Applied Catalysis A: General 466 (2013) 32–37
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Applied Catalysis A: General
journal homepage: www.elsevier.com/locate/apcata
Solvent-free hydrothermal synthesis of anatase TiO2 nanoparticles
with enhanced photocatalytic hydrogen production activity
Ayad F. Alkaim a,b , Tarek A. Kandiel c,∗ , Falah H. Hussein d ,
Ralf Dillert a , Detlef W. Bahnemann a
a
Institut für Technische Chemie, Leibniz Universität Hannover, Callinstrasse 3, D-30167 Hannover, Germany
Department of Chemistry, College of Girls Sciences, Babylon University, Hilla, Iraq
c
Department of Chemistry, Faculty of Science, Sohag University, Sohag 82524, Egypt
d
Department of Chemistry, College of Science, Babylon University, Hilla, Iraq
b
a r t i c l e
i n f o
Article history:
Received 28 March 2013
Received in revised form 28 May 2013
Accepted 23 June 2013
Available online xxx
Keywords:
TiO2
Photocatalytic hydrogen production
EDTA
Photocatalysis
Anatase nanoparticles
a b s t r a c t
TiO2 nanoparticles exhibiting large surface area were synthesized by the hydrothermal treatment of
the water soluble titanium(IV) bis(ammoniumlactato) dihydroxide (TALH) complex in the presence of
aqueous ammonia. The obtained powders were characterized by X-ray diffraction, scanning electron
microscopy, diffuse reflectance spectroscopy, and nitrogen adsorption. Their photocatalytic activities
were assessed by the photocatalytic hydrogen evolution from aqueous EDTA solutions. The effects of Ptand photocatalyst loading, EDTA concentration, light intensity, pH, and temperature on the H2 evolution
rate were studied in detail. The highest reaction rate was obtained for the TiO2 photocatalyst loaded with
0.4–0.5 wt.% Pt at pH 5 and this was found to be 18 and 34% higher than that of TiO2 P25 and TiO2 UV100,
respectively. The reaction rate increased substantially with increasing the temperature from 5 ◦ C to 45 ◦ C.
1. Introduction
Recently, growing environmental concern and an increasing
energy demand are driving the search for new and sustainable
sources of energy. In particular, solar generated molecular hydrogen has attracted much attention because it can be regarded as
a renewable energy source and because its combustion produces
only water as a by-product without the emission of greenhouse
gases [1–3]. Hydrogen gas is currently produced from a variety of
primary sources, such as natural gas, naphtha, heavy oil, methanol,
biomass, wastes, coal, wind energy, hydropower, and nuclear
energy [4,5]. Nowadays, the photocatalytic hydrogen production
resulting from the water splitting reaction using metal oxide semiconductors, e.g. TiO2 , has attracted much attention because it is
an ideal process, utilizing the clean and abundant resources of
water and solar energy [6–11]. Unfortunately, the efficiency of the
photocatalytic water splitting reaction employing TiO2 is still low,
mainly due to the high recombination rate of photo-generated electron/hole pairs and the fast backward reaction of hydrogen and
oxygen to form water [12–14]. Loading the TiO2 surface with noble
metal islands, typically Pt, creates sinks for the electrons as well
∗ Corresponding author. Tel.: +2 093 4570000x2342.
E-mail address: kandiel@science.sohag.edu.eg (T.A. Kandiel).
0926-860X/$ – see front matter © 2013 Elsevier B.V. All rights reserved.
http://dx.doi.org/10.1016/j.apcata.2013.06.033
© 2013 Elsevier B.V. All rights reserved.
as active sites for the H2 formation, thus facilitating the separation
of e− /h+ pairs photogenerated in TiO2 and promoting the formation of H2 gas. Although the loading with a noble metal can reduce
the charge carrier recombination to some extent, hydrogen production from pure water-splitting is difficult to achieve since the
recombination of the electron–hole pairs cannot be completely
eliminated and the backward reaction of H2 and O2 to form H2 O is
thermodynamically favorable. [15–19] Therefore, electron donors
or carbonate salts as well as other mediators are usually required
to avoid this problem. Most research groups employ methanol as
electron donor for the photocatalytic H2 production on Pt loaded
TiO2 [20] while the hydrogen-rich EDTA molecule is, in comparison,
rarely being employed [21].
