Hg in Buyat

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    Heavy metal contamination from gold mining recorded in Porites lobata skeletons,

    Buyat-Ratototok district, North Sulawesi, Indonesia

    Evan N. Edinger a,b,c,*, Karem Azmy c, Wilfredo Diegor c, P. Raja Siregar d

    a Department of Geography, Memorial University, St. Johns, NL, Canada A1B 3X9b Department of Biology, Memorial University, St. Johns, NL, Canada A1B 3X9c Department of Earth Sciences, Memorial University, St. Johns, NL, Canada A1B 3X9d Indonesian Forum for the Environment (WALHI), Jl. Tegal Parang Utara No. 14, Jakarta 12790, Indonesia

    a r t i c l e i n f o

    Keywords:

    Submarine mine tailings

    Arsenic

    Laser ablation ICP-MS

    Coral skeleton

    Porites lobata

    Indonesia

    a b s t r a c t

    Shallow marine sediments and fringing coral reefs of the Buyat-Ratototok district of North Sulawesi,

    Indonesia, are affected by submarine disposal of tailings from industrial gold mining and by small-scale

    gold mining using mercury amalgamation. Between-site variation in heavy metal concentrations in shal-

    lowmarine sediments was partially reflected by trace elementconcentrations in reef coral skeletons from

    adjacent reefs. Corals skeletons recorded silicon, manganese, iron, copper, chromium, cobalt, antimony,

    thallium, and lead in different concentrations according to proximity to sources, but arsenic concentra-

    tions in corals were not significantly different among sites. Temporal analysis found that peak concentra-

    tions of arsenic and chromium generally coincided with peak concentrations of silica and/or copper,

    suggesting that most trace elements in the coral skeleton were incorporated into detrital siliciclastic sed-

    iments, rather than impurities within skeletal aragonite.

    2008 Elsevier Ltd. All rights reserved.

    1. Introduction

    Retroactive determination of heavy metal concentrations prior

    to anthropogenic activities is often crucial to understanding the

    environmental impacts of those activities, particularly in locations

    where these activities have had a long history. Such retroactive

    determination is particularly difficult in coastal marine environ-

    ments, where bioturbation can obscure the temporal record of met-

    als in sediments. Coral skeletons have been used extensively to

    record the history of metal pollution from dredging, mining, terres-

    trial runoff, and other sources on coral reefs (Brown and Holley,

    1982; Howard and Brown, 1984, 1987; Anderegg et al., 1997; Scott

    and Davies, 1997; Esslemont, 1999, 2000; Fallon et al., 2002; David,

    2003; Runnalls and Coleman, 2003). The ability of corals to record

    metal pollution varies among metals, due to differences in solubil-

    ity and differences in the degree to which trace elements can be

    incorporated into aragonite crystal lattice (Howard and Brown,

    1984). Arsenic and mercury, two of the principal contaminants

    from gold mining, present analytical challenges in this context.

    The atomic radius of arsenic is incompatible with the dimensions

    of the aragonite crystal lattice, therefore arsenic incorporated into

    coral skeletons is thought to be primarily detrital, having entered

    the coral skeletonas incorporated siliciclastic sediment, rather than

    as dissolved metal. Mercury presents analytical challenges due to

    its volatility, which requires distinct analytical techniques for

    mercury in sediments from techniques used for most other metals.

    Traditionally, studies of trace elements in coral skeletons have

    relied upon mechanical sampling followed by chemical analysis

    using atomic absorbtion spectroscopy (AAS, e.g. Khaled et al.,

    2003), inductively coupled plasma atomic emission spectroscopy

    (ICP-AES or ICP-OES, optical emission spectroscopy e.g. Bastidas

    and Garcia, 1997; David, 2003), or solution inductively-coupled

    plasma-mass spectrometry (ICP-MS, e.g. Scott and Davies, 1997).

    Of these methods, ICP-MS is the most sensitive, and has the great

    advantage of analyzing a wide suite of elements simultaneously

    (Scott and Davies, 1997).

    Several recent research efforts relating to coral skeletal records

    of pollution have used laser ablation mass-spectrometry (LAM-

    ICPMS) to reconstruct the history of trace element pollution from

    coral skeletons (Fallon et al., 2002; Runnalls and Coleman, 2003).

