Abstract
In some high As groundwater systems, correlations are observed between dissolved organic matter (DOM) and As concentrations, but in other systems such relationships are not observed. The role of labile DOM as the main driver of microbial reductive dissolution does not explain the variation in these relationships. Other processes that may also influence arsenic mobility include complexation of As by dissolved humic substances, and competitive sorption and electron shuttling reactions mediated by humics. To evaluate such humic interactions, we characterized the optical properties of whole waters sampled from groundwater, spanning an age gradient in Araihazar, Bangladesh. Further, we analyzed fulvic acids (FA) isolated from large volume samples for optical properties, C and N content and 13C-NMR spectroscopic distribution. Old groundwater (> 30 years old) contained primarily sediment-derived DOM and had significantly higher (p < 0.001) dissolved arsenic concentration than groundwater that was < 5 years old. Younger groundwater had DOM spectroscopic signatures similar to surface water DOM and characteristic of a sewage pollution influence. Associations between dissolved arsenic, iron, and FA concentration, and fluorescence properties of isolated FA suggest that aromatic, terrestrially-derived FAs promote arsenic-iron-FA complexation reactions that enhance arsenic mobility.
TOC image

1. Introduction
In Bangladesh, it is estimated that ~45 million people are exposed to groundwater arsenic (As) concentrations that are above the World Health Organization guideline value of 10 μg L−11. Although it is generally agreed that microbially-mediated reductive dissolution of As-bearing Fe-minerals2,3 is the dominant mechanism for enrichment of As in reducing groundwater in the Bengal Basin and elsewhere, the role of dissolved organic matter (DOM) remains enigmatic in part due to a lack of characterization of DOM composition. Compared to the well-recognized role of labile DOM fueling microbial reduction, demonstrated in several field studies of Bengal groundwater4–7, less is known about the role of humic DOM in arsenic-laden groundwater. Though humic DOM is considered to be recalcitrant to biodegradation8, it is involved in both biological and chemical reactions that may influence the mobility of arsenic9. For instance, microbial reduction of oxidized humic quinones has been shown to be an important step in the cascade that results in Fe reduction10. Quinone moieties in dissolved and solid-phase humic substances are able to shuttle electrons and accelerate microbial reduction of Fe10–13 and other terminal electron acceptors and are able to regenerate and continue to serve as electron shuttles14.
In addition to the biological role for humic DOM, evidence for humic DOM influencing As mobility through abiotic mechanisms such as competitive sorption and complexation has emerged in laboratory studies. It was demonstrated that competition with As for sorption sites on hematite15 and goethite16 minerals resulted in arsenic desorption. Humic DOM has also been shown to abiotically oxidize and reduce arsenic from soils and sediments16, 17. Of particular interest is the formation of complexes between humic substances, Fe, and arsenic, which act to keep arsenic in solution under reducing conditions. Direct complexation was initially suggested between dissolved humics and arsenate18, 19 and arsenite20, 21. More recently, Fe-bridging for ternary complex formation involving humic substances, Fe, either arsenate22, 23 or arsenite24 has been invoked as the mechanism responsible. Indeed, X-ray absorption spectroscopy results demonstrate that ternary As—Fe-humic DOM complexes form by inner-sphere binding of As(V) to Fe(III)-humic DOM complexes25 .
Field observations also support that the quality of DOM, in particular the humic DOM fraction, exerts an influence on As mobility. First, significant positive correlations26, significant negative correlations27, or no correlations at all28 have all been observed between groundwater As and DOC concentrations. This variation suggests that the role of DOM is not limited to that of an electron donor for microbial reactions, and is instead more complex due to the heterogeneous nature of DOM. Humic DOM, including dissolved humic and fulvic acids, participate in a potential suite of reactions, such as complexation, competition, and electron shuttling that likely also influence arsenic mobility. Second, studies in the Bengal Basin have implicated the sediments as a likely source of DOM in reducing groundwater29–32. Further, optical spectroscopic analyses of Bangladesh groundwater demonstrated that the DOM in groundwater with elevated As concentrations was largely derived from aromatic and lignaceous organic compounds already in the sediments33. Taken together, the role of the humic DOM pool in reducing aquifers of the Bengal Basin merits further exploration.
This study elucidates the potential role that dissolved humic substances, namely fulvic acid (FA), which is the predominant humic fraction in the DOM pool of natural waters, play in As mobility through a systematic characterization of DOM chemistry. A characterization of groundwater dissolved fulvic acids has not previously been carried out in As-rich reducing groundwater environments, although extracts of sediments organic compounds have been analyzed and provide some insight into sedimentary DOM character. In several regions with elevated groundwater As concentration, Reza et al. (2010, 2011)34, 35 performed absorbance and fluorescence analyses of whole water samples and 1H- NMR, 13C-NMR, and Fourier Transformed Infrared spectral analyses of organic compounds extracted from sediments using an acid-alkanine method. These studies demonstrated that the extracted sedimentary organic compounds from the Meghna and Brahmaputra floodplains had higher aromaticity and fluorescence intensity than those from the Ganga floodplain and could be involved in complexation reactions with arsenic. These studies using sedimentary organic compounds provide additional motivation for investigating the role of humic DOM. Noting, however, that DOM in groundwater of the Bengal Basin likely has diverse sources in addition to sedimentary organic matter, there is a need to evaluate the influence that both humic DOM, isolated directly from groundwater, as well as non-humic DOM may have on arsenic mobility.
Therefore, the goal of this study is to investigate the interactions between DOM fractions, arsenic, and iron to elucidate potential mechanisms for arsenic mobilization. Here we combine FA isolation, elemental analysis, 13C-NMR spectroscopy, UV-vis absorbance spectroscopy, and fluorescence spectroscopy to characterize dissolved humic substances in groundwater of varying ages and varying dissolved As concentrations that represent the range of hydrogeological and biogeochemical conditions typical of the Holocene shallow aquifer of Bangladesh. The association between fulvic acid content, iron, and arsenic was also investigated to evaluate if the presence of humic DOM could help explain variability in DOC and arsenic concentration correlations noted in previous field studies.
2. Methods
Groundwater and surface water samples (Tables S1 and S2) were from Araihazar upazila, Bangladesh located approximately 30 km northeast of the capital city Dhaka. It lies within the floodplain of the Old Brahmaputra River, an abandoned river channel that has been filled through recent sedimentation36 and reduced to a small stream (Figure S1). The study area was chosen because the redox condition of the shallow Holocene aquifer and in turn, groundwater As level and age, spans nearly the entire range found in Bangladesh37–41. Groundwater samples were collected from monitoring wells installed at Site K described in Radloff et al. (2008) and Radloff (2010)42, 43 and Site B described in Zheng et al. (2005)44. The two sites are approximately 2 km apart and are in a primarily rural setting with numerous ponds and irrigated rice and vegetable fields.