For the synthesis of anatase TiO2 nanoparticles, in most cases,
TiCl4 or titanium alkoxides are used as precursors. However, the
hydrolysis of TiCl4 and titanium alkoxides will inevitably take
place in water, even in moist air. Therefore, ice-cooled water
baths or organic solvents are often used to ensure a control
of the synthesis conditions. Hence, it is important to develop a
simple single step method for the preparation of anatase TiO2
nanoparticles in an aqueous environment at low temperatures.
In the present work, anatase TiO2 nanoparticles exhibiting a
large surface area were readily synthesized by the hydrothermal
treatment of aqueous solutions of commercially available titanium bis(ammoniumlactato) dihydroxide (TALH) in the presence
A.F. Alkaim et al. / Applied Catalysis A: General 466 (2013) 32–37
of aqueous ammonia. The advantages of the use of TALH as a TiO2
precursor are that it is a water-soluble precursor and, thus, does
not require an alcohol based solution and that it is stable at ambient temperature in air, hence eliminating the need of an inert
atmosphere during hydrolysis and condensation procedures. The
obtained TiO2 nanoparticles were employed as photocatalysts for
the hydrogen production from aqueous EDTA suspensions. EDTA
is widely used in industries and agriculture [22,23] and it is frequently present in sewage effluents, rivers, lakes, and groundwater
[24]. Thus, the photocatalytic removal of EDTA from water and the
simultaneous hydrogen production were studied here. The effects
of Pt- and photocatalyst loading, EDTA concentration, light intensity, pH, and temperature on the H2 evolution rate were studied in
detail.
2. Experimental
2.1. Materials
Titanium(IV) bis(ammoniumlactato) dihydroxide (TALH, 50%
aqueous solution), aqueous ammonia solution (28.0–30.0% NH3 ),
sodium hydroxide, Nitric acid (70%), and Ethylenediaminetetraacetic acid disodium salt dihydrate (99%) were purchased from
Sigma–Aldrich and used as received. All aqueous solutions were
prepared employing deionized water obtained from a SARTORIUS
ARIUM 611 apparatus (resistivity = 18.2 S cm−1 ).
2.2. Hydrothermal synthesis
TiO2 nanoparticles were prepared by the thermal hydrolysis of
titanium(IV) bis(ammoniumlactato) dihydroxide (TALH). Typically,
10 mL of an aqueous titanium(IV) bis(ammoniumlactato) dihydroxide solution was mixed with an aqueous ammonia solution. The
resulting solution volume was 100 mL and the concentration of
aqueous ammonia was adjusted to be 0.1, 1, 3, and 5.0 M, respectively. The resulting solution was transferred into a 250 mL Teflon
cup. Afterwards, the Teflon cup was sealed in an autoclave and
placed into an electric furnace held at 160 ◦ C for 24 h. Finally, the
autoclave was naturally cooled in air. The resulting TiO2 nanoparticles were separated by centrifugation, washed with water three
times and dried overnight in an oven at 60 ◦ C. The TiO2 samples
are denoted as TiO2 -x where x represents the aqueous ammonia
concentration.
33
scale factors, one background parameter, specimen displacement
and the zero point error were optimized. Profile shape calculations
were carried out on the basis of standard instrumental parameters
using the fundamental parameter approach implemented in the
program, varying also the average crystal size (integral breadth) of
the reflections. Structural data for the known phases were taken
from the PDF-2 database with the following PDF number: anatase
[21–1272].
Field-emission scanning electron microscopy (FE-SEM) measurements were carried out on a JEOL JSM-6700F field-emission
instrument, using a secondary electron detector (SE) at an accelerating voltage of 2.0 kV.
A Varian Cary 100 Scan UV–visible spectrophotometer system
equipped with a labsphere diffuse reflectance accessory was used
to obtain the reflectance spectra. Labsphere USRS-99–010 was
employed as a reflectance standard.
Single-point standard BET surface area measurements were carried out employing a Micromeritics AutoMate 23 instrument. The
gas mixture used for the adsorption determinations was 30% nitrogen and 70% helium. The TiO2 samples were previously heated to
150 ◦ C for approximately 30 min in order to clean the surface of
adsorbed organic compounds and humidity.
