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Heterogeneous lead phosphate nucleation at organicwater interfaces: implications for lead immobilization Chong Dai, Juntao Zhao, Daniel E. Giammar, Jill D. Pasteris, Xiaobing Zuo, and Yandi Hu ACS Earth Space Chem., Just Accepted Manuscript • DOI: 10.1021/ acsearthspacechem.8b00040 • Publication Date (Web): 06 Jul 2018 Downloaded from http://pubs.acs.org on July 6, 2018
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ACS Earth and Space Chemistry
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Heterogeneous lead phosphate nucleation at organic-
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water interfaces: implications for lead immobilization
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Chong Dai1, Juntao Zhao1, Daniel E. Giammar2, Jill D. Pasteris3, Xiaobing Zuo4, and Yandi Hu1* 1
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Department of Civil & Environmental Engineering, University of Houston, Houston, TX 77004
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Department of Energy, Environmental and Chemical Engineering, Washington University in St. Louis, St. Louis, MO 63130 3
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Department of Earth and Planetary Sciences,
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Washington University in St. Louis, St. Louis, MO 63130
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X-ray Science Division, Argonne National Laboratory,
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Argonne, IL 60439
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*To Whom Correspondence Should Be Addressed
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E-mail: yhu11@ uh.edu
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Phone: (713)743-4285
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Fax: (713)743-4260
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http://www.cive.uh.edu/faculty/hu
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Revised: July 2018
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ACS Earth and Space Chemistry
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Abstract
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Phosphate is added to Pb-contaminated soils to induce lead immobilization through lead
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phosphate precipitation. Organic coatings on soils, which may affect heterogeneous lead
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phosphate nucleation, can impact the effectiveness of lead immobilization. Here, SiO2 surfaces
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were coated with silanol self-assembled thin films terminated with -COOH and -OH functional
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groups to act as model organic coatings on soil particles. Using grazing incidence small-angle X-
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ray scattering (GISAXS), heterogeneous lead phosphate nucleation on coatings was measured
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from mixed Pb(NO3)2 and Na2HPO4/NaH2PO4 solutions at pH 7 with varied ionic strengths (IS =
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0.58, 4, and 11 mM). Raman spectroscopy identified the homogeneous precipitates in solution as
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hydroxylpyromorphite (Pb5(PO4)3OH). The smallest lead phosphate nuclei (4.5 ± 0.5 nm) were
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observed on –COOH coatings, which resulted from the highest level of lead and phosphate ion
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adsorption on –COOH coatings. The IS of the solution also affected the sizes of the
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heterogeneous precipitates on –COOH coating, with smaller nuclei (1.3 ± 0.4 nm) forming under
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higher IS (4 and 11 mM). This study provided new findings that can improve our understanding
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of lead immobilization in contaminated soil environments.
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Key Words: heterogeneous nucleation, hydroxylpyromorphite, organic coatings, critical nuclei
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sizes, recrystallization, ion adsorption, local supersaturation near substrates
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ACS Earth and Space Chemistry
1. Introduction
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Lead contamination in environmental systems poses a threat to human health, especially
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that of children and pregnant women.1 Lead can cause damage to the nervous, skeletal,
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circulatory, enzymatic, endocrine, and immune systems.1 Due to health concerns, the United
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States Environmental Protection Agency (USEPA) set a screening level (SL) of 400 mg/kg for
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lead in residential soil.2 However, instances in which lead level exceeds these regulation levels
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are not rare. In natural soil systems, lead contamination can result from geological as well as
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various industrial processes, including mining, ore processing, smelting, sport and military
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shooting, past use of leaded gasoline, and the disposal of lead-bearing wastes.3, 4 Dissolved and
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particulate Pb in various chemical forms (e.g., oxides, carbonates, hydroxides, and sulfates) has
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been found in contaminated soils.5-7 At the original Furnace Creek Site (Missouri), for 510 out of
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2180 collected soil samples, the lead levels exceeded 400 mg/kg with some even greater than
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1200 mg/kg.8 In Eastern Missouri, the lead content in soils collected near two lead smelters and
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two lead mines can be as high as 62,000 ppm.9
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To remediate Pb-contaminated soil, Pb immobilization through phosphate addition is
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currently one of the most cost-effective methods.3, 4, 10 After phosphate addition, lead phosphate
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solids (i.e., Pb5(PO4)3X, with X = OH, Cl, or F) with low solubility and bioavailability can form,
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effectively reducing the dissolved Pb concentrations.3, 4, 10, 11 The precipitation of lead phosphate
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particles starts with nucleation. In fact, lead phosphate nucleation in solution (as homogeneous
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nucleation) and on substrates (as heterogeneous nucleation) can occur simultaneously. The sizes
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of the nuclei can then increase through growth and/or aggregation processes. As illustrated in
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Figure S-1 in Supporting Information, the heterogeneously nucleated lead phosphate precipitates
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can be immobilized on soils; meanwhile, the homogeneously precipitated lead phosphate
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precipitates can suspend in solution and transported with flow before they deposit onto soils. To
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better predict and control the fate of lead after phosphate addition, it is essential to study the
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heterogeneous nucleation of lead phosphate on substrates.
