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Data analysis for environmental impact of dredging Norpadzlihatun Manap a, b, * , Nikolaos Voulvoulis b, 1 a Faculty of Technology Management and Business, Universiti Tun Hussein Onn Malaysia, Malaysia b Centre for Environmental Policy, Imperial College London, United Kingdom Abstract The aim of this paper is twofold; first is to identify the environmental impact of dredging related to water and sediment quality; and second is to identify the main factors determining the environmental impact of dredging. The method of this research is data analysis using historical dredging data from three dredging projects performed from 2006 to 2008 at two connected rivers in Perak, Malaysia. The indices measured to identify the impact include: total suspended solids, dissolved oxygen, chemical oxygen demand, biochemical oxygen demand, pH, total organic content, iron, zinc, manganese, copper, chromium, mercury, arsenic, and lead. The factors are then identified through determination of relationships between concentration levels in sediment and water and identification of patterns of impact in the water and caged fish during dredging activities. The results of the analysis show that dredging performed in these rivers has an impact on the environment. The impact includes an increase in levels of most of the monitored indices, including dissolved oxygen and metal concentrations in highly contaminated areas. The main factors associated with the environmental impacts of dredging are the contamination level of the sediment and the contamination level of the neighbouring area, aspects that are the main scientific value added by this paper. This paper draws conclusions regarding the importance of two analyses prior to commencement of dredging: sediment quality analysis and analysis of contamination level in the neighbouring area prior to dredging. The results of this paper could help to better anticipate the environmental impact of dredging and allow for suitable mitigation measures to be identified, especially for developing countries such as Malaysia. Keywords: Dredging Environmental impact Impact factors Inorganic compound Contamination level 1. Introduction Dredging has multiple uses, including aiding ship navigation and expanding ports and harbours. Each of the three main stages of dredging (extraction, transport and disposal) requires the use of different technologies. Different types of dredgers can be used during the extraction and transport stages, ranging from cutter suction dredgers to trailer hopper suction dredgers (Duran Neira, 2011; Hongqi et al., 2010; Lefever and Van Wellen, 2011). During disposal, uncontaminated dredged materials are frequently dumped offshore or recycled for a beneficial use, while contaminated dredged materials require different disposal methods. These * Corresponding author. Permanent address: Department of Construction Man-agement, Faculty of Technology Management and Business, Universiti Tun Hussein Onn Malaysia, Beg Berkunci 101, 86400, Parit Raja, Batu Pahat Johor, Malaysia. E-mail address: [email protected] (N. Manap). 1 Permanent address: 1515, 15 Prince's Gardens, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom. disposal methods include the use of silt curtains, oil booms, or special remediation techniques (Kim, 2004). Many dredging projects have been undertaken, the construction of the Panama Canal being one example (Schexnayder, 2010). A high demand for dredging also exists in developing countries such as Malaysia. This demand may due to the growing maritime trade (Manap et al., 2012; Manap and Voulvoulis, 2014; 2015). Given the number of dredging projects proposed in India, it has been estimated that this nation will be the largest dredging market in the world within a few years (George, 2011; Thacker, 2007). Much research has been undertaken to identify the environ-mental impact of dredging. The environmental impact of dredging includes an increase in the level of turbidity, organic and metal compounds in the water and dredged sediment (Wu et al., 2007; Munawar, 1989; Ljung, 2010). In addition, it has been considered good dredging practice to use sediment quality guidelines to characterise the levels of contamination in dredged sites in developed countries such as the United States. Nevertheless, the use of sediment quality guidelines to determine the contamination level

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Page 1: Data analysis for environmental impact of dredging · 2018. 5. 17. · Data analysis for environmental impact of dredging Norpadzlihatun Manap a , b, *, Nikolaos Voulvoulis b 1 a

Data analysis for environmental impact of dredging

Norpadzlihatun Manap a, b, *, Nikolaos Voulvoulis b, 1 a Faculty of Technology Management and Business, Universiti Tun Hussein Onn Malaysia, Malaysia b Centre for Environmental Policy, Imperial College London, United Kingdom

Abstract The aim of this paper is twofold; first is to identify the environmental impact of dredging related to water and sediment

quality; and second is to identify the main factors determining the environmental impact of dredging. The method of this

research is data analysis using historical dredging data from three dredging projects performed from 2006 to 2008 at two

connected rivers in Perak, Malaysia. The indices measured to identify the impact include: total suspended solids, dissolved

oxygen, chemical oxygen demand, biochemical oxygen demand, pH, total organic content, iron, zinc, manganese, copper,

chromium, mercury, arsenic, and lead. The factors are then identified through determination of relationships between

concentration levels in sediment and water and identification of patterns of impact in the water and caged fish during

dredging activities. The results of the analysis show that dredging performed in these rivers has an impact on the

environment. The impact includes an increase in levels of most of the monitored indices, including dissolved oxygen and

metal concentrations in highly contaminated areas. The main factors associated with the environmental impacts of dredging

are the contamination level of the sediment and the contamination level of the neighbouring area, aspects that are the main

scientific value added by this paper. This paper draws conclusions regarding the importance of two analyses prior to

commencement of dredging: sediment quality analysis and analysis of contamination level in the neighbouring area prior to

dredging. The results of this paper could help to better anticipate the environmental impact of dredging and allow for

suitable mitigation measures to be identified, especially for developing countries such as Malaysia.

Keywords: Dredging Environmental impact Impact factors Inorganic compound Contamination level

1. Introduction

Dredging has multiple uses, including aiding ship navigation and

expanding ports and harbours. Each of the three main stages of dredging

(extraction, transport and disposal) requires the use of different

technologies. Different types of dredgers can be used during the extraction

and transport stages, ranging from cutter suction dredgers to trailer hopper

suction dredgers (Duran Neira, 2011; Hongqi et al., 2010; Lefever and Van

Wellen, 2011). During disposal, uncontaminated dredged materials are

frequently dumped offshore or recycled for a beneficial use, while

contaminated dredged materials require different disposal methods. These

* Corresponding author. Permanent address: Department of Construction Man-agement,

Faculty of Technology Management and Business, Universiti Tun Hussein Onn Malaysia, Beg

Berkunci 101, 86400, Parit Raja, Batu Pahat Johor, Malaysia.

