application of sugar foam to red soils in a semiarid mediterranean environment
TRANSCRIPT
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O R I G I N A L A R T I C L E
Application of sugar foam to red soils in a semiaridMediterranean environment
F. J. Garca Navarro J. A. Amoros Ortiz-VillajosC. J. Sanchez Jimenez S. Bravo Martn-ConsuegraE. Marquez Cubero Raimundo Jimenez Ballesta
Received: 15 June 2008 / Accepted: 8 January 2009/ Published online: 10 February 2009
Springer-Verlag 2009
Abstract The study described here involved evaluating
the effects that the application of one by-product (sugarfoam waste) has upon red soils in the region of La Mancha
(Central Spain). In view of the fact that this is a location
where this type of soil abounds, this technique has been a
common practice for many years. The principal goal was to
investigate the impact of this approach on some of the soil
properties and, secondly, on its level of fertility. As a
result, this represents an investigation into the effects that
this type of waste has on some soil quality parameters. The
results showed that, after the addition of by-products over
25 years, sugar foam waste is of agricultural interest
mainly due to the increase in organic matter concentration
(about 2%) and, to a lesser extent, by increases in calcium
carbonate (more than 30%) and P (four times more). The
soil pH was also found to increase slightly (1.4), while the
electrical conductivity almost did not change. The prop-
erties associated with these pedological qualities therefore
had a positive effect by improving nutrient availability. As
a result, foams arising from sugar industries have a positive
effect on soil quality and the application of such foams to
soils is beneficial since the need to dispose this residue is
also removed.
Keywords Sugar foam waste Red soils Semiarid
Mediterranean environment La Mancha Spain
Introduction
The combination of agricultural and industrial activity
generates residues that must be disposed of owing their
negative effects on the environment and to maintain the
natural ecological equilibrium (Ros2000). The generation
of agro-industrialist residues has grown quickly in recent
decades, with soils being one of the main destinations for
this material. The addition of wastes, such as sugar foam,
compost and wine vinasse wastes, to agricultural soils is a
common cultural practice, especially in the last 23 dec-
ades, due to the improvements observed in some soil
properties (Sikora and Azad1993), and the increase in crop
yield and quality (Tejada and Gonzalez2003, etc.).
Amongst the better known residues used in La Mancha
(agricultural semiarid Mediterranean region situated in
central Spain), wine vinasse, beet vinasse and sugar foam
waste are worth mentioning. This product (sugar foam
waste) is known as foam is not fit for consumption; is
often applied to red soils that, apart from having an
appreciable agronomic value, have a paleoclimatological
and paleopedological significance and are therefore of
environmental interest.
The potential impact of the materials accumulated in the
so-called sugar foam wastes in soils used for dry-farmed
crops is undoubtedly of interest, especially given that
such waste has been applied to red soils with a great
paleoclimatological, paleodophological, and in general
F. J. Garca Navarro J. A. Amoros Ortiz-Villajos
S. Bravo Martn-Consuegra E. Marquez Cubero
Esc. Univ. Ing. Tecn. Agrcola, UCLM,Ronda de Calatrava, 7, 13071 Ciudad Real, Spain
e-mail: [email protected]
F. J. Garca Navarro C. J. Sanchez Jimenez
Unidad de Suelos, Instituto Tecn. Qumica y Medioambiental
(ITQUIMA-UCLM), 13071 Ciudad Real, Spain
R. Jimenez Ballesta (&)
Departamento de Geologa y Geoqumica,
Facultad de Ciencias, Universidad Autonoma de Madrid,
Campus Cantoblanco, 28049 Madrid, Spain
e-mail: [email protected]
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environmental significance (Gonzalez Martn et al. 2007).
This material may also cause a modification in agronomic
soil quality.
The concept of soil quality appears to be relatively new
but, at the same time, this topic is widely debated. Agricul-
tural productivity has usually been put on the same level as
the sustainability, the fertility of the soil and its usefulness. In
any case, it is necessaryto define the functions of the soil and,
in this respect, the most recent definitions of the soils quality
are based on its multifunctionality rather than on a single
specific use, bearing in mind that the concept is continually
evolving (Singer and Ewing2000). Thus, the inappropriateuse of the soil might lead to a disruption in its chemical,
physical and biochemical properties, such as a decrease in
the cationic exchange capacity, pH, permeability, etc. Such
changes could even affect the nutrients available for the
microorganisms and plants (Clark et al.1998).