To isolate FA, a total of 6 large volume water samples (~ 215 L) were collected from a small stream next to the field where monitoring wells were installed (Fig. S1), three wells from Site K and two wells from site B in October 2009. The three samples from Site K represented young groundwater with 3H/3He age45 of < 5 years old (K12 and K10) and old groundwater with > 30 years according to 3H/3He dating (K8). Two samples were also collected from Site B (B-11 and B-14) for which the groundwater was known to be ~ 19 years old39 to ensure that the age range of 5-30 years was represented. The wells were pumped for 10 to 30 minutes, until readings of temperature, conductivity, pH and Eh on multiprobes in a flow-through cell stabilized. Then, ~215 L of groundwater were collected into cubitainers and driven to the University of Dhaka, Bangladesh where they were then filtered, acidified, and pumped through columns packed with cleaned XAD-8 resin46. After rinsing loaded columns with nanopure water, the FA was back-eluted with base and run through a cation exchange column. FAs were shipped on ice to the University of Colorado, where they were freeze-dried and analyzed for C and N content with an elemental analyzer and C functional group distribution with solid state 13C-nuclear magnetic resonance (13C-NMR) spectroscopy. The surface water sample was collected and processed in the same way. Prior to isolation, an aliquot of the large volume samples was reserved and analyzed for total dissolved As and Fe concentrations, DOC concentration, and UV-visible absorbance and fluorescence spectroscopy (see Supporting Information for details).
To provide the geochemical context for the FA isolate chemistry data, a total of 24 groundwater samples were also collected from Site K, along with a total of 10 surface water samples representing the Old Brahmaputra River, local streams and ponds in Araihazar, in March 2008 (Table S1). These “whole” water samples were analyzed for anions and cations, dissolved As and Fe concentrations and speciation, DOC concentration, and UV-visible absorbance and fluorescence spectroscopy (see Supporting Information for details).
For both FA isolates and whole water samples, key metrics from UV-vis absorbance and fluorescence spectroscopy were evaluated. Specific UV absorbance47 was utilized to provide information about the aromaticity of whole waters, whereas for FAs the aromatic C content was measured directly with solid state 13C-NMR. Three dimensional fluorescence excitation emission matrices (EEMs) were acquired and instrument specific corrections, inner-filter correction, Raman normalization, and blank subtraction were applied. EEMs were fit to the parallel factor analysis (PARAFAC) model of Cory and McKnight (2005)48, and individual component loadings are presented in Raman units (RU) and as percentages of total fluorescence. The relative amount of amino acid-like fluorescence, taken as the sum of tyrosine-like and tryptophan-like PARAFAC components (C8 + C13 in Cory and McKnight, 2005), which are described as the more biologically labile components in the fluorescence literature, was tracked in all samples. The fluorescence source index (FI) was also calculated48 to provide information about the DOM sources in whole waters and FAs. The FI has provided consistent and reliable information on the sources of DOM and humic substances in natural waters that were consistent with characterization using other techniques. For example, Mladenov et al. (2008) isolated FAs from wetland surface water and found that spatial changes in the FA content, C:N ratios, C functional groups, and FI reflected an influx of plant-derived organic compounds during flooding49.
A multivariate analysis of variance (MANOVA) was employed to test whether groundwater chemistry (As, Fe, sulfate, DOC, total dissolved nitrogen (TDN), SUVA, FI, and percent amino acid-like fluorescence) was significantly different among surface water (n = 10), groundwater samples in age group of < 5 years (n = 10), 5 – 30 years (n = 6), and > 30 years old (n = 8) (vegan package, R project). Additionally, an analysis of variance (ANOVA) was also used to determine significance in As concentration difference between data sets using a two-tailed t-test (R project).
3. Results and Discussion
Surface water DOM and FA isolate
Surface water samples, consisting of the old Brahmaputra river (OBR) channel, local streams near sites K and X, and ponds from sites K and Fe (Table S1) displayed the highest average DOC concentration than groundwater of any age (Table 1). Because whole water samples were obtained in March when the groundwater tables are substantially higher than the surface water tables41, the river and stream waters are primarily groundwater fed, with the water chemistry subject to “redox trapping” during groundwater discharge50, 51. “Redox trapping” means that redox-sensitive elements such as As, Fe and Mn have a tendency to be removed from solution and “trapped” in sediments under oxidizing conditions, and, therefore, their concentrations are lower than when reducing conditions prevail. The low surface water concentrations of As, Fe, and Mn compared to those in groundwater and similar concentrations of Ca, which is not redox sensitive, in surface water and groundwater are consistent with this discharge process (Table 1). Additionally, because the surface water environment is oxic, sulfate concentrations in surface water are higher than in groundwater. The low RI of surface water DOM (Table 1) also reflects this oxic state and the presence of more oxidized quinone-like moieties52 than in groundwater. Because surface water DOC concentrations are two to three times higher than those in groundwater, it is likely that additional allochthonous inputs from the surrounding landscape and significant autochthonous biological inputs contribute to the high DOC concentrations. The FI value is the highest in surface water samples, indicating a microbial source, which would support autochthonous inputs such as bacteria and algae (Table 1). This is not surprising considering the sanitation conditions of rural Bangladesh, where human waste is frequently disposed of directly into surface water bodies53. The EEMs of the whole surface water samples showed a peak in the region of amino acid-like fluorescence near excitation/emission of 275/350 nm, and provide further evidence of a microbial DOM source in this water type (Figure 1). However, there is also substantial humic fluorescence in the Peak A and C regions (Figure 1) of the whole water samples, which reflects contributions from soil and terrestrial plant sources to the DOM pool in surface water. Thus, the DOM of whole surface water is characterized by protein-like as well as humic DOM.
Table 1.
Chemistry of whole water samples collected from Araihazar, Bangladesh in March 2008. Mean and standard deviations of age, depth, solute concentrationsa, and DOM optical propertiesb for surface water and young (< 5 yr), old (5 – 30 yr), and very old (> 30 yr) groundwater collected from site K are shown.