E-mail address: [email protected] (N. Manap). 1 Permanent address: 1515, 15 Prince's Gardens, Imperial College London, South Kensington

Campus, London SW7 2AZ, United Kingdom.

disposal methods include the use of silt curtains, oil booms, or special

remediation techniques (Kim, 2004). Many dredging projects have been undertaken, the construction of the

Panama Canal being one example (Schexnayder, 2010). A high demand for

dredging also exists in developing countries such as Malaysia. This demand

may due to the growing maritime trade (Manap et al., 2012; Manap and

Voulvoulis, 2014; 2015). Given the number of dredging projects proposed in

India, it has been estimated that this nation will be the largest dredging

market in the world within a few years (George, 2011; Thacker, 2007).

Much research has been undertaken to identify the environ-mental

impact of dredging. The environmental impact of dredging includes an

increase in the level of turbidity, organic and metal compounds in the water

and dredged sediment (Wu et al., 2007; Munawar, 1989; Ljung, 2010). In

addition, it has been considered good dredging practice to use sediment

quality guidelines to characterise the levels of contamination in dredged

sites in developed countries such as the United States. Nevertheless, the use

of sediment quality guidelines to determine the contamination level

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of a dredging site has also received significant criticism due to the potential

for causing disproportionate sediment remediation costs (Burton, 2002;

European Parliament, 2000; Mark, 2003). In the United Kingdom (UK), for

example, the Water Framework Directive (2000/60/EC) calls for good

ecological status to be achieved in water bodies, allowing only a slight

reduction of water quality in comparison to an unmodified natural water

body (European Parliament, 2000; Mark, 2003). This directive also calls for

sediment environmental quality standards (EQSs) to be derived for the

monitoring and regulation of sediment contamination. The pass or fail

nature of these standards, which additionally depend on sus-pended

sediment as a sampling medium, has fallen under criticism from within the

dredging industry (Burton, 2002).

In addition, developing countries such as Malaysia may not have the

economic capability to prioritise environmental problems arising through

costly sediment remediation techniques, making environmental negligence,

for instance towards the use of sediment quality guidelines as good dredging

practice, a concern. Thus, it is important to assess the environmental impact

of dredging and the factors in one particular location of a developing country

so that decisions to perform dredging in an environmentally friendly manner

can be made in this type of location.

This paper aims to analyse the environmental impacts of dredging and

their factors using the historical dredging monitoring data of Malaysia to

provide an environmentally friendly dredging solution. Historical scientific

evidence will be assessed to deter-mine the environmental impact of

dredging and the factors, assessing three case studies of dredging projects in

Malaysia that extracted sediments of approximately 3 million cubic metres

from 2006 to 2008. Water and sediment quality and a fatal incident at an

aquaculture farm adjacent to a dredging site were assessed to establish their

relationship to dredging.

2. Literature review

Dredging has been largely perceived in a negative light due to its adverse

environmental impact (Table 1). For example, the high turbidity levels that

occur during dredging have always been a key problem debated by the

public (Aarninkhof, 2008). Previous research has established, however, that

the rise of turbidity levels caused by dredging is a temporary effect.

Furthermore, other research has suggested that the resuspension of fine

sediments during storms, as well as during other human activities such as

fishing and ship manoeuvring, can cause impacts similar to dredging

(Hamburger, 2003). While it is correct to note the rise and fall in chemical,

physical and biological parameter values and the ecosystem equilibrium

disturbance that occurs during dredging, the negative perception of dredging

cannot be generalised but, rather, is understood and managed accordingly

on a site by site case.

Understanding the nature and extent of sediment contamination

requires investigating the sources of pollution. Industrial effluents and

sedimentary rocks represent point and diffuse sources for contaminated

sediments. From such sources, contaminants can dissipate into groundwater,

be released through precipitation, or be transported by sediments into

surface water and ultimately adsorbed and retained in sediments on sea or

river beds (De Nobili et al., 2002; Jain and Ram, 1997; Moss et al., 1996).

Similarly, contaminant pathways into the environment are through media

including sediments, air, groundwater, surface and marine water. Through

contaminated precipitation, absorption or direct influent from point and

diffuse sources into the media, contaminants are retained or transported

directly into surface and marine water (Jain and Ram, 1997; Moss et al.,

1996). This retention/transport can be followed by bioaccumulation in the

food web communities triggered by the disturbance of sediments, including

from dredging activities (De Nobili et al., 2002; Moss et al., 1996).

3. Methods

3.1. Theoretical framework

The method of data analysis was used in this research to interpret the

meaning of textual data to describe the phenomenon of the environmental

impact of dredging using Malaysian case studies. Fig. 1 shows the theoretical

framework of this research that is using the method of data analysis (Manap

and Voulvoulis, 2014; Manap et al., 2012; Manap and Voulvoulis, 2015).

3.2. Case studies

Dredging practices in Malaysia were assessed to determine the

environmental impact of dredging and the associated factors by investigating

three dredging projects performed from 2006 to 2008 using data analysis.

The case studies of this research are detailed in Table 2. The main reason for

selecting these three projects as the case studies for this research is that

their locations are adjacent to each other, and dredging was performed in

consecutive years from 2006 to 2008 at these rivers. In view of these

reasons, the changes in these rivers can be linked closely to dredging

activities and the environmental impact of dredging can be analysed.

Data sources for this paper are the environmental reports (Table 3) that

were collected from the dredging contractor who performed these three

projects. Dredging data were extracted from these reports, and data analysis

was performed. The sampling and collection of the data are in accordance

with standards including Standard Methods for Water and Wastewater

(American Public Health Association (APHA), 1995).