The extraction of sugar from sugarcane is a very old
process. More than 50% of the sugar consumed worldwide is
obtained from sugar cane, which grows in tropical and
subtropical climates. The rest of the sugar comes from sugar
beet, which is planted in temperate countries like Spain. The
roots are cut into strands in order to extract the juice. During
the extraction process for sugar from sugar beet it is neces-
sary to separate the non-sweet substances from the beetroot
juice in a refining process that consists of two steps. The
colloidal substances must first be flocculated by white-
washing with lime. The flocculated substances are called
foams and these, in the traditional manufacture process
considered here, are swept away by water to large pools for a
natural drainage (Espejo2001). After the extraction, lime is
usually added to the juice and the rest of the process con-
tinues. The sugar foam waste is therefore a relatively new
and unknown organic residue that has emerged from the
significant growth in the sugar beet industry. Another char-
acteristic of these residues is that they are difficult to deposit
although they can provide certain nutrients to the soils.
The addition of amendments is currently being consid-
ered as an effective technique to improve soils quality, e.g.
for the remediation of contaminated soils. For this reason,
in this study we deal with the impact that the different
superficial disposal of these by-product over the last
25 years has had on soil quality. The treatment has been
carried out on red soils that are mainly used for dry farming
and are occasionally left fallow.
Materials and methods
Study area and sampling procedure
The work was carried out upon typical red soils used for
dry farming in the semiarid Mediterranean region (La
Mancha). The foams were obtained from the Azucarera de
Ciudad Real S.A. industry and they were deposited at
different levels over a time that spanned more than
25 years. The amounts involved can be estimated as
between 20 and 40 tons/ha per year.
The area of La Mancha spreads over the central Iberian
Peninsula (Fig.1) and is characterised by great geodiver-
sity. This region is dominated by Rhodoxerafs together
with Xerochrepts, (Soil Survey Staff 2006) with some
calcium carbonate accumulation. According to FAO ISRIC
ISSS (2006) the soils are Luvisols and Cambisols.
In this study, two soil profiles, one disturbed and the
other one undisturbed (treated with sugar foam and
Fig. 1 Location map of studied
area
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untreated) were described and sampled from widely dis-
tributed soils series in La Mancha. The soil moisture
regime for the area is Xeric and the temperature regime is
Mesic (Soil Survey Staff 2006). Soil samples were col-
lected from two geo-referenced locations throughout La
Mancha (Central Spain). In each location a typical red soil
was described according to FAO (2006) criteria (Table1).
Samples collected from both soils were air dried at roomtemperature and carefully sieved through a 2-mm mesh; the
coarser material was discarded and the remaining fine-earth
fraction was gently mixed until it appeared to be homo-
geneous. The dried samples were used for subsequent
analysis. Aliquots of this fraction were taken randomly for
chemical and physico-chemical analysis.
Analytical methods
The analytical determinations were carried out according to
SCS-USDA (1972). In particular, soil texture was deter-
mined using the hydrometer method (Gee et al. 1986) withthree replicates. Soil pH was measured in H2O and in
0.1 M KCl using a 1:2.5 soil/solution ratio. Electrical
conductivity was measured in a 1:5 soil:water extract. For
calcium carbonate determination CO2 was measured in
a calcimeter. The active calcium carbonate equivalent
(ACCE) or active lime was determined with NH4-oxa-
late as described by Drouineau (1942). The method of
Olsen et al. (1954), which is based on extraction with
0.5 M NaHCO3, was used to estimate available P. Soil
organic matter was determined by potassium dichromate
oxidation and titration of dichromate remaining with
ammonium ferrous (II) sulphate (Anne 1945). Exchange-
able cations were determined using an ammonium acetate
extraction method (Thomas 1982). Exchangeable Na, K,
Ca and Mg were determined by atomic absorption spec-
trometry. Total nitrogen content was determined by the
Kjeldahl method (Bremner and Mulvaney 1982). All
samples were extracted and analysed in duplicate.
The semi-quantitative mineralogical analyses were car-
ried out by X-ray diffraction (XRD) techniques; about 2 g of
sample was hand-milled to below 53 lm in an agate mortar
and used for the determination of the bulk mineralogy
(random powder method). For the detailed study of phyllo-
silicates, 100 g of sample was treated to remove components
that prevent complete dispersion (e.g. carbonates, sulphates,
organic matter, etc.). The\2 lm (clay fraction) particles
were extracted by sedimentation techniques and analysed on
thick glass slides by XRD according to Moore and Rey-
nolds (1989); samples were chemically treated [(a) ethylene
glycol, to detect expandable minerals; and (b) dimethyl
sulphoxide, to differentiate chlorite and kaolinite] and ther-
mally treated (550C for 2 h, to study the behaviour of
phyllosilicates). The samples were analysed using a CuKa
radiation source (Philips-Panalytical X-PERT diffractome-
ter) with a graphite monochromator, 40 kV and 40 mA, and
sensitivity of 2103 cps. The ranges measured were 275 or
250 2h, goniometer speed of 0.04 or 0.05 and time constant
of 0.4 or 1 s for random powder or glass slides, respectively.
