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Application of a Fully 3D Printed Carbon Electrode for the Double Potential Step Chronocoulometric Determination of 2,4dinitrophenol in Environmental Water Samples

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08 May 2025

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08 May 2025

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Abstract
This paper demonstrates the application of a fully 3D printed carbon nanofiber–graphite–polystyrene working electrode for the double potential step chronocoulometric determination of 2,4-dinitrophenol in an environmental water sample. Initial cyclic voltammetric investigations were undertaken to characterise the redox behaviour of 2,4-dinitrophenol over the pH range 2 to 8. On the initial negative-going scan, two reduction peaks were recorded and concluded to result from the reduction of the two nitro groups to their corresponding hydroxylamines. On the return positive-going scan, two oxidation peaks were recorded resulting from the oxidation of the hydroxylamine formed on the initial negative scan. All peaks were found to be pH dependent over the range studied. Using a double potential step chronocoulometric approach (step 1 = -1.4 V; step 2 = +0.8 V), a calibration plot was constructed and found to be linear from 50 µM to 1.0 mM (R2= 0.9978) with a detection limit of 7.8 µM (based on a signal-to-noise ratio of 3). The method was evaluated by carrying out 2,4-dinitrophenol determinations on a fortified and unfortified environmental water sample. Using external calibration, a mean recovery of 106 % was obtained with an associated coefficient of variation of 3.6 % calculated for a concentration of 50 µM. The results show that these 3D printed electrodes are a promising alternative to electrodes fabricated using traditional materials and that reliable data may be obtained for 2,4-dinitrophenol in environmental water samples.
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1. Introduction