    Laser ablation has several advantages over traditional analytical

    methods, including ability to extract precisely located samples

    from within the coral skeleton, ability to measure concentrations

    of a wide range of elements simultaneously, and direct introduc-

    tion of sample to the analytical instrument, thus skipping exten-

    sive cleaning, dissolution and possibilities of contamination or

    operator error associated with wet chemistry (Veinott, 2001).

    Laser ablation may also introduce some challenges, however.

    Laser ablation ICP-MS may induce fractionation of some isotopes

    as the ablation pit becomes deep (Eggins et al., 1998; Gunther

    0025-326X/$ - see front matter 2008 Elsevier Ltd. All rights reserved.doi:10.1016/j.marpolbul.2008.05.028

    * Corresponding author. Address: Department of Geography, Memorial Univer-

    sity, St. Johns, Canada NL A1B 3X9. Tel.: +1 709 737 3233; fax: +1 709 737 3119.

    E-mail address: [email protected] (E.N. Edinger).

    Marine Pollution Bulletin 56 (2008) 15531569

    Contents lists available at ScienceDirect

    Marine Pollution Bulletin

    j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / m a r p o l b u l

    mailto:[email protected]://www.sciencedirect.com/science/journal/0025326Xhttp://www.elsevier.com/locate/marpolbulhttp://www.elsevier.com/locate/marpolbulhttp://www.sciencedirect.com/science/journal/0025326Xmailto:[email protected]
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    and Hattendorf, 2001), and laser ablation necessarily mixes lattice-

    bound trace elements incorporated from solution with those in-

    cluded within the skeleton as detrital sediment (e.g. Runnalls and

    Coleman, 2003). Finally, for metals that are heterogeneously dis-

    tributed within the skeleton, the high spatial precision of off-the-

    shelf laser ablation IPC-MS systems may contribute to high inter-

    sample variation that obscures broader patterns.

    The objectives of this paper are (1) to compare spatial patterns

    of trace element concentration in marine sediments with those in

    coral skeletons, and (2) to examine temporal patterns in trace ele-

    ment concentrations in coral skeletons as a historical record of

    contamination from gold mining activities. We present trace ele-

    ment concentrations and chronologies from Porites lobata corals

    collected on reefs adjacent to two distinct types of gold mining

    activities: submarine tailings disposal of industrial gold mine tail-

    ings, and small-scale gold mining using mercury amalgamation in

    coastal watersheds. Our results show that coral skeletons can re-

    cord trace element contamination from distinct types of gold min-

    ing activities, including trace elements that are normally not

    incorporated into aragonite coral skeletons. In addition, we address

    two methodological points, (1) comparing whole-sediment and

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    mental danger on the basis of the low dissolved metal concentra-

    tions (PTNMR, 2002b), but elevated arsenic and antimony concen-

    trations in shallow marine sediments suggest tailings dispersal at

    least 1 km northeast, and at least 3 km southeast, of the tailings

    outfall, in waters as shallow as 20 m (Edinger et al., 2007). Arsenic

    in tailings includes both geochemically stable and reactive forms,

    but antimony in tailings is mostly stable (Blackwood and Edinger,

    2007).

    1.1.2. Small-scale mining

    Small-scale mining in Indonesia releases large fluxes of mercury

    to air and water, contributing mercury to fish consumed by hu-

    mans (Kambey et al., 2001; Limbong et al., 2003). In the region

    of this study, artisanal gold miners operated extensively in the To-

    tok and Kotabunan watersheds (Fig. 1) until approximately 1989,

    although artisanal gold mining continues to a much lesser extent

    in both areas. No small-scale mining has occurred in the Buyat Riv-

    er watershed. Concentration of arsenic, cobalt, copper, and other

    metals in sediments affected by artisanal mining was slightly high-

    er than in regional pre-mining background analyses, possibly due

    to enhanced erosion associated with mining activities (Edinger

    et al., 2007).

    2. Materials and methods

    2.1. Sampling areas

    Field sampling took place on fringing reefs of Buyat and Totok

    Bays (Fig. 1). Buyat Bay (approximately 050.40N/12442.30E) is a

    small bay exposed to wave action from the Molucca Sea. The Buyat

    River debouches at the NW corner of the bay, and a coarse sand

    tombolo separates Buyat Bay from Totok Bay. The east side of Buy-

    at Bay hosts fringing coral reefs; the reefs closest to the beach are

    now completely dead, while those monitored by the mining com-

    pany, in the outer portion of the bay and along the outer margin of

    the Ratototok Peninsula are in better condition (PTNMR, 2002b).

