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Synthetic Metals 159 (2009) 2333–2337
Contents lists available at ScienceDirect
Synthetic Metals
journal homepage: www.elsevier.com/locate/synmet
Sensor arrays to detect humic substances and Cu(II) in waters
Fabio L. Leitea,c
, Alessandra Firminoa,b
, Carlos E. Boratoa,b
, Luiz H.C. Mattosoa
,
Wilson T.L. da Silvaa
, Osvaldo N. Oliveira Jr.b,∗
a
Alan G. MacDiarmid Institute for Innovation, Embrapa Agricultural Instrumentation, P.O. Box 741, 13560-970, São Carlos, SP, Brazil
b
Institute of Physics of São Carlos, University of São Paulo (USP), P.O. Box 369, 13560-970, São Carlos, SP, Brazil
c
Federal University of São Carlos (UFSCar), P.O. Box 3031, 18052-780, Rod. João Leme dos Santos, km 110 (SP 264), Sorocaba, SP, Brazil
a r t i c l e i n f o
Article history:
Received 8 August 2008
Received in revised form 25 July 2009
Accepted 31 July 2009
Available online 31 August 2009
Keywords:
Humic substances
AFM
Metal complexes
Water
Sensors
Heavy metals
a b s t r a c t
The interaction between poly(o-ethoxyaniline) (POEA) adsorbed onto solid substrates and humic sub-
stances (HS) and Cu2+
ions has been investigated using UV–vis spectroscopy and atomic force microscopy
(AFM). Both HS and Cu2+
are able to dope POEA and change film morphology. This interaction was
exploited in a sensor array made with nanostructured films of POEA, sulfonated lignin and HS, which
could detect small concentrations of HS and Cu2+
in water.
© 2009 Elsevier B.V. All rights reserved.
1. Introduction
One of the main challenges facing materials scientists is to
develop devices that may help solve problems associated with
degradation of the environment, as is the case of sensors to mon-
itor the quality of water resources. In water treatment plants for
human consumption, for instance, detecting humic substances is
important as they facilitate the transport of organic and inorganic
pollutants across the water treatment facilities. Indeed, humic sub-
stances affect the activity of cations and organic substances, thereby
controlling their biological availability, toxicity and physicochem-
ical properties [1,2]. Furthermore, upon reacting with chloride
during water disinfection, humic substances can produce the car-
cinogenic trihalomethanes [3].
Humic substances are ubiquitous in the natural environment,
including in soils, sediments, and various surface and ground
waters [4]. Their detection in natural waters is important due to the
interaction and complexation with metals such as Cu2+. Metals are
not chemically or biologically degraded, and therefore represent a
potential risk to the environment [5,6]. They can be found in solu-
tion or in the solid phase depending on their oxidation state and
complexation with inorganic or organic substances. The mobility
in soils also depends on the concentration of the metal and on the
∗ Corresponding author.
E-mail address: chu@if.sc.usp.br (O.N. Oliveira Jr.).
acidity and buffer capacity of the soil. If large quantities of metal/HS
complexes are disintegrated, equally large amounts of free metals
will be released, making the water potentially toxic [7].
Although films of conducting polymers are already used as
active elements in sensor devices, e.g., “electronic noses” [8] and
“electronic tongues” [9], there is interest in the development of new
materials to be used as environmental sensors. The high electrical
conductivity and good environmental stability of doped polyaniline
(PANI) and its derivatives, e.g., the poly(o-ethoxyaniline) (POEA),
have made it possible to produce chemical sensors [10,11].
In this paper, we describe the interaction of solutions containing
HS and Cu2+ with nanostructured films of POEA. Then, we exploit
the strong dependence of the electrical properties of nanostruc-
tured films on small changes in solutions to produce a sensor array
capable of detecting HS and Cu2+. More specifically, we employ the
concept of electronic tongues [9] with a sensor array made with
POEA and sulfonated lignin films adsorbed onto interdigitated gold
electrodes. A comparison is then made with an array consisting of
bare chrome electrodes.
