Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
IMPACT OF EUTROPHICATION ON BENTHIC FORAMINIFERA IN S EPETIBA
BAY (RIO DE
JANEIRO STATE, SE BRAZIL)
MARIA VIRGÍNIA ALVES MARTINS1,2*, EGBERTO PEREIRA1, RUBENS CESAR LOPES FIGUEIRA3, THALES
OLIVEIRA1, ANITA FERNANDES SOUZA PINTO SIMON1, DENISE TERROSO2, JOSÉ CARLOS MARTINS
RAMALHO4, LAYLA SILVA1, CAROLINA FERREIRA1, MAURO CÉSAR GERALDES1, WANIA DULEBA5, FERNANDO
ROCHA2 AND MARIA ANTONIETA RODRIGUES1
1 Universidade do Estado do Rio de Janeiro - UERJ, Av. São Francisco Xavier, 524, Maracanã, Rio de Janeiro, Brazil
2 Universidade de Aveiro, Departamento de Geociências, GeoBioTec, Aveiro, Portugal
3 Universidade de São Paulo, Instituto Oceanográfico, Praça do Oceanográfico, Cidade Universitária, São Paulo, Brazil
4 Universidade Federal do Espírito Santo, Av. Fernando Ferrari, Campus Universitário Alaor Queiroz de Araújo, Vitória,
Espírito Santo, Brazil
5 Escola de Artes Ciências e Humanidades, Universidade de São Paulo, Rua Arlindo Béttio, 1000, Vila Guaraciaba, São
Paulo – SP, Brazil
* CORRESPONDING AUTHOR, virginia.martins@ua.pt
Received on 27 August 2019
Received in revised form on 8 December 2019
Accepted on 9 December 2019
Editor: Silvia Helena de Mello e Sousa, Universidade de São Paulo, Brazil
Abstract
The main objective of this work is to analyze the
consequences of eutrophication in benthic meiofaunal
organisms (foraminifera) in an internal area of Sepetiba Bay
(State of Rio de Janeiro, SE, Brazil). This study is interesting
because, at the studied site, the sediments corresponding to
the period of greatest accumulation of organic matter were
not contaminated by metals, although Sepetiba Bay has areas
known to be polluted by this type of contaminants. Thus, in
this study, it was possible to consider only the impact caused
by eutrophication.
In the SP6 core, collected in the Sepetiba Bay internal area
and studied in this work, textural, geochemical
(concentration of chemical elements; 210Pb and 137Cs;
radiocarbon data) and foraminifera were analyzed in a
muddy section, with a few intercalations of sandy layers. The
sediments of the analyzed section were deposited in the last
≈2,350 BP years. The concentrations of Al, Cd, Co, Fe, Mn,
Ni, Pb, Sn, Ti, V and Zn are higher at the base of the core
and decrease towards the top. The contents of TOC, P and
Zr have inverse paterns. The ratios of these elements to their
background value have similar patterns. However, previous
studies have recognized that during the twentieth century
Cd, Zn, Cr and Pb concentrations increased in several areas
Citation:
Alves Martins, M.V., Pereira, E., Figueira, R.C.L., Oliveira, T., Pinto
Simon, A.F.S., Terroso, D., Ramalho, J.C.M., Silva, L., Ferreira, C.,
Geraldes, M.C., Duleba, W., Rocha, F., Rodrigues, M.A., 2019. Impact
of eutrophication on benthic foraminifera in Sepetiba Bay (Rio de
Janeiro State, SE Brazil). Journal of Sedimentary Environments, 4 (4):
480-500.
of Sepetiba Bay, mainly due to industrial activity. The area
where this core was collected may have been dredged.
Radiocarbon ages suggest a loss of ≈2000 years of
sedimentary registration, marked by an unconformity at a
depth of 126 cm, probably caused by dredging. A new
sedimentary sequence unpolluted by metals but highly
enriched in organic matter was deposited on the surface of
that discontinuity. Foraminifera were quite abundants in the
lower section (240-126 cm; between ≈2,400-2,090 years BP,
execept in the sandy layers), corresponding to sediment
deposition before dredging. After dredging, the
accumulation of very fine-grained sediments rich in organic
matter generated eutrophication phenomena, which caused
a drastic reduction in the abundance and diversity of these
organisms. This work testifies the effect of eutrophication
on meiofaunal organisms. Although some coastal
foraminifer species tolerate harmful effects caused by
eutrophication, it is recognized that the impact has been so
negative that even these species occur with reduced
abundance in the study area.
Keywords: Coastal Area. Paleoenvironmental Record.
Anthropic Impact. Meiofauna, Multiproxy Approach.
1. Introduction
Foraminifera are amoeboid protist organisms and have in
general short life cycles and responds quickly to
environmental changes caused by any kind of disturbance
such as hydrodynamism, variation of physicochemical
paraments, pollution by metals and organic matter (Martins
et al., 2015 a; Duleba et al., 2018; Frontalini et al., 2018;
480
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Belart et al., 2018). After death, calcareous and many
agglutinated tests are preserved in the sediment. These
characteristics make the foraminifera excellent indicators of
past environmental events (Ellison and Nichols, 1976).
Foraminifera in Sepetiba Bay were studied by Tinoco
(1965), Zaninetti et al. (1976, 1977), Brönnimann and
Beurlen (1977 a, b), Brönnimann (1978, 1979), Brönnimann
et al. (1981 a, b, c), Brönnimann and Zaninetti (1984),
Santos-Leal et al. (2009), Laut et al. (2006, 2012), Laut and
Rodrigues (2011) among others. Only few studies used
foraminifera to study the paleoenvironmental evolution of
this region, e.g. Silva (2006) and Pinto et al. (2016, 2017).
Pinto et al. (2017) observed a marked reduction in
foraminifera at the top of core T4 (in this work referenced
as SP6) collected near the Guandú River mouth, in an inner
area of Sepetiba Bay (Rio de Janeiro, SE Brazil). But the
causes of such a marked reduction in meiofauna in this inner
area have not been clearly explained. This study aims to
clarify the possible causes for the almost disappearance of
foraminifera in the recent sedimentary record of the
analyzed site located in the inner area of Sepetiba Bay.
1.1 Study area
Sepetiba Bay is a semi-confined water body located in
southwestern of Rio de Janeiro State between the latitudes
22° 55'S and 23° 05'S, and longitudes 43° 35'W and 44° 00'W
(Fig. 1). It is an estuarine and mangrove region, and a natural
breeding area for the various species of mollusks,
crustaceans and fishes (Cardoso et al. 2019).
The bay has a mean depth of about 8 m in the central
area and is much shallower in the inner region (Borges and
Nittrouer, 2015). Microtidal semidiurnal-tides generate
currents that can reach maximum speeds of 75 cm s-1 in the
channels between islands, while mean current velocities are
about 20 cm s-1 (DHN, 1986; Villena, 2003). Water
circulation occurs clockwise (east/southwest) and is
considered slow due to the tide overlapped by an almost
steady flow, which is induced by different water density
gradients. Ikeda et al. (1989), Creed et al. (2007) and Moura
et al. (1982) divided Sepetiba Bay into three compartments
based on its hydrographic and geographic characteristics:
brackish (3-18, at Guandú River mouth), hyposaline (18-30,
most of the bay) and hypersaline (30-40, near the islands and
northwest and southwest parts of the bay).
The contributing watershed of Sepetiba Bay occupies an
area of approximately 2,711 km2, equivalent to almost 4.5%
of the total area of the Rio de Janeiro State. It is bounded on
the continent by Serra do Mar (the source of the rivers that
form the Guandú drainage basin), by the isolated hills that
divide the Guanabara Bay and the coastal massifs of
Mendanha and Pedra Branca and an extensive area of
lowland, crossed by many rivers, consisting of 22 sub-basins
(SEMADS, 2001; Ferreira and Moreira, 2015). The main
rivers flowing to Sepetiba Bay and its respective average
discharge are Guandú (89 m3 s-1), Guarda (6.8 m3 s-1), Itá (3.3
m3 s-1), Piraquê (2.5 m3 s-1), Portinho (8.8 m3 s-1), Mazomba
(0.5 m3 s-1) and Cação (1.1 m3 s-1) (Ferreira and Moreira,
2015).