A dredging database consisting of water and sediment quality status data

was then developed using Microsoft Excel and geographical information

system (GIS) software ArcMap 10. Spatial data for ArcMap 10 were collected

from the Federal Department of Town and Country Planning for Peninsular

Malaysia and the Department of Irrigation and Drainage: Malaysia. In

addition, a toxicological report based on an investigation by the Aquatic

Toxicological Centre at the Fisheries Research Institute of Malaysia

conducted two days after the fish farm incident was assessed to ascertain

the relationship to dredging performed nearby.

Data monitoring covered all dredging stages, including before, during and

after dredging. The monitoring frequency varied ac-cording to the Malaysian

Environmental Impact Assessment Order 1987. More than 20 indicators of

water and sediment quality status were monitored as shown in Table 4.

However, not all dredging projects were required to monitor every one of

these indicators. The minimum number of indicators monitored for a sample

was 11, and the maximum was 28.

Dredging data from the dredging contractor were analysed and

presented using descriptive statistics in Microsoft Excel, and sample

locations were illustrated using ArcMap10. The results of analysis as

reported in the dredging report from the dredging contractor were obtained

in accordance with the Standard Methods for the Examination of Water and

Wastewater (1995). National Water Quality Standards for Malaysia values,

developed by the Malaysian Department of Environment (DOE), were used

as reference values. Data on the water quality index (WQI) from the Annual

River Quality Status between 2006 and 2010, reported by the Malaysian

DOE, were analysed to determine the water quality status of rivers upstream

from the dredging site. Malaysia has not established its own reference values

for sediment quality, so reference values used in other countries including

Ireland, the United Kingdom, Belgium and

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Table 1 The environmental impacts of dredging on various indicators. Indicator Impact Stage Causal factor Reference

Toxicity responses of Ampelisca Low toxicity for eggs and Before dredging Different contaminant (Khosrovyan et al., 2015)

brevicornis, Vibrio fischeri and embryos availability in solid and liquid eggs and embryos of phases Paracentrotus lividus

Copper and chlordane Possible sediment toxicity Before dredging Land based sources of pollution (Whitall et al., 2015)

Macrobenthic infaunal Changes in faunal density, After dredging Recolonization by opportunistic (Crowe et al., 2016)

community composition number of species and taxa within the disturbed composition at the species level seafloor. Caddisfly fauna (Trichoptera) Changes in the qualitative and After dredging Habitat changes and the (Zawal et al., 2015)

quantitative structure and the uncovering of larger patches of biodiversity of Trichoptera sandy bottom P, Al, Cr, Fe, Mn, Pb, Zn and Increased 3 weeks later but not During dredging e (Clement et al., 2010; Munawar,

alkalinity to eco-toxic level 1989) Fe, Ni and As High concentration After disposal e (Ljung, 2010)

Turbidity Increased while dredging; During and after Caused by dragging, scooping (Balchand and Rasheed, 2000;

Decreased after dredging dredging or dumping actions that clog Clement et al., 2010; Messieh

stopped; Caused sediment membranes of filter-feeding et al., 1991; Su, 2002; Wu et al.,

plumes; Increased but then fauna like shellfish; High level 2007) decreased to baseline in 24 of sediment disturbance; High e48 h; Higher turbidity in turbid freshwater inflow surface waters at both (typical for tropical estuaries) non-dredged and dredged during monsoon season; Increased at dredged site as depth increased during post monsoon season, with maximum at 8e10 m depth Polycyclic aromatic Available at northern end of the Excavation Dredging and capping were (Thibodeaux and Duckworth,

hydrocarbons (PAH) on soil dredged area where the cap operating simultaneously for a 2001) was in place time

Phosphorus release to flowing Reduced Excavation Sediment with high P content (Shigaki et al., 2008)

water dredged/disposed Polychlorobiphenyls (PCB) Reduced by 94% Excavation e (Thibodeaux and Duckworth,

concentrations on 1995 on 2001) sediment at 4 inch thick Polychlorobiphenyls (PCB) Higher 257% than pre-dredge Excavation e (Thibodeaux and Duckworth,

concentrations on 1997 on 2001) sediment at 3 inch thick Polychlorobiphenyls (PCB) Increased Excavation Exposure of sediment with (Thibodeaux and Duckworth,

levels at 2 inch surficial higher PCB concentrations 2001) sediment Total organic carbon (TOC) Decreased along time Disposal Mineralization by aerobic (Piou, 2009)

microorganisms Sediment toxicity, Sediment's P, Increased at control sites and Disposal Increased oxygenation of (Ponti et al., 2009)

Pb, Zn and Hg exceed guidelines-4 days after bottom sediments and less dredging contaminated by metals than removed sediments Cu, Cd and Fe concentration Elevated Disposal Microbial oxidation of (Toes, 2008)

contaminated organics at the sediment surface; Could be caused by the anaerobic reduction of metal-containing iron-(hydr)oxides; The site is located in the vicinity of an industrial wharf As, Zn, Cd and Pb Increased Disposal e (Lions, 2010) Canada were applied for the sake of comparison (Pan, 2010, Praveena, 2008,

The National Oceanic and Atmospheric Administration (NOAA), 2006). All

analysis in this paper related to duration was based on the date of first

monitoring until completion of dredging at the location, ranging from 1 to 32

months.

4. Results

This chapter presents the results of this study that are arranged

according to the case studies analysed.

4.1. Sungai Dinding River, 2006 and 2008

The quality of this river was monitored from 1 March 2006 to 1

December 2008. Sediment quality analysis was performed prior to both

dredging projects, and samples were taken from four sampling locations

(represented by triangles in Fig. 2aeb, below). In addition, 42 water quality analysis samples (represented by circles in

Fig. 2aeb, below) were collected on different monitoring dates. As the

sampling points for water quality analysis were scattered, they were divided

into four areas (Areas Site 1 [S1], Site 2 [S2], Site 3 [S3] and Site 4 [S4])

adjacent to four sediment sampling point locations. The monitoring results

are illustrated in Fig. 2aeb.

4.2. Sungai Sitiawan river, 2007

Monitoring at this river was performed from 29 November 2007 to 30

November 2008. No sediment quality analysis was performed

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397

Fig. 1. Theoretical framework.