2. Experimental
Sulfonated lignin (SL) was obtained by modifying lignin,
extracted from cellulose pulp, by breaking the bonds in the ␣ carbon
of phenol units and incorporating HSO3
− groups in acidic media,
which increases solubility in water. Films were obtained with
the Layer-by-Layer (LbL) assembly method [12], which consists
0379-6779/$ – see front matter © 2009 Elsevier B.V. All rights reserved.
doi:10.1016/j.synthmet.2009.07.058
2334 F.L. Leite et al. / Synthetic Metals 159 (2009) 2333–2337
in the alternate deposition of POEA and SL layers during an immer-
sion time of 3 min (POEA/SL films). They were characterized using
UV–vis spectroscopy (Hitachi U2001 model). The LbL films were
adsorbed on quartz substrates that were cleaned according to the
procedure described by Kern [13]. SL was provided by Melbar
(Brazil) in the form of sodium lignosulfonate (Vivilex SD) and used
as received. According to the producer, SL has 6.5% of reductor sug-
ars and an Mw of 3000 g mol−1 [14]. Obtaining soluble complexes
of POEA–SL was only possible after a systematic investigation of the
effects from preparation conditions. Aliquots of stock aqueous solu-
tions (in Milli-Q water) at pH 3.0 of POEA at 0.4 g L−1 or 1 × 10−3 M
(based on the tetramer unit mass, 692 g mol−1) and of SL at 0.3 g L−1
or 1 × 10−3 M (based on the C9 unit mass, 298 g mol−1) were mixed
under magnetic stirring for 5 min.
LbL films of POEA, POEA/SL films and of the complex between
POEA and SL (POEA-ES films) were used as conducting materials.
POEA was chemically synthesized in the emeraldine salt form fol-
lowing the procedures described by Mattoso et al. [14]. For film
fabrication, POEA solutions were prepared as described by Leite et
al. [15], with pH adjusted to 5.0.
The aquatic humic substances were extracted from water sam-
ples collected from João Pereira River (23◦47 10 S; 46◦04 10 W),
in the city of Bertioga, Brazil. They were prepared initially in a
concentration of 20 mg L−1. Details concerning the HA extraction,
purification, and characterization can be found in Ref. [16]. Briefly,
HA was extracted from peat using NaOH solution and purified
according to the International Humic Substances Society (IHSS)
[17]. The chemical interaction between POEA (film and aqueous
solution), HS and Cu2+ ions were evaluated using UV–vis spec-
troscopy. Atomic force microscopy measurements were carried out
in the non-contact mode using a Topometrix TMX 2010 atomic
force microscope to investigate the surface topography of POEA
films after interacting with HS and Cu2+.
The sensing units for the sensor array were produced by deposit-
ing the LbL films onto interdigitated gold electrodes [9]. The array
contained 6 sensing units made from different materials includ-
ing POEA, sulfonated lignin and humic substances. Also used was
another sensor array, containing 5 sensing units made with chrome
electrodes with no films, in a strategy developed by Borato et
al. [18]. The CuSO4 5H2O initial solution was prepared at a con-
centration of 50 mg L−1. The detection of HS in water and the
complexation with Cu2+ ions were carried by additions of: (i) HS
in distilled water; (ii) CuSO4 5H2O in distilled water and (iii) CuSO4
5H2O in aqueous HS solution (20 mg L−1). Impedance spectroscopy
was employed to characterize the water and HS samples. All mea-
surements were taken at frequencies varying from 200 Hz to 1 kHz,
and the film capacitance calculated using an equivalent electric
circuit for the film/electrolyte system. The data were treated with
Principal Component Analysis (PCA) [9].