The chemical compositions of whole samples were deter-
mined using an X-ray fluorescence spectrometer (PHILIPS
PW 2404) in solid mode.
Results and discussion
A 25-year study was conducted with a view to assessing
the effect of sugar foam waste on moderately basic red
soils. Representative profiles of degraded and undegraded
morphological red soils of La Mancha were examined
for morphological physico-chemical and mineralogical
properties.
The impact of sugar foam addition is manifested by the
changes in the soil morphology as a new and quite differentnew Ap horizon appear (a change is observed in structure,
colour, porosity, etc.). The addition of sugar foam also
causes noticeable effects on certain soil properties. An
increase in the pH, (Fig. 2a), is observed due to the pres-
ence of by-products with basic pH values. Nevertheless, it
was observed that in the upper horizon, Ap1, the increase is
less marked, probably due to the washing. The electrical
conductivity barely changes, (Fig.2d).
Carbonate and the active lime are common compo-
nents in a large number of soils in the surrounding areas,
but not in the samples used in this study as we employed
a moderately acidic soil, developed on a lithological
substrate without carbonates (quartzite and slate). How-
ever, this component increased clearly (more than 30%)
as can seen in Fig.2a and b, after the application of
sugar foam, similar to obtained by Lopez et al. (2001).
Moreover, the soil contained traces of calcium oxide and
was rich in organic matter and some nutrients such as
Mg, P, Zn, and Cu. It is not unexpected that having
applied the sugar foam, a considerable rise in P (four
times more) and organic matter (Fig.2a, b) took place.
The behaviour of N mirrors that shown by the organic
matter. The organic matter content grows and this must
help to increase the stability of the aggregates, followed
by the number and the size of the macropores, which will
in turn enhance the structure and quality of the soil.
(Chaney and Swift 1984). The normal levels of organic
matter in soil in the area studied do not exceed 2%.
Therefore, despite the high content of organic matter
caused by the addition of the molasses under investiga-
tion, the increase in organic matter (2%) is important in
comparison to the level in the initial soil (Fig.2). This
finding is attributed to the rapid mineralization of organic
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Table1
Generaldescriptionandm
acromorphologicalcharacteristicsoftwosoilsinvestigated
SoiltypeFAO/soiltaxonomy
Location/coordinates
Parentmaterial
Vegetation/use
Topography
Slope
Drainage
Stoniness
TerricAnthrosol(eutric
,
clayic)/typicRhodoxeralf
LA
SCASAS39010
2100
N
0
3560
3200
W,
0
418432
.73(X),-
4
319768
.58(Y)
Slatesand
quartzites
Dryfarming
Undulating
C-2
Gently
sloping
C-3
Mode
rately
welldrained
C-1
Few
stoniness
Horizonsdepth(cm)
Colour(dry)
Structure
Consistence
Roots
Pores
Limit
Stoniness
(%)
Ap1
(0
12)
10
YR7/3
Moderate,
subangular
blocky,co
arse
Slightlysticky,
nonplastic
,
friable
,slightlyhard
Commonfineand
v
eryfine
Fewfineand
veryfine
Gradualandwavy
5
Ap2
(12
20)
10
Y7/2
Moderate,
subangular
blocky,co
arse
Slightlysticky,
slightly
plastic
,
friable
,slightlyhard
Commonvery
fi
ne
Fewfine
Abruptandsmooth
2
Ap3
(20
32)
10
Y7/2
Moderate,
subangular
blocky,co
arse
Slightlysticky,
slightly
plastic
,
friable
,slightlyhard
Commonvery
fi
ne
Fewfine
Abruptandsmooth
2
2Bw
(32
60)
7.5
YR8/3
Strong,
prism
atic
,
coarse
Stickily,
plastic
,firm,
hard
Few
fine
Commonfine
Gradualand
irregular
2
2Bt(
60
110)
10
R4/6
Strong,
prism
atic
,
coarse
Verystickily,
veryplastic
,
firm,
hard
Veryfewfine
Commonfine
andveryfine
10
SoiltypeFAO/soil
taxonomy
Location/
coo
rdinates
Parentmaterial
Vegetation/use
Topography
Slope
Drainage
Stoniness
LepticLuvisol(skeletic
,
chromic)/typic
Haploxeralf.