Nitrophenols are aromatic organic compounds consisting of benzene rings, and nitro (-NO2) and hydroxyl (-OH) groups. The phenolic compound 2,4-dinitrophenol (2,4-DNP) has been used in the manufacture of industrial products, such as dyes, pharmaceuticals, pesticides, wood preservatives, and even in explosives with military applications. It can enter surface waters with effluents from these industries or through the use of pesticides. The accumulation of 2,4-DNP in environmental water [1] and air [2] has led to the classification of 2,4-DNP as a priority pollutant by the US Environmental Protection Agency [3]. Some studies have stated its concentration in industrial effluent is around 1000 mg/L [4,5]. The release of industrial effluent, wastewater, or pesticides containing 2,4-DNP into the receiving water poses a direct and significant hazard to the ecosystem and public health.
The effects of nitrophenols on aquatic biota are well-documented. Exposure of fish to 2,4-DNP has been reported to negatively affect swimming performance [6] as well as nervous, endocrine, reproductive, and digestive systems [7]. The median lethal concentration (LC50) of 2,4-DNP varies depending on taxonomy of the organism; the LC50 of 2,4-DNP for freshwater algae is much higher than that of freshwater fish for example. Toxicity to plants has also been recorded in a range of studies [8] with 2,4-DNP reported to interfere with metabolic processes such as respiration and photosynthesis, and affect seed germination rates [9,10], root development [11,12], and numerous other processes.
Studies on the absorption, distribution, metabolism, and excretion of 2,4-DNP have been performed mainly in laboratory specimens, but some information about the levels of the drug and its metabolites in humans is available from cases of occupational intoxications or ingestion of diet pills. One of the first reports of occupational intoxication with 2,4-DNP relates to the filling of armour-piercing shells with a mixture of dinitrophenol and picric acid [13] during the First World War. French munition workers during the war reported problems associated with exposure to 2,4-DNP with symptoms of weight loss, weakness, dizziness, sweating, and even death by hyperthermia [13,14]. Subsequent investigations showed that exposure to 2,4-DNP caused these symptoms [15]. It does so by acting as a protonophore and dissipating the proton gradient across the mitochondrial membrane. This disrupts the proton motive force that the cell uses to synthesise the majority of its adenosine triphosphate (ATP) used to store chemical energy. The inefficiency is proportional to the dose of 2,4-DNP that is taken and results in heat generation and calorie consumption. The noted calorie consumption and subsequent weight loss led to 2,4-DNP being used as a dieting aid in the 1930s with adverse reports appearing soon afterwards [16]. Consequently, it was banned for human consumption in the UK, USA, and elsewhere. However, 2,4-DNP has recently been marketed as a dieting aid, principally via unregulated sales on the internet which has resulted in reports of toxicity incidents and a number of deaths [17,18,19,20,21,22]. A lethal oral dose of 2,4-DNP for a human is typically considered to be 14 to 43 mg/kg of bodyweight [23]. Nevertheless, a number of recent studies have shown that mild mitochondrial uncoupling induced by the controlled application of low-dose 2,4-DNP may have clinical applications in the treatment of neurodegenerative conditions [24,25,26], diabetes, and steatohepatitis [27]. To ensure public health security and environmental protection, there is a need for analytical techniques capable of determining 2,4-DNP in complex samples such as environmental water.
Nitro-aromatic compounds are known to exhibit a range of interesting electrochemical behaviours [28,29,30,31]. The methods used to determine these compounds are mainly based on gas chromatography [32] high-performance liquid chromatography [33,34] and liquid chromatography coupled with mass spectrometry [35]. These methods, while accurate, often have long analysis times and high running costs. Consequently, increasing attention has been paid to electrochemical methods, because of their rapid operation and inexpensive instrumentation. In previous studies, we have shown the voltammetric behaviour of 2,4-DNP at a glassy carbon electrode [31] and its determination in serum by differential pulse voltammetry. Investigations showed that the nitro groups of 2,4-DNP can be reduced to the corresponding hydroxylamine which can be subsequently oxidised to a nitroso species. This offers a number of advantages and possibilities for the analytical determination of 2,4-DNP.
In recent years, three-dimensional (3D) printing has moved beyond its original application of industrial manufacturing and prototyping to much wider fields, including the fabrication of both physical and chemical sensors [36,37,38,39]. 3D printing allows for the simple fabrication of new composite designs and other important sensor components such as micro-fluidic sample handling systems [36], analyte accumulation layers [40], and even whole electrochemical cells [36]. The possibility of fabricating these with high precision using robotic printing techniques has also been demonstrated [41]. Further advantages can be seen from the considerable percentage of 3D printing technology available via the open-source model; allowing the advantages of creative adaption of methods and for open sharing of expertise and innovation [42]. Studies have shown the possibility of using the technology to fabricate carbon electrodes [43,44,45,46,47,48,49,50,51,52,53], offering an attractive alternative to other carbon electrode fabrication techniques, such as screen printing and carbon paste, and an alternative to the use of expensive electrode materials, such as glassy carbon. Recently, Silva et al. [51] have discussed the development of tailored filaments composed of reduced graphene oxide (rGO) and carbon black (CB) in a polylactic acid (PLA) matrix for the production of 3D-printed electrochemical sensors. Electrodes containing rGO were found to show improved performance, with improved conductivity and lower charge transfer resistance. The developed electrodes were applied to the detection of 2,4,6-trinitrotoluene (TNT) and cocaine; giving a limit of detection of 0.33 µM for TNT. A graphite/alumina/polylactic acid (G/Al₂O₃/PLA)-based 3D-printed electrode for the electrochemical determination of TNT has also been described by Brum et al. [52]. The possibility of using square wave voltammetry to determine TNT residues at this electrode in samples of tap water, lagoon, and seawater was explored. Recoveries of between 100-106% were reported, and the possibility of using this electrode for detecting TNT residues present on different surfaces was shown to allow for ng levels to be determined. The possibility of determining TNT in environmental samples has also recently been investigated at a 3D-printed microfluidic chip by Wang et al. [53]. This incorporated a TNT biosensing complex and was reported to give a linear relationship for TNT over the range of 0.1–100 μg/mL with a LOQ of 0.81 μg/mL
However, the majority of 3D printed electrodes generally require further modification and only use 3D printing to produce the base structure. Recently, it has been shown possible to fully fabricate carbon electrodes using 3D printing alone, without the need for further fabrication steps [49]. The determination of Pb [49] and Zn [45] at these electrodes fabricated from 3D printed carbon nanofiber–graphite–polystyrene has been demonstrated and we believe it is possible to determine other compounds using these same electrodes. In this present study, we investigated the cyclic voltammetric behaviour of 2,4-DNP at a fully 3D printed carbon nanofiber–graphite–polystyrene working electrode. We then explored the possibility of determining 2,4-DNP by chronoamperometry in an environmental water sample.