3. Results and discussion
Fig. 1 shows the UV–vis spectra of POEA in solution (a) and in
a one-layer film (b), featuring a band at 300 nm due to ␲–␲* tran-
sitions of the aromatic rings and another at larger wavelengths,
which may denote the doping state. POEA is already partially doped,
particularly in solution. Both in solution and in the film, interaction
with HS or Cu2+ causes further doping, which is indicated by the
shift to higher wavelengths in the polaronic band at ∼720–770 nm.
For HS the additional doping is explained by the acidic groups
(phenolic and carboxylic) in the structure. This interpretation is
consistent with Venancio et al. [19], who have shown that HS induce
doping of POEA by protonation and may extend the doping state of
PANI derivatives up to higher pHs. For Cu2+ solution, doping may
be attributed to a screening effect of the counterions of the positive
Fig. 1. (a) UV–vis absorption spectra for POEA in (a) solution and (b) in film adsorbed
onto a glass substrate, depicting interaction with HS and Cu2+
ions.
charges in the conducting polymer, which facilitates protonation
of POEA [12].
Fig. 2 shows AFM micrographs of POEA films, as deposited,
and after being immersed for 20 min into solutions containing HS,
HS/Cu2+ and Cu2+ ions and then dried. For the as-deposited POEA
film adsorbed during 3 min, the image in Fig. 2a displays a globu-
lar morphology with grains distributed all over the sample surface,
similar to images from the literature [20,21]. The appearance of
smaller domains in Fig. 2b may be due to the incorporation of coun-
terions from HS in the polymeric matrix of POEA, causing changes
in morphology. The same occurs for the film immersed in HS/Cu2+
complex in Fig. 2c. When only Cu2+ interacts with POEA, in the
absence of HS, there are apparently Cu2+ nanostructures over the
film surface. This analysis illustrates how film morphology may be
affected by interaction between cations and the film. The inter-
action between POEA in the film and HS or Cu2+ increases film
roughness, as indicated in Fig. 2, especially for Cu2+. Such changes
in morphology may be due to a rearrangement of POEA chains in
solution caused by interaction with Cu2+ ions and water [15].
It is possible that the morphology changes should also affect
the electrical response of sensing units produced from nanostruc-
tured POEA films, which can be easily built using the LbL method
as well documented in the literature [22,23]. Indeed, LbL films have
been used in sensors, biosensors and in chemically modified sur-
faces [20,24]. In order to verify the possible changes in the electrical
properties, a sensor array was used which contained the following
sensing units: bare gold electrode, POEA film, POEA/SL film, POEA-
F.L. Leite et al. / Synthetic Metals 159 (2009) 2333–2337 2335
Fig. 2. AFM images for (a) as-deposited POEA film (RMS = 3.5 nm), (b) POEA films after being immersed into solutions containing HS (RMS = 20.7 nm), (c) HS/Cu2+
(RMS = 67.9 nm) and (d) Cu2+
(RMS = 983.1 nm).
LS (complexed) film, POEA/HS film and HS film. Note that HS is now
used in nanostructured films obtained by physical adsorption. In a
subsidiary experiment, a sensor array built with five bare chrome
electrodes was employed. Measurements were carried out with the
sensing units immersed into distilled water or aqueous solutions
containing HS or Cu2+ ions. The PCA plot in Fig. 3a shows that a
distinction can be made of the capacitance data for solutions with
various concentrations of HS (0.5, 1, 5, 10, 20 and 50) mg L−1, and
distilled water. Moreover, the first principal component increased
monotonically with the HS concentration. The data for capacitance
obtained with sensing units immersed in Cu2+ solutions with con-
centrations of 1, 2, 4, 6, 8 and 10 mg L−1 are shown in Fig. 3b. With
the exception of 1 mg L−1, whose signal almost coincided with dis-
tilled water, concentrations of 2 mg L−1 or higher could be detected.
The effects of adding Cu2+ into a HS aqueous solution can be
monitored with electrical measurements, as indicated by the PCA
Fig. 3. (a) PCA for HS aqueous solutions and (b) PCA for Cu2+
aqueous solutions.