Fuente
E
lFresno
Slatesand
quartzites
Pastureanddry
farming
Hillside
C-4 M
oderately
steep
C-5
Somewhat
excessively
drained
C-2 C
ommon
stoniness
Horizonsdepth(cm)
Colour(dry)
Structure
Consistence
Roots
Pores
Limit
Stoniness
(%)
Ap
(0
25)
7.5
YR6/4
Moderate,
subangular
blocky,m
edium
Sticky,
plastic
,friable
,
slightlyhard
Abundantfine
Common
coarse
Gradualand
irregular
20
Bt1
(25
65)
7.5
YR5/8
Moderate,
subangular
blocky,m
edium
Sticky,
plastic
,friable
,
slightlyhard
Abundantfine
Common
coarse
Diffusean
dwavy
20
Bt2
(65
96)
5Y
R5/8
Moderate,
subangular
blocky,m
edium
Sticky,
plastic
,friable
,
slightlyhard
None
Common
coarse
Gradualand
irregular
25
C([96)
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matter that occurs in well-aerated soil (Levi-Minzi et al.
1985) and at high temperature.The percentages of sand, lime and clay from the hori-
zons and according to the texture classes diagram (Soil
Survey Staff 2006), are shown in Table2. These are
classified as loam-clay. A substantial contrast can be seen
in the clay content between the argilic (Bt) and the Ap
horizons.
The mineralogy corresponding to degradation profile is
shown in Fig. 3ac and these are qualitatively and quan-
titatively similar to those in profile 2 (undegraded profile)
(Table1). The diffractograms for the bulk mineralogy of
the seven analysed samples are shown and it can be seenthat the major component is calcite in the first three sam-
ples (Ap1Ap3) (6585%). Quartz is found in all of the
samples. On the other hand, in samples Ap1Ap3 it is
evident that there is a very low level (\5%) of alkaline
feldspar, while in the Bw and Btsamples this feldspar is of
the plagioclase type.
The latter samples, were analysed in a separated form
(\2 lm), with the existence of Illite and Kaolinite at low
levels in both samples. This fraction was solvated with
pH
5 5,8 6,6 7,4
pH H2O
pH KCl
E.C.
0,2 0,25 0,3 0,35
% O.M.
0 1 2 3 4
% N
0 0,1 0,2
P (mg/Km)
0 1 2
Ap
B t1
B t2
Ap
B t1
B t2
Ap
B t1
B t2
Ap
B t1
B t2
Ap
B t1
B t2
E.C. Electrical Conductivity O.M. Organic Matter
pH
7,2 7,8 8,4 9
pH H2O
pH KCl
Ap1
A p3
Ap2
2Bw
2B t
E.C. (dS/m)
0,2 0,3 0,4
Ap1
Ap3
Ap2
2Bw
2Bt
% Ca carbonate
0 10 2030 40 50
Ap1
Ap3
Ap2
2Bw
2Bt
% A. Limestone
0 4 8 121620
A p1
A p3
A p2
2Bw
2B t
P (mg/Kg)
0 2 4 6 8 1012
Ap1
Ap2
Ap3
2Bw
2B t
% N
0,05 0,15 0,25
Ap1
Ap2
Ap3
2Bw
2Bt
% O.M.
0 1 2 3 4 5
A p1
A p2
A p3
2B w
2B t
E.C.: Electrical conductivity Ca carbonate: calic carbonate
A. Limestone: Active Limestone O.M.: Organic matter
a
b
0
Fig. 2 a, b Some pedological properties of selected the two soils
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ethylene glycol in order to detect the presence of Smectite-
type minerals and was heated at 550C in order to confirm
the presence of Kaolinite. However, only the presence ofKaolinite (1530%) and Illite (5065%) was detected and
Smectite was absent. Therefore, from the study of dif-
fractograms, it can be deduced that the samples Ap1, Ap2
and Ap3 belongs together with the horizons described as
anthropogenic, where the addition of the foams has led to
high contents in calcite, as well as their possible concen-
tration in lower horizons (Ap3 mainly). The result obtained
is consistent with the composition of the foam, which
contains calcium carbonate and traces of calcium oxide. It
was observed that the level of exchangeable K? remained
unaltered although there was an increase in exchangeable
Ca2? in the surface horizons.