2. Materials and Methods

2.1. Chemicals and Reagents

Unless otherwise specified, all chemicals were sourced from Fisher Scientific (Loughborough, UK). Deionised water was produced using a Purite RO200-Stillplus HP System (Purite Water Purification Solutions, Oxon, UK). Stock solutions of orthophosphate were prepared at a concentration of 0.2 M by dissolving the appropriate mass in deionised water. These solutions were then titrated together to achieve the desired pH. Stock solutions of 2,4-DNP were prepared by dissolving the required amount in acetonitrile to achieve a concentration of 10 mM. Working standards for voltammetric and chronoamperometric studies were prepared by diluting the primary stock solution with phosphate buffer and acetonitrile to achieve a final solution of 0.1 M phosphate buffer,10% acetonitrile.

2.2. Apparatus

Cyclic voltammetry and chronoamperometry were undertaken using an EmStat3 potentiostat (Ivium Technologies, Eindhoven, the Netherlands) interfaced to a PC for instrument control and data acquisition. The voltammetric cell contained a carbon rod auxiliary electrode, a Ag/AgCl/KCl(3M) reference electrode, and a 3D printed carbon nanofiber–graphite–polystyrene electrode as the working electrode. The 3D printed carbon electrode was rinsed with deionised water, polished with tissue paper, rinsed a second time in deionised water, and dried under a stream of nitrogen gas before each scan.

2.3. Cyclic Voltammetry

Cyclic voltammograms were recorded with solutions of 0.1 M phosphate buffer containing 10 % acetonitrile, and then in the same solution containing 1.0 mM 2,4-DNP. Samples were purged with nitrogen gas (BOC, Guildford, UK) for 5 minutes to remove dissolved oxygen. Cyclic voltammetric investigations were undertaken using either (i) a starting and end potential of 0.0 V, an initial switching potential of -1.5 V, and a second switching potential of +1.0 V, or (ii) a starting and end potential of 0.0 V, an initial switching potential of +1.0 V, and a second switching potential of -1.5 V.

2.4. Double Potential Step Chronoamperometry

Double potential step chronoamperometric studies were undertaken in solutions of 0.1 M pH 2.0 phosphate buffer, containing 10 % acetonitrile using the potential waveform shown in Scheme 1. Step 1: applied potential at -1.4 V for 60 s. Step 2: applied potential of +0.8 V for 60 s.

2.5. Fabrication of Electrodes

2.5.1. Composite Thermoplastic Filament Fabrication

The procedure for the preparation of the composite thermoplastic filament has been published previously [49]. To fabricate a total of 5 g of electrode material, 4 g of polystyrene (Sigma-Aldrich, Germany) were dissolved in 50 mL of chloroform. Separately, 0.5 g of carbon nanofibers (PR 24 XT HHT) and 0.5 g of graphite flakes (Sigma Aldrich, Germany) were sonicated in 50 mL of chloroform for 20 minutes. The resulting two mixtures were added to an open container and heated on a magnetic stirrer at 50 °C in a fume cupboard until the solvent fully evaporated. Once the solvent had completely evaporated, the resulting solid thermoplastic composite was placed in a heated at 220 °C in a 2 mm internal diameter aluminium barrel and extruded into lengths of composite conductive filament for 3D printing.

2.5.2. Computer-Aided Design and 3D Printing

CAD software Solid Edge ST6 was used to design the electrode as a multi-material component; with an electrode tip of 4.5 mm by 7.5 mm, with a central active area of 0.656 mm2. Printing commands were generated from the CAD file using the open-source software Slic3r (available at slic3r.org). A layer height of 350 μm was used, resulting in 9 layers for the complete electrode. The electrodes were printed using a custom-built fused filament deposition 3D printer with two 0.5 mm extruders.