2336 F.L. Leite et al. / Synthetic Metals 159 (2009) 2333–2337
Fig. 4. PCA plot for (a) standard addition of Cu2+
in HS aqueous solution (20 mg L−1
)
and (b) for Cu2+
solutions, obtained with the sensor array made up of 5 chrome
electrodes (no film deposited).
plot in Fig. 4a, in which one can distinguish between the vari-
ous concentrations of Cu2+ added to a solution of 20 mg L−1 of HS.
In subsidiary experiments, we observed that if the HS concentra-
tion is increased – say to 50 mg L−1 – the effects from adding Cu2+
become less important. This occurs because humic acids complex
with metal ions and change the electrical properties of the latter.
HS can also hamper the electrical contact between metal ions and
the electrode surface [25], which tends to decrease the sensitivity
of the sensor array, as observed experimentally.
In attempts to reduce cost and increase sensitivity of taste
sensors we have found out that a novel, inexpensive set of
chrome-deposited electrodes may be used in impedance spec-
troscopy measurements for sensing with good performance [18].
The electrical response of these electrodes differed from each
other owing to their distinct morphologies. Fig. 4b illustrates
this finding for detection of Cu2+ ions with several concentra-
tions (1, 2, 4, 6, 8 and 10 mg L−1). That a sensor array with no
films could be equally efficient in detecting trace amounts of
ions indicates the predominance of interfacial phenomena gov-
erning the electrical response. It is clear therefore that as far as
the sensing ability is concerned, one may merely employ bare
metal electrodes. However, the distinct interactions with POEA
films demonstrated here point to a further avenue to explore,
in which non-specific interactions may be combined with spe-
cific interactions. Indeed, this appears to be the case of highly
efficient sensors made of nanostructured films of humic acid,
which are capable of detecting pentachlorophenol down to 10−10 M
[26].
The sensing units could be reused after the experiments with
the liquid samples and then being cleaned with copious amounts
of pure water. This was tested by repeating all the experiments
five times, with the sensing units being immersed in solutions with
concentrations varying from 0 to 10 mg L−1 and back. All the sen-
sors showed good reproducibility and reversibility in the response,
which may be ascribed to a good stability of the LbL films. The data
were extracted from impedance spectroscopy measurements, and
refer to the capacitance of the system at 200 Hz. For all frequen-
cies studied, viz. 200, 400, 600, 800, and 1000 Hz, it was possible
to distinguish between the different samples; however, only at
low frequencies was it possible to distinguish between low con-
centration solutions and pure water. The reason for the higher
sensitivity at 200 Hz is associated with the physical phenomena
governing the electrical response, especially double-layer effects
[18].
4. Conclusions
The interaction between a POEA film in the sensing units and
HS/Cu2+ complexes in liquid samples was investigated using atomic
force microscopy and UV–vis spectroscopy. With the latter, we
observed that the absorption spectra of POEA films are altered
owing to contact with HS and Cu2+ ions, thus indicating important
interactions between these substances. With the electronic tongue
concept with a sensor array either containing nanostructured films
of POEA, SL and HS, or a set of bare chrome electrodes, we could
distinguish between water samples containing humic substances
and different concentrations of Cu2+. Using such sensor arrays may
therefore be a fast, low-cost strategy to monitor the quality of water
in treatment plants.
Acknowledgments
This work was supported by Embrapa Instrumentac¸ ão
Agropecuária, São Carlos, Fapesp, CNPq, Rede Nanobiotec and
CT-HIDRO (Brazil).