| Surface water n = 10c |
< 5 year old groundwater n = 10 |
5 – 30 year old groundwater n = 6 |
> 30 year old groundwater n = 8 |
T-test resultsd | |
|---|---|---|---|---|---|
| Age (years) | - | 1.9± 1.5 | 10.5± 5.0 | 34.7±1.6 | - |
| Depth (m) | - | 8.9± 2.2 | 11.1± 3.6 | 10.5±3.2 | G |
| Astotal (μg L−1) | 24±14 | 37± 29 | 158± 107 | 281±112 | B – F |
| % As(V) | 66 ±30 | 16± 33 | 1± 1 | 4±4 | G |
| Fetotal (mg L−1) | 0.11± 0.12 | 6.7± 5.3 | 10.3± 5.5 | 10.8±2.0 | E |
| SO4 (mg L−1) | 19± 15 | 15± 23 | 4.4± 6.4 | 0.05±0.07 | C, E |
| Ca (mg L−1) | 38± 4.0 | 39± 25 | 41± 3.0 | 57±17 | C, E, F |
| Mn (μg L−1) | 149± 117 | 1885± 1054 | 2145± 1036 | 1252±970 | A – C |
| TDN (mg L−1) | 1.37± 1.11 | 0.62± 0.60 | 1.20± 0.62 | 1.76±0.58 | A, E |
| DOC (mg L−1) | 6.30± 2.98 | 2.78± 0.50 | 3.51± 0.38 | 3.65±0.69 | A – E |
| SUVA (L mg−1 m−1) | 1.97± 1.22 | 1.18± 0.64 | 1.89± 0.45 | 2.06±0.48 | D, E |
| FI | 1.69± 0.24 | 1.47± 0.10 | 1.38± 0.04 | 1.40±0.03 | A – E |
| RI | 0.35± 0.07 | 0.50± 0.04 | 0.51± 0.02 | 0.48±0.02 | A, B, C, F |
| %AA | 0.084± 0.034 | 0.10± 0.07 | 0.05± 0.01 | 0.04±0.01 | B, C, E |
n = sample size; σ = mean; δ = standard deviation; dash = not measured or performed.
FI and RI are dimensionless; AA = amino acid-like fluorescence.
Sample size is 6 for As, %As(V), Fe, SO4, Ca, and Mn values (Table S1).
T-test results show significant difference between: A) surface water and < 5 year old groundwater, B) surface water and 5 – 30 year old groundwater, C) surface water and >30 year old groundwater, D) < 5 year old and 5 – 30 year old groundwater, E) < 5 year old groundwater and >30 year old groundwater, and F) 5 – 30 year old and >30 year old groundwater; G represents no statistical difference in any sample sets.
Figure 1.

EEMs of surface water (K-SW) and Site K and Site B groundwater whole waters collected for fulvic acid isolation (samples described in Table 2). Fluorescence intensities (z-axis) are in Raman units (RU). Regions of amino acid-like fluorescence (proxy for labile DOM) and humic-like fluorescence are marked.
Although we have only one fulvic acid isolate of a local stream water (K-SW) sample, the characteristics of this surface water FA isolate are illustrative. This FA isolate had >40% C content, which was greater than the C content of all groundwater FA isolates (Table 2). Further, the combination of high SUVA, reflecting terrestrial DOM contributions, and high FI and amino acid-like fluorescence, reflecting autochthonous microbial contributions, would also suggest that, like the whole water sample, this fulvic acid was derived from a combination of microbial constituents as well as soil and vascular plant sources in the area surrounding the river.
Table 2.
Characteristics of 6 large volume samples, including site description, solute chemistry (total dissolved arsenic (AsT), % arsenic as As(III), total dissolved Fe (FeT), dissolved organic carbon (DOC), and fulvic acid (FA) content and concentration), and DOM optical spectroscopic characteristics (specific UV absorbance (SUVA), fluorescence index (FI), and amino acid-like (AA-like) fluorescence) collected from Site K and Site B groundwater and Site K surface water (K-SW) in October 2009.
| Site description | Solute chemistry | Optical spectroscopic characteristics | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sample | Latitude | Longitude | Depth | Agea | AsT | %As | FeT | DOCb | FA content | FA conc. | SUVAc | FI | AA-like fluorescence |
| (degrees) | (degrees) | (m) | (yrs) | (μg L−1) | (III) | (mg L−1) | (mg C L−1) | (% of DOC) | (mg FA L−1) | (L mg−1 m−1) | (% of fluorescence) | ||
| K-SW | 23.7916 | 90.6101 | 0 | N.A. | 23.3 | 40 | 0.01 | 4.80 | 42.7 | 4.63 | 2.66 | 1.65 | 5.7 |
|
| |||||||||||||
| K12.1 | 23.7948 | 90.6284 | 7.50 | <5 | 2.0 | 90 | 0.5 | 0.59 | 2.80 | 0.04 | 1.60 | 1.47 | 24 |
| K10.2 | 23.7941 | 90.6281 | 11.0 | <5 | 69 | 100 | 3.5 | 0.92 | 8.30 | 0.26 | 1.72 | 1.37 | 8.0 |
| K8.3 | 23.7932 | 90.6280 | 14.8 | >30 | 363 | 94 | 11.0 | 0.93 | 25.0 | 1.28 | 2.24 | 1.37 | 4.0 |
| B11 | 23.780 | 90.640 | 11.4 | 5 - 30 | 213 | 95 | 9.6 | 2.08 | 13.3 | 0.54 | 2.52 | 1.46 | 3.3 |
| B14 | 23.780 | 90.640 | 14.0 | 5 - 30 | 340 | 95 | 10.2 | 2.51 | 34.4 | 1.70 | 2.73 | 1.46 | 4.1 |
Groundwater DOM and FA isolates
The extensive spatial survey of groundwater from different wells and depths showed that there were significant differences in DOC concentration as well as in the quality of DOM among groundwater of different ages. Differences in DOC concentration, SUVA, FI, and %AA-like fluorescence of small volume samples were significant between young, < 5 year old, groundwater and the two groups of older groundwater (Table 1). All groundwater samples have comparable RI values consistent with reducing conditions indicated by elevated levels of Fe and Mn concentrations in groundwater compared to surface water (Table 1). Further, the results showing significantly (p <0.00001) higher concentrations of As, Fe, Ca, and TDN, mostly as ammonia (Table S2) and lower sulfate concentrations in older groundwater than in young groundwater (Table 1) are consistent with progressively greater reducing conditions as groundwater ages and subsequent occurrence of mineral weathering (calcite dissolution) and redox reactions39, 44. Additionally, significant differences, determined with MANOVA (R2 = 0.38; p < 0.0001), were also observed for DOC, SUVA, FI, and percent amino acid-like fluorescence between groups of groundwater. The lower FI, lower AA-like fluorescence, and higher SUVA in the two groups of older groundwater samples suggest inputs of “terrestrial” sources, such as lignaceous and aromatic C compounds, common in peat or other dispersed sedimentary organic matter. One explanation for the more terrestrial DOM signatures in the older groundwater is that DOM is mobilized from sediments as a consequence of microbial Fe reduction and Fe mineral dissolution. This scenario would be consistent with other studies showing that sedimentary organic matter contributes substantially to the groundwater DOM pool54, 55. DOM mobilization from sediments is supported by the results of sediment incubations from our earlier study conducted also at Araihazar, which showed an increase in DOC and Fe concentrations and DOM terrestrial fluorescence signatures after incubation with native groundwater33.