2.6. Analytical Application

Environmental pond water samples were collected from Frenchay Campus, University of the West of England, Bristol, UK (51° 29’ 55.6” N 2° 32’ 40.5” W). A 4.0 mL aliquot of the environmental water sample was diluted to be 10 % acetonitrile in 0.1 M phosphate buffer pH 2.0. A second aliquot of the environmental water sample was fortified to give 50 µM 2,4-DNP, and then diluted tenfold to give a 10 % acetonitrile and 0.1 M phosphate buffer pH 2.0 solution. These were examined using the optimised double potential step chronoamperometric procedure.

3. Results and Discussion

3.1. Cyclic Voltammetry

The cyclic voltammetric behaviour of 2,4-DNP was studied over the range pH 2 to pH 8 (representative voltammograms obtained at pH 2 shown in Figure 1). Using an initial negative-going scan, two reduction peaks were recorded and designated R1 and R2. These are thought to result from the reduction of the two nitro groups to their corresponding hydroxylamines (Equation (1)). On the subsequent positive-going scan, two oxidation peaks are observable (designated O1 and O2) corresponding to the oxidation of the electrochemically-generated hydroxylamine to the corresponding nitrosamine (Equation (2)).
R-NO2 + 4e- + 4H+ → R-N(H)-OH + H2O
R-N(H)-OH → R-N=O + 2e- + 2H+
Further studies were undertaken to investigate this proposed mechanism. If the voltammetric scan was first implemented in a positive direction, no oxidation peaks were observable. Thus, the oxidative responses did not occur unless the molecule had undergone some previous reduction process. Hence, it was concluded that the two oxidation peaks result from the oxidation of the hydroxylamine (Equation (2)) formed via the process described in Equation 1.

3.2. Effect of pH on Peak Potential

The peak potential (Ep) for peaks R1, R2, O1, and O2 was obtained over the range pH 2–8 (Figure 2). All of the peaks observed were found to be pH dependent. Plots of the Ep values of peaks R1, R2, and O2 against pH were found to give slope close the Nernst theoretical values of 59 mV/pH indicating an equal number of protons and electrons were involved in their reductions or oxidations. However, peak O1 was found to have a break point at pH 4.1. It is possible that this is a result of acid dissociation (pKa) associated with the phenol group. The pKa of 2,4-dinitrophenol is 4.13 [54], which is close to the result obtained. Consequently, we believe that oxidation process seen at O1 is related to the oxidation of the phenolic group. However, this oxidation is not observable with prior reduction of the molecule and is, presumably, a result of an inductive effect on the hydroxylamine oxidation. The possibility of direct electrochemical oxidation of 2,4-DNP via one-electron oxidation of the phenolic group has been demonstrated previously [55]. However, we have not seen evidence for this in the cyclic voltammetric investigation conducted here.

3.3. Double Potential Step Chronoamperometry

Chronoamperometry offers the possibility of simple operation and utility outside of the laboratory with small sample volumes. In comparison to other amperometric techniques, chronoamperometry can give an improved signal-to-noise ratio as the current can be integrated over longer time intervals. As we were interested in determining low concentrations of 2,4-DNP, we chose to investigate the possibility of utilising a chronoamperometric measure step for the determination of 2,4-DNP. We focused our investigations on the anodic oxidation of the electrochemically generated hydroxylamine species (Equation 2). This offers analytical advantages, as it avoids interference from the reduction of sample components, such as oxygen and common metal ions.
We first investigated the chronoamperometric behaviour of a quiescent 10 % acetonitrile 0.1 M pH 2 phosphate buffer in the presence and absence of 1 mM 2,4-DNP. A potential of -1.4 V was applied for 30 s to reduce 2,4-DNP to its corresponding hydroxylamine (Equation 1). The potential was step to +1.0 V and held for 60 s to oxidise the hydroxylamine formed to the nitrosamine, giving the analytical signal (Figure 3a). Plots of current (i) vs. the inverse of the square root of time (t) showed the response to follow Cottrell type behaviour (Figure 3b) [56].