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Sensor arrays to detect humic substances and cu(ii) in waters

  • 1. Synthetic Metals 159 (2009) 2333–2337 Contents lists available at ScienceDirect Synthetic Metals journal homepage: www.elsevier.com/locate/synmet Sensor arrays to detect humic substances and Cu(II) in waters Fabio L. Leitea,c , Alessandra Firminoa,b , Carlos E. Boratoa,b , Luiz H.C. Mattosoa , Wilson T.L. da Silvaa , Osvaldo N. Oliveira Jr.b,∗ a Alan G. MacDiarmid Institute for Innovation, Embrapa Agricultural Instrumentation, P.O. Box 741, 13560-970, São Carlos, SP, Brazil b Institute of Physics of São Carlos, University of São Paulo (USP), P.O. Box 369, 13560-970, São Carlos, SP, Brazil c Federal University of São Carlos (UFSCar), P.O. Box 3031, 18052-780, Rod. João Leme dos Santos, km 110 (SP 264), Sorocaba, SP, Brazil a r t i c l e i n f o Article history: Received 8 August 2008 Received in revised form 25 July 2009 Accepted 31 July 2009 Available online 31 August 2009 Keywords: Humic substances AFM Metal complexes Water Sensors Heavy metals a b s t r a c t The interaction between poly(o-ethoxyaniline) (POEA) adsorbed onto solid substrates and humic sub- stances (HS) and Cu2+ ions has been investigated using UV–vis spectroscopy and atomic force microscopy (AFM). Both HS and Cu2+ are able to dope POEA and change film morphology. This interaction was exploited in a sensor array made with nanostructured films of POEA, sulfonated lignin and HS, which could detect small concentrations of HS and Cu2+ in water. © 2009 Elsevier B.V. All rights reserved. 1. Introduction One of the main challenges facing materials scientists is to develop devices that may help solve problems associated with degradation of the environment, as is the case of sensors to mon- itor the quality of water resources. In water treatment plants for human consumption, for instance, detecting humic substances is important as they facilitate the transport of organic and inorganic pollutants across the water treatment facilities. Indeed, humic sub- stances affect the activity of cations and organic substances, thereby controlling their biological availability, toxicity and physicochem- ical properties [1,2]. Furthermore, upon reacting with chloride during water disinfection, humic substances can produce the car- cinogenic trihalomethanes [3]. Humic substances are ubiquitous in the natural environment, including in soils, sediments, and various surface and ground waters [4]. Their detection in natural waters is important due to the interaction and complexation with metals such as Cu2+. Metals are not chemically or biologically degraded, and therefore represent a potential risk to the environment [5,6]. They can be found in solu- tion or in the solid phase depending on their oxidation state and complexation with inorganic or organic substances. The mobility in soils also depends on the concentration of the metal and on the ∗ Corresponding author. E-mail address: chu@if.sc.usp.br (O.N. Oliveira Jr.). acidity and buffer capacity of the soil. If large quantities of metal/HS complexes are disintegrated, equally large amounts of free metals will be released, making the water potentially toxic [7]. Although films of conducting polymers are already used as active elements in sensor devices, e.g., “electronic noses” [8] and “electronic tongues” [9], there is interest in the development of new materials to be used as environmental sensors. The high electrical conductivity and good environmental stability of doped polyaniline (PANI) and its derivatives, e.g., the poly(o-ethoxyaniline) (POEA), have made it possible to produce chemical sensors [10,11]. In this paper, we describe the interaction of solutions containing HS and Cu2+ with nanostructured films of POEA. Then, we exploit the strong dependence of the electrical properties of nanostruc- tured films on small changes in solutions to produce a sensor array capable of detecting HS and Cu2+. More specifically, we employ the concept of electronic tongues [9] with a sensor array made with POEA and sulfonated lignin films adsorbed onto interdigitated gold electrodes. A comparison is then made with an array consisting of bare chrome electrodes. 