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Previous studies have found that water chemistry, including the solutions’ supersaturation
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level, pH, ionic strength (IS), and the presence of impurity ions (e.g., Ca2+, Mg2+, Cl-, and F-) can
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significantly affect lead phosphate precipitation.5, 12-14 A few studies have reported that dissolved
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organic matter can affect the homogeneous precipitation of lead-containing minerals in solution
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through three possible mechanisms: (1) formation of organic complexes with dissolved Pb,
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thereby increasing its solubility; (2) adsorption onto lead-bearing particles thereby inhibiting
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their growth; and (3) adsorption onto lead-bearing particles thereby increasing their colloidal
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stability and transport.15-18 Organic coatings on soils are common. However, due to the technical
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difficulty to probe the nanoscale interfacial process, heterogeneous nucleation of lead phosphate
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on bare and organic-coated soils has not been investigated yet.
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To fill the important information gaps, the main objectives of this study were 1) to
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monitor heterogeneous lead phosphate nucleation at organic-water interfaces using the
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synchrotron-based grazing-incidence small-angle X-ray scattering (GISAXS); and 2) to explore
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controlling mechanisms through the integration of multiple interfacial characterization
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techniques, including Raman spectroscopy, quartz crystal microbalance with dissipation (QCM-
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D), dynamic light scattering (DLS), and inductively coupled plasma mass spectrometry (ICP-
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MS), to characterize the mineral phase, zeta potential, and compositions of the heterogeneous
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precipitates, as well as to explore the interaction among the aqueous ions, the lead phosphate
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particles, and the substrates.
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2. Experimental Section
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2.1. Substrate Preparation
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One of the main components of soil is SiO2, most entirely in the crystalline form of
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quartz.19 Glass (>72.2 wt.% SiO2) was chosen here as the substrate, as it simulates the SiOH
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groups of quartz but does not suffer from possible crystallographically controlled preferential
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adsorption. Small pieces (10 mm × 10 mm × 1 mm) of glass substrate (> 72.2 wt.% SiO2) were
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cleaned with acetone followed by concentrated sulfuric acid to remove any initial organic
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compounds.20-26 Self-assembled thin films terminated with these different functional groups have
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been widely used to represent model organic-water interfaces.21, 27
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COOH and –OH with quite different pKa values (4.2-4.8 and 17, respectively) are the main
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components of common natural organic matters (i.e., humic and fulvic acids).29-33 Here, silanol
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self-assembled thin films terminated with these common functional groups (i.e., -COOH and -
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OH) were coated on glass (SiO2) as model organic coatings on soils. To coat glass substrates
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with self-assembled organic thin-films terminated with different functional group (-COOH and-
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OH), clean glass substrates were submerged in a mixed solution of 20 wt % (3-
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triethoxysilyl)propylsuccinic anhydride
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polydimethylsiloxane (as “-OH” precursor) and 80 wt % toluene for 24 hours. The organic-
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coated glass substrates were then rinsed with acetone multiple times to remove the excess
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organics, and dried with N2 gas. After coating, the silanol head groups of these precursor
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chemicals were firmly bonded to the glass surfaces, and the functional groups of –COOH and –
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OH were exposed to the aqueous solution. The successful coating was verified by changes in
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water contact angles (Table 2 and Figure S-1 in Supporting Information).
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2.2. Solution Conditions for Lead Phosphate Precipitation
(as
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Functional groups of –
“-COOH” precursor) or silanol-terminated
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To separately investigate the effects of organic coatings and ionic strength (IS) on
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heterogeneous nucleation, two sets of lead phosphate precipitation experiments were conducted.
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For set I, lead phosphate precipitation on bare and organic-coated (-COOH and -OH) SiO2 was
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conducted under IS = 0.58 mM (Table 1, solution #1). For set II, lead phosphate precipitation on
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–COOH coatings was conducted under IS = 4 and 11 mM (Table 1, solutions #2 and #3).
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Table 1. Experimental Conditions
Solution #1 #2 #3
TPb, µM 3.00 3.20 3.40
TP, µM 300 320 340
NO3-, µM 6.00 3010 10000
Na+, µM 471 3510 10600
ISa, M 0.58 4 11
pHb
SIc
6.94 6.96 7.04
12.7 12.6 12.7
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Note: All solutions were prepared using CO2 equilibrated ultrapure water, so all Geochemist’s
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Workbench (GWB) calculations were set to be in equilibrium with atmospheric CO2. ISa: Ionic
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strength. pHb: GWB calculated pH values, which were consistent with measured pH (7.0 ± 0.1).