The vegetal cover of the basin presents remnant areas of
native vegetation and in regeneration stage, such as forests,
mangroves, fields, pastures and agricultural areas (Costa,
2010). Forests are characterized by fragments of various
sizes and successional stages, located on the tops and slopes
of the mountains and cover about 40% of the basin area
(SEMADS, 2001).
The humid tropical climate of the region and the high
rainfall induce the shape of the relief, facilitating the action
of rock weathering (SEMADS, 2001). Erosion is favored by
geomorphological features and by human occupation in the
hillside areas (Costa, 2010), contributing to the silting
process of the region. Sediment accumulation in the river
beds prevents free flow and causes overflowing in periods of
high rainfall (Costa, 2010). However, since the seventeenth
century the low river courses have been rectified, dredged,
channeled, joined by valleys to avoid the constant flooding
of this region due to its flat topography. The intervention
works in the river basins that flow into Sepetiba Bay were
began by the Jesuit priests, who lived in the Sepetiba Region
between 1616 and 1759, when they were excluded by the
policy of the Marquis of Pombal (SEMADS, 2001). The
Guandú River mouth, near the study area, through the São
Francisco Canal, in Sepetiba Bay, is occupied by mangroves
and has a delta in formation (SEMADS, 2001).
The Sepetiba Bay is the target of economic, strategic and
geopolitics that are reflected in a complex entanglement of
mega-projects with high potential of social and
environmental impact (Moreno and Kato, 2015). The socalled Sepetiba Industrial Complex covers the industrial
areas around the bay, which include the Sepetiba Industrial
Complex, the Itaguaí/Sepetiba Harbor backyard and the
Santa Cruz Industrial District. The Sepetiba Bay includes the
Southeast Port, the Itaguaí Port and the TKCSA Port (Fig. 1).
According to Almeida (2004) and Sá (2008) dredging works were
made aiming to deepen the main navigable channel to receive
larger and faster vessels to the Itaguaí Port. Due to the industrial
development and urban centers, the region has become the
second main wastewater recipient of the Rio de Janeiro
State, greatly affecting the diversity of aquatic organisms
and generating social-environmental problems (MelgesFigueiredo, 1999). In the social and public health context, it
has been repeatedly impacted with sewage discharging from
domestic and industrial sources, without treatment at some
points and with questionable treatment in its majority and,
therefore, has high concentration of heavy metals in water,
sediments and living organisms (Pellegatti, 2000; Wasserman
et al., 2001; Molisani et al., 2004; Ferreira, 2009; Rocha et al.,
2010; Ferreira and Moreira, 2015; Díaz Morales et al., 2019).
481
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Brazil
Guandu River
Itaguaí
SP6
A.
Itaguaí
NUCLEP
Madeira Island
Industrial District
Vale
Ingá/
CSN
USIMINAS
Industrial District
Port Sudeste
Shipyard
DCNS
UTE
Furnas
Port of Itaguaí /
Sepetiba
Rio Guandú
Cosigua
São Fransisco Canal
TKCSA
CSA Port
Air-base
Santa cruz
SP6
CSA Port
B.
Fig. 1. Location of core SP6 in Sepetiba Bay. This core was collected near the TKCSA Port near the outflow of Guandú River. Other
industries and industrial districts are also signaled. The study area is also close to the Santa-Cruz Airport (a military air-base). Legend:
TKCSA – “Thyssenkrupp Companhia Siderúrgica do Atlântico” (Thyssenkrupp Atlantic Steel Company). NUCLEP – “Nuclebrás
Equipamentos Pesados S.A” (Nuclebras Heavy Equipment S.A). Ingá - Ingá Mercantil. CSN – “Companhia Siderúrgica Nacional”
(National Steel Company). Furnas – “Furnas Centrais Elétricas” (Furnas Power Stations). Cosigua – “Companhia Siderúrgica da
Guanabara of Gerdau” (Guanabara of Gerdau Steel Company); DCNS – composed by Odebrecht Defense and Technology (50%) and
“Direction des Constructions Navales et Services” (Directorate of Shipbuilding and Services).
482
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Enrichment of chemical elements such as Cd, Cu, Ni, Pb
and Zn exceeding the recommended limits by the Brazilian
legislation and the natural values have been found in
Sepetiba Bay, as a consequence of human, harbors and
industrial activities, as well as dredging, which resuspend the
sediments and contribute to the reintroduction of metals in
the water column (e.g. Silva-Filho et al., 1996; Wasserman et
al., 2001; Patchineelam et al., 2011; Díaz Morales et al.,
2019).
2. Materials and methods
The sediment core SP6 (286 cm long) was collected in
2015, in the inner area of Sepetiba Bay, at 3.0 m of water
depth, in front of the Rio Guandú mouth, through the São
Francisco Canal near the TKCSA Port (Fig. 1). This core was
sampled every 2 cm. Samples were submitted to textural,
mineralogical, geochemical and foraminiferal analyses.
In this work new geochemical (elemental concentrations
and 210PB and 137CS results by gamma spectrometry) and
mineralogical data were compared with foraminiferal and
total organic carbon (TOC) and total sulfur (TS) data
acquired by Pinto et al. (2017; as core T4), aiming to access
the causes that lead to the almost the disappearance of
foraminifers in the upper section of the analyzed site, the
main aim of this work. Only the upper 240 cm of core SP6,
corresponding to a fine sedimentary sequence, was studied
in this work, since the base (285-240 cm) consists of coarser
sediments. This option was adopted aiming to avoid the
negative effect of stronger hydrodynamic conditions on
foraminifera records.
2.1 Sedimentological Analyses
Grain-sizing was carried out by wet sieving. The
sediment was washed with distilled water over mesh sieves
of 63 μm, 125 μm, 250 μm, 500 μm, 1000 μm and 2000 μm.
All the sedimentary fractions were collected and dried in an
oven at about ≈60ºC. The weight and percentage of each
dried granulometric fraction were determined. The
sediments granulometry were classified according to Folk
and Ward (1957).
For TOC, TS, carbonates and insoluble residue contents,
a split of each dry sample was macerated (reduced to grain
size <63μm), homogenized, decarbonated through
acidification of the sample (HCl - 1mol.l -1) and then dried
in an oven (at ≈60ºC) for 12h. The decarbonation process
was repeated twice in each sample. For the determination of
TOC, an aliquot of 10 mg of the already processed sediment
was used and the analysis was performed with a SC 634
equipment of the LECO.
Mineralogical analysis was carried out in the sediments
fine fraction (<63 µm) by X-Ray Diffraction (XRD)
techniques. The samples preparation and the
semi-quantification were described by Martins et al. (2007).
Concentrations of Al, As, Ca, Cd, Co, Cr, Cu, Fe, La, Mg,
Mn, Nb, Ni, P, Pb, Sc, Sn, Th, Ti, V, Y, Zn and Zr were
estimated in sediment fine fraction by total acid digestion
(with 4 acids, HNO3-HClO4-HF and HCl) followed by
Inductively Coupled Plasma Mass Spectrometry (ICP-MS),
and/or Inductively Coupled Plasma Emission Spectrometry
(ICP-ES) at the ACME Laboratory (Analytical Services),
Vancouver, Canada.