2.5. Photocatalytic H2 production
The photocatalytic molecular hydrogen production tests were
carried out in a double jacket Duran glass reactor (110 cm3 )
equipped with three outlets. The inner part of the reactor was a
cylindrical tube with a diameter of 4 cm and a height of 6.0 cm
[16]. In a typical run, the desired amount of Pt loaded TiO2 photocatalyst was suspended in 75 mL of an aqueous EDTA solution
(1–5 mmol L−1 ) by sonication. The resulting suspension was
transferred into the photoreactor and purged with Ar for 30 min to
remove dissolved O2 . The reactor was sealed with a silicone rubber
septum and repeatedly flushed with Ar for another 30 min until no
O2 and N2 were detected by gas chromatography in the headspace
above the suspension. Subsequently, the stopcocks were closed
and the photoreactor was connected to the cooling system. The
2.3. Preparation of Pt-loaded TiO2
Pt-loaded TiO2 was prepared by suspending 0.5 g of TiO2 powder in 100 mL water by sonication, followed by the addition of
the desired amount of hexachloroplatinic acid solution containing 5.0 × 10−4 –5.0 × 10−3 g of Pt [25]. The resulting suspension was
purged with Ar and illuminated by UV(A) light (1 mW cm−2 ) for
2 h under Ar atmosphere. Afterwards, 1 mL methanol was injected
and the suspension was subsequently illuminated overnight. The
Pt-loaded powders were separated by centrifugation, washed three
times with deionized water, and dried overnight in an oven at 60 ◦ C.
2.4. Characterizations
X-ray diffraction (XRD) data for the Rietveld phase analysis of
TiO2 have been recorded on a Phillips PW1800 diffractometer using
a reflection geometry with variable divergence slits, Cu-K␣1, and a
secondary monochromator. Three thousand data points were collected with a step width of 0.02◦ and 2 measurement times per
step in the 2 range from 20 to 80◦ . The phase analysis by the
Rietveld method was carried out by using the TOPAS 2.0 (Bruker
AXS) software. During the refinements, general parameters such as
Fig. 1. XRD diffraction patterns of TiO2 prepared by thermal hydrolysis of the TALH
complex in the presence of different concentrations of aqueous ammonia, and of
0.4 wt.% Pt loaded TiO2 , prepared in the presence of 1 M aqueous ammonia. Label A
indicate the Bragg positions for anatase.
34
A.F. Alkaim et al. / Applied Catalysis A: General 466 (2013) 32–37
Table 1
Properties of anatase TiO2 nanoparticle powders prepared from the TALH complex in the presence of different concentrations of aqueous ammonia.
Photocatalyst
Aqueous ammonia (M)
Rutile (wt.%)
Anatase (wt.%)
Crystallite size anatase (nm)
Crystallite size rutile (nm)
SBET (m2 g−1 )
TiO2 -0.1
TiO2 -1
TiO2 -3
TiO2 -5
TiO2 P25
TiO2 -UV100
0.1
1
3
5
–
–
–
–
–
–
18
–
100
100
100
100
82
100
7
8
7
7
31
9
–
–
–
–
49
–
248
189
177
178
52
301
photoreactor was irradiated from the outside using an Osram
XBO 1000 W Xenon lamp in a Müller LAX 1000 lamp housing. The
evolved gas was sampled at a constant rate through the silicone
rubber septum using a locking-type syringe. The sampled gas was
quantitatively analyzed using a gas chromatograph (Shimadzu 8A,
TCD detector). The GC was equipped with a molecular sieve 5 Å
packed column. For hydrogen analysis, the employed carrier gas
was Ar. The intensity of the UV(A) illuminations was controlled
by changing the distance of the reaction vessel from the light
source; this intensity was measured at the entrance window of the
photoreactor by a UV light meter (ultraviolet radiometer LTLutron
UVA-365).