    Maximum depth in the bay is approximately 90 m. The shelf re-

    mains relatively flat until reaching the shelf break at about

    120 m depth, roughly 8 km from shore, from which point the bot-

    tom descends to bathyal depths (PTNMR, 1994). The shape of the

    Buyat River mouth, visible plumes of sediment from the Buyat Riv-

    er, and PTNMR current meter data suggest that surface currents

    generally flow counter-clockwise around the bay. Bottom currents

    appear to follow a similar pattern (PTNMR, 1994, 2002a, b).

    Totok Bay (approximately 0520N/12442.70E) is a larger bay

    protected from wave action by the Ratototok Peninsula. Coastlines

    are mangroves along the protected side of the tombolo separating

    Totok Bay from Buyat Bay and along the northern margins of the

    bay, fringing coral reefs along the inner side of the Ratototok Pen-

    insula and the islands in the bay, and cleared mangrove in front of

    Ratototok village, and adjacent to the mouth of the Totok River.Maximum depth is about 100 m. The shape of sand spits suggests

    that currents in Totok Bay generally flow in a counter-clockwise

    direction around the bay.

    The climate is monsoonal, with a rainy season November to

    April, and dry season May to October. Sea surface temperatures

    range from 27 to30 C (PTNMR, 1994). Tides in the region are mixed

    semi-diurnal and microtidal, with a spring tide range of approxi-

    mately 1.2 m.

    2.2. Sediment sample collection and analysis

    Reef sediments and coral skeletons were collected in June 2002

    (17 sediment samples, BY01-18), with further sediment samplingin August 2004 (25 sediment samples, BY21-52). Sediment analysis

    characterized end-members of sediment in the system, including

    three primary sources: artisanal gold mining (the Totok River

    and Kotabunan River) industrial gold mine tailings disposed in

    Buyat Bay, and the Buyat river, which drains the mine site and

    has similar bedrock geology to the Totok River watershed (Edinger

    et al., 2007). Background sediment composition was determined

    from two sources: the sites furthest to sea in Totok Bay (BY15,

    BY45 and BY51), and the description of marine sediments collected

    in 1993 for the industrial gold mines Environmental Impact

    Assessment (PTNMR, 1994).

    Sediment samples were collected using a hand-operated Petit-

    Ponar grab sampler deployed from a motorized outrigger canoe

    or fishing boat. Position of sampling station positions were re-corded using a hand-held GPS. Depth was determined by the

    length of grab sampler rope; depth measurements associated with

    grab samples are therefore maximum depth estimates. Visual

    descriptions of sediment colour, grain size, and bulk composition

    (carbonate vs. siliciclastic) were recorded in the field, with subse-

    quent measurement of grain size distribution and carbonate con-

    tent in the lab. All samples were frozen immediately upon return

    to shore and kept frozen until analysis.

    2.3. Sediment trace element analysis

    Three gram sediment subsamples were dry-sieved through a

    0.063 mm polyurethane mesh to account for grain-size related

    biases in sediment chemistry. Sediment subsamples were homog-enized by stirring, dried, ground to

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    where 0.40 is the weight percent Ca in CaCO3. Although this method

    could overestimate the carbonate content of sediments by including

    Ca from volcanic rocks, the weight percent of Ca in calcium carbon-

    ate is more than three times that of the weight percent Ca of calcic

    plagioclase, such that nearly all Ca was probably present as CaCO 3.

    Pre-mining sediment chemistry is reported as the average of 31

    marine sediment samples from Buyat Bay and environs, as reported

    in the mining companys original environmental impact assessment

    (PTNMR, 1994).

    Fig. 2. X-ray negative of coral skeleton BY04L, showing density bands. Approximate

    track of carbonate sampling and laser ablation analysis indicated by dashed black

    line. White scale bar 1 cm.