Similarly, the higher fulvic acid content of large volume samples B11, B14 and K8, representative of older groundwater (> 5 years old), than in the younger K10 and K12 groundwater (Table 2) indicates that the older groundwater has higher amounts of dissolved humic substances, most likely originating from organic material in the sediments. Also, the FAs isolated from large volume samples of older groundwater had higher aromatic C concentration, lower FI values, and lower amino acid-like fluorescence than FA isolates of young groundwater (Table 3), consistent with the trends observed in the small volume samples that point to a terrestrial, sedimentary DOM source. The lower amino acid-like fluorescence was also evident in EEM spectra of the large volume samples of old groundwater (Figure 1), which were instead dominated by fulvic acid-like fluorescence.
Table 3.
Elemental content, 13C-NMR distribution of C functional groups of fulvic acid isolates, and optical spectroscopic characteristics of fulvic acids isolated from Site K and Site B groundwater and Site K surface water (K-SW).
| Elemental content | 13C-NMR distribution (%) and C functional group distributiona | Optical spectroscopic characteristics | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sample | C (%) |
N (%) |
C:N ratio |
Aliphatic (60-0) |
Hetero-aliphatic (90-60) |
Acetal (110-90) |
Aromatic (165-110) |
Carboxyl (190-165) |
Carbonyl (220-190) |
Ar:Al ratio |
SUVA (L mg−1 m−1) |
FI | AA-like fluorescence (%) |
| K-SW | 44.3 | 2.9 | 15.28 | 48 | 15.62 | 0.01 | 19.43 | 13.61 | 3.27 | 0.40 | 4.36 | 1.69 | 11.0 |
|
| |||||||||||||
| K12.1 | 45.2 | 1.41 | 32.1 | 46.1 | 8.57 | 1.92 | 24.7 | 16.1 | 2.58 | 0.54 | 3.86 | 1.57 | 4.9 |
| K10.2 | 28.8 | 1.30 | 22.2 | 63.2 | 11.4 | 0.12 | 14.1 | 10.6 | 0.59 | 0.22 | 5.16 | 1.46 | 4.1 |
| K8.3 | 15.4 | 0.77 | 19.9 | 47.1 | 5.76 | 3.34 | 30.2 | 11.9 | 1.75 | 0.64 | 4.71 | 1.49 | 3.7 |
| B11 | 51.3 | 1.57 | 32.7 | 53.1 | 9.30 | 0.56 | 19.6 | 16.0 | 1.47 | 0.37 | 3.96 | 1.57 | 3.5 |
| B14 | 50.6 | 1.50 | 33.7 | 45.3 | 10.4 | 2.98 | 25.8 | 14.1 | 1.50 | 0.57 | 4.15 | 1.57 | 3.3 |
Parentheses list range of wavelengths for each functional group (nm).
By contrast, several lines of evidence suggest that DOM in younger groundwater (< 5 years old) is influenced by microbial sources. The average FI value of small volume samples of young groundwater is similar to surface water, and the average value of %AA-like fluorescence is the highest amongst all water types (Table 1), likely reflecting the influence of sewage-polluted surface water on young groundwater. This influence was identified at the same study site56 in young groundwater, which has been shown to contain high counts of the fecal indicator bacterium E. Coli57. The lowest average SUVA value in young groundwater suggests that the young groundwater is the least influenced by terrestrially-derived DOM among all water types (Table 1). Similarly the large volume samples of young groundwater from sites K10 and K12 had low fulvic acid content (Table 2), and the FA isolated from those sites had higher FI and amino acid-like fluorescence and lower %C and molar concentrations of aromatic C (Table 3) than older groundwater.
Non-humic DOM
In addition to humic DOM in Araihazar groundwater, non-humic DOM is present in the groundwater and influences the optical spectroscopic properties measured in this study. For the same five large volume samples we characterized the fulvic acids, described above, as well as whole water, which includes fulvic acids as well as carbohydrates, low molecular weight organic acids, and other non-humic DOM. The FI and % amino acid-like fluorescence of whole water samples prior to FA isolation (Table S1) were higher than for the FA isolates (Figure 2). The non-humic fraction that is also present in the whole water samples, therefore, reflects contributions to the DOM pool from microbial and other non-humic DOM sources. FI values of whole waters are known to be higher when compared to FA isolates, in part, because of the presence of other fluorescent microbial compounds that would act to raise the FI58. These microbial sources may include microbial exudates or microbial products from lysed microbial cells, which may derive from sewage-influenced surface water drawn laterally59 or to depth or from the sediments themselves. Other microbial consortia, including bacterial taxa capable of Fe, As, and humics reduction, which are key members of the community in Araihazar sediments60, may also contribute to the amino acid-like fluorescence, which is known to represent biodegradable DOM61, observed in the whole water DOM.
Figure 2.

Scatterplots of total dissolved As and Fe vs. a) DOC concentration, b) fluorescence index (FI), and c) amino acid-like (AA-like) fluorescence of large volume whole water groundwater samples at Site B and Site K, d) fulvic acid concentration of large volume samples, and e) fluorescence index and f) amino acid-like fluorescence of fulvic acids isolated from the large volume samples at Site B and Site K (sample labels shown in panel a). Regression lines shown only for significant relationships (p < 0.05).
Humic DOM and As mobility
Having illustrated the differences between two pools of groundwater DOM, humic and non-humic, we now attempt to shed light on the variable relationship, either positive, negative or a lack thereof, between groundwater As and DOC concentrations observed in several field studies26–28. There was no significant correlation between whole water DOC concentration and As in this set of shallow groundwater samples from Bangladesh (Figure S2) and only a weak correlation for the 5 large volume samples (Figure 2). Instead, it was with the humic DOM component expressed as FA concentration of groundwater that we observed significant linear relationships with As and Fe (Figure 2). We acknowledge that the sample size is small; however FA isolation is a highly representative technique46. More importantly, the quality of DOM change supports the transition of DOM and FA quality from non-humic, microbially-derived material to humic, terrestrially-derived material as the groundwater ages.
We interpret the correlation between the chemical characteristics (aromaticity, FI, % amino acid-like fluorescence) of FAs and both As and Fe (Figure 2) as indicating the involvement of humic DOM in reactions that maintain As in solution. Prior laboratory and field studies suggest a likely mechanism through formation of As—Fe-DOM complexes22–24. Although humic DOM, As, and Fe may all be present as free molecules as a consequence of reductive dissolution, the stoichiometric relationship showing proportionately greater humic DOM content in water with greater dissolved As or Fe concentrations (Figure 2) implies potential complex formation among these species. Multiple laboratory studies have now shown that As is able to form ternary complexes with Fe and DOM25. Using Pahokee Peat Humic Acid as their DOM source, Sharma et al. (2010) demonstrated that at neutral pH As(V) formed colloids and complexes with Fe-DOM, but not with DOM in the absence of Fe. Formation of complexes between As and DOM in the presence of metals but not in their absence was also demonstrated for DOM extract from compost62. Fulvic acids readily complex Fe at neutral pH, and As can bind strongly to such complexes via bridging mechanisms24 to stay in solution. Therefore, it is not unexpected that humic DOM correlates well with As in the presence of Fe in the neutral pH groundwater of our study. Using a molecular weight of 470 Da for groundwater FA from a similar environment63, we calculated that molar Fe:As:FA ratios were about 47:1.3:1 (see slopes of linear regressions in Figure 2). The average molar ratios of Fe to As for large volume samples from groundwater > 5 years old ranged from 40 to 68 in our study, which is slightly higher than the 20 to 55 range reported in laboratory studies of As—Fe-DOM complexes under controlled conditions23, 24.