To assess the enhancement of chemical elements, in each
sample, the enrichment factor (EF) was calculated for each
element, according to the procedure suggested by BuatMenard and Chesselet (1979):
𝐸𝐹 =
𝐶𝑥
(𝐶𝑛
)𝐸𝑛𝑣𝑖𝑟𝑜𝑛𝑚𝑒𝑛𝑡
𝐶𝑥
) 𝐵𝑎𝑠𝑒𝑙𝑖𝑛𝑒
(𝐶𝑛
Where Cx is the concentration of the x element whose
enrichment is to be determined and Cn is the concentration
of the n normalizing element assumed to be characteristic of
the baseline. For the baseline, the values estimated by Pinto
et al. (2019) were considered. In the present study, the Al
was considered as normalizer. Since Al, is a widely used
element as a geochemical normalizer to minimize possible
effects of sediment granulometric and mineralogical
heterogeneity (Machado et al., 2008), representing the clay
minerals sedimentary component, as suggested by Soares de
Almeida et al. (2019).
The variation of PTE contents was compared with the
baseline value, by dividing the concentration of each element
(Cmetal) in the sediments by the respective the baseline (Cbaseline)
in the study area estimated by Pinto et al. (2019). Tomlinson
et al. (1980) named this ratio as contamination factor (CF).
In this study we considered the CF as a concentration factor:
𝐶𝐹𝑚𝑒𝑡𝑎𝑙 =
2.2 Foraminiferal Analysis
𝐶𝑚𝑒𝑡𝑎𝑙
𝐶𝑏𝑎𝑠𝑒𝑙𝑖𝑛𝑒
Foraminifera density (FD: the number of specimens per
each species per 10 ml of sediment) and the species richness
(number of species found per 10 ml of sediment in each
sample) were determined in the sediment fraction 63-500
μm, separated by wet sieving from aliquots of 10 ml of total
sediment collected along the core SP6. Foraminiferal tests
were separated from the sediment, identified and counted
under a binocular microscope (LEICA MS16F, maximum
magnification 480X) and fixed in microslides.
The species identification was based on several
references, such as Loeblich and Tappan (1988), Debenay et
al. (1998), Semensatto-Jr. and Dias-Brito (2004), Raposo et
al. (2016), Belart et al. (2017) and Alves Martins et al. (2019).
The species nomenclature was updated following the World
Foraminifera Database (Hayward et al., 2017).
2.3 Sediment Accumulation Rate
Sediments also were submitted to 210PB, 226RA and 137CS
analyses by gamma spectrometry in the Laboratory of
Spectrometry Gamma, of the Oceanographic Institute,
483
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
University of São Paulo (Brazil). The methodology for
determining the radionuclides 210Pb, 226Ra and 137Cs was
established by that laboratory and are described in detail in
Figueira et al. (2007) and Ferreira et al. (2014).
2.4 Radiocarbon dating
Three results of radiocarbon dating, performed in the
Beta Analytic Laboratory (Miami, Florida), were obtained on
mollusk shells recovered from 114-112 cm and on organic
matter from the 135-130 cm and 215-212 cm sediment
layers. The age obtained for the layers 135-130 cm and 215212 cm was calibrated using Marine 13 database (Reimer et
al., 2013) and the delta R 32 ± 44 (Alves et al., 2015).
2.5 Statistical analysis
Shannon index values were determined for samples with
FD >100 specimens. Selected abiotic and biotic data were
transformed by log (x + 1) and submitted to Principal
Components Analysis. Pearson correlations also were
estimated. Statistical analyses were carried out with the
Statistica 12 software.
3. Results
Results of radiocarbon dating are presented in Table 1,
indicating the following calibrated ages: for 112-114 cm, 60
years calibrated before Christ (yrs cal BP; 1955 AD; AD anno domini); for 135-130 cm, 2011±30 cal BP (146 cal BC 24 cal AD; BC – before Christ) and; 215-212- cm, 2.350 ±
30 cal BP (415-385 cal BC). Recent sediment accumulation
rates (Table 2; Fig. 2) estimated by 210Pb and 137Cs
radionuclides activity were 0.26±0.04 cm yr-1 and 0.35±0.03
cm yr-1, respectively. Core SP6 is a muddy sedimentary
sequence with intercalations of sandy sediments such as
between 142-124 cm (Figs. 3, 4; Appendix 1).
3.1 Sedimentological Results
The mineralogical composition of the sediments is
mostly composed by phyllosilicates, quartz, K-feldspars and
plagioclase, also including, minerals, such as calcite, anatase,
anhydrite and pyrite (Appendix 1). Phyllosilicates are the
main abundant minerals (36.6-90.0 %; mean 73.5%). The
depth plot of phyllosilicates, quartz and feldspars show that
the percentage of these minerals oscillates along the core
without a striking trend (Fig. 4). Pyrite is present mostly at
the base and the core top (Fig. 4). The percentage of calcite
is reduced (<7.6%; mean 0.3%).
The TOC values along the core SP6 were in generally
high (mean = 2.0 ± 0.4%), ranging from 1.4-2.90 %. A
tendency of increasing of TOC values from the base to the
core top (R2 = 0.58%) was observed (Fig. 5). The highest
TOC contents were observed in the section 126-72 cm (2.02.9%) and the lowest at the core base between 240-168 cm
(1.4-1.5%) (Fig. 5). The mean value of sulfur content was
0.90% (0.5-1.5 %; mean 0.9± 0.2%). The highest values of S
were recorded between 180-100 cm and in the upper section
of the core (first 50 cm) (Fig. 5). The C/S ratio varied
between 1.3-3.7 (mean 2.3± 0.4). Relatively high C/S values
were recorded between 124 cm and the core top (Fig. 5).
Concentrations range of the analyzed chemical elements
(Al, As, Ca, Cd, Co, Cr, Cu, Fe, La, Mg, Mn, Nb, Ni, P, Pb,
Sc, Sn, Th, Ti, V, Y and Zn and Zr) along the core SP6 are
presented in Table 3 and Appendix 2. Calcium contents are
low (mean: 0.29±0.04 %) and vary around the mean values.
The depth plots of Al, Fe, Ti, Ca, P, Mn and V contents
presented in Fig. 6A show sudden changes in the tendency
of vertical distribution of these elements around the 126 cm
depth. Concentrations of Al, Fe, Ti, Mn and V (Fig. 6A) and
the CF values of these elements (Fig. 6B) tend to decrease in
the upper core section (126-0 cm). Zinc, Cr, Pb, Ni, Sn, Co
and Cd contents also tend to decrease in this section
presenting an opposite pattern to P (Fig. 7A) and Zr. The
same trends are observed for the respective CF of each
element (Fig. 7B). Cyclic changes around the mean were
observed for As and Cu contents along the core SP6
(Supplementary Figure 1 – Fig. S1). The values of the
concentration factor (As/As*) for As, also oscillate cyclically
around the mean (Fig. S1). The EF values for Zn, Pb, Sn, Cd
(Fig. 8) and Cu (Fig. S1) decline in the upper section of core
SP6, whereas for Cr, P and Ni increase in the same section
(Fig. 8).
3.2 Benthic foraminifera
Along the core SP6, 35 species/taxa of foraminifera with
carbonated tests were identified (Appendix 3). Depth plots
of foraminifera density (n.º specimens/10 ml), species
richness (n.º species per 10 ml), and abundance of the main
species/taxa (n.º specimens /10 ml), as well the
Elphidium/Ammonia ratio are presented in Figure 9. These
plots show that foraminifera density (FD: number of
specimens/ 10 ml; <408 specimens/ 10 ml) is quite low and
decrease significantly in the upper core section. The same
trend is followed by species richness (SR: number of
species/ 10 ml), which is quite low <16 species/10 ml per
sample. The highest FD was observed between 239-130 cm,
along with mollusk shells and ostracod valves.