3. Results and discussion
3.1. Characterization of the TiO2 photocatalysts
The thermal hydrolysis of the TALH complex in the presence of
aqueous ammonia leads to the formation of anatase TiO2 nanoparticles as revealed from the XRD diffraction patterns presented
in Fig. 1. It can be seen from Fig. 1 that all the diffractions can
be indexed to the anatase phase. Moreover, the diffraction data
were analyzed by the Rietveld method considering the whole pattern and not only single peaks. Thus, a higher sensitivity for low
phase contents is possible even when peak broadening due to
small crystallite sizes occurs. The Rietveld analysis proves that no
rutile or brookite is present in the powders synthesized under
the present conditions. The quantitative phase composition and
crystallite diameters of the nanocrystalline TiO2 powders as evident from the Rietveld analysis of the XRD data are given in
Table 1. No diffraction related to Pt was detected in the XRD
patterns of Pt loaded TiO2 powders, possibly because the Pt content on the TiO2 surface is low and the particle size of Pt is
small [26,27]. The BET surface area of the as-prepared powders was measured by nitrogen adsorption. The results are also
given in Table 1. It was found that when the aqueous ammonia
concentration employed in the synthesis process increases, the surface area decreases. This trend might be explained by the rapid
hydrolysis of the TALH complex at high aqueous ammonia concentration and the growth of the TiO2 particles, or by the different
aggregation nature of TiO2 nanoparticles. For comparison, the characteristic parameters of two commercial photocatalysts, i.e., Evonik
TiO2 P25 and Sachtleben Hombikat UV100, are also presented in
Table 1.
Fig. 2. SEM micrographs of anatase TiO2 nanoparticles prepared by the thermal hydrolysis of the TALH complex in the presence of (a) 0.1, (b) 1, (c) 3, and (d) 5 M aqueous
ammonia at 160 ◦ C for 24 h.
A.F. Alkaim et al. / Applied Catalysis A: General 466 (2013) 32–37
35
In order to investigate the particles’ morphology, the asprepared powders were investigated by field-emission scanning
electron microscopy (FE-SEM). Fig. 2 shows the micrographs of
the anatase TiO2 powder obtained by thermal hydrolysis of the
TALH precursor in the presence of different concentrations of aqueous ammonia. It is obvious from these micrographs that the pure
anatase powder aggregates from fine TiO2 nanoparticles in the size
range of 10 nm or even less. This finding is in good agreement with
the crystallite size predicted from the XRD analysis. The bandgap
energy of the as-prepared TiO2 powders was determined by diffuse reflectance measurements. Assuming that TiO2 has an indirect
optical transition [28,29], the plots of the modified Kubelka–Munk
function [F(R)E]1/2 calculated from the optical absorption spectra
versus the energy of the exciting light E indicate that TiO2 nanomaterials exhibit a bandgap energy of 3.2 eV in good agreement with
the value usually encountered in the literature.
3.2. Photocatalytic hydrogen production
3.2.1. Effect of Pt and photocatalyst loading
Despite the fact that TiO2 generally exhibits relatively high photocatalytic activity toward the degradation of organic compounds
under UV illumination in the presence of molecular oxygen, it
usually does not show any ability to photocatalyze the H2 evolution in oxygen free systems even in the presence of an electron
donor. When TiO2 absorbs a photon the energy of which exceeds its
bandgap energy, an electron (e− )/hole (h+ ) pair is generated. In the
presence of an electron donor, such as EDTA, and in the absence of
O2 , the excess holes will be consumed and the photogenerated electrons will be trapped near the surface forming tri-valent titanium
(Ti3+ ) sites instead of reducing H+ [30]. Loading the TiO2 surface
with small Pt islands creates sinks for the electrons thus facilitating the separation of the e− /h+ pairs photogenerated in the TiO2
and promoting the formation of H2 gas [31]. Fig. 3 (a) shows the
effect of Pt loading on the photocatalytic hydrogen production rate
from aqueous EDTA solutions on TiO2 nanoparticles prepared in the
presence of 1 M aqueous ammonia. It can be seen that the increase
of the Pt content from 0.1 wt.% to 0.3 wt.% leads to an increase of the
H2 production rate, then the latter levels off and reaches plateau.
Further increase of the Pt content resulted in a slight decrease of
the H2 production rate which might be attributed to the fact that at
high Pt loading Pt can act as a recombination site and also to alterations of the light absorption capacity due to the gray coloration of
the Pt-loaded TiO2 nanoparticles. A similar dependence of the photocatalytic activity on the amount of Pt loading has been reported
previously [32,33].