Colloidal organic molecules also appear to have undergone associations with As and Fe. Prior to isolation of the FAs in this study, we recovered orange-colored organic matter on the filters after filtering the large volume water samples that were acidified to pH 2 to prevent Fe precipitation. This orange-colored retentate (material retained on filters) for three samples, K12, K8, and B11, was re-dissolved in 0.1 N HCl and its FA fraction was also isolated46. The FA content of the filter retentates was substantially higher (FA of 18%, 28%, and 37% for samples K12, K8 and B11, respectively) than in the corresponding large volume groundwater samples (Table 2), suggesting that organic matter in the colloidal form was more humic than DOM in groundwater. The FAs of filter retentates also displayed the most terrestrially-derived signatures with the much lower mean FI values (FI values of 1.24, 1.23, and 1.29 for samples K12, K8 and B11, respectively) than dissolved FA isolates of groundwater same three sites (Table 3; mean FI = 1.54).
The evidence for Fe- and organic- colloids on As mobility is only emerging. Ultra-filtration of As and DOM rich groundwater from Hetao Plain, Inner Mongolia has demonstrated stronger association between As and smaller organic colloids than with larger Fe colloids64. Guo et al. (2009) compared 43 paired unfiltered and 0.45-μm filtered samples and found that larger amounts of As were trapped with small size organic colloids (<0.45 μm). Additionally, SEM images, EDS analysis and synchrotron XRF analyses in their study confirmed the association of As with natural organic matter (NOM) with molecular weights of 5–10 kDa.
Implications for groundwater As enrichment
Deltaic regions with elevated arsenic concentrations in reducing groundwater tend to be rich in sedimentary organic compounds derived from the deposition of plant and animal biomass detrital compounds over time. In Bengal Deltaic sediments, Meharg et al. (2006) postulated that arsenic and organic matter were co-deposited during the Holocene65, especially in productive coastal wetland ecosystems that developed at the time. Similar co-deposition of As and organic matter may be true for other deltaic environments with elevated arsenic in groundwater, such as the Red River Delta, the Mississippi River Delta, and the Pearl River Delta. Therefore the relationships between arsenic, Fe, and DOM that may promote arsenic mobility in reducing groundwater environments deserve further exploration. With respect to the linear relationships between As, DOM, and Fe observed in our study, it is possible that As—DOM-Fe complexes or colloids were sequestered in the sediments simultaneously during deposition, thousands of years ago. Co-deposition of organic matter and arsenic with Fe-containing minerals, as proposed by Meharg et al. (2006), and later ternary complex formation after reductive dissolution is a plausible scenario to explain why groundwater with elevated arsenic contains more terrestrially-derived, humic DOM than groundwater with low arsenic concentrations. Regardless of whether the association with arsenic is via dissolved complex or colloidal complex, our results suggest that the humic fraction of DOM, in particular, plays a key role in arsenic mobilization. Differentiating between the humic, chemically reactive, from the non-humic, biologically-reactive, fraction of DOM in reducing groundwater of deltaic aquifers is a first step to better elucidating that role.
In addition to its importance in maintaining arsenic in solution in reducing aquifers, the chemical reactivity of humic DOM influences treatment and remediation strategies used for dealing with high As concentrations in drinking water. For example, the presence of colloidal DOM-Fe-As associations may hamper filtration efforts66, and competition with humic or fulvic acids inhibits several treatment processes, such as As sorption on Fe minerals67, As(V) adsorption during coagulation with ferric chloride68, and As sorption on Fe nanoparticles69 .
Despite the important role of organic matter in arsenic cycling and the clear value of elucidating its chemical structure to understand and predict biogeochemical reactions, much still remains to be understood regarding the quality of DOM found in groundwater of different age and arsenic concentrations. This study provides new information on the role of DOM fractions as being both biologically and chemically reactive, with the humic DOM acting to maintain arsenic in solution in reducing groundwater. In particular, we have shown that DOM in older groundwater (> 5 years old) is characterized by higher FA content, more terrestrial, sedimentary sources, and less microbial spectroscopic signatures than DOM in younger groundwater or surface water. The highly significant relationships we observed between As and Fe concentrations and FA content, the FI, and amino acid-like fluorescence of FA isolates further suggest that humic DOM-Fe-As interactions may have occurred long ago during the precipitation of arsenic-containing Fe minerals or recently as complexation reactions after free As was mobilized from sediments. The presence of humic DOM in groundwater and its variable source in dispersed sedimentary material may, therefore, may be another factor contributing to the large spatial variability in arsenic concentrations over short distances. In addition to improving our understanding of the heterogeneity of elevated groundwater arsenic across the landscape, accounting for the quality of DOM in groundwater of different ages is important to the development remediation and treatment strategies.
Supplementary Material
Highlights.
Measurements of DOC concentration alone are not sufficient to explain As mobilization and DOM quality must be considered.
Old groundwater (> 30 years old) contains high As concentrations and DOM with humic and lignaceous chemical character.
Very young groundwater (< 5 years old) contains higher protein-like fluorescence than older groundwater and is low in dissolved arsenic.
Relationships between dissolved As, Fe, and fulvic acid suggest that complexation with humic DOM maintains As in solution.
Reductive dissolution is hypothesized to desorb As—Fe-DOM complexes and mobilize arsenic.
Acknowledgments
We thank the Kiowa Laboratory and A. Bigelow for analytical and technical assistance, the University of Dhaka for use of laboratory facilities, and Araihazar field technicians for assistance with sample collection. Funding was provided by NIEHS SRP 2 P42 ES10349 and NSF-EAR0738888 to Y. Z., NSF-EAR0738910 to D. N., D.M., and N.M., and NSF GK-12 to T. L.
Footnotes
Supporting Information
Detailed methods, supporting tables, and supporting figures are provided in the Supporting Information.