Ordering by decreasing abundance (n.º specimens/10
ml) the following species can be listed: Cribroelphidium
excavatum (<275), Elphidium gunteri (<123), Ammonia tepida
(<53), Elphidium oceanense (<41), Ammonia parkinsoniana
(<35), Buliminella elegantissima (<27), Quinqueloculina seminula
(<15), Ammonia rolshauseni (<6), Cibicidoides lobatulus (<6) and
Bolivina striatula (<6). The abundance of these species and
also other miliolids (e.g. Miliolinella circularis, Miliolinella
subrotunda and poorly preserved miliolids) and bolivinids (e.g.
Bolivina compacta, Bolivina lowmani densipunctata, Bolivina striatula
and Bolivina variabilis) is low or declines in the upper core
section (126-0 cm depth; Fig. 9).
484
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Tab. 1. Radiocarbon results. Legend: pMC - Percent Modern Carbon; * 95.4 % Probability, BetaCal3.21: HPD method: SHCAL13
Calibration; ** 2 sigma calibration. Analysed Material: (1) shell; (2) Organic matter.
Depth (cm)
d13C (‰)
Beta N.º
114-112 cm (1)
441339
-8.6
Conventional
Radiocarbon Age
105.4 ± 0.3 pMC
135-130 cm (2)
519822
-23.9
2090 ± 30 BP
*146 cal BC - 24 cal AD
215-212 cm (2)
441340
-22.3
2350 ± 30 BP
** 415-385 cal BC (400
cal BC)
Activity
210Pb
0
100
Calibrated Results Before Present
* 2095 - 1926 yrs cal BP (2011±30
yrs cal BP)
** 2365 to 2335 yrs cal BP (2350±30
yrs cal BP)
60 yrs cal BP
CIC
Activity
(Bq kg-1)
50
Calendar Calibrated
Results
1955 AD
137Cs
0
150
2
ln (210Pbxs )
(Bq kg-1)
4
6
0
8
0
0
0
25
25
25
2
4
6
50
Depth (cm)
Depth (cm)
Depth (cm)
0.93
R² = 0,93
50
75
75
100
100
50
75
100
Obtained
Obtained
Obtained
Moving
Average
Média
móvel
Obtained
Regressão
Regression
Fig. 2. Results of 210Pb and 137Cs radionuclides activity and the estimation of constant initial concentration (CIC).
Tab. 2. Results of 210Pb (Bq kg-1) and 137Cs (Bq kg-1) activities and the CIC values (ln (210Pbxs)) in the analysed sediment layers of the
SP6 core.
Activities
Depth
(cm)
210Pb
Value
(Bq kg-1)
Error
0
2
CIC
137Cs
(Bq kg-1)
Value
Error
2.77
2.72
0.22
0.22
ln (210Pbxs)
Value
Error
4
71.14
1.91
3.25
0.14
9
58.06
1.57
1.87
0.15
2.54
0.14
14
17
57.55
53.85
1.56
1.41
3.57
0.28
2.50
2.14
0.14
0.14
23
43.64
1.20
0.72
0.06
25
41.10
1.13
1.72
0.14
29
49.94
1.32
1.75
0.14
1.53
0.14
34
41.69
1.06
0.43
0.03
40
49.74
1.35
1.37
0.11
1.48
0.14
45
48.02
1.26
0.99
0.14
485
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
B
…
A+B
cm
Discontinuity
Sediment removed by
dredging
Anthropized section
cm
Accumulation
of new
sediment after
dredging
Medium Sand – MS
60 yrs cal BP (1955 AD)
A
…
Discontinuity
2011 30 yrs cal BP
Legend
Silt/Clay - Si
Very Fine Sand –
VFS
Non-anthropized section
Fine Sand – FS
Medium
Sand – MS
Dredged
2350 30 yrs cal BP
Biogenic components
Broken shells
Bivalve shells
Fig. 3. Macroscopic characterization of core T4 (adapted from Pinto et al., 2017). Radiocarbon results are presented. A. Nonanthropized sedimentary section. B. Temporal gap due to dredged out (sediment removed). B. After dredging, new sediments were
accumulated. Core T4 is composed by A + B sections. Below a particle size scale is presented.
The abundance of Cribroelphidium excavatum, Buliminella
elegantissima and miliolids (mostly represented by Q. seminula)
rise mainly in the lower core section (Fig. 9). The values of
Elphidium/Ammonia ratio increase cyclically but more
frequently in the lower half of the core along with small increases
in the abundance of miliolides and bolivinids. FD and SR
increased slightly in the upper 45 cm of the core SP6 (Fig. 9). The
species percentage in the samples with density >100
specimens, presented in Figure 10 (and Appendix 3), shows
that foraminiferal assemblages are largely dominated by E.
gunteri in layers between 155-130 cm; below this section C.
excavatum tends to be the dominant species and a greater
number of species/taxa tend to be relatively frequent in the
lower core section between 240-221 cm. The Shannon index
values are low along the core SP6, but also tend to increase
in the lower section (Fig. 10).
3.5 Statistical results
Figure 11 includes the biplot of Factor 1 against the
Factor 2 of PCA based on selected biotic and abiotic data
(Appendix 4). Factor 1 (46%) and the Factor 2 (14%) explain
most part of data variability (60%). The Factor 1 of this PCA
put in opposition: FD, SR, the abundance of C. excavatum, E.
gunteri, A. tepida, A. parkinsoniana and B. elegantissima and the
values of Elphidium/Ammonia ratio, as well as the CF of Cd,
Co, Cr, Cu, Ni, Pb, Sn and Zn (I) and the CF of P and TOC
contents (II). The Factor 2 of this PCA opposed FD, SR, the
abundance of C. excavatum, E. gunteri, A. tepida, A.
parkinsoniana and B. elegantissima and the values of
Elphidium/Ammonia ratio (III) and the CF of Cd, Co, Pb, Sn
and Zn (IV).
The correlations between TOC, Al and Sc and the
analyzed chemical elements is presented in Table 4. TOC has
significant negative correlations with Al, Cd, Co, Cr, Fe, Mg,
Mn, La, Ni, Sc, Sn, Ti, V, Y and Zn. Aluminum and Sc also
have negative correlations with these variables, except with
Nb and Th. TOC has significant positive correlations with
Ca, Nb, P, Th and Zr.
486
Alves Martins et al.
Journal of Sedimentary Environments
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4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Tab. 3. Range of the elemental concentrations (obtained by total
digestion of the sediments and analysed by ICP-MS and ICP-ES)
along the core SP6.
Elemental
Concentrations
Maximum
Minimum
Mean
resedimenting after thunderstorms mainly in shallower
waters or anthropogenic-driven changes, as also observed by
Bueno et al. (2019) in several Brazilian coastal systems. The
construction of channels in the drainage connecting Sepetiba
Bay to the Paraíba do Sul river caused an increase of finegrained sediment discharge (Lacerda et al., 1987; Barcellos
and Lacerda, 1994; Barcellos et al., 1997; Molisani et al.,
2004, 2006; Patchineelam et al., 2011; Montezuma, 2012;
Borges and Nittrouer, 2015, 2016).
Al
%
12.8
7.8
10.1
As
mg kg-1
14.0
8.0
11.0
Ca
%
0.4
0.2
0.3
Cd
mg kg-1
5.9
1.3
2.9
Co
mg kg-1
16.0
10.0
12.8
Cr
mg kg-1
95.0
70.0
80.9
Cu
mg kg-1
38.0
30.0
34.3
Variable
Fe
%
6.3
5.1
5.6
46.0
9.0
La
mg
kg-1
Tab. 4. Correlations between TOC, Al and Sc and the analyzed
chemical elements. Marked in red (for negative) and blue (for
positive) correlations are significant at p <0.05.
TOC
Al
Sc
TOC
…..
-0.65
-0.57
32.3
Al
-0.65
…...