2. Experimental Sulfonated lignin (SL) was obtained by modifying lignin, extracted from cellulose pulp, by breaking the bonds in the ␣ carbon of phenol units and incorporating HSO3 − groups in acidic media, which increases solubility in water. Films were obtained with the Layer-by-Layer (LbL) assembly method [12], which consists 0379-6779/$ – see front matter © 2009 Elsevier B.V. All rights reserved. doi:10.1016/j.synthmet.2009.07.058
  • 2. 2334 F.L. Leite et al. / Synthetic Metals 159 (2009) 2333–2337 in the alternate deposition of POEA and SL layers during an immer- sion time of 3 min (POEA/SL films). They were characterized using UV–vis spectroscopy (Hitachi U2001 model). The LbL films were adsorbed on quartz substrates that were cleaned according to the procedure described by Kern [13]. SL was provided by Melbar (Brazil) in the form of sodium lignosulfonate (Vivilex SD) and used as received. According to the producer, SL has 6.5% of reductor sug- ars and an Mw of 3000 g mol−1 [14]. Obtaining soluble complexes of POEA–SL was only possible after a systematic investigation of the effects from preparation conditions. Aliquots of stock aqueous solu- tions (in Milli-Q water) at pH 3.0 of POEA at 0.4 g L−1 or 1 × 10−3 M (based on the tetramer unit mass, 692 g mol−1) and of SL at 0.3 g L−1 or 1 × 10−3 M (based on the C9 unit mass, 298 g mol−1) were mixed under magnetic stirring for 5 min. LbL films of POEA, POEA/SL films and of the complex between POEA and SL (POEA-ES films) were used as conducting materials. POEA was chemically synthesized in the emeraldine salt form fol- lowing the procedures described by Mattoso et al. [14]. For film fabrication, POEA solutions were prepared as described by Leite et al. [15], with pH adjusted to 5.0. The aquatic humic substances were extracted from water sam- ples collected from João Pereira River (23◦47 10 S; 46◦04 10 W), in the city of Bertioga, Brazil. They were prepared initially in a concentration of 20 mg L−1. Details concerning the HA extraction, purification, and characterization can be found in Ref. [16]. Briefly, HA was extracted from peat using NaOH solution and purified according to the International Humic Substances Society (IHSS) [17]. The chemical interaction between POEA (film and aqueous solution), HS and Cu2+ ions were evaluated using UV–vis spec- troscopy. Atomic force microscopy measurements were carried out in the non-contact mode using a Topometrix TMX 2010 atomic force microscope to investigate the surface topography of POEA films after interacting with HS and Cu2+. The sensing units for the sensor array were produced by deposit- ing the LbL films onto interdigitated gold electrodes [9]. The array contained 6 sensing units made from different materials includ- ing POEA, sulfonated lignin and humic substances. Also used was another sensor array, containing 5 sensing units made with chrome electrodes with no films, in a strategy developed by Borato et al. [18]. The CuSO4 5H2O initial solution was prepared at a con- centration of 50 mg L−1. The detection of HS in water and the complexation with Cu2+ ions were carried by additions of: (i) HS in distilled water; (ii) CuSO4 5H2O in distilled water and (iii) CuSO4 5H2O in aqueous HS solution (20 mg L−1). Impedance spectroscopy was employed to characterize the water and HS samples. All mea- surements were taken at frequencies varying from 200 Hz to 1 kHz, and the film capacitance calculated using an equivalent electric circuit for the film/electrolyte system. The data were treated with Principal Component Analysis (PCA) [9]. 