series The estimation of the stabilities of bivalent transition metal complexes and deviations from the irving-williams order The quenching of the fluorescence of carbon dots: A review on mechanisms and applications Synthesis of blue emissive carbon quantum dots from Hibiscus Sabdariffa flower: Surface functionalization analysis by FT-IR spectroscopy Rukhlenko, I.D. sp2-sp3-Hybridized Atomic Domains Determine Optical Features of Carbon Dots Hydrothermal synthesis of nitrogen-doped carbon quantum dots from microcrystalline cellulose for the detection of Fe 3+ ions in an acidic environment Top-Down N-Doped Carbon Quantum Dots for Multiple Purposes: Heavy Metal Detection and Intracellular Fluorescence Influence of Group Modification at the Edges of Carbon Quantum Dots on Fluorescent Emission Effects of chemical bonds between nitrogen and its neighbor carbon atoms on fluorescence properties of carbon quantum dots Surface states of carbon dots and their influences on luminescence A rich gallery of carbon dots based photoluminescent suspensions and powders derived by citric acid/urea Log-Normal Description of Fluorescence Spectra of Organic Fluorophores Ethylenediamine-assisted hydrothermal synthesis of nitrogen-doped carbon quantum dots as fluorescent probes for sensitive biosensing and bioimaging Ethylenediamine mediated luminescence enhancement of pollutant derivatized carbon quantum dots for intracellular trinitrotoluene detection: Soot to shine Functional Carbon Quantum Dots as Medical Countermeasures to Human Coronavirus An Efficient Synthesis and Photoelectric Properties of Green Carbon Quantum Dots with High Fluorescent Quantum Yield Highly luminescent nitrogen-doped carbon quantum dots as effective fluorescent probes for mercuric and iodide ions Hydrothermal synthesis of carbon quantum dots as fluorescent probes for the sensitive and rapid detection of picric acid Luminescent carbon quantum dots with high quantum yield as a single white converter for white light emitting diodes Synthesis and characterization of highly luminescent N-doped carbon quantum dots for metal ion sensing NH 2 -rich Carbon Quantum Dots: A protein-responsive probe for detection and identification Synthesis of N-doped graphene quantum dots by pulsed laser ablation with diethylenetriamine (DETA) and their photoluminescence Synthesis and characterization of high efficient photoluminescent sunlight driven photocatalyst of N-Carbon Quantum Dots Hydrothermal synthesis of highly fluorescent nitrogen-doped carbon quantum dots with good biocompatibility and the application for sensing ellagic acid Bright-blue-emission nitrogen and phosphorus-doped carbon quantum dots as a promising nanoprobe for detection of Cr(vi) and ascorbic acid in pure aqueous solution and in living cells Determination of vitamin B12 via pH-dependent quenching of the fluorescence of nitrogen doped carbon quantum dots Carbon quantum dots embedded mesoporous silica for rapid fluorescent detection of acidic gas Preparation of mesoporous silica/carbon quantum dots composite and its application in selective and sensitive Hg 2+ detection Synthesis and Acidizing Corrosion Inhibition Performance of N-Doped Carbon Quantum Dots He, Z. pH-sensitive carbon quantum dots−doxorubicin nanoparticles for tumor cellular targeted drug delivery Nitrogen-doped carbon quantum dots as an antimicrobial agent against Staphylococcus for the treatment of infected wounds Nitrogen-doped carbon quantum dots as a fluorescence probe combined with magnetic solid-phase extraction purification for analysis of folic acid in human serum Facile preparation and the stepwise formation mechanistic investigation of gram-scale nitrogen-doped graphene quantum dots The effect of solvent polarity on emission properties of carbon dots and their uses in colorimetric sensors for water and humidity Living cell imaging and sensing of hydrogen sulfide using high-efficiency fluorescent Cu-doped carbon quantum dots Green and Cost Effective Synthesis of Fluorescent Carbon Quantum Dots for Dopamine Detection Microwave-assisted synthesis of multifunctional fluorescent carbon quantum dots from A4/B2 polyamidation monomer sets Understanding the interaction of carbon quantum dots with CuO and Cu2O by fluorescence quenching Facile fabrication of fluorescent Fe-doped carbon quantum dots for dopamine sensing and bioimaging application Facile synthesis of gadolinium (III) chelates functionalized carbon quantum dots for fluorescence and magnetic resonance dual-modal bioimaging Eco-friendly synthesis of electrochemiluminescent nitrogen-doped carbon quantum dots from diethylene triamine pentacetate and their application for protein detection A novel electrochemiluminescent immunosensor based on the quenching effect of aminated graphene on nitrogen-doped carbon quantum dots Red fluorescence-magnetic resonance dual modality imaging applications of gadolinium containing carbon quantum dots with excitation independent emission Structure and Optical Properties of Carbon Nanoparticles Generated by Laser Treatment of Graphite in Liquids Liquid crystalline multilayer graphene quantum dots with hackelite structures: Characterisation and application for sensing nitrophenols A ratiometric fluorescence and colorimetric dual-mode assay for H 2 O 2 and xanthine based on Fe Facile synthesis of fluorescent carbon dots for determination of curcumin based on fluorescence resonance energy transfer