0.97
Mg
%
1.1
0.8
0.9
Mn
mg kg-1
1006
446
578
As
Ca
0.00
0.35
-0.11
-0.27
-0.14
-0.25
Nb
mg kg-1
30.0
24.0
27.4
Cd
-0.63
0.69
0.59
Co
-0.78
0.87
0.82
Cr
-0.29
0.38
0.33
Cu
-0.16
0.51
0.53
Fe
-0.51
0.87
0.85
Mg
-0.60
0.36
0.35
Ni
mg kg-1
35.0
26.0
30.1
P
%
0.2
0.1
0.1
Pb
mg kg-1
90.0
33.0
52.9
Sc
mg kg-1
18.0
11.0
14.1
Sn
mg kg-1
22.0
8.0
12.8
Mn
-0.65
0.71
0.64
Th
mg kg-1
17.0
5.0
13.0
La
-0.31
0.74
0.76
Ti
%
0.7
0.5
0.6
Nb
0.43
0.03
0.11
V
mg kg-1
133
99
114
Ni
-0.72
0.90
0.84
Y
mg kg-1
24.0
8.0
18.6
P
0.89
-0.74
-0.65
Zn
mg kg-1
1307
308
646
Pb
-0.71
0.75
0.64
Sc
-0.57
0.97
…..
Sn
-0.65
0.72
0.61
Th
0.53
-0.25
-0.17
Ti
-0.71
0.88
0.84
V
-0.62
0.84
0.77
Y
-0.42
0.85
0.87
Zn
-0.71
0.82
0.72
Zr
0.69
-0.78
-0.71
Zr
mg kg-1
96.0
48.0
65.1
4. Discussion
4.1 Sedimentary record loss in core SP6
C137
The sediment accumulation rate determined by
(0.35 cm yr-1) is relatively higher than that determined by
Pb210 (0.26 cm yr-1), for the last hundred years, since the
upper core sediments are less compacted. The sediment
accumulation rate estimated in core SP6 is lower than that
determined, also using 210Pb geochronology, by
Patchineelam et al. (2011) in Marambaia cove (0.47 cm yr-1)
and Borges and Nittrouer (2015, 2016), ranging from 0.37
cm yr-1 to 2.0 cm yr-1 for the last hundred years in 10
sediment cores collected in Sepetiba Bay. These results
indicate large variation of sediment accumulation rates in
Sepetiba Bay, probably due to hydrodynamical features and
The particle size and mineralogical composition of the
core SP6 do not indicate disturbances in the sedimentary
column, but the radiocarbon ages (in the layers 112-114 cm
and 135-130 cm; Table 1) suggest sedimentary record loss.
This assumption is also supported the sharp increase of
TOC, P and Zr contents and the marked reduction of Zn,
Ni, Co and Cd in the upper core section (≈126-0 cm).
487
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Journal of Sedimentary Environments
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4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Phyllosilicates
(%)
Sand Fraction
(%)
30
0
10
20 0
50
100
0
20
Pyrite
(%)
Total Feldspars
(%)
Quartz
(%)
60 0
40
40 0
20
20
40
0
20
40
60
80
Depth. (cm)
100
1955 AD
60 yrs cal BP (1955 AD)
120
2011 30 cal BP (146 cal BC - 24 cal AD)
140
160
180
200
2.350
30 cal BP
220
240
Fig. 4. Depth plots of sand fraction (<63 µm), phyllosilicates, quartz, total feldspars (k-feldspars + plagioclase) and pyrite. A temporal
gap around the layer of 126 cm is gray marked. Radiocarbon data results are presented.
TOC
(%)
Sand Fraction
(%)
0
20
40
0.9
1.4
1.9
S
(%)
2.4
2.9
0.3
0.8
Foraminifera Density
Log (specimens n /10 ml)
C/S
Ratio
1.3
1
2
3
4
5
1
100
Al/TOC
Ratio
3.0
5.0
7.0
9.0
0
20
40
Discontinuity 3
60
drowning
Eutrophication
impact
R² = 0.58
80
(cm)
Depth
Depth (cm)
100
120
140
60 yrs cal BP (1955 AD)
drowning
Discontinuity 2
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
drowning
Discontinuity 1
180
200
220
2.350
30 cal BP
(415-385 cal BC )
240
Fig. 5. Depth plots of the percentage (%) of sand fraction (<63 µm), total organic carbon (TOC) and total sulfur (S). C/S ratio and
foraminifera density (logarithmic values) are also presented. The trend line and respective R2 for TOC values and radiocarbon data are
also shown, as well as indications from the interpretation of these variables. A temporal gap around the layer of 126 cm is gray marked.
The upper section of the core is yellow signed.
488
Alves Martins et al.
Journal of Sedimentary Environments
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4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Al (%)
7
9
11
13 5
5.5
Ca (%)
Ti (%)
Fe (%)
6
0.5
0.6
0.7 0.2
0.25
0.3
P (%)
0.35
0.4
0.08
Mn (mg
0.13
0.18
0.23
430
V (mg kg-1)
kg-1)
630
99
830
109
119
129
0
20
R² = 0.55
R² = 0.60
R² = 0.63
R² = 0.55
R² = 0.80
R² = 0.65
40
60
Depth. (cm)
80
100
60 yrs cal BP (1955 AD)
120
140
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
180
200
220
2.350
30 cal BP
(415-385 cal BC )
240
A.
Fe/Fe*
Al/Al*
0.5
1
1.5
1
1.1
1.2
1.3
Ca/Ca*
Ti/Ti*
1.4 1
1.1
1.2
1.3
1.4 0.2
0.3
0.4
P/P*
1.4
2.4
V/V*
Mn/Mn*
3.4
4.4
1
1.5
2
2.5
1
1.2
1.4
1.6
0
20
40
R² = 0.60
R² = 0.55
R² = 0.55
R² = 0.63
R² = 0.65
R² = 0.80
60
Depth. (cm)
80
100
60 yrs cal BP (1955 AD)
120
140
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
180
200
220
2.350
30 cal BP
(415-385 cal BC )
240
B
Fig. 6. Depth plots of: A. Al (%), Fe (%), Ti (%), Ca (%), P (%), Mn (mg kg -1) and V (mg kg-1). B. Concentration factor (CF), or ratios
of each element with the respective baseline concentration (*) proposed by Pinto et al. (2019). The results of radiocarbon data are also
presented. A temporal gap around the layer of 126 cm is gray marked. The upper section of the core is yellow signed.
The reduction of Zn, Ni, Co and Cd in this section
(≈126-0 cm), is the opposite of what we were expecting.
Several previous works revealed the occurrence of sharp
increase of metals in the last century caused by the
exponential population growth and industrial activity around
Sepetiba Bay (Silva-Filho et al., 1996; Wasserman et al., 2001;
Gomes et al., 2009; Patchineelam et al., 2011; Borges and
Nittrouer, 2016; Araújo et al., 2017).
Industries established in 1966, produced Zn ingots,
until the end of the 1990’s. During this time, this industrial
activity released significant quantities of Zn and Cd
(Patchineelam et al., 2011). Copper also reaches the bay
through diffuse sources (Molisani et al., 2004; Lacerda and
Molisani, 2006). Enrichment of other metals such as Cd, Ni
and Pb also have been observed (e.g. Silva-Filho et al., 1996;
Wasserman et al., 2001; Patchineelam et al., 2011; Díaz
Morales et al., 2019). However, this kind of record was not
found in core SP6. Instead, the reduction of Zn, Cr, Pb, Ni,
Sn, Co and Cd concentrations was documented since the
seventies (section 126-0 cm; Fig. 6), as mentioned. So, we
hypothesized that: i) sediments were removed from the
study area; ii) three discontinuities are observed (numbered
1-3); ii) the largest discontinuity (Discontinuity 2; Figs. 3, 5)
and sediment loss was recorded in core SP6 at around 126
cm; on the surface discontinuity (with over ≈2000 years),
were deposited new sediments (accumulated between 126-0
cm), as suggested by the radiocarbon age obtained at the
layers 112-114 cm and 135-130 cm; Table 1); iii) the two
other discontinuities (Figs. 3, 5), which have lower
expression can be identified in TOC depth plot and other
geochemical variables: the first located around 175 cm
(Discontinuity 1) and the latest around 155 cm
(Discontinuity 3). So, the Discontinuity 1 should represent a
transgressive process (Pinto et al. 2017). There is no
evidence of section loss, only drowning, which favored the
increased deposition of organic matter (TOC rise).
