Contamination of heavy metals in the sediment is an important problem for the lagoons.
Basing on the investigation results from Sam Chuon lagoon, concentration of heavy metals was
met the criteria standard of Viet Nam for the sediment, except for Hg at some stations. However,
calculation of risk indices showed that Sam Chuon lagoon are polluted by Hg, As and Pb. The
higher of ecological risk was occurred at the stations close to the anthropogenic activities, and
Hg presented the highest ecological risk in the study area.
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Vietnam Journal of Science and Technology 56 (2C) (2018) 72-79
INVESTIGATION AND ECOLOGICAL RISK ASSESSMENT OF
Pb, As AND Hg IN SEDIMENT OF TAM GIANG-CAU HAI
LAGOON, THUA THIEN HUE PROVINCE
Duong Van Hieu1, *, Tran Tien Dung1, 2, Tran Ngoc Tuan1, Duong Thanh Chung1
1Faculty of Environmental Science, University of Sciences, Hue University,
77 Nguyen Hue Str., Hue city
2Department of Science and Technology, Thua Thien Hue province, 24 Le Loi Str., Hue city
*Email: dvhieu@hueuni.edu.vn
Received: 10 May 2018; Accepted for publication: 21 August 2018
ABSTRACT
Tam Giang - Cau Hai lagoon plays an important role in coastal ecosystems of Thua Thien
Hue Province. The present study aims to determine three toxic elements (Pb, As, Hg) in the
surface sediment and to assess the ecological risk of the selected metal in this area. Sediment
samples and water quality were collected at 9 stations in rainy and dry seasons. Toxic metals
were determined following the USEPA methods 3050A for measuring by atomic absorption
spectrophotometer. Concentrations of Hg, Pb and As in the study area were in the range of 0-
2.64 mg/kg, 4.83-22.13 mg/kg and 1.18-6.24 mg/kg, respectively. The results showed that
concentration of Hg in sediment of most sampling sites were exceeded the National Technical
Regulation on Sediment Quality (QCVN 43:2012/BTNMT), while Pb and As were below the
regulated level. Ecological risk assessment presented that investigated metals posed medium to
high risk to ecology. The estimated ecological risk index (ERI) ranged from 43.9 to 582.9 with
the order of Hg>As>Pb. The highest ecological risk was found at the stations closed to the
Thuan An inlet and ship construction area.
Keywords: Tam Giang – Cau Hai lagoon, ecological risk assessment, toxic metals.
1. INTRODUCTION
The existence of heavy metals in the lagoon sediments are caused by both natural and
anthropogenic sources. In past decades, the increasing of human development activities has been
accelerated the deliveries of metals into the coastal lagoons. Estefan m. Fonseca, 2011 suggested
that high concentrations of heavy metals in the urban runoff sediments can be considered an
important sources of heavy metal to the lagoon [1]. For example, high concentration of Zn and
Ni found in Lagos lagoon was determined from industrial areas [2]. The accumulation of toxic
metals in the sediment is the major threats to the organisms in aquatic ecosystems [3]. Several
studies showed that the high concentration of the heavy metals in the sediments such as Hg, Cd,
Pb were the causes of negative effect to aquatic organisms by direct or indirect pathways.
Ecological risk assessment of As, Pb and Hg in sediment of Tam Giang – Cau Hai lagoon
73
Therefore, the investigation of toxic metals distribution and ecological risk assessment is very
important to understand the impacts into ecosystems.
In Vietnam, the background data of heavy metals in the lagoon sediments still limited,
and ecological risk assessment for Tam Giang-Cau Hai lagoon has not documented. Recently,
Minh VV et al., 2014 depicted that high concetration of heavy metals in the sediments of some
estuaries of Central of Vietnam, in which highest concentration of Pb was determined in the
sediment of Thuan An estuary, is a part of Tam Giang-Cau Hai lagoon [4]. Therefore, this study
focused to investigate the concentration of heavy metals and assessment the ecological risk for
the Sam-Chuon area an important part of Tam Giang-Cau Hai lagoon and tend to supply the
background data for the lagoon systems in Vietnam.