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SIc: Saturation indices with respect to hydroxylpyromorphite. SI= Log (Q/Ksp), where Q is the
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actual dissolved composition, and Ksp(hydroxylpyromorphite) = 10-62.79 at 25°C was used for SI
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calculations based on GWB database. Extended Debye-Hückel equation was used to determine
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the activities of ions.
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To prepare the solutions (Table 1, solutions #1-3) for lead phosphate precipitation, stock
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solutions of 1 mM lead nitrate (Pb(NO3)2), 10 mM disodium hydrogen phosphate (Na2HPO4), 10
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mM monosodium phosphate (NaH2PO4), and 100 mM sodium nitrate (NaNO3) were prepared
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using ultrapure water (resistivity > 18 MΩ-cm) equilibrated with the atmosphere (by purging
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with air overnight). Then stock solutions of Pb(NO3)2, Na2HPO4, NaH2PO4, NaNO3, and
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ultrapure water were mixed to provide the desired concentrations (Table 1) for a given
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experiment. For all solutions (#1-#3), the pH values were 7.0, as controlled by the ratios of
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Na2HPO4 and NaH2PO4 added. NaNO3 was added to attain the desired ionic strengths of the
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solutions (IS = 0.58, 4 and 11 mM). The activity coefficients of the aqueous species were
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calculated using the extended Debye Hückel equation, and equations 1 and 2 were used to
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calculate the solution’s saturation index (SI) with respect to hydroxylpyromorphite
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(Pb5(PO4)3OH): =
(1)
= { } { } { } (2) 138
Where, Q is the ion product; Ksp is the solubility, being 10-62.79 at 25 °C; {Pb2+},{PO43-},
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and {OH-} are the activities of Pb2+, PO43-, and H+ ions. The solutions’ pH, ionic strength (IS),
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and saturation index (SI) with respect to hydroxylpyromorphite were calculated using
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Geochemist’s Workbench (GWB, Table 1) with the Minteq database. All solutions had a SI of
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12.7 with respect to hydroxylpyromorphite. Detailed information about the chemical reactions
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and equilibrium constants used in the Minteq database is provided in Table S-1 in Supporting
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Information.
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2.3.In situ Grazing-Incidence Small-Angle X-ray Scattering (GISAXS)
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The heterogeneous nucleation of lead phosphate nanoparticles at organic-water interfaces
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was measured using GISAXS at Beamline 12 ID-B of the Advanced Photon Source (APS),
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Argonne National Laboratory (Argonne, IL). Before each experiment, a piece of bare or coated
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glass substrate was placed in a custom GISAXS cell. The substrate surface was first aligned to be
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parallel with the incident X-ray beam in the horizontal direction, and the substrate was then
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adjusted vertically to be at the center of the X-ray beam.34 GISAXS image data were collected at
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an X-ray incidence angle of 0.1o for 20 seconds per image. GISAXS data were first collected in 7
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the presence of ultrapure water to provide background scattering data to be subtracted from the
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in situ scattering data. For in situ measurements, after injecting 0.6 mL of mixed solution (Table
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1) into the cell, homogeneous (in solution) and heterogeneous (on substrates) lead phosphate
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nucleation occurred simultaneously, and data collected started immediately. To reduce X-ray
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damage, GISAXS data were collected with 20-s X-ray exposures every 4 minutes. In addition,
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the cell was moved 0.4 mm horizontally after collecting one GISAXS image, so every GISAXS
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image was collected at a fresh spot.
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During a 30-minute measurement, heterogeneous nucleation and deposition of
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homogeneously nucleated precipitates from solution can occur simultaneously on substrates,
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both contributing scattering signals to the collected GISAXS data. To distinguish (a) the
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deposition of homogeneously nucleated lead phosphate precipitates from (b) heterogeneous
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nucleated lead phosphate precipitates on these coatings, GISAXS “deposition only” experiments
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were also performed: solutions (Table 1) were freshly prepared and left to sit for 30 min for lead
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phosphate precipitation to reach equilibrium (more detailed discussion is available in Supporting
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Information). Then 0.6 mL of the equilibrated solution containing homogeneously nucleated lead
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phosphate precipitates was injected into the GISAXS cell, and scattering caused by the particles
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deposited from solution onto bare and organic- (i.e., -COOH and -OH,) coated SiO2 was
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measured. All GISAXS measurements were conducted in duplicate and good reproducibility was
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attained.
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GISAXS data were analyzed using Igor Pro 6.37 and the Irena software package.35, 36 The
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one-dimensional (1-D) scattering curves (i.e., scattering intensity (I) vs. wave vector (q, Å-1))
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were cut from the background-subtracted 2-D images along the Yoneda wing, where the X-ray
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scattering signal is the strongest because of the Vineyard effect.37, 8
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Particle sizes of lead
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phosphate on substrates were obtained by fitting these 1-D scattering curves with a non-
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interacting spherical particle model using the Irena software package, with average ± standard
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deviation values calculated from the duplicate experiments.35
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Supplementary to the GISAXS measurements, atomic force microscopy (AFM, Veeco
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Company) was also employed to measure the sizes of particles formed on dried substrates at the
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end of the precipitation experiments.