Table 2 Case studies.

Case study no. Name of river Location Year dredged Type of dredger Type of sediment

1. Sungai Dinding Downstream of Case Study No. 2 2006 Trailer hopper suction dredger Sand, silt and clay

2. Sungai Sitiawan Upstream of Case Study No 1 & 3 2007 Trailer hopper suction dredger Sand, clay, silt and gravel

3. Sungai Dinding Downstream of Case Study No. 2 2008 Trailer hopper suction dredger Sand, silt and clay

Table 3 Data sources.

Case study no. Name of river Year dredged Type of data source Data source Report date

1. Sungai Dinding 2006 Report 1. Baseline water quality: Aquaculture activities October 2006

2. Environmental assessment December 2006

3. Environmental monitoring report No.1 February 2007

4. Post-monitoring report March 2007

2. Sungai Sitiawan 2007 1. Environmental monitoring report No.1 April 2008

2. Environmental monitoring report No.2 May 2008

3. Environmental monitoring report No.3 June &July 2008

4. Environmental monitoring report No.4 August & September 2008

5. Environmental monitoring report No.6 November 2008

6. Special report November 2008

7. Environmental monitoring report (Post dredging) No.7 December 2008

3. Sungai Dinding 2008 1. Environmental report No.1 February 2009

2. Pre dredged, dredging and Post dredging environmental report April 2009 prior to dredging. However, 33 water samples were monitored before,

during and after dredging. Water quality indicator levels are illustrated in

Figs. 3e6.

Data related to two rivers located upstream, Sungai Deralik and Sungai

Wangi (Fig. 3), were also collected. The Malaysia Department of the

Environment (DOE) reported that the WQI of Sungai Deralik had decreased

and was found to have ‘slightly polluted’ status during the monitoring years.

Similarly, the WQI of Sungai

Wangi was reported to have decreased but did retain a status of ‘slightly

polluted’.

4.2.1. Impact of dredging on caged fish at Sungai Sitiawan river

An incident affecting a fish farm at the Sungai Sitiawan River was

assessed. In 2008, fish (brown-marbled grouper-Epinephelus fuscoguttatus)

at an aquaculture farm adjacent to the dredging project were killed, with a

financial loss of nearly USD 0.3 million.

Page 5: Data analysis for environmental impact of dredging · 2018. 5. 17. · Data analysis for environmental impact of dredging Norpadzlihatun Manap a , b, *, Nikolaos Voulvoulis b 1 a

Table 4 Indicators monitored and not monitored in three case studies discussed in this paper.

Assessment type Parameter Sungai Dinding river, 2006 Sungai Sitiawan river, 2007 Sungai Dinding river, 2008

Water quality pH √ √ √

Biochemical oxygen demand (BOD) √ √ √

Chemical oxygen demand (COD) √ x √

Ammonia-nitrogen √ x x

Total suspended solids √ √ √

Dissolved oxygen √ √ x

Sulfur √ x x

Iron √ √ x

Boron √ √ x

Mercury √ √ √

Cadmium √ √ √

Zinc √ √ x

Tin √ √ x

Arsenic √ √ √

Lead √ √ √

Copper √ √ √

Manganese √ √ x

E-coli √ √ √

Turbidity x √ x

Temperature √ √ √

Sediment quality Total Organic Content √ x x

Manganese √ x x

Lead √ x x

Iron √ x x

Copper √ x x

Cadmium √ x x

Chromium √ x x

Arsenic √ x x

Zinc √ x x

Analysis was performed on an incident fatally affecting fish at an aquaculture

farm on 6 October 2008. On the same day as this incident, a trailer hopper

suction dredger (THSD) (located at site 4, approximately 1.6 km upstream of

the aquaculture farm) was re-ported to be commencing dredging during low

tide. The location of the THSD and the aquaculture farm is illustrated in Fig.

3. Toxicological analysis reported that caged fish at the aquaculture farm

died mainly because of a reduced oxygen level in the water. Levels of boron,

copper, iron and zinc were also reported to be high in the skin cells of the

caged fish. To determine the relationship between the fatal incident and

dredging operations adjacent to the aqua-culture farm, a total of 92 water

samples from three dredging projects were assessed. Locations and

indicators shown to be above reference values of Malaysia's Marine Water

Quality Standard and Characterization (MWQSC) are illustrated in Fig. 3.

5. Discussion

This paper analyses the environmental impact of dredging and the

factors using Malaysian historical dredging monitoring data to manage the

environmental impact of dredging efficiently.

5.1. Relationship between levels of contamination in sediments and

pattern of changes in water quality at Sungai Dinding, 2006 and 2008

Two dredging projects undertaken at different locations were assessed,

leading to four main conclusions. First, dissolved oxygen levels at areas Site 2, Site 3 and Site 4 were

observed to increase, with increases ranging between 9% and 114%. This

result shows that dredging led to an improvement in dissolved oxygen levels

in all areas except in area Site 1. The un-improved oxygen level in area Site 1

could be attributed to the fact that Site 1 had the highest levels of metals in

sediments of these areas-except for iron (Fig. 2a), which is in agreement with

research

by Ponti et al. (2009) that showed the use of dragline and excavator at highly

contaminated sites poses a high risk of degradation in terms of chemical

environmental parameters. This result further shows the prominence of

sediment contamination levels as a factor affecting water quality after

dredging. This prominence of sediment is reinforced by the fact that during

dredging, the pH level in area Site 1 exceeded the reference values for Class

E (mangroves, estuarine and river mouth water) of the Malaysian DOE

Marine Water Quality, Criteria and Standard (MWQCS). At the same time as

when the pH value in area Site 1 (Fig. 2b) exceeded the reference values, no

monitoring was being conducted at the other areas, so no comparison can

be made between the pH values in area Site 1 and the values at other areas.

However, the pH levels decreased in all areas, though maintaining an

alkaline state. Therefore, we conclude that water quality in highly

contaminated areas (Site 1 area) was more significant than in less

contaminated areas (areas of Site 2, Site 3 and Site 4).