    Table 2

    Sediment (

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    2.5. Coral skeleton sample collection and analysis

    Domal P. lobata corals were collected whole from approxi-

    mately 1 m below low tide on seven fringing reefs surrounding

    Buyat Bay and Totok Bay. Sites BY04, BY05, BY07, BY08, and

    BY10 were all from fringing reefs surrounding Buyat Bay. Site

    BY14 is a small fringing reef near the mouth of the Totok River. Site

    BY15 is a fringing reef on the southwest corner of Pulau Babi, in To-

    tok Bay, approximately 3 km from the Totok River, and serves as a

    reference site for the Totok River. Coral skeletons were cut in half

    vertically and air dried in the field prior to shipment to Canada,

    where all further analysis took place.

    Coral skeletons were cut into 810 mm thick slabs parallel to

    growth lines using a diamond blade rock saw cooled with tap

    water. Coral skeleton slabs were rinsed with distilled water after

    cutting, and etched in 0.2 N HNO3 prior to analysis. Each coral skel-

    eton slab was X-rayed to reveal density bands (Fig. 2). For each cor-

    al, the slab showing the clearest banding, and for which the cut

    was most clearly parallel to corallites, was selected for further

    analysis. Analyses did not follow the axial growth direction of

    the coral, hence distance between growth bands does not directly

    reflect coral skeletal extension rates (Edinger et al., 2000).

    2.6. Coral skeleton stable isotope sampling and analysis

    To verify that density bands in coral skeletons were annual

    growth bands, and to assure time control within coral skeletons,

    d13C and d18O of coral skeleton aragonite were analyzed in coral

    BY04, and Sr/Ca ratios of coral skeletal aragonite were analyzed

    in all samples (see below). Small subsamples of skeleton, approx-

    imately 320 lg, were drilled from the skeletons along lines per-

    pendicular to growth banding at 2 mm increments. Samples

    were reacted in inert atmosphere with ultrapure concentrated

    orthophosphoric acid at 72 C in a Thermo-Finnigan Gasbench

    II; the produced CO2 was automatically delivered to a Thermo-

    Finnigan Delta-plus XP isotope ratio mass spectrometer in a

    stream of helium and measured for isotope ratios. Laboratory

    standards NBS-18 and NBS-19 were repeatedly measured during

    each analysis run and yielded a routine precision better than 0.1

    per mille.

    2.7. Coral skeleton trace element concentrations

    Coral skeleton trace element concentrations were analyzed

    using laser ablation-ICPMS. Coral skeleton slabs were cut to

    46 23 6 mm (standard thin-section size) blocks for insertion

    into the laser ablation sample cell. Distance down the coral skele-

    ton was recorded to the nearest 10 lm using the position of the

    sampling carriage. A NuWave UP 213 nm NdYAG laser system

    was interfaced to an HP 4500 quadrupole ICPMS with argon as

    the plasma gas, and helium as the carrier gas. The laser was set

    to 80 um spot size at 10 Hz, yielding an average beam intensity

    of 0.5 mJ, equivalent to 11 J/cm2. In all analyses, 44Ca was used as

    the internal standard. Analyses were conducted on three days:

    November 14, 2005, November 17, 2005, and August 31, 2006.

    Each run of 20 analyses included four analyses of NBS 610 glass

    standard, three analyses of MACS-1 coral aragonite reference

    material, and at least one duplicate analysis of coral skeleton from

    the same vertical position within the coral skeleton. In coral BY04,

    laser ablation spots were matched to the position of the drill holes

    for carbonate d13C and d18O analyses. Because of the open skeletal

    nature of P. lobata, analyses did not strictly follow corallite walls.

    Duplicate analyses were run to check for consistency, and in cases

    where the initial run displayed significant yield attenuation.

    Fig. 4. Trace element concentrations in sediments (

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    Trace element concentrations in coral skeletons were calibrated

    to the NBS 610 fused glass standard, rather than the MACS-1 car-

    bonate reference material, because there are, as yet, no published

    certified values for MACS-1. Instead, the MACS standard was used

    for quality control. The relative standard deviation (RSD) and stan-

    dard error (sd/n1/2) of each element measured was calculated for

    the MACS standard, as a measure of the consistency with which

    the laser-ablated carbonates released each element to the mass

    spectrometer. The results from the LA-ICPMS analyses of the MACS

    standard were compared to data obtained by solution ICPMS done

    in the same lab, using the procedure described for sediment trace

    element analysis.