Discontinuity 2 is an unconformity because there is erosion
caused by dredging. The contact is abrupt. The increased
TOC values may represent deepening and higher
preservation rate of organic matter. Discontinuity 3 may
address a similar process to 2, that is dredging, deepening
and preservation of organic matter in the bottom.
489
Alves Martins et al.
Journal of Sedimentary Environments
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4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
Zn (mg kg-1)
250
750
1250
Pb (mg kg-1)
Cr (mg kg-1)
70
80
90
100 30
50
Ni (mg kg-1)
90 26
70
36 7
31
12
Cd (mg kg-1)
Co (mg kg-1)
Sn (mg kg-1)
17
22
10
12
14
16
1
3
5
P (%)
0.08
0.13
0.18
0.23
0
R² = 0.55
20
R² = 0.48
R² = 0.70
R² = 0.69
R² = 0.75
R² = 0.85
R² = 0.77
R² = 0.82
40
60
Depth (cm)
80
100
60 yrs cal BP (1955 AD)
120
140
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
180
200
2.350
220
30 cal BP
(415-385 cal BC )
A.
240
Zn/Zn*
3
8
Cr/Cr*
13
0.9
1.1
1.3
Ni/Ni*
Pb/Pb*
1.5 1.3
2.3
3.3
1
1.2
1.4
Sn/Sn*
1.6 2
3
4
Co/Co*
5
6
1.1
1.3
1.5
Cd/Cd*
1.7
1.9 2
7
P/P*
12 1.4
2.4
3.4
4.4
0
20
R² = 0.70
R² = 0.82
R² = 0.48
R² = 0.77
R² = 0.85
R² = 0.75
R² = 0.69
R² = 0.55
40
60
80
60 yrs cal BP (1955 AD)
Depth (cm)
100
120
2011 30 cal BP
140
(146 cal BC - 24 cal AD)
160
180
200
220
2.350
30 cal BP
(415-385 cal BC )
240
B.
Fig. 7. Depth plots of concentrations of: A. Zn (mg kg-1), Cr (mg kg-1), Pb (mg kg-1), Ni (mg kg-1), Sn (mg kg-1), Co (mg kg-1), Cd (mg kg-1) and P (%). B. Concentration factor (CF), or ratios of each
element with the respective baseline concentration (*) proposed by Pinto et al. (2019). The results of radiocarbon data are also presented. A temporal gap around the layer of 126 cm is gray marked.
The upper section of the core is yellow signed.
490
Alves Martins et al.
Journal of Sedimentary Environments
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4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
EF
Cr/Al
EF
Zn/Al
1.2
6.2
11.2 0.5
0.7
0.9
1.1
1
2
EF
Sn/Al
EF
Ni/Al
EF
Pb/Al
3
0.8
1
1.2
1.5
2.5
3.5
4.5
5.5
1
1.2
EF
P/Al
EF
Cd/Al
EF
Co/Al
1.4
0.16
5.16
1.0
2.0
3.0
4.0
0
R² = 0.61
20
R² = 0.51
R² = 0.67
R² = 0.63
R² = 0.64
40
60
Depth (cm)
80
100
60 yrs cal BP (1955 AD)
120
140
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
180
200
220
2.350 30 cal BP
(415-385 cal BC )
240
Fig. 8. Depth plots of the values of enrichment factors (EF) for Zn, Cr, Pb, Ni, Sn, Co, Cd and P. The results of radiocarbon data are
also presented as well as the trend line and respective R 2 for the EF of Zn, Pb, Sn, Cd and P. A temporal gap around the layer of 126
cm is gray marked. The upper section of the core is yellow signed.
Between 1935 and 1941, engineering works were
carried out in practically all the river sections of Sepetiba
lowlands, including the Guandú, river basin (SEMADS,
2001). Construction of 270 kilometers of canals, 620
kilometers of ditches and 50 kilometers of dikes were
completed in that period. In environmental terms, these
works have eliminated or drastically reduced the floods.
We assume that the discontinuity 2 observed in core
SP6, at 126 cm depth, may eventually be related to works
carried out during this period, regarding to settlement of the
Guandú River flow. These activities removed materials
accumulated during ≈2000 years (sedimentary record lost),
on the discontinuity surface were accumulated new
sediments. This discontinuity had a higher impact on benthic
foraminifera as analyzed in the next sections.
In 1973, the government of Guanabara State promoted
feasibility studies for the implementation of a maritime
terminal in the Santa Cruz region, intended primarily to serve
the industrial complex that would be deployed in that area.
With the merger of the states of Guanabara and Rio de
Janeiro, the implementation of the port was the
responsibility of Companhia Docas do Rio de Janeiro CDRJ. The construction of the pier began in 1976, followed
in 1977 by dredging, rockfill and landfill. The port was
opened on May 7, 1982, with the start-up of the Coal
Terminal, leased since July 10, 1997, by Companhia
Siderúrgica Nacional – CSN (Fig. 1).
The sedimentary discontinuity 3, observed in several
variables such as TOC, P and Co in around 60 cm depth of
core SP6, was possibly caused by these works and had some
influence on the recent sedimentation of this area.
4.2 Characteristics of the sediments deposited
before and after the sedimentary discontinuity 2
The new sediments accumulated between 126-0 cm, in
core SP6, are fine-grained and have general mineralogical
characteristics similar to those previously deposited
(between 240-126 cm; Fig. 3). However, the distribution of,
for instance, Al, Fe and Ti (Fig. 6) as well as Zr and La,
suggests slight mineralogical differences between these
sections probably related to changes in the sedimentary
dynamics and mechanical and chemical weathering, as well.
These changes should be related to the anthropogenic
interventions in the Sepetiba hydrographical basin (Smoak
and Patchineelam, 1999; Molisani et al., 2004, 2006; Marques
et al., 2006) and also climatic conditions influencing river
discharge. TOC has significant negative correlations with Al,
Fe, Mg, Mn, La, Nb, Sc, Ti, V and Y (Table 4). The main
sources of these elements should be outside the basin. They
are introduced in the basin through mineralogical
components of the sediments transported mostly by the
rivers. This significant negative correlation should indicate
that this mineralogical component decreased, relative to the
accumulation rate of organic material. This assumption is
also supported by the values presented in the depth plot of
Al/TOC (Fig. 5). Aluminum concentrations are mainly
associated with phyllosilicates (Martins et al., 2015b, 2017),
which are the main mineralogical component of the
sediments of core SP6. This core was collected in a marginal
area of the Guandú River delta front, probably in a protected
zone, out of the high continental sediment load. On the
other hand, as it is located in a shallow area, sediments can
be disturbed by the local hydrodynamics during violent
storm events.
491
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Journal of Sedimentary Environments
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RESEARCH PAPER
1
100
C. excavatum
(n /10 ml)
Species Richness
Log (species n /10 ml)
Foraminifera Density
Log (specimens n /10 ml)
1
6
0
100
200
A. tepida
(n /10 ml)
E. gunteri
(n /10 ml)
300 0
50
100
0
10
20
30
40
A. parkinsoniana
(n /10 ml)
50
60 0
10
20
30
B. elegantissima
(n /10 ml)
40 0
10
20
30
0
0
6
12
Elphidium/
Ammonia (log x+1)
Bolivinids
(n /10 ml)
Miliolids
(n /10 ml)
18
0
2
4
6
8
10
0
1
20
40
60
80
100
Depth (cm)
60 yrs cal BP (1955 AD)
120
140
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
180
200
220
2.350
30 cal BP
(415-385 cal BC )
240
Fig. 9. Depth plots of foraminifera density (n.º specimens per 10 ml), Species richness (n.º species per 10 ml), and abundance of the main species/taxa (n.º specimens per 10 ml). The results of log
(x+1) of Elphidium/Ammonia values and radiocarbon data are also presented. A temporal gap around the layer of 126 cm is gray marked.