A higher concentration of the photocatalyst is expected to result
in an increased absorption of UV energy, leading to a higher photocatalytic H2 evolution activity. However, the activity usually starts
to decline when the concentration of the photocatalyst exceeds a
certain value, indicating that the concentration of the photocatalyst
has to be optimized. Fig. 3(b) shows the effect of the Pt-TiO2 loading
on the photocatalytic hydrogen production rate. The highest rate
was obtained employing 1 g L−1 , subsequently the rate is decreasing
with an increase of the photocatalyst concentration. The obtained
results can be rationalized in terms of the availability of active
sites on the TiO2 surface and on the penetration of the activating
light into the suspension. The availability of active sites increases
with the increase in photocatalyst concentration in the suspension,
while the light penetration and consequently the photoactivated
volume of the suspension shrinks resulting in a decrease of the
hydrogen production rate at very high photocatalyst loadings [34].
The photocatalytic hydrogen evolution observed for different
TiO2 preparations obtained in the presence of different concentrations of aqueous ammonia is presented in Fig. 4. The TiO2 powders
prepared employing 1 M aqueous ammonia showed the highest
Fig. 3. Effect of Pt (a) and photocatalyst (b) loadings on the photocatalytic
H2 evolution rate on TiO2 prepared in the presence of 1 M aqueous ammonia.
Conditions: photocatalyst concentration = 1 g L−1 , EDTA concentration = 1 mM, temperature 298 K, initial pH 5, Pt loading = 0.4 wt.% (part b), and light intensity
33 mW cm−2 .
photoactivity which even exceeded the photocatalytic activity of
TiO2 P25 and Hombikat UV100. The latter is pure anatase and
exhibits large surface area, i.e., 300 m2 g−1 . The higher photocatalytic activity of the TiO2 prepared in presence of 1 M aqueous
ammonia as compared with that of TiO2 prepared in the presence
of 3 and 5 M aqueous ammonia can be explained by the former’s
higher surface area and crystallinity (see Table 1).
Fig. 4. Rate of H2 evolution on 0.4 wt.% Pt loaded TiO2 prepared in the
presence of different concentrations of aqueous ammonia. Conditions: photocatalyst concentration = 1 g L−1 , EDTA concentration = 1 mM, temperature = 298 K, light
intensity = 30 mW cm−2 , and initial pH 5.
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A.F. Alkaim et al. / Applied Catalysis A: General 466 (2013) 32–37
Fig. 5. Effect of EDTA concentration (a) and initial pH (b) on the rate of H2 evolution
on 0.4 wt.% Pt loaded TiO2 prepared in the presence of 1 M aqueous ammonia. Conditions: photocatalyst concentration = 1 g L−1 , EDTA concentration = 2 mM (part b),
initial solution pH 5 (part a), temperature = 298 K, and light intensity 17 mW cm−2 .
Fig. 6. (a) Relation between the rate of H2 evolution and the square root of the
employed light intensity and (b) linearized form according to the Arrhenius equation. Conditions: photocatalyst concentration = 1 g L−1 , EDTA concentration = 2 mM,
light intensity = 22 mW cm−2 (b), temperature 298 K (a), initial pH 5.
3.2.2. Effect of EDTA concentration and initial pH
Besides its dependence on the Pt and the photocatalyst loading,
the photocatalytic hydrogen production rate also strongly depends
on the concentration of the electron donor, i.e., EDTA in the present
study. Fig. 5(a) shows the effect of the EDTA concentration on the
rate of the hydrogen production on 0.4 wt.% Pt loaded TiO2 prepared
in the presence of 1 M aqueous ammonia. Fig. 5(a) evinces that with
an increase in the EDTA concentration, the photocatalytic activity increases and reaches a maximum at an EDTA concentration of
2 mM. Beyond this optimum EDTA concentration, a further increase
in the EDTA concentration leads to a decrease in the photocatalytic
activity. It is rather expected that at relatively high concentrations
of EDTA beyond the optimum point, the hydrogen evolution rate
will reach a plateau since the surface active sites and the absorbed
photons are assumed to remain constant at a constant loading of
photocatalyst and at a fixed light intensity. The observed decrease
in the photocatalytic H2 evolution activity might be explained by
a blockage of the adsorption of hydronium ions at surface active
sites [35]. The same phenomenon has previously been observed
when methanol [36] and glucose [32,37] were used as electron
donors.