More significant changes in water quality occurred in the highly

contaminated area than in the less contaminated area. A high level of iron

and manganese in the sediments was identified at all lo-cations in the

sediment quality analysis. Area Site 1 had the highest levels of manganese

(256 mg/kg), zinc (55 mg/kg), total organic content (1 mg/kg), copper (2

mg/kg) and chromium (29 mg/kg), while area Site 4 had the highest level of

iron (9851 mg/kg). Relatively low levels of contamination in sediments were

found at areas Site 3 and Site 4. Nevertheless, zinc, copper and chromium

levels in the sediments did not exceed the lower benchmark values of

Ireland, the United Kingdom, Belgium and Canada (Pan, 2010, Praveena,

2008, The National Oceanic and Atmospheric Administration (NOAA), 2006)

in any of these areas, indicating that the sediments of this river would be

classified as uncontaminated.

Second, a month was required for the water quality in this river to

improve after the disturbance caused by dredging. After 31 months since the

first monitoring, total suspended solid levels

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399

Fig. 2. a Indicator levels monitored during dredging projects in Sungai Dinding in 2006 and 2008. b Indicator levels monitored during dredging projects in Sungai Dinding in 2006 and 2008.

Page 7: Data analysis for environmental impact of dredging · 2018. 5. 17. · Data analysis for environmental impact of dredging Norpadzlihatun Manap a , b, *, Nikolaos Voulvoulis b 1 a

Fig. 3. Location of affected aquaculture farm and dredger on 6/10/2008 and of sites with metals above standard values.

Fig. 4. Physical water quality indicators at different sites at Sungai Sitiawan River, derived from 33 water samples (in mg/L).

Page 8: Data analysis for environmental impact of dredging · 2018. 5. 17. · Data analysis for environmental impact of dredging Norpadzlihatun Manap a , b, *, Nikolaos Voulvoulis b 1 a

401

Fig. 5. Metals at three sites at the Sungai Sitiawan River, derived from 33 water samples (in mg/L).

increased in areas Site 1 (433%) and Site 4 (67%) when compared to levels

monitored before dredging, while total suspended solid levels in other areas

decreased. However, at area Site 1, total sus-pended solid levels decreased

by 84% in the 32nd month, reaching a level below the level measured before

dredging, indicating an overall improvement. No monitoring of total

suspended solid levels was conducted at areas Site 3 and Site 4 over a

comparable interval, but a similar pattern of decrease was found in area Site

2. Third, dissolved oxygen levels showed a negative linear relationship with

total suspended solids and COD levels, i.e., when either of these levels

increased, dissolved oxygen levels decreased. Total suspended solid levels

demonstrated a negative linear relationship with dissolved oxygen levels in

areas Site 1, Site 2, Site 3 and Site 4. For example, in area Site 1, when total

suspended solids reached their peak, dissolved oxygen levels decreased to

their lowest level. Therefore, contaminants that were dispersed with

suspended solids deleteriously consumed dissolved oxygen.

Fourth, similar patterns of changes were identified with regard to total

suspended solids and COD. Total suspended solids and COD levels

demonstrated a direct relationship. When total suspended solid levels

increased, so did COD levels. Moreover, COD levels increased in all areas,

ranging from 98% to 208% compared to the levels monitored before

dredging and representing a negative change. This change is likely due to all

areas being noted to have high levels of metal contamination. Additionally,

area Site 1 recorded the highest COD level out of the areas monitored, with

an increase of 260% observed approximately one year after the first

monitoring, likely because the area was heavily contaminated with organic

compounds. Previous research by Thebedaux and Duckworth (2001) has

shown that the levels of organic com-pounds, including polychlorinated

biphenyls (PCBs) and poly-nuclear aromatic hydrocarbons (PAHs), increased

during and after dredging (Thibodeaux and Duckworth, 2001). Nevertheless,

COD

levels soon recovered because after a month, levels in this area and in area

Site 2 were found to be lower than the levels before dredging. At the same

time, BOD levels at all areas remained at a similar level or decreased slightly

when compared to levels before dredging.

5.2. Pattern of changes in water quality and the impact of these

changes on caged fish at the Sungai Sitiawan river, 2007

A dredging project undertaken at Sungai Sitiawan River was assessed,

and five main conclusions were identified. First, COD and BOD levels at Site 4 were affected by dredging and by the

deterioration of water quality in the rivers upstream, Sungai Deralik and

Sungai Wangi, showing that the deterioration of water quality status

upstream, affected by adjacent on-land activities, can worsen the

environmental impacts of dredging. The dredging sites were situated

adjacent to an industrial compound containing an active fabrication yard for

the oil and gas industry. However, no sediment analysis was made prior to

dredging to ascertain the level of sediment contamination. Nevertheless,

physical indicators of water quality were monitored, comprising COD, BOD,

dissolved oxygen and total suspended solids, though COD levels were not

monitored before dredging at any of the sites.

More dramatic changes were observed at Site 4 than at other sites. Site 4

is the location where dredging was commenced during low tide on 6th

October 2008. At this site, COD and BOD levels were extremely high in the

samples taken 2 months after the incident, with the COD level being 1800

mg/L and the BOD level 420 mg/L. The true severity of these levels is made

clear when these levels are compared to the levels monitored at other

locations in the Sungai Sitiawan and Sungai Dinding Rivers. The levels are

plotted in Fig. 6, derived from 92 water samples, with two bubble graphs

illustrating COD and BOD levels against their longitudes and latitudes. The

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Fig. 6. The COD and BOD levels of 92 water samples.

larger the size of the bubble, the higher the value of COD and BOD are at the

shown location. These graphs demonstrate that COD and BOD levels at Site 4

were much higher than at the other sites, possibly attributable to increases

in organic and inorganic levels at this site.

As mentioned previously, the water quality of rivers situated upstream of

dredged sites, including Sungai Deralik and Sungai Wangi, had deteriorated.

Thus, it is logical to conclude that this deterioration dramatically affected the

water quality at the nearest monitoring site, which, in this case, was Site 4.