The retention in situ of toxic elements by the application
of amendments is a remediation technology for contami-
nated soils (Vangronsveld and Cunningham1998) as it aids
the mechanism for the retention of these materials in the
soil (Karaka 2004). As a result, we analysed a series of
chemical elements. The interest in the chosen elements is
based on their presence in different contamination pro-
cesses, on their varied mobility and their different ionic
forms and different geochemical performance (McBride
1994). The contents in silica, aluminium and iron show an
imbalance in favour of the soil and to the detriment of the
added materials, which are lost in large amounts due to
calcination (Table3). Mg and Ca are two of the chemical
elements that are added in large amounts to the soil after
the application of sugar foam. Mn, Na, K, Ti and Ba also
increase in 2Bt or in the horizon 2Bw.
Different effects of sugar foam waste on the morpho-
logical, chemical and mineral composition of red soils have
been investigated. Hence, it can be assumed that although
we could have expected a much more marked impact [as
pointed out by (Clark et al. 1998) because of handling
effects], this does not seem to show a clear trend. Thus
after at least 25 years of treatment the only major changes
observed concern the carbonate, organic matter, phospho-
rus and nitrogen. Consequently, the properties related with
these edaphic qualities have been affected positively.
Furthermore, although the pH and the electrical conduc-
tivity do not change significantly, we can conclude that
these foams have a positive final effect on the quality of thesoil and can therefore recommend the application of this
material (under the same conditions) to this kind or any
other kind of soil. In fact, the observed increase in pH will
enhance the availability of the elements and nutrients for
plants and microorganisms; therefore, improving the eda-
phical conditions of the environment. Based on the increase
in the organic matter in the soil, as well as on the small or
insignificant effects on soil mineralogy, these agro-indus-
trial products can be considered as effective alternatives for
organic matter accumulation and for the improvement of
soil quality in agriculture. The results obtained are con-
sistent with those reported by various authors (Madejonet al. 1996, 2001; Diaz et al. 1996; Lopez et al. 2001;
Garrido et al. 2003; Vidal et al. 2004; Alonso et al. 2006;
Vidal et al. 2006).
The disposal of sugar foam is one the main environ-
mental problems related to sugar industries. Since
numerous studies have shown a positive correlation
between soil organic matter and microbial biomass con-
centration (Bending et al. 2000; Tejada and Gonzalez
2003), we expected that the supply of sugar foam waste
would enhance soil microbial biomass. Many authors,
including Cegarra et al. (1996), Tomati et al. (1995),
advocate the use of certain agricultural products and waste
in some industries as an alternative, simple and yet cost-
effective way to reuse and dispose of such waste. An
increase in the amount of Na was not observed in the work
described here, but futures studies should focus on this
aspect. The control of salinity is essential when dealing
with an area of low rainfall, as there is a risk of reaching
high saline values, with the consequent impact this has on
the availability of water for the crops.
These by-products can contain heavy metals, either
added from the original matter or from industrial origin,
and as such they can be a source of soil pollution (Fauziah
et al.1996). However, one of the remediation technologies
used today on soils contaminated with heavy metals is the
application of amendments for the retention of these metals
(Vangronsveld and Cunningham 1998). Therefore, the
addition of the foams will minimize the possibility of these
metals reaching phreatic levels. Carbonell et al. (1999)
have used phosphogypsum with at least 60% of the sul-
phates. Materials rich in calcium carbonate, such as the
sugar foam from the sugar refinery, have been used for the
recovery of the soils in the Aznalcollar mines (Spain). It
Table 2 Particle size distribution and textural class
% Gravels
([2 mm)
% Sand % Silt % Clay Textural
classification
Profile 1
Ap1 5.2 Silta
Ap2 6.2 34.6 41.8 23.6 Silt
Ap3 0.2 Silta
2Bw 12.2 65.8 11.8 22.9 Loam-clay-sand
2Bt 15.5 23.9 16.2 59.9 Clay
Profile 2
Ap 33.8 35.8 49.0 15.2 Loam
Bt1 45.9 26.6 29.3 44.1 Clay
Bt2 49.7 28.6 28.0 43,4 Clay
a Texture resolute by touch
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Fig. 3 X-ray diffractograms of samples
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was also mentioned that such treatments contribute to the
vegetable growth and the microbial activity (Mennch et al.
2000). The present project reveals the necessity to inves-
tigate the beneficial effect of the latter possibility.