2. MATERIALS AND METHODS
2.1. Sediment sampling and preservation
Surface sediments and waters were sampled at the 9 stations (M1 to M9) in the Sam
Chuon areas of Tam Giang-Cau Hai lagoon (Figure 1). The water quality parameters such as
DO, pH, TDS, EC and salinity were measured by field instrument (Horiba-22, Japan). Surface
sediments were sampled by the sediment core sampler (Cole-Palmer), then wrapped and stored
in cool bag, moving to laboratory in the same day. 1,5 litter of water at each station was sampled
and contained in cleaned PET bottles for measure BOD5 and COD. Sampling was conducted
three times in March, May and August of 2016.
2.2. Samples treatment
Sediments samples were treated
following the guidline of USEPA, method
3050A for As, Hg and Pb measured by AAS
(Atomic Absorption Spectrophotometer).
Sediment after freeze dried was crushed and
sieved by size 0.5 mm. Weighing about 2 g of
sediment and digested by acid solution in the
teflon bottles for analysis [5].
2.3. Ecological risk assessment
* Determination of contamination factor-CF
Contamination factor was used to
evaluate the contamination status of sediment, it was calculated following the equation presented
by Hakanson as below:
CF=
(1)
where CMe is the concentration of heavy metals; CB is the background concentration (used the
data by Turekian, 1961) as Table 1.
Figure 1. The diagram of sampling sites.
Duong Van Hieu et al.
74
Table 1. Background concentration of heavy metals in sediment (mg/kg).
Metals As Hg Pb Fe
CB 1,9 0,08 15 29.600
* Enrichment Factor – EF: Enrichment factor (EF) was calculated based on the equation (2)
showed by Silva, 2011:
EF=
⁄
⁄
(2)
* Geoaccumulation Index - Igeo
(3)
where: Cn is the concentration of heavy metals in sediments; Bn is background concentration of
metals.
* Ecological Risk – ER: ER presents the ecological risk of each metal was calculated follow the
equation:
(4)
Where: TiR: toxic level; Ci: concentration of heavy metals in sediment; Cio: background
concentration.
* Pollution Load Index - PLI
(5)
* Ecological Risk Index - ERI (Radhouan El Zrelli, 2015):
(6)
where: ER is ecological risk of each metal; n is number of metals.
3. RESULTS AND DISCUSSION
3.1. Characteristic of water quality at Sam Chuon area, Tam giang – Cau Hai lagoon
Water quality parameters play a major role in the accumulation and resuspending of heavy
metals in the sediments such as pH, DO, EC, e.g. Table 2 shows the value of the water and
sediment parameters at the sampling sites. In general, there was no significant difference on
water quality at the sampling sites, most of the parameters was under the National Technical
Regulation of Vietnam on marine water quality for aquaculture activities at the coastal zone
(QCVN 10 MT:2015/BTNMT). These data are also of not difference with the previous studies at
Tam Giang – Cau Hai lagoon [6], and coincided with the results conducted at the Butrinti and
Ebrie lagoons [7].
Ecological risk assessment of As, Pb and Hg in sediment of Tam Giang – Cau Hai lagoon
75
Table 2. Physio-chemical characteristics in the water and sediment of Sam Chuon area,
Tam Giang - Cau Hai lagoon.