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2.4.Composition and Phase Characterization of Lead Phosphate Precipitates
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To prepare enough homogeneously nucleated precipitates for compositional analysis and
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phase identification, freshly prepared solutions (Table 1) with a total volume of 1 L were left to
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sit for 30 min to allow for lead phosphate precipitation. After 30 min, the lead phosphate
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particles formed in solution were collected with centrifugal filters (Amicon-15, Millipore) at a
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speed of 5000 rpm, and the dissolved Pb concentration in the filtrate was measured by
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inductively coupled plasma mass spectrometry (ICP-MS, ELAN DRC II). Then ultrapure water
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was used to rinse the slurry collected on the filter multiple times to remove the residual ions.
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For compositional analysis of the lead phosphate particles (homogeneous precipitates),
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the collected slurry with lead phosphate particles (homogeneous precipitates) was digested by 5
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mL 2% HNO3 to complete dissolve the particles. The dissolved Pb and P concentrations were
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measured by ICP-MS, and the atomic ratios of Pb/P (RPb/P) in the homogeneous precipitates were
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calculated. For phase identification of the homogeneously nucleated precipitates, the collected
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lead phosphate slurry was transferred to a clean glass slide for Raman analysis. Raman
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spectroscopy measurements were conducted within 1 week of sample preparation. Details of
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Raman spectroscopic measurements can be found in the Supporting Information. For the
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heterogeneously nucleated precipitates of lead phosphate particles on substrates, their amounts 9
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were too small to be detected by Raman spectroscopy, grazing-incidence wide-angle X-ray
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scattering (GI-WAXS) at Advanced Photon Source (APS), or ICP-MS.
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2.5. Dynamic Light Scattering (DLS) Measurements
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The zeta potential values of homogeneously nucleated precipitates were measured using
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DLS (Zetasizer, Malvern Instrument Ltd.). Zeta potential values of precipitates (ζ, mV) formed
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in solutions were measured in a 1 mL suspension injected into a cuvette (ZEN0040, Malvern
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Instrument Ltd.) capped by the dip cell (ZEN1002, Malvern Instrument Ltd.). Zeta potential data
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were recorded every 1 min for 20 min. Average zeta potential values (ζ, mV) and standard
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deviations were calculated after the readings became stable.
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Surface zeta potentials of the substrates were also measured. Glass substrates (4 mm × 7
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mm) were coated with organic thin films (i.e., -COOH and -OH) as described earlier. Then, bare
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or organic-coated glass was attached to the bottom of a sample holder (ZEN4060, Malvern
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Instruments) and placed into a cuvette (ZEN0040, Malvern Instruments) capped by the surface-
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zeta cell (ZEN1020, Malvern Instruments) containing ~ 1 mL tracer solution (Graphene oxide,
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GO, pH = 7.0 ± 0.1). Before each measurement, the substrate surface was aligned to the laser
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beam. Then zeta potential values of the GO tracer suspensions at distances of 125, 250, 500, 750,
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and 1000 µm from the substrate surface were measured in order to calculate the surface zeta
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potential values of the substrates. More detailed information about surface zeta potential
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measurements can be found in our previous work.20, 21, 39, 40
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2.6. Quartz Crystal Microbalance with Dissipation (QCM-D) Measurements
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QCM-D measurements were conducted to measure the potential adsorption of lead and
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phosphate ions onto bare and organic-coated substrates. The SiO2 sensors (QSX 303, Q-Sense)
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were coated with organic thin films (i.e., -COOH and -OH terminated) as described earlier. Then, 10
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the bare or organic-coated SiO2 sensor was placed in a QCM-D flow module, and installed in the
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QCM-D chamber (the temperature was set to 20 ± 0.1 °C, Biolin Scientific). Initially, ultrapure
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water was pumped through the chamber with a flow rate of 0.2 mL/min until a stable baseline
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was established. The stable baseline indicated that these organic coatings were firmly bonded to
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SiO2 surfaces and could not be washed off by ultrapure water. Then, a test solution (pH = 7.0 ±
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0.1) of 0.1 mM Pb(NO3)2, 0.1 mM Na2HPO4, or 0.2 mM NaNO3 (control experiment) was
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pumped into the module at a flow rate of 0.2 mL/min. Changes in vibrational frequency (∆f) and
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energy dissipation (∆D) of the sensors were recorded, and the Sauerbrey model was used to
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calculate the mass evolution on the sensors caused by solute adsorption (Q-Tools 3.0, Q-sense).