Given the fact that most of these industrial by-products do
not have a suitable site for disposal, it is clear that the pos-
sibility of using them to improve soil quality opens a whole
new prospect for their reuse. Moreover, we believe that theaddition of sugar foam could prove more useful than treat-
ment with lime, as has traditionally been carried out (Ahmad
andTan 1986; Mennch et al. 2000;Gunnetal. 2001), bearing
in mind that the effectiveness of the application of this by-
product can lead to the reduction of mobility of some toxic
elements as it increases the capacity for their retention. Our
future research will be concentrated in this area.
Conclusions
The continuous application over 25 years of sugar foam
waste to a red soil produces a positive impact on the soils
characteristics. Such treatment improves the mineral fer-
tilization satisfactorily, opening a new and interesting
alternative from an environmental point of view. Treatment
with sugar foam leads to an increase in pH, but not the
electrical conductivity. Such treatment also leads to
increase in the contents of N, P and Ca, as well as in the
organic matter. Due to the contents of phosphorus and
nitrogen, such foam can be used as a fertilizer and as an
alterative to lime for soil amendment. Therefore, sugar
foam waste has appropriate characteristics to improve soil
quality. As a key conclusion, we can state that the use of
molasses to replace traditional fertilization has three
effects: the economic cost is lower, it produces a similar
effect to fertilizer and solves the problem of finding loca-
tions to dispose of such waste. However, in the future it
will be necessary to investigate whether this treatment
causes stimulation of the microbiological activity and
therefore alters the biological and biochemical properties.
References
Ahmad F, Tan KL (1986) Effect of lime and organic matter on
Soybean seeding grown in Aluminium-oxic soil. Soil Sci Soc
Am J 50:656661
Alonso FP, Arias JS, Fernandez RO, Fernandez PG, Serrano RE
(2006) Agronomic implications of the supply of lime and
gypsum by-products to palexerults from western Spain. Soil Sci
171(1):6581
Anne A (1945) Sur le dosage rapid du carbone organique de sols. Ann
Agro 2:161172
Bending GD, Putland C, Rayns F (2000) Changes in microbial
community metabolism and labile organic matter fractions asTable3
Chemicalcompositionof
soilsamplesandsugarfoam
PPC
Si2
(g/kg)
Al2O3
(g/kg)
Fe2O3
(g/kg)
MnO
(g/kg)
MgO
(g/kg)
C
aO
(g/kg)
Na2O
(g/kg)
K2
O(g/kg)
TiO2
(g/kg)
P2O5
(g/kg
)
SO3
(g/kg)
SrO
(g/kg)
BaO
(mg/kg)
ZrO2
(mg/kg)
NiO
(mg/kg)
Cr2O3
(mg/kg)
Profile1
Ap1
48
.00
21
.85
4.0
1
1.1
3
0.0
2
1.5
4
21
.51
0.0
8
0.8
3
0.2
1
0.36
0.3
6
0.0
5
0.0
2
0.0
2
Ap2
32
.17
21
.39
3.8
3
1.5
1
0.0
4
1.6
4
36
.92
0.1
0
0.8
7
0.2
6
0.55
0.5
9
0.0
6
0.0
3
0.0
2
Ap3
57
.76
3.4
5
0.7
8
0.2
7
1.0
6
35
.34
0.0
4
0.1
6
0.0
4
0.53
0.5
3
0.0
3
2Bw
5.5
2
73
.42
12
.05
4.0
6
0.0
6
0.8
6
0.9
3
0.1
4
1.7
7
0.7
8
0.19
0.1
1
a
0.0
4
0.0
4
a
0.0
2
2Bt
14
.33
47
.05
23
.17
9.1
6
0.0
3
1.1
2
1.5
5
0.1
0
2.0
0
1.1
4
0.12
0.0
7
a
0.0
4
0.0
2
0.0
2
0.0
3
Profile2
Ap
5.3
3
72
.3
12
.7
4.1
7
0.0
5
0.8
1
0.8
0
0.1
3
1.9
4
0.6
7
0.18
0.1
0
0.0
5
0.0
3
0.0
3
Bt
1.9
7
46
.4
21
.4
9.1
4
0.0
3
1.1
5
1.4
3
0.1
1
1.6
3
1.1
9
0.13
0.1
0
0.0
4
0.0
3
0.0
4
Sugarfoam
512
26
.1
6.7
2.3
0.2
9.7
42
.8
1.1
2
1.1
9
0.2
0.51
6.3
3
0.3
4
0.3
4
0.0
3
PPC
calcinationloss,aTrace
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