Site pH DO (mg/L)
Sal%0
(ppt)
TDS
(mg/L)
BOD5
(mg/L)
COD
(mg/L)
LOI (%) in
sediment
M1
Min-Max 7.9-8.3 4.9–6.7 13.0-24.3 18-26 1.5-1.6 9.1-11.1 5.5-14.6
Avg± SD 8.1±0.5 5.8±1.3 18.1±5.7 22±10 1.6±0.1 10.4±2.6 13.7±4.3
M2
Min-Max 7.9-9.0 4.5-7.3 17.4-23 18-26 1.7-2.1 10.5-14.0 3.5–11.9
Avg± SD 8.4±1.4 5.9±2.0 20.4±7.0 22±10 1.9±0.3 12.5±4.5 8.6±4.5
M3
Min-Max 8.2–8.8 6.5-6.6 19.2-23.0 19-27 1.5–3.7 11.7–13.3 2.3–9.3
Avg± SD 8.5±0.8 6.6±0.8 20.6±5.3 23±10 2.6±1.5 12.5±2.1 5.4±3.6
M4
Min-Max 8.4-8.7 5.2-6.7 20.0-23.6 20-26 1.4-4.7 10.7-15.8 4.6–9.2
Avg± SD 8.6±0.4 6.0±1.2 21.6±4.5 23±8 3.0±2.3 13.9±7.0 7.7±2.6
M5
Min-Max 8.6-10.5 4.5–8.4 18.6–2.,6 19-25 1.6–5.8 12.2–16.3 2.6–10.2
Avg±SD 9.9±2.7 6.5±2,8 21.5±6.4 22±9 3.7±3.0 14.5±5.2 7.0±4.0
M6
Min-Max 8.6–10.8 4.0–6.7 20.8–23 20-26 1.1–4.4 11.4–17.6 8.0–13.2
Avg±SD 9.4±3.0 5.3±1.9 21.9±3.2 23±8 2.1±0.7 13.7±8.5 9.7±3.0
M7
Min-Max 9.9-10.4 4.6-6.7 17.7-23.2 18-27 1.6–2.6 13.0-14.3 3.6–16.9
Avg±SD 10.1±0.6 5.6±1.5 20.1±7.0 22±12 2.1±0.7 13.8±1.9 9.1±7.0
M8
Min-Max 9.1-10.5 3.6-7.0 20.5-23.4 22-26 1.8–3.8 13.2-15.6 4.0–10.5
Avg±SD 9.8±1.7 5.3±2.4 22.1±3.7 24±6 2.8±1.4 14.2±3.1 7.0±3.2
M9
Min-Max 8.2-10.2 3.4–6.5 15.3±23 16-23 1.3-1.9 11.4–11.5 4.0–7.7
Avg±SD 9.2±1.4 5.0±2.2 19.4±4.1 19±5 1.6±0.4 11.5±0.7 5.9±2.6
Characteristic of heavy metals in sediment is depend on many factors, however, this study
just considered pH and %LOI factors. Concentration of %LOI in sediment of this area ranges
from 2.3 to 16.9 %. The highest of %LOI was determined at M1, M6 and M7, where directly
receiving the discharge from upland activities. These results are consistent to the data at
Bardawil-Egypt, but much higher than Cabiunas-Brazil.
3.2. Distribution and variation of heavy metals in the sediment
Concentration of As, Pb and Hg investigated for 3 months (March, May and August) from 9
stations was presented in the Table 3. There was a variation of heavy metals concentration in the
sediment of Sam Chuon lagoon in spatial and temporal. Concentration of As, Pb and Hg were
ranging 1.18-6.24 mg/kg, 4.83-22.13 and 0.0-2.64, respectively. In which, As and Pb tend to
increase from March to Augsust, while Hg was found highest in March. The highest
concentration of Hg was detected at station M3, where close to the ship construction company.
This result might be explained that concentration of Hg in sediment mainly received from
upland sources. In comaparison to Vietnamese regulation for sediment quality
QCVN43:2012BTNMT, the concentration of investigated metals was below the regulation,
excepted concentration of Hg at stations M1, M2, M3 were higher.
Duong Van Hieu et al.
76
In general, there was no significant relationship between heavy metals and selected water
quality parameters, except for Pb with DO, EC and salinity in surface water. Pb also have
correlation with organic matter in the sediment.
Table 3. The variation of heavy metals in the surface sediment.
Sites As (mg/kg) Pb (mg/kg) Hg (mg/kg)
March May August March May August March May August
M1 1.55 4.67 6.24 17.64 13.66 22.13 0.43 2.22 0.14
M2 1.58 2.47 3.31 14.79 7.67 13.65 0.37 0.74 0.26
M3 1.67 4.01 2.22 7.44 4.83 8.86 2.64 0.54 0.23
M4 1.18 4.07 2.39 5.55 7.97 6.47 0.62 0.51 0.14
M5 1.45 3.12 5.44 8.18 4.83 15.43 0.41 0.51 0.26
M6 1.45 4.17 3.13 8.60 6.24 7.75 0.35 0.60 0.12
M7 1.64 3.55 5.61 9.33 5.40 13.79 0.59 0.43 0.28
M8 1.67 3.95 4.42 6.90 6.26 15.21 LD 0.31 0.24
M9 (*) 3.10 4.24 (-) 6.53 13.67 (-) LD 0.08
3.3. The correlation coefficiency of heavy metasl and surface water quality parameters
Table 4 shows the Pearson correlation of selected metals and water quality parameters.