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Detailed information about the mass calculations can be found in our previous publications.20, 21,
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41, 42
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3. Results and Discussion
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3.1. Phase and Composition of the Precipitates
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Based on GWB calculation, at 25 °C, the solutions were all undersaturated with respect
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to lead carbonates (i.e., cerussite, PbCO3, and hydrocerussite, Pb3(CO3)2(OH)2), lead hydroxide
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(i.e., Pb(OH)2), and lead oxides (i.e., PbO, litharge and massicot). Meanwhile, the solutions were
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all supersaturated with respect to Pb3(PO4)2 (SI = 7.3-7.5), PbHPO4 (SI = 1.6-1.7), and
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hydroxylpyromorphite (Pb5(PO4)3OH, SI = 12.7). Based on the calculated SI values of different
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lead phosphate phases, hydroxylpyromorphite (Pb5(PO4)3OH) is the most thermodynamically
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favorable phase. Several previous studies showed that the addition of phosphate to Pb(NO3)2
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solutions can form hydroxylpyromorphite (Pb5(PO4)3OH) at room temperature, and the
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formation of PbHPO4 and Pb3(PO4)2 phases required higher temperature (80 °C) or the use of
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lead acetate.14, 43, 44
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To identify the phases and compositions of homogeneously nucleated lead phosphate
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particles formed in solutions, Raman spectroscopy and ICP-MS were employed. Based on
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Raman spectroscopy, the homogeneously nucleated precipitates formed in solutions had spectra
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with the characteristic peaks of hydroxylpyromorphite (Pb5(PO4)3OH). As shown in Figure 1, the
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peak at 3565 cm-1 represents the OH stretching band, and the peaks at 924 and 950 cm-1
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represent P-O stretching bands in hydroxylpyromorphite. Based on ICP-MS measurements of
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digested solids, the atomic ratios of Pb/P in the lead phosphate particles were 1.67 ± 0.07 under
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all experimental conditions. These values were identical to the ratios of Pb/P in
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hydroxylpyromorphite (Pb5(PO4)3OH, Pb/P = 1.67), and they were different from the ratios in
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PbHPO4 (Pb/P = 1) and Pb3(PO4)2 (Pb/P = 1.5). Therefore, both Raman spectroscopy and ICP-
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MS measurements indicated the formation of hydroxylpyromorphite, which is one of the most
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common lead phosphate forms (i.e., Pb5(PO4)3X, with X = OH, Cl, or F) in natural soil
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environment.14, 43, 44
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Figure 1. Raman spectroscopy of hydroxylpyromorphite standard sample (Figure A), as well as
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lead phosphate particles formed in solutions (Figures B-D) with IS = 0.58 (B), 4 (C), and
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11 mM (D).
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3.2. Promoted Heterogeneous Nucleation of Lead Phosphate Nanoparticles on OrganicCoated Substrates
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The GISAXS scattering profiles caused by particles on substrates during the precipitation
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experiments (“simultaneous heterogeneous nucleation & deposition of homogeneously nucleated
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precipitates”) are displayed in Figure 2. For the scattering curves caused by particles formed on
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bare SiO2, only straight lines (i.e., no knee) were observed over the whole q range (0.005 – 0.12
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Å-1). This type of scattering curve indicated the formation of large particles beyond the size
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range (radius of ~1-30 nm) with the current setup. Such observations were generally consistent
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with AFM measurements: at the end of 30 min precipitation experiments, the radius of dried
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particles on SiO2 was ~20 nm (Figure S-6 in Supporting Information). The radius measured by
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ex situ AFM was smaller than that measured by in situ GISAXS (radius > 30 nm), which was
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probably due to particle dehydration before AFM measurements. On organic-coated substrates,
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the knees of scattering curves (at q ~ 0.03 Å-1 and ~ 0.05 Å-1 for –OH and–COOH coated
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substrates) caused by particles on organic-coated substrates were observed, indicating the
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formation of small particles that can be quantified by GISAXS. By fitting the scattering curves
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(fitted lines are shown as black curves in Figure 2), the radii (R) of lead phosphate particles on –
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COOH and -OH coatings remained unchanged (i.e., 4.5 ± 0.5 and 7.0 ± 0.4 nm within 30 min,
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respectively), indicating no growth of particles on organic coated substrates). The organic
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coatings increased the surface roughness of the substrates, making it difficult to observe the
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small nuclei formed on coatings at the end of the precipitation experiments by AFM. For
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scattering curves caused by particles on organic-coated SiO2, straight lines were also observed
283
over low-q range (0.005 – 0.015 Å-1), indicating that large particles (R > 30 nm) also formed.
284
Therefore, we hypothesized that the large particles (R > 30 nm) on both bare and organic-coated
285
glasses were mainly deposits of homogeneously nucleated particles from solution, whereas the
286
small particles (R = ~ 4.5 and ~ 7.0 nm) on organic-coated glasses were formed on the surface by
287
heterogeneous nucleation.