3. Results and discussion Fig. 1 shows the UV–vis spectra of POEA in solution (a) and in a one-layer film (b), featuring a band at 300 nm due to ␲–␲* tran- sitions of the aromatic rings and another at larger wavelengths, which may denote the doping state. POEA is already partially doped, particularly in solution. Both in solution and in the film, interaction with HS or Cu2+ causes further doping, which is indicated by the shift to higher wavelengths in the polaronic band at ∼720–770 nm. For HS the additional doping is explained by the acidic groups (phenolic and carboxylic) in the structure. This interpretation is consistent with Venancio et al. [19], who have shown that HS induce doping of POEA by protonation and may extend the doping state of PANI derivatives up to higher pHs. For Cu2+ solution, doping may be attributed to a screening effect of the counterions of the positive Fig. 1. (a) UV–vis absorption spectra for POEA in (a) solution and (b) in film adsorbed onto a glass substrate, depicting interaction with HS and Cu2+ ions. charges in the conducting polymer, which facilitates protonation of POEA [12]. Fig. 2 shows AFM micrographs of POEA films, as deposited, and after being immersed for 20 min into solutions containing HS, HS/Cu2+ and Cu2+ ions and then dried. For the as-deposited POEA film adsorbed during 3 min, the image in Fig. 2a displays a globu- lar morphology with grains distributed all over the sample surface, similar to images from the literature [20,21]. The appearance of smaller domains in Fig. 2b may be due to the incorporation of coun- terions from HS in the polymeric matrix of POEA, causing changes in morphology. The same occurs for the film immersed in HS/Cu2+ complex in Fig. 2c. When only Cu2+ interacts with POEA, in the absence of HS, there are apparently Cu2+ nanostructures over the film surface. This analysis illustrates how film morphology may be affected by interaction between cations and the film. The inter- action between POEA in the film and HS or Cu2+ increases film roughness, as indicated in Fig. 2, especially for Cu2+. Such changes in morphology may be due to a rearrangement of POEA chains in solution caused by interaction with Cu2+ ions and water [15]. It is possible that the morphology changes should also affect the electrical response of sensing units produced from nanostruc- tured POEA films, which can be easily built using the LbL method as well documented in the literature [22,23]. Indeed, LbL films have been used in sensors, biosensors and in chemically modified sur- faces [20,24]. In order to verify the possible changes in the electrical properties, a sensor array was used which contained the following sensing units: bare gold electrode, POEA film, POEA/SL film, POEA-
  • 3. F.L. Leite et al. / Synthetic Metals 159 (2009) 2333–2337 2335 Fig. 2. AFM images for (a) as-deposited POEA film (RMS = 3.5 nm), (b) POEA films after being immersed into solutions containing HS (RMS = 20.7 nm), (c) HS/Cu2+ (RMS = 67.9 nm) and (d) Cu2+ (RMS = 983.1 nm). LS (complexed) film, POEA/HS film and HS film. Note that HS is now used in nanostructured films obtained by physical adsorption. In a subsidiary experiment, a sensor array built with five bare chrome electrodes was employed. Measurements were carried out with the sensing units immersed into distilled water or aqueous solutions containing HS or Cu2+ ions. The PCA plot in Fig. 3a shows that a distinction can be made of the capacitance data for solutions with various concentrations of HS (0.5, 1, 5, 10, 20 and 50) mg L−1, and distilled water. Moreover, the first principal component increased monotonically with the HS concentration. The data for capacitance obtained with sensing units immersed in Cu2+ solutions with con- centrations of 1, 2, 4, 6, 8 and 10 mg L−1 are shown in Fig. 3b. With the exception of 1 mg L−1, whose signal almost coincided with dis- tilled water, concentrations of 2 mg L−1 or higher could be detected. The effects of adding Cu2+ into a HS aqueous solution can be monitored with electrical measurements, as indicated by the PCA Fig. 3. (a) PCA for HS aqueous solutions and (b) PCA for Cu2+ aqueous solutions.