492
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Journal of Sedimentary Environments
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4 (4): 480-500. October-December, 2019
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RESEARCH PAPER
Foraminifera Density
Log (specimens n /10 ml)
1
130
A.park
13%
100
0
C.exc
20%
A.tep
20%
20
E.gunt
47%
40
A.park
8%
1.3
134
A.rolsh
4%
C.exc
25%
A.tep
18%
60
A.park A.rolsh
2%
A.tep 4%
9%
221
80
E.gunt
45%
C.exc
72%
1.0
Q.sem B.stria
B.eleg 3%
1%
A.park 7%
5%
A.tep
9%
E.gunt
1%
Depth (cm)
E.gunt
13%
A.tep
12%
100
1.4
155
A.park
5%
C.exc
42%
120
E.gunt
41%
223
1.2
140
185
A.park
A.tep 5%
8%
E.gunt
14%
160
C.exc
74%
1.1
C.exc
73%
180
B.eleg E.ocean Miol
4%
3%
A.park 6%
2%
A.tep
4%
E.gunt
15%
0.9
229
200
C.exc
66%
A.tep
12%
220
207
A.park
6%
E.gunt
22%
C.exc
60%
1.4
1.1
240
E.ocean
9%
B.eleg
7%
A.park
4%
A.tep
12%
E.gunt
3%
Q.sem C.selsey
7%
2%
231
A.rolsh
3% Miliol
1%
B.stria
1%
E.ocean
18%
C.exc
56%
1.6
C.exc
43%
E.ocean
29%
B.eleg
3%
B.eleg
11%
A.park
9%
239
237
C.exc
53%
A.park
7%
A.tep
6%
E.gunt
8%
1.7
A.tep
6%
E.gunt
2%
1.5
Fig. 10. Percentage of the main species/taxa in selected layers (depth in black at the top right corner) with relatively high foraminifera
density (n º specimens per 10 ml) along the core SP6. The blue values in the lower left corner represent the Shannon index
493
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
The new sediments accumulated between 126-0 cm have
relatively low PTE concentrations, such as Zn, Cr, Pb, Ni,
Sn, Co and Cd. The highest concentrations of these chemical
elements were recorded between 240-114 cm. The
significant positive correlations (Table 4) of Al and Sc
(tracing mineralogical contributions) with Cd, Co, Cr, Cu,
Ni, Pb, Sn and Zn (PTEs), as well as with Fe, Mg, Mn, La,
Li, Th, Ti, V, Y and Zr (lithogenic elements), indicate that
the relatively high PTE concentrations in the lower section
of core SP6 are related to lithogenic sources. So, the new
sediments supplied to the study area, are not polluted by
metals as also indicated the CF and EF values of PTEs (Fig.
7B and 8) but are impacted by organic matter (Fig. 5).
Factor Loadings, Factor 1 vs. Factor 2
Rotation: Unrotated
Extraction: Principal components
0,8
As/AS*
EF-Sn
EF-As
EF-Pb
0,6
Factor 2
0,4
0,2
EF-Cd
EF-Cr
EF-Co
Cr/Cr*
Fines
EF-Ni
Pb/Pb*
Sn/Sn*
Cd/Cd*
EF-Zn
Zn/Zn*
0,0
-0,2
-0,4
E.ocea
EF-P
Cu/Cu*
B.eleg
Ni/Ni*
Co/Co* Elp/Am
C.exc
SR
FD
A.park
E.gunt
EF-Cu
A.tep
TOC
I
P/P*
II
Sand
-0,6
-1,0
-0,8
-0,6
-0,4
-0,2
0,0
0,2
0,4
0,6
0,8
1,0
Factor 1
Fig. 11. Biplot of Factor 1 against the Factor 2 of PCA based on
selected biotic data and abiotic data (such as TOC, C/S, sand and
fine fractions, CF (or ratios of each element with the respective
baseline concentration (*)) for As, Cd, Co, Cr, Cu, Ni, Sn, P, Pb
and Zn. Legend: Sand – sand fraction (%; <63 µm); Fines – fine
fraction; FD – foraminifera density (n.º specimens/ 10 ml); SR –
species richness (n.º species/ 10 ml); C.exc. - Cribroelphidium
excavatum (n.º specimens/ 10 ml); E.gunt - Elphidium gunteri (n.º
specimens/ 10 ml); A.tep - Ammonia tepida (n.º specimens/ 10 ml);
E.ocea - Elphidium oceanense (n.º specimens/ 10 ml); A.park Ammonia parkinsoniana (n.º specimens/ 10 ml); B.eleg - Buliminella
elegantissima (n.º specimens/ 10 ml); Elp/Am – Elphidium/Ammonia
ratio.
These results can be explained by two possibilities: core
SP6 is located in a protected area, out of the direct influence
of metals pollution (e.g. Lacerda et al., 2004; Patchineelam et
al., 2011; Díaz Morales et al., 2019) or; if the new sediments
are being introduced in Sepetiba Bay by the Guandú River,
we can deduce that this river is not introducing significant
PTE-polluted sediment into this basin when compared to
that supplied from the Ingá area. Guandú River is the most
important supplier of the Sepetiba Bay watershed and is
responsible for supplying water to several cities, being the
main source of Rio de Janeiro city (Cunha et al., 2016).
However, the catchment area is located upstream of the
industrialized and most populated zone. Guandú River large
watershed, crosses highly vegetated areas (SEMADS, 2001)
and introduces large amount of sediment and organic matter
into Sepetiba Bay (Smoak and Patchineelam, 1999; Molisani
et al., 2004, 2006; Marques et al., 2006). Circulation within
Sepetiba Bay and weak hydrodynamic conditions favor the
sediment accumulation in its inner region, facilitating the
accumulation of fines (Borges and Nittrouer, 2016) and
contributing for its delta formation (SEMADS, 2001).
The supply, accumulation and preservation of organic
matter were high in the last ≈3,500 yrs cal BP, in the study
area. But the TOC values increased significantly in the first
126 cm of the sedimentary column, as did the P contents.
The very sharp increase in P contents may be associated with
additional contributions of agricultural and urban effluents.
Phosphorus should also be released from anoxic layers and
retained in oxic sediments (Almroth-Rosell et al., 2015).
Increasing P levels in the water column may have enhanced
algal blooms within the bay which, once accumulated in the
bottom, in addition to continental organic matter, were
responsible for the large increase of TOC contents and for
the oxygen drop in sedimentary pore-water. This reduction
is signed by the C/S ratio values <3 (Stein, 1991; Borrego et
al., 1998; Morse and Berner, 2000) in most layers of the core
SP6 (Fig. 5).
The most pronounced oxygen scarcity, and the
establishment of anoxia, at least in micro environments, may
have occurred for example in the first 60 cm of the
sedimentary column (new sediments) and in the section 240126 cm depth, leading to the production of biogenic pyrite
(Fig. 4), as also observed by Araújo et al. (2017). In the lower
core section, the establishment of anoxic conditions should
have not been contemporary of the sediment deposition. It
should have been established at a later stage in subsurface
sedimentary layers not producing high impact on benthic
communities as suggest the large abundance of benthic
foraminifera.