The effect of the initial suspension pH on the photocatalytic
hydrogen production rate was also investigated and the results
are presented in Fig. 5(b). It can be seen that the rate of H2 evolution increases with an increase of the pH from 2 to 5. Further
increase of the pH beyond 5 leads to a decrease of the H2 evolution rate. The results also indicate a very small amount of hydrogen
evolution at pH 10. The solution pH affects the charge of both reactants in solution as well as of the photocatalyst surface ultimately
changing the electrostatic interaction between the reactants and
the TiO2 surface [38,39]. The increased rate of hydrogen production
with increasing pH can thus be explained by a better adsorption of
EDTA at pH 5 due to the fact that EDTA is partially ionized and
negatively charged whereas the TiO2 surface is positively charged.
Further increase of the pH above the zero point of proton condition of TiO2 , i.e., pHZPC 5.8–6.0, leads to a negatively charged TiO2
surface [40] resulting in an electrostatic repulsion between this
negatively charged surface and the dissociated EDTA molecules,
subsequently, decreasing the photocatalytic hydrogen production
rate.
3.2.3. Effect of light intensity and temperature
The investigation of the effect of the light intensity on the rate of
the H2 evolution indicates that the rate is increasing with increasing UV light intensity as more radiation is available to excite the
catalyst and hence more charge carriers are generated resulting
in a higher rate of H2 evolution. However, the relation between
the light intensity and the hydrogen production rate was found to
be nonlinear due to the fact that at high photon flux the recombination rate of the charge carriers also increases as compared
with a lower photon flux. Hence, a square root dependence of
the rate of hydrogen evolution on the light intensity was actually observed as shown in Fig. 6(a) in good agreement with the
behavior usually reported, e.g., for the photocatalytic degradation
of organic pollutants in the presence of molecular oxygen [41].
Investigations of the temperature effect on the hydrogen production rate indicate that the amount of H2 evolution increases with an
increase of the temperature. This behavior which cannot be related
A.F. Alkaim et al. / Applied Catalysis A: General 466 (2013) 32–37
to light-induced reaction steps which usually do not exhibit any
temperature dependency, may be rationalized in terms of the facile
desorption of the photocatalytic products, i.e., molecular hydrogen
and/or oxidized EDTA, with increasing temperature. Moreover, it is
also possible that increasing solution temperature results in higher
reaction rates between the photo-generated holes or other intermediate oxidants and the sacrificial agent EDTA and, therefore, to
higher rates of the photo-induced hydrogen production [42]. Based
on the average steady-state rates measured at different temperatures, the apparent activation energy of the reaction is calculated
from the slope of the Arrhenius plot presented in Fig. 6(b) to be
11.4 ± 1.2 kJ mol−1 . The existence of an activation energy barrier
in a photocatalytic process has so far been mainly linked with an
increase of the desorption of adsorbed products with increasing
temperature [43].
4. Conclusions
Anatase TiO2 nanoparticles with high surface area were readily
prepared by thermal hydrolysis of the water soluble titanium(IV)
bis(ammoniumlactato) dihydroxide (TALH) precursor at 160 ◦ C for
24 h in the presence of different aqueous ammonia concentrations. The obtained nanomaterials were characterized by X-ray
diffraction, scanning electron microscopy, diffuse reflectance spectroscopy, and nitrogen adsorption. Their photocatalytic activities
were assessed by the photocatalytic hydrogen production from
aqueous EDTA solutions. Investigations of the effect of different
parameters, e.g., Pt and photocatalyst loading, pH, temperature,
and EDTA concentration on the photocatalytic hydrogen production rate indicate that the optimum conditions for the hydrogen
evolution employing these newly synthesized anatase nanoparticles are a Pt loading of 0.4 wt.%, a photocatalyst concentration
of 1 g L−1 , an EDTA concentration of 2 mM, and pH 5. A nonlinear
relationship between the initial hydrogen production rate and the
light intensity as well as an increase of the rate of hydrogen formation with increasing suspension temperature was observed. The
obtained TiO2 nanoparticles exhibit higher photocatalytic activity than the commercial photocatalysts TiO2 P25 and Hombikat
UV100.
Acknowledgements
We thank Dr. L. Robben (Solid State Chemical Crystallography,
University of Bremen) for the XRD measurements and the Rietveld
phase analysis. A. F. Alkaim thanks the Ministry of Higher Education and Scientific Research/Iraq for granting him a short visit
scholarship. Financial support from the BMBF (Bundesministerium
für Bildung und Forschung) within the project HyCats (Grant No.
01RC1012C) is gratefully acknowledged.
37
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