  • 4. 2336 F.L. Leite et al. / Synthetic Metals 159 (2009) 2333–2337 Fig. 4. PCA plot for (a) standard addition of Cu2+ in HS aqueous solution (20 mg L−1 ) and (b) for Cu2+ solutions, obtained with the sensor array made up of 5 chrome electrodes (no film deposited). plot in Fig. 4a, in which one can distinguish between the vari- ous concentrations of Cu2+ added to a solution of 20 mg L−1 of HS. In subsidiary experiments, we observed that if the HS concentra- tion is increased – say to 50 mg L−1 – the effects from adding Cu2+ become less important. This occurs because humic acids complex with metal ions and change the electrical properties of the latter. HS can also hamper the electrical contact between metal ions and the electrode surface [25], which tends to decrease the sensitivity of the sensor array, as observed experimentally. In attempts to reduce cost and increase sensitivity of taste sensors we have found out that a novel, inexpensive set of chrome-deposited electrodes may be used in impedance spec- troscopy measurements for sensing with good performance [18]. The electrical response of these electrodes differed from each other owing to their distinct morphologies. Fig. 4b illustrates this finding for detection of Cu2+ ions with several concentra- tions (1, 2, 4, 6, 8 and 10 mg L−1). That a sensor array with no films could be equally efficient in detecting trace amounts of ions indicates the predominance of interfacial phenomena gov- erning the electrical response. It is clear therefore that as far as the sensing ability is concerned, one may merely employ bare metal electrodes. However, the distinct interactions with POEA films demonstrated here point to a further avenue to explore, in which non-specific interactions may be combined with spe- cific interactions. Indeed, this appears to be the case of highly efficient sensors made of nanostructured films of humic acid, which are capable of detecting pentachlorophenol down to 10−10 M [26]. The sensing units could be reused after the experiments with the liquid samples and then being cleaned with copious amounts of pure water. This was tested by repeating all the experiments five times, with the sensing units being immersed in solutions with concentrations varying from 0 to 10 mg L−1 and back. All the sen- sors showed good reproducibility and reversibility in the response, which may be ascribed to a good stability of the LbL films. The data were extracted from impedance spectroscopy measurements, and refer to the capacitance of the system at 200 Hz. For all frequen- cies studied, viz. 200, 400, 600, 800, and 1000 Hz, it was possible to distinguish between the different samples; however, only at low frequencies was it possible to distinguish between low con- centration solutions and pure water. The reason for the higher sensitivity at 200 Hz is associated with the physical phenomena governing the electrical response, especially double-layer effects [18]. 4. Conclusions The interaction between a POEA film in the sensing units and HS/Cu2+ complexes in liquid samples was investigated using atomic force microscopy and UV–vis spectroscopy. With the latter, we observed that the absorption spectra of POEA films are altered owing to contact with HS and Cu2+ ions, thus indicating important interactions between these substances. With the electronic tongue concept with a sensor array either containing nanostructured films of POEA, SL and HS, or a set of bare chrome electrodes, we could distinguish between water samples containing humic substances and different concentrations of Cu2+. Using such sensor arrays may therefore be a fast, low-cost strategy to monitor the quality of water in treatment plants. Acknowledgments This work was supported by Embrapa Instrumentac¸ ão Agropecuária, São Carlos, Fapesp, CNPq, Rede Nanobiotec and CT-HIDRO (Brazil). References [1] C. Plaza, N. Senesi, A. Polo, G. Brunetti, Environ. Sci. Technol. 39 (2005) 7141. [2] C. Chen, X. Wang, H. Jiang, W. Hu, Colloids Surf. A 302 (2007) 121. [3] X. Zhang, R. Bai, J. Mater. Chem. 12 (2002) 2733. [4] M.N. Jones, N.D. Bryan, Adv. Colloid Interface Sci. 78 (1998) 1. [5] M. Meybeck, L. Lestel, P. Bonte, R. Moilleron, J.L. Colin, O. Rousselot, D. Herve, C. de Ponteves, C. Grosbois, D.R. Thevenot, Sci. Total Environ. 375 (2007) 204. [6] L. Lestel, M. Meybeck, D.R. Thevenot, Hydrol. Earth Syst. Sci. 11 (2007) 1781. [7] M.P. Zhang, T.M. Florence, Anal. Chim. Acta 197 (1987) 137. [8] C.P. de Melo, B.B. Neto, E.G. de Lima, L.F.B. de Lira, J.E.G. de Souza, Sens. Actuators B 109 (2005) 348. [9] A. Riul Jr., D.S. Santos Jr., K. Wohnrath, R. Tommazo, A.C.P.L.F. Carvalho, F.J. Fonseca, O.N. Oliveira Jr., L.H.C. 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