Although no sediment quality analysis was undertaken prior to dredging, the

high levels of COD and BOD levels detected during dredging indicate that

these dredging sites were highly contaminated. In addition, we noted

previously that the level of contamination in sediments sampled farther

downstream from these sites was extremely high. Evidently, the total

suspended solid level at Site 4 was the highest among the sites (55 mg/L)

within the month prior to the incident, further worsening the water quality.

However, despite the fact that this site faced the greatest deterioration of

water quality in terms of total suspended solids, COD and BOD and dissolved

oxygen levels at this site were peculiarly observed to decrease only slightly

to 3% a year after the first monitoring.

Second, the worst affected sites for dissolved oxygen levels were Site 5

(the location of the aquaculture farm) and Site 6, which had a significantly

higher level of deterioration than Site 4. This deterioration was monitored by

comparing the levels before dredging with the levels two months after the

fatal incident and may have been due to Sites 5 and 6 being located

downstream of Site 4. The relatively low dissolved oxygen levels found at

Site 4 could be

explained by higher levels of oxidation that would occur as a result of the

high BOD and COD levels, as previously discussed. Further-more, the high

levels of metals found at these sites would cause further deterioration in the

dissolved oxygen levels. Third, approximately five months were required for signs of recovery to

be seen at Site 5, where the aquaculture farm was located. The pattern of

changes monitored at this site was similar to Site 4, albeit not as dramatic;

COD levels at this site were not as high as the levels at the site upstream.

Five months after the incident, COD levels had decreased by 74%, a positive

sign that indicates that the site had begun to recover within this period.

Fourth, the water quality had begun deteriorating before the incident

occurred and did not recover during the following two months, a scenario

seen at Sites 5 and 6. At Site 5, dissolved oxygen levels showed a significant

decrease of 28%, comparing levels monitored before dredging with levels

two months after the incident. This result is in parallel with the investigation

report from the Aquatic Toxicological Centre, stating that the fatal incident

was caused by reduced oxygen. As the fish were caged, thereby limiting their

mobility, the reduced oxygen level led to their death. More-over, the

decrease in dissolved oxygen levels was detected 2 months after the

incident, indicating that more than two months was required for the water

quality to recover. Approximately 3 months before the incident, BOD levels

at Site 5 decreased to half the level before dredging. In addition, total

suspended solid levels at this site consistently increased from before

dredging until 3 months before the incident, showing that the water quality

had begun deteriorating before the incident occurred. At the same time, at

Site 6, COD levels were 81% lower 5 months after the incident, a

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positive indication. The change in BOD levels before dredging and three

months before the incident was negligible, possibly because Site 6 was

located farthest from the deteriorated water quality of upstream rivers and

dredged sites. A pattern of changes occurred at this site that was similar to

those of Site 5, with dissolved oxygen levels decreasing 24%, comparing

levels before dredging with levels two months after the incident. This

comparison further demonstrates that the water quality at this site failed to

begin recovering even two months after the incident.

Fifth, we can conclude that metal levels increased during dredging, that

the time needed for water quality to begin recovering from the disturbance

of dredging was less than a year, and that the dispersal of contaminants

creates a risk of bio-accumulation. Fig. 5 illustrates metal levels in the water,

including mercury, copper, zinc, arsenic and lead. Before dredging, metals

were found to be at undetectable levels at almost all sites. Nevertheless,

their levels increased mid-way through the monitoring and then decreased

towards the end, showing that dredging, being the prime source of sediment

disturbance during the duration monitored, negatively affected the levels of

contamination at most of the sites, further demonstrating that during the

extraction stage of dredging, the disturbance of the sediments caused the

release of contaminants from sediments into the water, thus affecting the

levels of contamination. In addition, the levels decreased towards the end of

the monitoring duration, showing that the period needed for recovery to

begin from the disturbance of metals was within a year.

5.3. Overall discussion

Data obtained in previous studies (Table 1) indicate how dredging

adversely impacts the environment. According to Ponti et al. (2009) and

Thibodeaux and Duckworth (2001), levels of organic and inorganic

compounds in sediments and water increased after dredging (Ponti et al.,

2009; Thibodeaux and Duckworth, 2001). This increase was blamed on high

levels of sediment contamination.

Despite this increase after dredging, developing countries especially may

neglect the importance of sediment quality analysis as part of good dredging

management. This neglect is shown in the case of Malaysia, as presented

here. This nation is an especially good example among developing countries,

given its active dredging industry and its critically important environmental

assets, which are reportedly deteriorating (Spalding, 2001). In addition, this

country has had difficulties in effectively monitoring the environmental

impact of dredging (Manap et al., 2012). For this paper, three dredging

projects (Sungai Dinding, 2006; Sungai Sitiawan, 2007 and Sungai Dinding,

2008) undertaken in the state of Perak, Malaysia, were analysed to identify

vital environmental impacts of dredging and their factors to help dredging

stakeholders to make an environmentally friendly decision in the future.

This study indicates that dredging performed in Malaysia has impacts on

the environment of Malaysia. The impacts of dredging as highlighted in this

study may result from the lack of sediment quality analysis at contaminated

sites and the lack of water quality monitoring. Additionally, this study

highlighted that dredging could cause contaminants to disperse from

sediments as contaminants bound on sediment particle surfaces, and

interior matrices can be released when sediments are disturbed, thereby

negatively affecting the water quality of the river. Furthermore, this study

may have shown that dredging is causing impacts on the environment by

bioaccumulation and a lack of dissolved oxygen, as seen from the incident

that occurred at the Sungai Sitiawan River that fatally affected a fish farm.

Most importantly, dredging at Sungai Sitiawan and Dinding

Rivers caused critical changes in indicators, and most of the water quality

values monitored during dredging exceeded national reference values.