A. SiO2 2 min 10 min 14 min 18 min 22 min 26 min
2
1000 4 2
100 4 2
10 5 6
2
0.01
288
B. -OH
3
q_xy (Å-1)
2
1000 4 2
100 4 2
10
7.0 ± 0.4 nm
5 6 7
4 5 6
0.1
C. -COOH
4
Intensity (counts)
4
Intensity (counts)
Intensity (counts)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 14 of 31
2
3
2
1000 4 2
100 4 2
10
4.5 ± 0.5 nm
5 67
4 5 6 7
0.01
4
0.1
q_xy (Å-1)
2
3
4 5 67
0.01
0.1
q_xy (Å-1)
289
Figure 2. GISAXS (A-C) scattering intensities generated by lead phosphate particles formed on
290
glass (A), -OH (B), and –COOH (C) coatings under IS = 0.58 mM and pH = 7.0. The
291
knee positions of scattering curves (indicated by red boxes) did not change over time,
292
indicating no growth within 30 min. The colored dots are measured data, while the
293
black lines are the fitted curves. To minimize X-ray damage, the scattering curves
294
acquired at different times were collected at fresh spots. Due to the slight
295
heterogeneity among spots, intensity fluctuation among scattering curves is observed
296
for some samples.
297
To test this hypothesis, GISAXS scattering curves generated by particles on different
298
substrates during the precipitation (“simultaneous heterogeneous nucleation & deposition of
299
homogeneously nucleated precipitates”) and the “deposition only” experiments (Figure S-2 in 14
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ACS Earth and Space Chemistry
300
Supporting Information) were compared. On both bare and organic coated SiO2 (Figure S-2), the
301
GISAXS scattering intensities generated by the deposited particles on all substrates during
302
“deposition only” experiments were very similar: all showed only straight lines over our q range,
303
indicating large deposits (R > 30 nm) on all substrates; while no knees of scattering curves over
304
the whole q range were observed, indicating no presence of small nanoparticle (R < 30 nm) on
305
any of the substrate. On bare SiO2 substrate, the GISAXS scattering curves generated during
306
precipitation experiments were similar as “deposition only” experiments, indicating that the lead
307
phosphate particles on bare SiO2 substrates were mainly deposited from solution. More
308
discussion about the limited heterogeneous nucleation of lead phosphate nanoparticles on bare
309
SiO2 is available in the Supporting Information. In contrast, on organic-coated substrates, the
310
determined sizes of the small particles (Figure 2, 4.5 ± 0.5 and 7.0 ± 0.4 nm on –COOH and -OH
311
coatings, respectively) did not change during the 30-min precipitation experiments. This
312
behavior is indicative of small nuclei formation through heterogeneous nucleation without
313
further growth.
314
3.3. Local Supersaturation near Organic-Coated Substrates Affected Sizes of Heterogeneous
315
Nuclei
316
As discussed earlier, the sizes of heterogeneous nuclei on -COOH (4.5 ± 0.5 nm) coatings
317
were much smaller than those on -OH (7.0 ± 0.4 nm) coatings. According to classical nucleation
318
theory (CNT), the sizes of heterogeneous nuclei that form on substrates can be calculated using
319
eqn. (3)45:
320
=
2 !"#"$% & (3) '( ×
15
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!"#"$% ,
Page 16 of 31
mJ/m2 is the effective energy barrier for the heterogeneous nucleation of
321
Where,
322
hydroxylpyromorphite
323
hydroxylpyromorphite (Pb5(PO4)3OH), m3/mol; R is the gas constant, J/(mol·K); T is the
324
temperature, K; and SI is the local saturation index with respect to hydroxylpyromorphite near
325
the substrates. Based on eqn. (3), the size of the heterogeneous nuclei could be affected by both
326
the effective energy barrier for heterogeneous nucleation (
327
(SI). For the effective energy barrier (δhetero) for heterogeneous nucleation, it could be affected by
328
both the energy barrier for crystal growth (∆Gr = -2.303 × SI, controlled by solution
329
supersaturation) and the interfacial energy for heterogeneous nucleation (∆Ginterface) (details in
330
Supporting Information). Due to the lack of the interfacial energies for the substrate-precipitate-
331
solution system, ∆Ginterface could not be calculated here (more detailed discussion is available in
332
Supporting Information). Therefore, we considered the potential differences energy barrier for
333
crystal growth (∆Gr), which was controlled by the supersaturation (SI) of local solutions near
334
substrate surfaces with respect to hydroxylpyromorphite. The heterogeneous precipitation
335
experiments on different substrates were conducted with the same solution (solution #1, Table 1).
336
We therefore considered the potential attraction of lead and phosphate ions onto the different
337
substrates, which could affect the level of supersaturation locally in solution volumes near the
338
substrates.