4.2 Influence of Eutrophication on Benthic
Foraminifera
Foraminifera assemblages of core SP6 (Fig. 9, 10;
appendix 3) are commonly found in living assemblages of
Brazilian coastal shallow waters (e.g. Delavy et al., 2016;
Martins et al., 2016 a, b; Raposo et al., 2016, 2018; Belart et
al., 2017, 2018, 2019; Duleba et al., 2018). However, in the
lower sedimentary layers (240-229 cm), in addition to a
relatively high foraminiferal density and slight increase of
diversity, the presence of Ammonia parkinsoniana, bolivinids
and buliminids species (Figs. 9, 10 and Appendix 3) suggest
the occurrence of more favorable environmental conditions
even though associated to high organic matter flux and low
oxic conditions (Martins et al., 2016 a, b; Belart et al., 2018).
In the next upper section (220-155 cm), species
diversity is decreasing and increasing dominance, first of C.
494
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
RESEARCH PAPER
excavatum (up to 185 cm) and later of E. gunteri in addition to
the rise of Ammonia spp. (up to 125 cm; Fig. 9). It is difficult
to attribute an environmental cause to explain the exchange
of C. excavatum dominance by E. gunteri since the ecological
niche of these species is not yet well known.
However, as observed by Belart et al. (2018), in
Saquarema lagoon (Saquarema Lagoon System, Brazil), A.
parkinsoniana, C. excavatum and E. gunteri occur in areas with
the highest marine influence and the last two species reach
higher abundance under relatively low temperatures, TOC,
protein and lipid values and relatively high salinities and
carbohydrate contents. In core SP6, the abundance of A.
parkinsoniana increases in the same layers where C. excavatum
and E. gunteri are more abundant, mostly in the lower section,
which probably reveals food preference for sources of
carbohydrates.
Belart et al. (2018) also observed that A. tepida is related
to confined areas and regions with higher temperature,
TOC, protein and lipid values but to relatively low
biopolymers content. These results are confirmed by works
performed in other regions (Martins et al., 2016a, b; Duleba
et al., 2018). They also agree with that obtained by
Pregnolato et al. (2018) that used the Ammonia-Elphidium
Index to assess the oxygenation levels in the Petrobras Polo
Atalaia Production complex area (Sergipe, Brazil), since the
genus Ammonia (but mainly A. tepida) has a greater resistance
than the genus Elphidium to low oxic conditions, and both
are abundant in the coastal zones, which makes possible the
use of this index to access the impact caused by organic
matter. So, this index can be seen as a confinement proxy.
Based on this assumption, the Elphidium-Ammonia
Index (based on Cribroelphidium excavatum plus Elphidium
gunteri versus A. tepida) was used as a proxy to access
higher/lower marine influence in this work. The ElphidiumAmmonia Index along the core SP6 (Fig. 9), suggest, higher
marine influence in the lower core section and larger
environmental instability in the upper core section.
The higher CF and EF values of Cd, Co, Cr, Ni, Pb, Sn
and Zn (Figs. 7, 8), in the period between ≈2400-2000 yrs
BP (section 240- 126 cm of not anthropized sediment;
absence of catchment system and regulation of rivers flow
and industrial activity), should have had natural causes.
These results suggest a landscape in which stormy events
induced large sediment transport from continental source
areas. These metals were introduced in the bay through the
mineralogical component transported mostly by rivers. The
increased EF of Cd, Co, Cr, Ni, Pb, Sn and Zn (Fig. 8) seems
to be mainly associated with the clayey component and
especially to the presence of clay minerals in the area (Fig.
6A: highest Al contents in this section; Fig. 4: relatively high
phyllosilicate contents). Several authors observed the
presence of clay minerals with high metal fixation capacity in
Ribeira Bay (SE of the study area) (Bidone and Silva Filho,
1988; Corrêa et al., 1996). The highest concentration of
metals in the lower core section was associated with
immobile sedimentary phases. Sulfide formation should
have also trapped metals in relatively immobile sedimentary
phases (Burdige, 1993; Martins et al., 2015a).
In the PCA results (Fig. 11), the Factor 2, put in
opposition FD, SR, the abundance of C. excavatum, E. gunteri,
A. tepida, A. parkinsoniana and B. elegantissima and the values
of Elphidium/Ammonia ratio (III) and the CF of Cd, Co, Pb,
Sn and Zn (IV). These results indicate that, to some extent,
the higher concentrations of metals in the lower section of
core SP6 may have had a negative effect on benthic
meiofaunal organisms. Metal adsorption to clay minerals is
one of the most mobile sedimentary phases, with the
possibility of damaging meiofaunal organisms (Martins et al.,
2015a). Organic matter is another possible sedimentary
phase capable of concentrating metals (Martins et al. 2015a)
whose flow and accumulation have been high in the study
area, in the last 2400 yrs. BP.
Foraminifera density was quite reduced in the upper
core section between 126-0 cm. Even in the lower core
section, the large variation of foraminifera abundance
indicates great environmental instability, probably caused by
sediment disturbance during storm events when the wind
and ocean circulation is more active.
Factor 1 of PCA suggests that the main cause
(considering the analyzed variables) for the reducing
abundance of foraminifera should have been the high
sedimentary organic matter contents (Figs. 5, 11), which
were probably induced not only by natural causes but also
by anthropogenic influences. The new sediment deposited
after dredging seems to be not polluted by metals. However,
the study area, is an environment of high environmental
stress caused by silting and increasing eutrophication, as
indicated by benthic foraminifera record.
5. Conclusion
The benthic foraminifera abundance and assemblages’
composition found along the core SP6 indicate that the
environment was a quite instable shallow marine setting in
the last ≈3,500 yrs cal BP. The natural evolution of the area
was probably interrupted by dredging. The new sediment
deposited after dredging was not polluted by metals but
enriched in organic matter. As the main sediment supplier
for this area should be the Guandú River, the obtained data
in core SP6, suggest that this river is not being an important
source of metal pollution for Sepetiba Bay. However, the
study area, is an environment of high environmental stress
caused by silting and increasing eutrophication, as indicated
by benthic foraminifera record.
Foraminiferal repopulation after dredging, seems not to
have been successful. The cause of this failure should have
been associated with the increasing degree of silting and
eutrophication in the study area.
495
Alves Martins et al.
Journal of Sedimentary Environments
Published by Universidade do Estado do Rio de Janeiro
4 (4): 480-500. October-December, 2019
doi: 10.12957/jse.2019.47327
Acknowledgment
The authors would like to thank the reviewers for their
collaboration in improving the work. This paper is a contribution
of the projects: of Fundação Carlos Chagas Filho de Amparo à
Pesquisa (FAPERJ) do Estado do Rio de Janeiro (FAPERJ; Ref.
Proc. n.º 202.927/2019, Program: E_09/2019) and of the
Conselho Nacional de Desenvolvimento Científico e Tecnológico
(CnPQ, process # 443662/2018-5). Virginia Martins and Mauro
Geraldes would like to thank the CnPQ for the research grants
(process # 301588/2016-3 and process # 301470/2016-2,
respectively). This work was also financed by Fundação para a
Ciência e a Tecnologia (FCT, Portugal) through the strategic
project UID/GEO/04035/2019.
Appendices 1-4 are attached as supplementary material (SM1SM4) in:
http://www.e-publicacoes.uerj.br/index.php/jse/article/view/47327
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Supplementary Figure
As (mg kg-1)
7
9
11
13
30
32
34
36
Cu/Cu*
As/As*
Cu (mg kg-1)
15
38 0.2
0.4
0.6
0.8
1.8
2.3
2.8
0
20
R² = 0.28
40
60
Depth (cm)
80
100
60 yrs cal BP (1955 AD)
120
140
2011 30 cal BP
(146 cal BC - 24 cal AD)
160
180
200
220
2.350 30 cal BP
(415-385 cal BC )
240
Fig. S1. Depth plots of As and Cu (mg kg-1) contents and the respective CF values (As/As*, Cu/Cu*). The results of radiocarbon data
are also presented. A temporal gap around the layer of 126 cm is gray marked. The trend line and respective R 2 was presented for
Cu/Cu*. The upper section of the core is yellow signed and the mean values are marked with a gray dashed line.
500