Table 4. Pearson correlation coefficient of As, Hg, Pb and water parameters (n = 26, p < 0.05).
COD BOD5 DO Salinity EC TDS pH As Hg Pb
COD 1
BOD5 0.0005 1
DO -0.29 0.6521 1
Salinity 0.4377 -0.292 -0.724 1
EC 0.4533 -0.283 -0.723 0.9991 1
TDS -0.124 -0.306 -0.736 0.3112 0.3067 1
pH 0.2277 -0.124 -0.115 0.2043 0.214 0.147 1
As 0.2313 -0.08 0.2941 -0.002 -0.007 -0.716 -0.023 1
Hg -0.156 -0.322 -0.285 0.1929 0.1707 0.3486 -0.186 -0.097 1
Pb -0.461 0.1627 0.5822 -0.642 -0.654 -0.36 -0.178 0.4248 -0..076 1
3.4. Ecological risk assessement of As, Pb and Hg
In order to assess the ecological risk of As, Pb and Hg at the study area, several indices
were calculated, including: contamination factor (CF), enrichment factor (EF), geoaccumulation
index (Igeo) and ecological risk index (ERI).
The contamination status of selected heavy metals in the sediment of present study was
determined base on CF index, the contamination degree at the sampling sites shows in the Table
5. There was a different contamination of selected heavy metals, the order of contamination
factor of investigated metals was Hg>As>Pb. Most of the sampling sites showed that Hg was
medium or high contaminated, while As and Pd were low or medium.
In overall, the highest EF of Sam-Chuon area was Hg with 6.79, following was As and Pb.
Table 6 shows that the enrichment factor of Hg has a significant higher than As and Pb, the order
of EF at sampling sites was M3>M5>M1>M7>M2>M6>M8>M9. The higher EF of Hg was
close to the market, ship instruction area or agriculture (M3, M5, M1). This explained that the
Ecological risk assessment of As, Pb and Hg in sediment of Tam Giang – Cau Hai lagoon
77
contamination of Hg in the sediment of Sam Chuon lagoon was contributed by the discharge
from human activities.
Table 5. CF and EF at the study sites.
Site CF value EF value
As Hg Pb As Hg Pb
CF Group CF Group EF Group EF Group EF Group CF Group
M1 4.15 2 11.65 3 1.51 0 1.51 0 8.05 2 0.82 1
M2 1.29 1 5.72 2 1.26 0 1.26 0 5.57 2 0.78 0
M3 1.39 1 14.17 3 1.64 0 1.64 0 16.79 2 0.56 0
M4 1.34 1 5.31 2 1.68 0 1.68 0 6.67 2 0.56 0
M5 1.76 1 4.89 2 3.21 1 3.21 1 8.94 2 1.16 0
M6 1.54 1 4.43 2 1.65 0 1.65 0 4.76 1 0.54 0
M7 1.90 1 5.38 2 2.12 1 2.12 1 6.01 2 0.71 0
M8 1.76 1 2.29 1 2.67 1 2.67 1 3.48 1 0.96 0
M9 1.93 1 0.53 0 2.97 1 2.97 1 0.81 0 1.04 0
Note: CF≤1: Low pollution; 1≤CF≤3: Medium pollution; 3≤CF≤6: High pollution;
Table 6. Caculation of Igeo and ER of selected heavy metals at Sam Chuon lagoon.
Site As Hg Pb As Hg Pb
Igeo Lev. Igeo Lev. Igeo Lev. ER Lev ER Lev. ER Lev.
M1 1.13 2 3.54 4 0.25 1 21.85 0 465.92 2 5.94 0
M2 0.37 1 2.52 3 -0.32 0 12.91 0 228.96 1 4.01 0
M3 0.47 1 3.82 4 -1.09 0 13.86 0 566.70 2 2.35 0
M4 0.42 1 2.41 3 -1.17 0 13.41 0 212.40 1 2.22 0
M5 0.81 1 2.29 3 -0.66 0 17.56 0 195.52 1 3.16 0
M6 0.62 1 2.15 3 -0.99 0 15.36 0 177.30 1 2.51 0
M7 0.92 1 2.43 3 -0.66 0 18.96 0 215.04 1 3.17 0
M8 0.82 1 1.20 2 -0.67 0 17.61 0 91.70 0 3.15 0
M9 0.95 1 -0.92 0 -0.57 0 19.31 0 21.15 0 3.37 0
Note: * Igeo level: Igeo ≤ 0: Unpollution; 1< Igeo ≤ 2: Low pollution; 2 < Igeo ≤ 3: Medium pollution; 3 < Igeo ≤ 4: High
pollution; 4 < Igeo ≤ 5: Very high pollution- *ER <150: Low risk; 150 < ER ≤ 300: Medium; 300 < ER ≤ 600: High;
ER > 600: Extremely.