Additionally, the contamination level in neighbouring areas, assessed

through the WQI of upstream rivers, was deteriorating, and this

deterioration could lead to accumulation of contaminants in sediments and

fishes that were located down-stream in the river. However, the

environmental risk of dredging in these areas has not been assessed prior to

dredging. Although sediment quality analysis had already been performed,

showing that the areas were uncontaminated according to selected sedi-

ment international reference values (Pan, 2010, Praveena, 2008, The

National Oceanic and Atmospheric Administration (NOAA), 2006),

contaminants in sediments, which are dispersed by dredging, will consume

dissolved oxygen through oxidation. Consumption of oxygen will eventually

decrease the level of dissolved oxygen available for caged fish, potentially

resulting in their death.

Reference values found in sediment quality guidelines used in developed

countries (for instance, the guidelines used in the UK (Department for

environment, food and rural affairs (DEFRA), 2007) consider only priority

substances that are carcinogenic and overlook other substances such as iron

and manganese. This prioritization contrasts with the findings of this study,

which shows that high levels of iron and manganese in sediments can fatally

affect caged fish due to lack of oxygen. Thus, levels of non-priority

substances also need to be considered when deciding the levels of

contamination in an area, bearing the level of dissolved oxygen in mind.

Moreover, the absence of Malaysian sediment quality reference values

forced this study to use international reference values for metal content in

sediments. The use of nationalized sediment quality guidelines has been

contested in developed countries because the threshold limit values of

sediments are variable and site-specific. It is therefore doubtful that these

values will be applicable to national or wide geographical areas (Burton,

2002). Therefore, there remains a need for this country to develop its own

sediment quality reference values on a case by case basis to help prevent the

environmental impacts of dredging.

Nevertheless, all metals monitored in the water at the location of the

case studies were compared to Malaysia's Marine Water Quality Standard

and Characterization (MWQSC) values. Most metal values monitored in the

water exceeded the reference values. In addition, Site 5, where the

aquaculture farm was situated, was shown to have the highest number of

metals in the water exceeding reference values: mercury, arsenic and

copper. Furthermore, this exceedance occurred as early as 6 months before

the incident, which could easily have led to the bioaccumulation of metals in

the caged fish. This observation was confirmed by the toxicological report,

where the skin cells of caged fish were reported to contain high levels of

metals, including copper, iron, zinc and boron, signalling that

bioaccumulation was occurring prior to dredging at site.

This study identified the environmental impacts of dredging related to

water and sediment quality and the main factors that must be considered

prior to dredging. The environmental impacts include increase in levels of

most of the monitored indices including dissolved oxygen and metal in highly

contaminated areas. The factors are contamination levels of sediment and of

neighbouring areas. Therefore, performance of two analyses, sediment

quality analysis and analysis of contamination level in neighbouring areas, is

vital prior to dredging to avoid detrimental environmental impacts of

dredging. In consideration of these results, this paper has highlighted the

need for an integrated environmental management tool to help assess these

vital environmental impacts of dredging and their factors when dealing with

sensitive and contaminated areas.

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However, some limitations are worth noting. Although the results of this

study were obtained from a thorough data analysis, it was not possible to

identify the exact time and date of commencement and cessation of

dredging operations. Therefore, future work should attempt to consider the

exact time and duration of dredging to anticipate the environmental impacts

more accurately.

More importantly, the use of an integrated environmental management

approach in a country such as Malaysia requires further research and

development, focussing on factors of the environmental impacts of dredging

using a decision-making framework that has been tapped into the scenario

of a developing nation.

6. Conclusions

This paper indicates from its thorough data analysis using Malaysia's case

study that dredging has an impact on its environment. The main factors

associated with the environmental impacts of dredging are the

contamination level of the sediment and the contamination level of the

neighbouring area, aspects that are the main scientific value added by this

paper. The results of this paper could help to better anticipate the

environmental impact of dredging and allow for suitable mitigation

measures to be identified, especially for developing countries such as

Malaysia.

Acknowledgment

This research was performed to fulfill the requirement of research grants

with Vote no. R063, U243 and 1336. Acknowledgments are given to the

Office for Research, Innovation, Commercialization and Consultancy

Management, Universiti Tun Hussein Onn Malaysia for all their support

during the publication of this paper. Acknowledgments are also given to the

Ministry of Education Malaysia and all relevant agencies for the support

given during the writing of this paper.

References

Aarninkhof, S.G.J., 2008. The day after we stop dredging: a world without sediment plumes?

Terra Aqua 15. American Public Health Association (APHA), 1995. Standard Methods for the Ex-amination of

Water and Wastewater. American Public Health Association, Washington, D.C.

Balchand, A.N., Rasheed, K., 2000. Assessment of short term environmental impacts on

dredging in a tropical estuary. Terra Aqua 79, 16e26.

Burton, J., Allen, G., 2002. Sediment quality criteria in use around the world. Limnology 2, 65e76.

Clement, B., Vaille, G., Moretto, R., Vernus, E., Abdelghafour, M., 2010. Effects of a physico-

chemical treatment of a dredged sediment on its ecotoxicity after discharge in laboratory

gravel pit microcosms. J. Hazard. Mater. 1e3, 205e215.

Crowe, S.E., Bergquist, D.C., Sanger, D.M., Van Dolah, R.F., 2016. Physical and bio-logical

alterations following dredging in two beach nourishment borrow areas in South Carolina's

coastal zone. J. Coast. Res. http://dx.doi.org/10.2112/JCOAS-TRES-D-15-00075.1.

De Nobili, M., Francaviglia, R., Sequi, P., 2002. Retention and mobility of chemicals in soil. In:

Violante, A., Huang, P.M., Bollag, J.-M., L.Gianfreda (Eds.), Developments in Soil Science.

Elsevier, pp. 171e196.

Department for environment, food and rural affairs (DEFRA), 2007. Contaminated Dredged

Material in Ports and Marinas- a Decision Framework for Assessing Options for the

Disposal and Treatment of Contaminated Dredged Material - for Comment.

Duran Neira, C., 2011. Dredged Material Discharging Method, Involves Assembling Hopper

Barge with Dredger, where Dredger and Hopper Barge are Operated as Dredging Machine

during Dredging Process, pp. 0e19.