    2.8. Data analysis

    Prior to statistical analysis, repeat coral skeleton trace element

    concentration data were screened to assess variability and to con-

    solidate repeat analyses. Repeat analyses for which the initial abla-

    tion signal displayed significant attenuation were removed.

    Second, the average of repeat analyses was calculated for pairs that

    both had consistent yield. Because concentrations of trace ele-

    ments in coral skeletons appeared non-normal, concentrations

    were compared among sites using exploratory data analysis(EDA) and the KruskallWallis test. Correlation coefficients among

    the elements analyzed in all coral skeleton ablations were calcu-

    lated using bivariate linear correlation of log-transformed concen-

    trations. Correspondence between metal concentrations in the

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    including the tailings, and 1570% in reef sediments (Table 2). Car-

    bonates in reef sediments were easily recognizable as poorly-

    sorted, angular, very coarse-grained bioclasts from corals, calcare-

    ous algae and molluscs, while carbonates in fluvial and non-reefal

    sediments were mostly subangular crystalline detrital carbonates

    (Fig. 3).

    Most sediment samples were >70% siliciclastic, except BY05,

    BY07, BY08, BY10, BY15, BY29, and BY51 (Fig. 3; see Appendix 1).

    Of the siliciclastic samples, most were dominantly siliciclastic

    mud, except for shallow nearshore samples BY07, BY09, BY11,

    BY39, BY41, and BY52, collected near the mouths of the Buyat, To-

    tok, and Kotabunan rivers, and samples BY16, 17, and 18, collected

    in the Buyat and Totok rivers (Table 2, Appendix 1). The samples

    collected near the end of the tailings pipe were fine silts.

    3.2. Sediment trace element concentrations

    3.2.1. Sediment sample analytical accuracy and precision

    Duplicate analyses of identical samples for sediment metal con-

    centrations (n = 4 pairs) yielded results differing by

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    fractions of sediments from the two Totok Bay reefs, while anti-

    mony concentrations in Totok Bay reef sediments were 12 times

    elevated in the mud fraction over whole sediment values.

    3.3. Coral skeletal metal analyses

    3.3.1. Laser ablation and solution ICP-MS analysis of MACS-1 reference

    materialAmong the oxides and elements considered here, MgO, Al2O3,

    Ti, V, As, Sb, and Tl had RSD values greater than 50%, while SiO2,

    FeO, Cr, Mn, Co, Ni, Cu, Zn, Ba, and Pb had RSD values less than

    40% (Table 5). RSD for Sr ranged from 12% to 20%, with the highest

    value observed in 84Sr, and the lowest in 86Sr.

    Laser ablation analyses of MACS-1 for SiO2, Ti, V, Mn, As, and Tl

    differed from solution analyses by 100% or more, while analyses for

    FeO, Cr, Co, Ni, Cu, Zn, Sb, Ba, and Pb differed from the solution

    analysis by less than 50%.

    3.3.2. Variation in coral skeleton trace element concentrations amongreefs

    Median aluminum oxide concentrations were lowest in corals

    from exposed, siliciclastic poor sites BY08 and BY10 (Fig. 5A,

    0.05

    0.04

    0.03

    0.02

    0.01

    0.00

    BY05-11

    BY05-20

    BY04L-31

    BY10-17

    BY15-22

    BY08-40r

    BY14-1

    BY14-5

    BY07-16BY05-19r BY14-21

    0.35

    0.30

    0.25

    0.20

    0.15

    0.10

    0.05

    0.00

    BY10-01

    BY05-13

    BY10-03

    BY15-13

    BY08-8r

    0.50

    0.40

    0.30

    0.20

    0.10

    0.00

    BY10-17BY08-13

    BY14-1

    BY14-3BY07-7

    By05-1

    BY04L-4

    BY10-10BY08-12

    BY08-15

    BY07-5

    0.12

    0.10

    0.08

    0.06

    0.04

    0.02

    0.00

    BY04L-42

    BY04L-38

    BY14-1

    BY07-5

    By05-1

    BY04L-33

    BY10-01BY15-19r

    BY08-7

    BY07-3

    BY04 BY 07 BY 08 BY 10 BY 14 BY 15BY 05

    BY04 BY 07 BY 08 BY 10 BY 14 BY 15BY 05 BY04 BY 07 BY 08 BY 10 BY 14 BY 15BY 05

    BY04 BY 07 BY 08 BY 10 BY 14 BY 15BY 05

    A

    lO

    wt%

    2

    3

    S

    iO

    wt%

    2

    MgO

    wt%

    FeO

    wt%

    A B

    DC

    Fig. 5. Boxplots showing major oxide concentrations in coral skeleton analyses. (A) Aluminum oxide, (B) silica, (C) magnesium oxide and (D) iron oxide concentrations in

    coral skeletons.