3.4. The Effect of pH on the Chronoamperometric Response

The chronoamperometric current response was found to be pH dependent over the range studied (Figure 4) and was found to decrease with increasing pH. This was likely due to the stabilisation of the nitro groups of 2,4-DNP by the phenolate anion. The maximum peak current of the oxidation peak O1 was on found at pH 2.0. Therefore, subsequent studies were undertaken using a supporting electrolyte of 0.1 M pH 2.0 phosphate buffer.

3.5. Optimisation of Chronoamperometric Step Potentials

We first optimised the applied reduction potential used in the first step of the chronoamperometric measurement. The effect of this reduction potential was investigated over the range -0.4 V to -1.5 V by monitoring the resulting oxidation current recorded at +1.0 V (Figure 5). The oxidative chronoamperometric response was found to increase with increasing negative potential over the range -0.4 V to -0.9 V. At more negative potentials the oxidative response was found to reach a constant. However, as the potential beyond -1.0 V was made more negative the precision of the measurement improved with the lowest coefficient of variation (3.2 %) being obtained at -1.4 V. Consequently, an applied potential of -1.4 V was used for step 1 (reduction) of the chronoamperometric measurement in further studies.
We next investigated the oxidative measurement step (step 2). The effect of applied potential was studied over the range +0.2 V to +1.0 V. In this investigation, the resulting chronoamperometric signal was found to increase with increasing positive potential over the range +0.2 V to +0.8 V. The signal was found to become constant at more positive potentials and so further studies were undertaken using an applied step 2 potential of +0.8 V.

3.6. The Effect of Time on the Chronoamperometric Response

The effect of step 1 reduction time on the resulting oxidative chronoamperometric response was investigated over the range 10 s to 120 s. The response (oxidation signal) was found to increase with time, following a log relationship (Figure 6). In this proof-of-concept investigation based on a balance of time against sensitivity, a step 1 reduction time of 60 s was selected and used in further investigations.

3.7. Calibration Curve and Limit of Detection

Initial studies were undertaken to study the effect of 2,4-DNP concentrations on the magnitude of the chronoamperometric response. The calibration plot was found to be linear from 50 µM to 1.0 mM (R2 = 0.9978), with a detection limit of 7.8 µM (based on a signal-to-noise ratio of three).

3.8. Analytical Application

The optimised procedure was used to determine the concentration of 2,4-DNP in fortified and unfortified environmental pond water samples (typical amperograms shown in Figure 7). A mean recovery of 106 % was obtained with an associated coefficient of variation of 3.6 %. These results show that the optimised chronoamperometric method is capable of determining 2,4-DNP in environmental water samples.

4. Conclusions

This is the first example of the voltammetric behaviour and chronoamperometric determination of 2,4-DNP at a fully 3D printed carbon nanofiber–graphite–polystyrene electrode. A simple double potential step chronoamperometric assay for 2,4-DNP was developed and well-defined amperometric signals can be obtained with a detection limit of 7.8 µM and a linear response from 50 µM up to 1.0 mM (R2 = 0.9978). A mean recovery of 106 % (% CV = 3.6 %) was obtained for an environmental water sample fortified with 50 µM 2,4-DNP.
The results show that these 3D printed working electrodes can be utilised as viable alternatives to those fabricated from traditional materials and reliable data may be obtained for the determination of 2,4-DNP. The performance characteristics are similar to those previously reported at traditional electrode materials such as Hg modified Ag electrodes with detection limits ranging between 2.7 µM [57] to 10 µM [58] being reported. Notably, the detection limit is an improvement on that at Pt and Au electrodes of 85 µM [59]. A number of reports have shown that lower limits of detection can be obtained at carbon-based electrodes fabricated from more traditional materials such as glassy carbon. However, these have utilised secondary modifications to the electrode surface; including surfactants [60], graphene and molecularly printed polymers [61], metal nanoparticles [62], and sample preparation steps such as solid phase extraction [63] and liquid chromatography [64,65].

Author Contributions

Conceptualization, D.S.S. and K.C.H.; methodology, K.C.H; software, Z.R. and P.I.; validation, D.S.S. and K.C.H.; investigation, D.S.S. and K.C.H.; resources, K.C.H., Z.R. and P.I.; writing—original draft preparation, D.S.S. and K.C.H.; writing—review and editing, D.S.S. and K.C.H.; supervision, K.C.H.; project administration, K.C.H.; funding acquisition, K.C.H. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data will be made available on request.