References
- 1.Flanagan SV, Johnston RB, Zheng Y. Arsenic in tube well water in Bangladesh: health and economic impacts and implications for arsenic mitigation. Bulletin Of The World Health Organization. 2012;90(11):839–846. doi: 10.2471/BLT.11.101253. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Islam FS, Gault AG, Boothman C, Polya DA, Charnock JM, Chatterjee D, Lloyd JR. Role of metal-reducing bacteria in arsenic release from Bengal delta sediments. Nature. 2004;430(6995):68–71. doi: 10.1038/nature02638. [DOI] [PubMed] [Google Scholar]
- 3.Nickson RT, McArthur JM, Ravenscroft P, Burgess WG, Ahmed KM. Mechanism of arsenic release to groundwater, Bangladesh and West Bengal. Applied Geochemistry. 2000;15(4):403–413. [Google Scholar]
- 4.Harvey CF, Swartz CH, Badruzzaman ABM, et al. Arsenic Mobility and Groundwater Extraction in Bangladesh. Science. 2002;2998:1602. doi: 10.1126/science.1076978. [DOI] [PubMed] [Google Scholar]
- 5.Neumann RB, Ashfaque KN, Badruzzaman ABM, Ashraf Ali M, Shoemaker JK, Harvey CF. Anthropogenic influences on groundwater arsenic concentrations in Bangladesh. Nature Geosci. 2010;3(1):46–52. [Google Scholar]
- 6.Fendorf S, Michael HA, van Geen A. Spatial and Temporal Variations of Groundwater Arsenic in South and Southeast Asia. Science. 2010;328(5982):1123–1127. doi: 10.1126/science.1172974. [DOI] [PubMed] [Google Scholar]
- 7.Mailloux BJ, Trembath-Reichert E, Cheung J, Watson M, Stute M, Freyer GA, Ferguson AS, Ahmed KM, Alam MJ, Buchholz BA, Thomas J, Layton AC, Zheng Y, Bostick BC, van Geen A. Advection of surface-derived organic carbon fuels microbial reduction in Bangladesh groundwater. Proceedings Of The National Academy Of Sciences Of The United States Of America. 2013;110(14):5331–5335. doi: 10.1073/pnas.1213141110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Kalbitz K, Schmerwitz J, Schwesig D, Matzner E. Biodegradation of soil-derived dissolved organic matter as related to its properties. Geoderma. 2003;113:273–291. [Google Scholar]
- 9.Wang SL, Mulligan CN. Effect of natural organic matter on arsenic release from soils and sediments into groundwater. Environmental Geochemistry And Health. 2006;28(3):197–214. doi: 10.1007/s10653-005-9032-y. [DOI] [PubMed] [Google Scholar]
- 10.Lovley DR, Coates JD, Blunt-Harris EL, Phillips EJP, Woodward JC. Humic substances as electron acceptors for microbial respiration. Nature. 1996;382:445–448. [Google Scholar]
- 11.Kappler A, Benz M, Schink B, Brune A. Electron shuttling via humic acids in microbial iron(III) reduction in a freshwater sediment. Fems Microbiology Ecology. 2004;47(1):85–92. doi: 10.1016/S0168-6496(03)00245-9. [DOI] [PubMed] [Google Scholar]
- 12.Jiang J, Kappler A. Kinetics of microbial and chemical reduction of humic substances: implications for electron shuttling. Environ Sci Technol. 2008;42:3563–3569. doi: 10.1021/es7023803. [DOI] [PubMed] [Google Scholar]
- 13.Roden EE, Kappler A, Bauer I, Jiang J, Paul A, Stoesser R, Konishi H, Xu H. Extracellular electron transfer through microbial reduction of solid-phase humic substances. Nature Geoscience. 2010;3(6):417–421. [Google Scholar]
- 14.Klüpfel L, Piepenbrock AKA, Sander M. Humic substances as fully regenerable electron acceptors in recurrently anoxic environments. Nature Geosci. 2014;7:195–200. [Google Scholar]
- 15.Redman AD, Macalady DL, Ahmann D. Natural organic matter affects arsenic speciation and sorption onto hematite. Environmental Science & Technology. 2002;36(13):2889–2896. doi: 10.1021/es0112801. [DOI] [PubMed] [Google Scholar]
- 16.Bauer M, Blodau C. Mobilization of arsenic by dissolved organic matter from iron oxides, soils and sediments. Science Of The Total Environment. 2006;354(2–3):179–190. doi: 10.1016/j.scitotenv.2005.01.027. [DOI] [PubMed] [Google Scholar]
- 17.Jiang J, Bauer I, Paul A, Kappler A. Arsenic redox changes by microbially and chemically formed semiquinone radicals and hydro-quinones in a humic substance model quinone. Env Sci Tech. 2009;43:3639–3645. doi: 10.1021/es803112a. [DOI] [PubMed] [Google Scholar]
- 18.Warwick P, Inam E, Evans N. Arsenic’s interaction with humic acid. Environ Chem. 2005;2:119–124. [Google Scholar]
- 19.Buschmann J, Kappeler A, Lindauer U, Kistler D, Berg M, Sigg L. Arsenite and arsenate binding to dissolved humic acids: Influence of pH, type of humic acid, and aluminum. Env Sci Tech. 2006;40:6015–6020. doi: 10.1021/es061057+. [DOI] [PubMed] [Google Scholar]
- 20.Liu GL, Cai Y. Complexation of arsenite with dissolved organic matter Conditional distribution coefficients and apparent stability constants. Chemosphere. 2010;81(7):890–896. doi: 10.1016/j.chemosphere.2010.08.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Liu G, Cai Y. Studying arsenite–humic acid complexation using size exclusion chromatography–inductively coupled plasma mass spectrometry. Journal of hazardous materials. 2013;262:1223–1229. doi: 10.1016/j.jhazmat.2012.05.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Ritter K, Aiken GR, Ranville JF, Bauer M, Macalady DL. Evidence for the Aquatic Binding of Arsenate by Natural Organic Matter-Suspended Fe(III) Environ Sci Technol. 2006;40:5380–5387. doi: 10.1021/es0519334. [DOI] [PubMed] [Google Scholar]
- 23.Sharma P, Ofner J, Kappler A. Formation of binary and ternary colloids and dissolved complexes of organic matter, Fe and As. Env Sci Tech. 2010;44(12):4479–4485. doi: 10.1021/es100066s. [DOI] [PubMed] [Google Scholar]
- 24.Liu GL, Fernandez A, Cai Y. Complexation of Arsenite with Humic Acid in the Presence of Ferric Iron. Environmental Science & Technology. 2011;45(8):3210–3216. doi: 10.1021/es102931p. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Mikutta C, Kretzschmar R. Spectroscopic evidence for ternary complex formation between arsenate and ferric iron complexes of humic substances. Environ Sci Tech. 2011;45(22):9550–9557. doi: 10.1021/es202300w. [DOI] [PubMed] [Google Scholar]