    Table 6

    KruskallWallis tests comparing trace element concentrations in coral skeletons

    Element or oxide Sediment group Rank order among corals Significance

    Al2O3 Oxides, fluvial BY05 > BY04 = BY05 = BY14 = BY15 > BY08 > BY10 P< 0.001

    SiO2 Oxides, fluvial BY14 > BY05 = BY04 > BY08 = BY10 > BY15 > BY07 P< 0.001

    FeO Oxides, Fluvial BY05 > BY15 > BY08 = BY10 > BY14 > BY04 > BY07 P< 0.001

    Cr Fluvial or tailings BY04 > BY07 = BY14 > BY05 = BY08 = BY10 > BY15 P< 0.001

    Co Fluvial BY04 = BY08 > BY15 > BY05 > By07 = BY10 > BY14 P< 0.001

    Cu Fluvial BY04 > BY15 > BY07 = BY10 > BY05 = BY08 = BY14 P< 0.001

    Pb Fluvialartisanal BY05 > BY04 = BY08 > BY07 = BY10 > BY14 = BY15 P< 0.001

    As Tailings BY04 = BY14 > BY05 = BY07 = BY08 = BY10 = BY15 P= 0.178

    Sb Tailings BY04 > BY14 = BY05 = BY08 > BY07 > BY10 = BY15 P< 0.001

    Tl Tailings BY04 > BY05 > BY08 = BY14 > BY10 = BY15 > BY07 P< 0.001

    Sites: Reef closest to tailings: BY04, Tj. Buyat reef: BY05, Tj. Sikod: BY08, Ratototok Peninsula: BY10, Bobokan Reef (Buyat river mouth): BY07, Totok river mouth: BY14,Reference: BY15. Significance indicated by KruskallWallis test.

    1560 E.N. Edinger et al. / Marine Pollution Bulletin 56 (2008) 15531569

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    Peak concentrations of arsenic and antimony in Tj. Buyat coral

    BY10 were recorded in 2000, and coincided with a minor peak in

    Cr, and with mildly elevated concentrations of SiO2, Cu, and Ba

    (Fig. 8C). Smaller peaks in Sb and Cr co-occurred, and coincided

    with Cu orSiO2 peaks, but not with peaks in Ba concentration. Peak

    concentrations of As in Tj. Sikod coral BY08 occurred in 1996, 1997,

    and 1999, with a minor peak in late 1998 (Fig. 8D). Peak concentra-

    tions of As and Cr frequently co-occurred, but peaks in As and Sb

    did not. Peak concentrations of As generally coincided with peaksin silica content.

    Concentrations of As and Sb in Bobokan coral BY07 (near the

    Buyat river mouth) were generally low, often close to the detection

    limit for these elements (Fig. 9A). Peak concentrations of Cr in coral

    BY07 occurred in 1998, 1999, and 2001, and generally coincided

    with peaks in Ba, SiO2, and Cu. Peak concentrations of As and Sb

    in coral BY14 (Totok River mouth) occurred in 1998, 1999, and

    2001, with additional high concentrations recorded in the two

    ablations closest to the upper surface of the coral (Fig. 9B). These

    high concentrations probably resulted from remnant tissue con-

    tamination of the material ablated. Peak concentrations of Sb and

    Cu generally coincided with peak concentrations of SiO2, or to a

    lesser extent, Cu, but had little apparent relationship with Ba con-

    centrations, except for the elevated As and Sb concentrations in

    2001. Concentrations of antimony in reference coral BY15 were

    generally below detection limits (Fig. 9C). Arsenic concentrations

    had low peaks in 1998, 2000, and near the top of the coral, but

    these peaks did not have a clear correspondence with Ba, Cu, or

    SiO2. Chromium peaks in BY15 were generally associated with

    minor peaks in silica content. Two major peaks in Cu in 1999

    2000 also coincided with increases in silica content.