The geoaccumulation index was used to evaluate the impact of human activities. The order
of Igeo at study area was 2.16, 0.72 and -0.65 of Hg, As and Pb, respectively. This result depicted
that the study area was strongly contaminated of Hg from anthropogenic sources.
In terms of evaluating the risk levels of selected metals in the lagoon, ecological risk index
(ERI) was calculated. The result presented in the Table 7.
Duong Van Hieu et al.
78
Table 7. Pollution load index (PLI) and ecological risk index (ERI) of heavy metals at Sam Chuon lagoon.
Sites As Hg Pb PLI ERI
ER Group ER Group ER Group PLI Level ERI Level
M1 21.85 0 465.92 2 5.94 0 3.11 1 493.71 4
M2 12.91 0 228.96 1 4.01 0 1.81 1 245.88 3
M3 13.86 0 566.70 2 2.35 0 2.10 1 582.91 4
M4 13.41 0 212.40 1 2.22 0 1.47 1 228.03 3
M5 17.56 0 195.52 1 3.16 0 1.76 1 216.24 3
M6 15,36 0 177,30 1 2,51 0 1,51 1 195,16 2
M7 18,96 0 215,04 1 3,17 0 1,86 1 237,16 3
M8 17,61 0 91,70 0 3,15 0 1,37 1 112,47 1
M9 19,31 0 21,15 0 3,37 0 0,88 0 43,83 0
Average 16,76 0 241,63 1 3,32 0 1,76 1 261,71 3
Note: ERI < 100: Low risk; 100 < ERI < 150: Medium risk; 150 ≤ ERI < 200: High risk; 200 < ERI < 300: Very
high; ERI > 300: Extremely high risk.
The data presented that the ecological risk of As, Hg and Pb at Sam Chuon lagoon were
from low to medium, the order of ER for single elements was Hg>As>Pb. There was an
important significant difference between elements or stations. The range of ER for As and Pb
was range from 12.91 to 21.85 and 2.22 to 5.94, respectively. In terms of study sites, the ER
group might divided as follows: low risk: M8 and M9; medium risk: M2, M4, M5, M6 and M7;
high risk: M1 and M3. This result also coincided with the study conducted in Lagos lagoon, the
high risk of heavy metals is closely relative with the anthropogenic activities [2].
To calculate the overall toxicity of the study area, the pollution load index (PLI) and
ecological risk index (ERI) were used to assess the intergrated pollution levels of As, Hg and Pb.
Results of PLI show that pollution level of study area was polluted of As, Hg and Pb with the
average value of 1.76. Among sampling sites, the higher pollution was detected at M1 (3.11),
M3 (2.10) and M7 (1.86). Meanwhile, ERI value has a wide range from 43.88 to 582.91. The
extremely high risk was occured at M1 and M3, the lowest risk found at M9 where closed to the
Thuan An estuary. ERI determined in Sam Chuon lagoon was higher than the similar lagoons in
the world [1, 2].
4. CONCLUSIONS
Contamination of heavy metals in the sediment is an important problem for the lagoons.
Basing on the investigation results from Sam Chuon lagoon, concentration of heavy metals was
met the criteria standard of Viet Nam for the sediment, except for Hg at some stations. However,
calculation of risk indices showed that Sam Chuon lagoon are polluted by Hg, As and Pb. The
higher of ecological risk was occurred at the stations close to the anthropogenic activities, and
Hg presented the highest ecological risk in the study area.
Acknowledgment. The study was supported by Hue University under the project Code DHH 2016-01-91.
The authors also thank to QUATEST-II in Danang for a partly support for the analysis.
Ecological risk assessment of As, Pb and Hg in sediment of Tam Giang – Cau Hai lagoon
79
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