- 26.Anawar HM, Akai J, Komaki K, Terao H, Yoshioka T, Ishizuka T, Safiullah S, Kato K. Geochemical occurrence of arsenic in groundwater of Bangladesh: sources and mobilization processes. Journal Of Geochemical Exploration. 2003;77(2–3):109–131. [Google Scholar]
- 27.Bhattacharya P, Hasan MA, Sracek O, Smith E, Ahmed KM, Von Brömssen M, Huk SMI, Naidu R. Groundwater chemistry and arsenic mobilization in the Holocene flood plains in south-central Bangladesh. Environmental Geochemistry and Health. 2009;31(1):23–43. doi: 10.1007/s10653-008-9230-5. [DOI] [PubMed] [Google Scholar]
- 28.Hoang TH, Bang S, Kim KW, Nguyen MH, Dang DM. Arsenic in groundwater and sediment in the Mekong River delta, Vietnam. Environmental Pollution. 2010;158(8):2648–2658. doi: 10.1016/j.envpol.2010.05.001. [DOI] [PubMed] [Google Scholar]
- 29.McArthur JM, Ravenscroft P, Safiulla S, Thirlwall MF. Arsenic in groundwater: Testing pollution mechanisms for sedimentary aquifers in Bangladesh. Water Resources Research. 2001;37(1):109–117. [Google Scholar]
- 30.McArthur JM, Banerjee DM, Hudson-Edwards KA, Mishra R, Purohit R, Ravenscroft P, Cronin A, Howarth RJ, Chatterjee A, Talukder T, Lowry D, Houghton S, Chadha DK. Natural organic matter in sedimentary basins and its relation to arsenic in anoxic ground water: the example of West Bengal and its worldwide implications. Applied Geochemistry. 2004;19:1255–1293. [Google Scholar]
- 31.Sengupta S, McArthur JM, Sarkar A, Leng MJ, Ravenscroft P, Howarth RJ, Banerjee DM. Do ponds cause arsenic-pollution of groundwater in the Bengal Basin? An answer from West Bengal. Environmental Science & Technology. 2008;42:5156–5164. doi: 10.1021/es702988m. [DOI] [PubMed] [Google Scholar]
- 32.Datta S, Neal AW, Mohajerin TJ, Ocheltree T, Rosenheim BE, White CD, Johannesson KH. Perennial ponds are not an important source of water or dissolved organic matter to groundwaters with high arsenic concentrations in West Bengal, India. Geophys Res Let. 2011;38 [Google Scholar]
- 33.Mladenov N, Zheng Y, Miller MP, Nemergut DR, Legg T, Simone B, Hageman C, Rahman MM, Ahmed KM, McKnight DM. Dissolved Organic Matter Sources and Consequences for Iron and Arsenic Mobilization in Bangladesh Aquifers. Environmental Science & Technology. 2010;44:123–128. doi: 10.1021/es901472g. [DOI] [PubMed] [Google Scholar]
- 34.Reza AHMS, Jean JS, Lee MK, Liu CC, Bundschuh J, Yang HJ, Lee JC, Lee YC. Implications of organic matter on arsenic mobilization into groundwater: Evidence from northwestern (Chapai-Nawabganj), central (Manikganj) and southeastern (Chandpur) Bangladesh. Water Research. 2010;44(19):5556–5574. doi: 10.1016/j.watres.2010.09.004. [DOI] [PubMed] [Google Scholar]
- 35.Reza AS, Jean JS, Yang HJ, Lee MK, Hsu HF, Liu CC, Lee CY. A comparative study on arsenic and humic substances in alluvial aquifers of Bengal delta plain (NW Bangladesh), Chianan plain (SW Taiwan) and Lanyang plain (NE Taiwan): implication of arsenic mobilization mechanisms. Environmental Geochemistry and Health. 2011;33(3):235–258. doi: 10.1007/s10653-010-9335-5. [DOI] [PubMed] [Google Scholar]
- 36.Weinman B, Goodbred SL, Zheng Y, Aziz Z, Steckler M, van Geen A, Singhvi AK, Nagar YC. Contributions of floodplain stratigraphy and evolution to the spatial patterns of groundwater arsenic in Araihazar, Bangladesh. Geo Soc Am Bul. 2008;120(11–12):1567–1580. [Google Scholar]
- 37.BGS; DPHE. Arsenic contamination of groundwater in Bangladesh. British Geological Survey; Keyworth, UK: 2001. [Google Scholar]
- 38.Zheng Y, Stute M, van Geen A, Gavrieli I, Dhar R, Simpson HJ, Schlosser P, Ahmed KM. Redox control of arsenic mobilization in Bangladesh groundwater. Applied Geochemistry. 2004;19(2):201–214. [Google Scholar]
- 39.Stute M, Zheng Y, Schlosser P, Horneman A, Dhar RK, Datta S, Hoque MA, Seddique AA, Shamsudduha M, Ahmed KM, van Geen A. Hydrological control of As concentrations in Bangladesh groundwater. Water Resources Research. 2007;43(9) [Google Scholar]
- 40.van Geen A, Zheng Y, Goodbred S, Horneman A, Aziz Z, Cheng Z, Stute M, Mailloux B, Weinman B, Hoque MA, Seddique AA, Hossain MS, Chowdhury SH, Ahmed KM. Flushing history as a hydrogeological control on the regional distribution of arsenic in shallow groundwater of the Bengal Basin. Environmental Science & Technology. 2008;42(7):2283–2288. doi: 10.1021/es702316k. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Dhar RK, Zheng Y, Stute M, van Geen A, Cheng Z, Shanewaz M, Shamsudduha M, Hoque MA, Rahman MW, Ahmed KM. Temporal Variability of Groundwater Chemistry in Shallow and Deep Aquifers of Araihazar, Bangladesh. Journal of Contaminant Hydrology. 2008 doi: 10.1016/j.jconhyd.2008.03.007. in press. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Radloff KA, Manning AR, Mailloux B, Zheng Y, Rahman MM, Huq MR, Ahmed KM, van Geen A. Considerations for conducting incubations to study the mechanisms of As release in reducing groundwater aquifers. Applied Geochemistry. 2008;23(11):3224–3235. doi: 10.1016/j.apgeochem.2008.07.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Radloff KA, Zheng Y, Michael HA, Stute M, Mihajlov I, Ahmed KM, Van Geen A. Evaluating arsenic adsorption in a low arsenic aquifer in Bangladesh using in situ and laboratory methods. Geochimica et Cosmochimica Acta. 2010;74(12):A843–A843. [Google Scholar]
- 44.Zheng Y, van Geen A, Stute M, Dhar R, Mo Z, Cheng Z, Horneman A, Gavrieli I, Simpson HJ, Versteeg R. Geochemical and hydrogeological contrasts between shallow and deeper aquifers in two villages of Araihazar, Bangladesh: Implications for deeper aquifers as drinking water sources. Geochimica et Cosmochimica Acta. 2005;69(22):5203–5218. [Google Scholar]
- 45.Radloff K. Geochemical and Hydrologic Determinants of Arsenic Distribution in Sedimentary Aquifers in Bangladesh. Columbia University; New York: 2010. [Google Scholar]
- 46.Thurman EM, Malcolm RL. Preparative isolation of aquatic humic substances. Environ Sci Technol. 1981;15:463–466. doi: 10.1021/es00086a012. [DOI] [PubMed] [Google Scholar]