    3.4. Correlations between trace elements in sediments and in coral

    skeletons

    Trace element concentrations in sediments (

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    Table 7

    Correlation matrix among elements recorded in coral skeletons, ln-transformed

    MgO Al2O3 SiO2 CaO42 CaO43 FeO Co Cu Zn As Sb Ba Tl

    Al2O3 0.060

    SiO2 0.063 0.507**

    CaO_42 0.040 0.002 0.038

    CaO_43 0.016 0.002 0.165* 0.534**

    FeO 0.077 0.646** 0.329** 0.006 0.168*

    Co 0.117 0.069 0.022 0.002 0.037 0.09Cu 0.068 0.005 0.061 0.041 0.073 0.066 0.19**

    Zn 0.008 0.11 0.258** 0.026 0.065 0.079 0.099 0.305**

    As 0.034 0.294** 0.247** 0.143* 0.151* 0.215** 0.029 0.000 0.142*

    Sb 0.016 0.006 0.252** 0.047 0.013 0.132 0.027 0.046 0.159* 0.226**

    Ba 0.383** 0.128 0.141* 0.144* 0.087 0.308** 0.052 0.127 0.088 0.012 0.024

    Tl 0.32 0.155* 0.261** 0.007 0.059 0.07 0.024 0.109 0.211** 0.204** 0.280** 0.052

    Pb 0.133 0.047 0.141* 0.022 0.014 0.171* 0.034 0.234** 0.115 0.112 0.075 0.251** 0.067

    ** p < 0.01, * p < 0.05. N= 207 in all cases.

    0

    8

    4

    12

    16

    20

    [Ba,

    Cu

    ],ppm,

    [Si/100]ppm

    Ba

    Cu

    SiO /100

    100 20 30 40 50 60 70 80 90 100

    vertical distance (mm)

    200

    2

    200

    1

    200

    0

    199

    9

    199

    8

    199

    7

    199

    6

    BY 04 (closest reef to tailings outfall)

    18O

    O

    7.0

    7.5

    8.0

    8.5

    9.0

    Sr/

    Cammo

    l/mo

    l

    9.5

    As

    Sb

    Cr

    0.0

    0.4

    1.6

    0.8

    1.2

    2.0

    [As,

    Sb

    ,Cr]

    Sr/Ca

    -4.5

    -5.0

    -5.5

    -6.0

    -6.5

    Fig. 8. Coral skeleton trace element chronologies: reef affected by industrial mine tailings. (A) Reef inside Buyat Bay (BY04). (B) Tj. Buyat (BY05). (C) Ratototok Peninsula(BY10); (D) Tj. Sikod (BY08). Annual bands (vertical grey bars) were identified using the skeletal density bands, and verified as annual using Sr/Ca ratios.

    E.N. Edinger et al. / Marine Pollution Bulletin 56 (2008) 15531569 1563

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    elling with fine-grained silica from mine tailings, rather than pyritecrystalswith arsenicor antimony-rich rims (Blackwood and Edinger,

    2007). Amorphous colloidal ironarsenic phases were observed intailings sediment and in sediments from Buyat Bay reef BY04 and

    2002

    2001

    2000

    1999

    1998

    7.0

    7.5

    8.0

    8.5

    9.0

    Sr/Cammo

    l/mol

    9.5

    5 10 15 20 25 30 35 40 45 50

    0

    8

    4

    12

    16

    20

    [Ba,

    Cu],ppm,

    [Si/100]ppm

    SiO /10

    BaCu

    vertical distance (mm)

    BY 05 (500 m east of tailings outfall)

    0.0

    0.4

    1.6

    0.8

    1.2

    2.0

    [As,

    Sb

    ,Cr,]

    As

    Cr

    Sb

    7.0

    7.5

    8.0

    8.5

    9.0

    Sr/

    Cammo

    l/mo

    l

    9.5

    50 10 15 20 25 30 35 40 45

    2002

    2001

    2000

    1999

    1998

    vertical distance (mm)

    BY 10 (1 km east of tailings outfall)

    Sb

    Cr

    As

    0.6

    0.0

    0.4

    0.2

    0.8

    1.0

    [As,

    Sb

    ,Cr,

    ]