European Parliament, C., 2000. Directive 2000/60/EC of the European Parliament and of the

Council of 23 October 2000 Establishing a Framework for Community Action in the Field

of Water Policy. George, C., 2011. Obstacles an opportunities. Dredg. Port Constr. 26e29. Hamburger, P., 2003.

In defence of dredging: increasing public awareness. Terra

Aqua 18. Hongqi, L., Ning, H., Yong, Y., Peijie, H., Tinghao, L., 2010. Study on Jet Dredging Technology,

pp. 202e209.

Jain, C.K., Ram, D., 1997. Adsorption of metal ions on bed sediments/Adsorption d'ions metalliques sur les sediments de fond. Hydrol. Sci. J. 5, 713. Khosrovyan, A.,

Rodríguez-Romero, A., Antequera Ramos, M., DelValls, T.A., Riba, I., 2015. Comparative analysis of two weight-of-evidence methodologies for integrated

sediment quality assessment. Chemosphere 138e144.

Kim, N.C., 2004. Sediment Treatment Method for Purifying Lake and Reservoir Water and

System, pp. 0e1.

Lefever, J., Van Wellen, E., 2011. Cutter Suction Dredger for Dredging Ground under Water,

has Vessel Loosening Ground Fragments, Which are Sucked Away by Suction Conduit, and

Vessel Comprising Sounder to Measure Depth of under Water Ground after Ground Is

Dredged. Lions, J., 2010. Metal availability in a highly contaminated, dredged-sediment disposal site:

Field measurements and geochemical modeling. Environ. Pollut. 9, 2857e2864.

Ljung, K., 2010. Canal estate development in an acid sulfate soileImplications for human metal

exposure. Landsc. Urban Plann 2, 123e131. Manap, N., Voulvoulis, N., 2014a. Risk-based decision-making framework for the selection of

sediment dredging option. Sci. Total Environ. 607e623. Manap, N., Voulvoulis, N., 2014b. Environmental Screening method for dredging in

contaminated river. Appl. Mech. Mater. 50e55.

Manap, N., Voulvoulis, N., 2015. Environmental management for dredging sediments e the

requirement of developing nations. J. Environ. Manag. 0, 338e348. Manap, N., Voulvoulis, N., Zulkifli, N., 2012. The applications of driving force, pressure, state,

impact and response in Malaysia's dredging industry. Int. J. Food Agric. Environ.

1031e1038. Mark, C., 2003. Proposed development of sediment quality guidelines under the European

water framework directive: a critique. Toxicol. Lett. 3, 195e206.

Messieh, S.N., Rowell, T.W., Peer, D.L., Cranford, P.J., 1991. The effects of trawling, dredging

and ocean dumping on the eastern Canadian continental shelf seabed. Cont. Shelf Res.

8e10, 1237e1263. Moss, B., Madgwick, J., Phillips, G., 1996. A Guide to the Restoration of Nutrient-enriched

Shallow Lakes. W W Hawes, United Kingdom. Munawar, M., 1989. In situ bioassessment of dredging and disposal activities in a

contaminated ecosystem: Toronto Harbour. Hydrobiologia 1, 601e618.

The National Oceanic and Atmospheric Administration (NOAA), 2006. London Convention and

Protocol: Guidance for the Development of Action Lists and Action Levels for Dredged

Material, p. 35.

Pan, J., 2010. Screening and prioritisation of chemical risks from metal mining operations,

identifying exposure media of concern. Environ. Monit. Assess. 1, 555.

Piou, S., 2009. Changes in the geochemistry and ecotoxicity of a Zn and Cd contaminated

dredged sediment over time after land disposal. Environ. Res. 6, 712e720.

Ponti, M., Pasteris, A., Guerra, R., Abbiati, M., 2009. Impacts of maintenance channel dredging

in a northern Adriatic coastal lagoon. II: effects on macrobenthic assemblages in channels

and ponds. Estuar. Coast. Shelf Sci. 1, 143e150.

Praveena, S.M., 2008. Application of sediment quality guidelines in the assessment of

mangrove surface sediment in Mengkabong lagoon, Sabah, Malaysia. Iran. J. Environ.

Health Sci. Eng. 1.

Schexnayder, C.J., 2010. Panama canal project revs up with new award. ENR 10, 1e1. Shigaki,

F., Kleinman, P.J.A., Schmidt, J., Sharpley, A., Allen, A., 2008. Impact of dredging on phosphorus

transport in agricultural drainage ditches of the Atlantic coastal Plain1. J. Am. Water Resour. Assoc. 6, 1500.

Spalding, M., 2001. World Atlas of Coral Reefs. Su, S., 2002. Potential long-term ecological impacts caused by disturbance of contaminated

sediments:a case study. Environ. Manag. 2, 234e249.

Thacker, S., 2007. Dredging projects. Int. Financ. law Rev. 5, 59. Thibodeaux, L.J., Duckworth, K.T., 2001. The effectiveness of environmental dredging: a study

of three sites. Remediat. J. 3, 5e33.

Toes, A., 2008. Effects of deposition of heavy-metal-polluted harbor mud on microbial

diversity and metal resistance in Sandy marine sediments. Arch. Envi-ron. Contam.

Toxicol. 3, 372e385. Whitall, D., Pait, A., Ian Hartwell, S., 2015. Chemical contaminants in surficial sediment in coral

and fish bays, St. John, U.S. Virgin Islands. Mar. Environ. Res. 1e8.

Wu, G., de Leeuw, J., Skidmore, A., Prins, H., Liu, Y., 2007. Concurrent monitoring of vessels

and water turbidity enhances the strength of evidence in remotely sensed dredging

impact assessment. Water Res. 15, 3271e3280.

Zawal, A., Czachorowski, S., Stepien, E., Buczynska, E., Szlauer-Lukaszewska, A., Buczynski, P.,

Stryjecki, R., Dkabkowski, P., 2015. Early post-dredging recolonization of caddisflies

(Insecta: Trichoptera) in a small lowland river (NW Poland). Limnology 1, 71e85.