(Pb5(PO4)3OH)
on
substrates;24
v
is
!"#"$% )
the
molar
volume
of
and the local supersaturation
339
The adsorption of lead and phosphate ions onto different substrates under our
340
experimental conditions (pH ~ 7) was measured by QCM-D. As shown in Figure 3, decreases in
341
vibrational frequencies of the organic-coated sensors were observed in 0.1 mM Pb(NO3)2 or
342
NaH2PO4 solutions, indicating mass increases on these sensors caused by ion adsorption. For the
343
control experiment with just 0.2 mM NaNO3 solution, no frequency changes were observed
16
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ACS Earth and Space Chemistry
344
(Figure S-3), indicating no Na+ or NO3- adsorption. Thus, the mass increases on sensors in 0.1
345
mM Pb(NO3)2 or NaH2PO4 solutions were caused only by the adsorption of lead or phosphate. As
346
shown in Table 2, QCM-D results showed more lead adsorption on -COOH (91.0 ± 4.8 ng/cm2)
347
than on -OH (22.7 ± 1.7 ng/cm2), and phosphate also adsorbed more to -COOH (22.8 ± 1.4
348
ng/cm2) coated than -OH (11.6 ± 1.1 ng/cm2) coated substrates. Lead ion adsorption on –COOH
349
and –OH coated substrates has been reported before.29-33 A previous study also reported that
350
phosphate ions can be largely adsorbed by the carboxyl (-COOH) functional groups on citric acid
351
coated magnetite nanoparticles.46 Phosphate was also found to adsorb on hydroxylated minerals
352
(e.g., Al(OH)3 and Fe(OH)3) through ligand exchange, or formation of P-O bonds on hydroxyl (-
353
OH) coated silica wafers during calcium phosphate nucleation and growth processes.47, 48 The
354
adsorbed lead and phosphate ions on organic coated substrates might generate preferential sites
355
for heterogeneous nucleation. The –COOH coatings can adsorb higher amounts of both lead and
356
phosphate ions, which might result in more nucleation sites on -COOH coatings as well as higher
357
supersaturation in local solution near the –COOH coatings than near the –OH coatings.
358
According to eqn. (3), the higher local SI in solution near the –COOH coatings resulted in the
359
formation of smaller nuclei on the –COOH coatings. A systematic investigation and better
360
understanding of the lead and phosphate ion adsorption onto the functional groups are important
361
and interesting research direction under our current investigation, but they cannot be thoroughly
362
discussed here and are not the focus of the current paper.
17
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ACS Earth and Space Chemistry
A. -OH
B. -COOH 8
4
0.1 mM Pb(NO3)2
∆f (Hz) f (Hz)
2 0 -2
22.7 ± 1.7
∆f (Hz)
6
ng/cm2
-6
0
5
10 15 t t(min) (min)
0
91.0 ± 4.8 ng/cm2
10
20
30
t (min) 2
0.1 mM NaH2PO4 ∆f (Hz)
1
f (Hz)
0.1 mM Pb(NO3)2
-8 0
20
2
0 -1 -2
4
-4
-4
∆f (Hz)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 18 of 31
11.6 ± 1.1 ng/cm2 0
5
10
15
20
0.1 mM NaH2PO4
1 0 -1 -2
22.8 ± 1.4 ng/cm2 0
5
363
10
15
20
t (min) t (min)
t (min)
364
Figure 3. QCM-D measurements of lead and phosphate ion adsorption onto different organic
365
coatings. To establish a stable baseline, measurements were conducted by flowing
366
ultrapure water over sensors coated with organics terminated with different functional
367
groups (–OH and –COOH). Then the inlet solution was switched to 0.1 mM Pb(NO3)2
368
or NaH2PO4 solution (the arrows indicate the switching point). The decreases in
369
frequency (∆f) indicate the adsorption of lead and phosphate ions onto coatings on
370
sensors (ng/cm2). The amounts of lead ions adsorbed onto –OH and –COOH coatings
371
were measured to be 22.7 ± 1.7 and 91.0 ± 4.8 ng/cm2, respectively. The amounts of
372
phosphate ion adsorbed on –OH and –COOH were measured to be 11.6 ± 1.1 and 22.8
373
± 1.4 ng/cm2, respectively.
374 375
The
local
supersaturation
could
potentially
be
affected
not
only
by
ion
adsorption/attraction to substrates, but also by the attraction of pre-nucleation clusters (PNCs) or
18
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376
Posner clusters to substrates.49-51 The nucleation pathways of lead phosphate have not been
377
studied. For calcium phosphate, pre-nucleation clusters (PNCs) or Posner clusters were reported
378
as the precursors of nuclei formation.49 The potential formation of pre-nucleation clusters (PNCs)
379
or Posner clusters of lead phosphate was considered here, and the attraction of PNCs or Posner
380
clusters to substrates could be affected by the electrostatic forces between the PNCs or Posner
381
clusters and the substrates.