    Cu

    Si/100

    Ba

    0

    8

    4

    12

    16

    20

    [Ba,

    Cu

    ],ppm,

    [Si/100]ppm

    Fig. 8 (continued)

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    Tj. Buyat Reef BY05 (Blackwood and Edinger, 2007). However, ironand arsenic peaks did not always coincide in skeletal chronologies,

    and iron and arsenic were not correlated in coral skeletal analyses

    from siteBY04,suggesting thatmuchof thearsenicin coral skeletons

    may have been present as Mgarsenate, another tailings processing

    by-product. Arsenic in Totok Bay reefs was likely present as fine-

    grained arsenopyrite (Blackwood and Edinger, 2007); silt-sized

    grains of arsenopyrite were observedin sediment from both the To-

    tok and Buyat rivers (Blackwood and Edinger, 2007).

    4.2. Influence of grain size on sediment trace element analyses

    Sediment trace element analysis results for the mud fraction

    were highly consistent with whole sediment concentrations previ-

    ously reported for the same sites (Edinger et al., 2007; Table 4). Themajor differences encountered were at tailings-influenced sites

    dominated by bioclastic reef sediment, particularly BY05, BY08,

    and BY10 (Edinger et al., 2007). The fine fraction sediment data fur-

    ther document dispersal of mine-tailings derived sediment onto

    reefs 12 km away from the mine tailings outfall (Edinger et al.,

    2007). The high degree of agreement between whole-sediment

    and

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    various trace elements rather than a fused homogenized glass,inhomogeneities can be expected, particularly for elements incom-

    patible with the aragonite crystal lattice. Similarly, differences inablation yield between the fused glass standard, the MACS

    50 10 15 20 25 30 35 40 45

    0

    8

    4

    12

    16

    20

    [Ba,

    Cu],ppm,

    [Si/100]ppm

    Ba

    Cu

    SiO /100

    vertical distance (mm)

    2002

    2001

    2000

    1999

    BY 07 (closest to Buyat river mouth)

    1998

    As

    Cr

    Sb0.0

    0.4

    1.6

    0.8

    1.2

    2.0

    [As,

    Sb,

    Cr,]

    7.5

    8.0

    8.5

    9.0

    Sr/C

    ammol/mol

    9.5

    50 10 15 20 25 30 35 40 45

    vertical distance (mm)

    2002

    2001

    2000

    1999

    BY 14 (closest to Totok river mouth)

    1998

    0

    8

    4

    12

    16

    20

    [Ba,

    Cu

    ],ppm,

    [Si/100]ppm

    Ba

    Cu

    SiO /100

    As

    Cr

    Sb

    0.0

    0.4

    1.6

    0.8

    1.2

    2.0

    [As,

    Sb,

    Cr,

    ]

    8.0

    8.5

    9.0

    9.5

    10.0

    Sr/

    Cammo

    l/mo

    l

    Fig. 9. Coral skeleton trace element chronologies: reef affected by fluvial runoff, artisanal mining, and reference site. (A) Bobokan, near Buyat river mouth (BY07); (B) Totok

    River mouth (BY14), affected by artisanal mining; (C) Reference site, Pulau Babi, Totok Bay(BY15). Annual bands (vertical grey bars) were identified using theskeletal density

    bands, and verified as annual using Sr/Ca ratios.

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    pressed-pellet carbonate reference material and the porous arago-

    nitic coral skeletons may also contribute to analytical uncertainty.

    Lateral variation in detrital material incorporation at a scale of

    1001000 lm likely accounted for the high variability in most me-

    tal chronologies, and the relatively low repeatability of laser abla-

    tion analyses in the coral skeleton samples. Some laser ablation

    ICP-MS systems have been modified to sample from a larger area

    (50 500lm), rather than a discrete circular ablation pit (e.g. Sin-

    clair et al., 1998; Fallon et al., 2002, 2003; Sinclair, 2005 ). Such a

    modified laser ablation system could probably avoid some of the

    problems with small-scale spatial heterogeneity observed in this

    study, as it would average the element concentrations within a

    wider area. Similarly, drilling out subsamples of coral skeleton

    for solution analysis (cf. Shen and Boyle, 1989; Bastidas and Garcia,

    1997; David, 2003) would likely yield a greater amount of total

    material, possibly avoiding issues with

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