- 47.Weishaar JL, Aiken GR, Bergamaschi BA, Fram MS, Fujii R, Mopper K. Evaluation of specific ultraviolet absorbance as an indicator of the chemical composition and reactivity of dissolved organic carbon. Env Sci Tech. 2003;37(20):4702–4708. doi: 10.1021/es030360x. [DOI] [PubMed] [Google Scholar]
- 48.Cory RM, McKnight DM. Fluorescence spectroscopy reveals ubiquitous presence of oxidized and reduced quinones in dissolved organic matter. Environmental Science & Technology. 2005;39(21):8142–8149. doi: 10.1021/es0506962. [DOI] [PubMed] [Google Scholar]
- 49.Mladenov N, Huntsman-Mapila P, Wolski P, Masamba WR, McKnight DM. Dissolved organic matter accumulation, reactivity, and redox state in ground water of a recharge wetland. Wetlands. 2008;28(3):747–759. [Google Scholar]
- 50.Datta S, Mailloux B, Jung HB, Hoque MA, Stute M, Ahmed KM, Zheng Y. Redox trapping of arsenic during groundwater discharge in sediments from the Meghna riverbank in Bangladesh. Proceedings of the National Academy of Sciences. 2009;106(40):16930–16935. doi: 10.1073/pnas.0908168106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Jung HB, Bostick BC, Zheng Y. Field, Experimental, and Modeling Study of Arsenic Partitioning across a Redox Transition in a Bangladesh Aquifer. Environmental Science & Technology. 2012;46(3):1388–1395. doi: 10.1021/es2032967. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Miller MP, McKnight DM, Cory RM, Williams MW, Runkel RL. Hyporheic exchange and fulvic acid redox reactions in an alpine stream/wetland ecosystem, Colorado front range. Environmental Science & Technology. 2006;40(19):5943–5949. doi: 10.1021/es060635j. [DOI] [PubMed] [Google Scholar]
- 53.Zheng Y, Hakim SAI, Nahar Q, van Agthoven A, Flanagan SV. Sanitation coverage in Bangladesh since the millennium: consistency matters. Journal of Water, Sanitation and Hygiene for Development. 2013;3(2):240–251. [Google Scholar]
- 54.Artinger R, Buckau G, Geyer S, Fritz P, Wolf M, Kim JI. Characterization of groundwater humic substances: influence of sedimentary organic carbon. Applied Geochemistry. 2000;15(1):97–116. [Google Scholar]
- 55.Neumann RB, Pracht LE, Polizzotto ML, Badruzzaman ABM, Ali MA. Biodegradable organic carbon in sediments of an arsenic-contaminated aquifer in Bangladesh. Environmental Science & Technology Letters. 2014;1(4):221–225. [Google Scholar]
- 56.Knappett PS, Escamilla V, Layton A, McKay LD, Emch M, Williams DE, Huq R, van Geen A. Impact of population and latrines on fecal contamination of ponds in rural Bangladesh. Science of the Total Environment. 2011;409(17):3174–3182. doi: 10.1016/j.scitotenv.2011.04.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Van Geen A, Ahmed KM, Akita Y, Alam MJ, Culligan PJ, Emch M, Yunus M. Fecal contamination of shallow tubewells in Bangladesh inversely related to arsenic. Env Sci Tech. 2011;45(4):1199–1205. doi: 10.1021/es103192b. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.SanClements MD, Oelsner GP, McKnight DM, Stoddard JL, Nelson SJ. New insights into the source of decadal increases of dissolved organic matter in acid-sensitive lakes of the Northeastern United States. Env Sci Tech. 2012;46(6):3212–3219. doi: 10.1021/es204321x. [DOI] [PubMed] [Google Scholar]
- 59.Knappett PS, McKay LD, Layton A, Williams DE, Alam MJ, Huq MR, van Geen A. Implications of fecal bacteria input from latrine-polluted ponds for wells in sandy aquifers. Env Sci Tech. 2012;46(3):1361–1370. doi: 10.1021/es202773w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Legg TM, Zheng Y, Simone B, Radloff KA, Mladenov N, Gonzalez A, Knights D, Siu HC, Rahman MM, Ahmed KM, McKnight DM, Nemergut DR. Carbon, metals, and grain size correlate with bacterial community structure in sediments of a high arsenic aquifer. Frontiers in microbiology. 2012;3:82–82. doi: 10.3389/fmicb.2012.00082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Fellman JB, D’Amore DV, Hood E, Boone RD. Fluorescence characteristics and biodegradability of dissolved organic matter in forest and wetland soils from coastal temperate watersheds in southeast Alaska. Biogeochemistry. 2008;88:169–184. [Google Scholar]
- 62.Lin HT, Wang MC, Li GC. Complexation of arsenate with humic substance in water extract of compost. Chemosphere. 2004;56:1105–1112. doi: 10.1016/j.chemosphere.2004.05.018. [DOI] [PubMed] [Google Scholar]
- 63.Wolf M, Kappler A, Jiang J, Meckenstock RU. Effects of humic substances and quinones at low concentrations on ferrihydrite reduction by Geobacter metallireducens. Env Sci Tech. 2009;43(15):5679–5685. doi: 10.1021/es803647r. [DOI] [PubMed] [Google Scholar]
- 64.Guo HM, Zhang B, Yang S, Li Y, Stuben D, Norra S, Wang J. Role of colloidal particles for hydrogeochemistry in As-affected aquifers of the Hetao Basin, Inner Mongolia. Geochemical Journal. 2009;43:227–243. [Google Scholar]
- 65.Meharg AA, Scrimgeour C, Hossain SA, Fuller K, Cruickshank K, Williams PN, Kinniburgh DG. Codeposition of organic carbon and arsenic in bengal delta aquifers. Environ Sci Tech. 2006;40:4928–4935. doi: 10.1021/es060722b. [DOI] [PubMed] [Google Scholar]
- 66.Bauer M, Blodau C. Arsenic distribution in the dissolved, colloidal and particulate size fraction of experimental solutions rich in dissolved organic matter and ferric iron. Geochim Cosmochim Acta. 2009;73(3):529–542. [Google Scholar]
- 67.Grafe M, Eick MJ, Grossl PR. Adsorption of arsenate (V) and arsenite (III) on goethite in the presence and absence of dissolved organic carbon. Soil Science Society of America Journal. 2001;65(6):1680–1687. [Google Scholar]
- 68.Du J, Jing C, Duan J, Zhang Y, Hu S. Removal of arsenate with hydrous ferric oxide coprecipitation: Effect of humic acid. Journal of Environmental Sciences. 2014;26:240–247. doi: 10.1016/s1001-0742(13)60437-4. [DOI] [PubMed] [Google Scholar]
- 69.Giasuddin AB, Kanel SR, Choi H. Adsorption of humic acid onto nanoscale zerovalent iron and its effect on arsenic removal. Env Sci Tech. 2007;41(6):2022–2027. doi: 10.1021/es0616534. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