Acknowledgments

The authors are grateful to the School of Applied Sciences, the Institute of Bio-Sensing Technology, University of the West of England, and the Department of Mechanical Engineering, University of Bath.

Conflicts of Interest

The authors declare no conflicts of interest.

Abbreviations

The following abbreviations are used in this manuscript:
Ag/AgCl Silver/Silver Chloride
ATP Adenosine Triphosphate
CAD Computer-Aided Design
CV Cyclic Voltammetry
2,4-DNP 2,4-Dinitrophenol
LC50 Median Lethal Concentration

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Scheme 1. Potential waveform for double potential step chronoamperometry. Step 1, -1.4 V from 0 to 60 s; Step 2, 0.8 V 60 to 120 s.
Scheme 1. Potential waveform for double potential step chronoamperometry. Step 1, -1.4 V from 0 to 60 s; Step 2, 0.8 V 60 to 120 s.
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Figure 1. Cyclic voltammograms recorded at a 3D printed carbon nanofiber–graphite–polystyrene electrode for a 1.0 mM solution of 2,4-dinitrophenol in 10% acetonitrile, buffered with 100 mM phosphate at pH 2 at a scan rate of 50 mV/s for solid line: Starting and ending potential at 0.0 V, initial switching potential at -1.5 V, and second switching potential at +1.0 V. Dashed line: Starting and ending potential at 0.0 V, initial switching potential at +1.0 V, and second switching potential at -1.5 V.
Figure 1. Cyclic voltammograms recorded at a 3D printed carbon nanofiber–graphite–polystyrene electrode for a 1.0 mM solution of 2,4-dinitrophenol in 10% acetonitrile, buffered with 100 mM phosphate at pH 2 at a scan rate of 50 mV/s for solid line: Starting and ending potential at 0.0 V, initial switching potential at -1.5 V, and second switching potential at +1.0 V. Dashed line: Starting and ending potential at 0.0 V, initial switching potential at +1.0 V, and second switching potential at -1.5 V.
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Figure 2. Plot of Ep vs. pH for 2,4-dinitrophenol. (i) peak O2, (ii) peak O1, (iii) peak R1, (iv) peak R2.
Figure 2. Plot of Ep vs. pH for 2,4-dinitrophenol. (i) peak O2, (ii) peak O1, (iii) peak R1, (iv) peak R2.
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Figure 3. (a) Chronoamperometric response obtained in the presence (solid line) and absence (dashed line) of 1 mM 2,4-DNP; (b) Cottrell plot of 1 mM 2,4-DNP obtained from the chronoamperometric response (a).
Figure 3. (a) Chronoamperometric response obtained in the presence (solid line) and absence (dashed line) of 1 mM 2,4-DNP; (b) Cottrell plot of 1 mM 2,4-DNP obtained from the chronoamperometric response (a).
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Figure 4. Chronoamperometric response versus pH for 1.0 mM 2,4-DNP. Each point is the mean of three separate measurements. Error bars represent ± σ.
Figure 4. Chronoamperometric response versus pH for 1.0 mM 2,4-DNP. Each point is the mean of three separate measurements. Error bars represent ± σ.
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Figure 5. Effect of reduction and oxidation step potentials. Each point is the mean of three separate measurements. Error bars represent ± σ.
Figure 5. Effect of reduction and oxidation step potentials. Each point is the mean of three separate measurements. Error bars represent ± σ.
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Figure 6. Effect of reduction step time on resulting chronoamperogram. Each point is the mean of three separate measurements. Error bars represent ± σ.
Figure 6. Effect of reduction step time on resulting chronoamperogram. Each point is the mean of three separate measurements. Error bars represent ± σ.
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Figure 7. 2,4-DNP-fortified samples of an environmental water sample measured by double potential step chronoamperometry.
Figure 7. 2,4-DNP-fortified samples of an environmental water sample measured by double potential step chronoamperometry.
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