382
According to Derjaguin–Landau–Verwey–Overbeek (DLVO) theory, the electrostatic
383
forces between particles and substrates can be largely affected by the zeta potentials of the
384
particles and substrates, as well as the Debye length of solution.52 Assuming the electrostatic
385
interactions between PNCs and substrates would be similar to that between the particles and the
386
substrates, we adopted the DLVO theory to explain the potential electrostatic interactions
387
between the lead phosphate PNCs and the substrates. As the precipitation experiments on
388
different substrates were conducted with the same solution (solution #1 in Table 1), the Debye
389
length of the solution was the same. Since the zeta potential of lead phosphate PNCs or Posner
390
clusters cannot be measured by DLS, the zeta potential of lead phosphate nanoparticles (-30.3 ±
391
2.9 mV) was used to represent the zeta potential of PNCs or Posner clusters. The zeta potentials
392
of –OH and -COOH coated glasses were measured to be -71.9 ± 5.4 and -49.6 ± 0.6 mV,
393
respectively. Compared with –OH (-71.9 ± 5.4 mV) coating, –COOH coatings were less
394
negatively charged (-49.6 ± 0.6 mV). Thus, the electrostatic repulsion between the –COOH
395
coated substrate and the negatively charged PNCs or Posner clusters (-30.3 ± 2.9 mV) would be
396
weaker. The local PNC or Posner cluster concentrations near the –COOH coatings therefore
397
could be higher than those near the –OH coatings, leading to a higher level of local
398
supersaturation near the –COOH coatings and thus smaller nuclei on –COOH coatings than on –
19
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399
OH coatings. The formation of PNC or Posner clusters of lead phosphate is speculative here, but
400
it suggests a future direction well worth exploring. Nevertheless, consideration of the attraction
401
of lead/phosphate ions or PNCs to the substrates will result in the same trends in the size of
402
heterogeneous nuclei on coatings, consistent with our observations. Another possibility is that
403
lead and phosphate ion adsorption onto coated substrates might change the interfacial energy
404
between solution and substrate (δls), thus affecting lead phosphate heterogeneous nucleation.
405
However, such a possibility could not be tested due to the difficulty in quantifying the changes of
406
solution-substrate interfacial energies due to ion adsorption.
407
3.4. Ionic Strength (IS) Affected Nuclei Sizes on –COOH Substrates
408
The effects of IS on heterogeneous nucleation of lead phosphate (pH = 7) were
409
investigated on –COOH coated substrates using GISAXS. Under higher IS (4 and 11 mM, Figure
410
4), the initial lead phosphate nuclei were much smaller (1.3 ± 0.4 nm) than the nuclei (4.5 ± 0.5
411
nm) formed under low IS (0.58 mM). According to eqn. 3, the nuclei sizes can be affected by
412
changes in the effective energy barrier (δhetero) for heterogeneous nucleation and/or the local
413
supersaturation (SI). For the effective energy barrier (δhetero), it could be affected by both the
414
energy barrier for crystal growth (∆Gr = -2.303 × SI, decreases with the increase of the local
415
supersaturation) and the interfacial energy for heterogeneous nucleation (∆Ginterface). As all these
416
experiments were conducted on the same substrate (-COOH), the same interfacial energy for
417
heterogeneous nucleation (∆Ginterface) was expected in all experiments. Therefore, the decrease in
418
nuclei sizes under high IS conditions should be caused only by the increase in local
419
supersaturation (SI).
420
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Page 21 of 31
A. 4 mM
B. 11 mM
5
5
10
Intensity (counts)
10
Intensity (counts)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
ACS Earth and Space Chemistry
1.3 ± 0.4 nm
4
10
3
10
2
10
1
10
5 6
2
0.01
421
3
1.3 ± 0.4 nm
4
10
3
10
2
10
1
4 5 6
q_xy (Å-1-1)
2 min 10 min 14 min 18 min 22 min 26 min
10
0.1
5 6
2
0.01
3
4 5 6
q_xy (Å-1)
0.1
422
Figure 4. GISAXS (A-C) scattering intensities generated by lead phosphate particles formed on
423
–COOH under IS = 4 mM (A) and 11 mM (B) at pH = 7.0. The colored dots are
424
measured data, while the black lines are the fitted curves. Bimodal size distribution
425
was observed, representing large particles (R > 30 nm, out of our measurable range
426
with current set up) and small nuclei (1.3 ± 0.4 nm, represented by red boxes). To
427
minimize X-ray damage of the sample, the scattering curves acquired at different
428
times were collected at fresh spots. Due to the slight heterogeneity among spots,
429
intensity fluctuation among scattering curves is observed.
430
Based on DLVO theory, the ionic strength (IS) of solution can affect the attraction of
431
particles towards substrates.53,
54
432
nanoparticles (representing the charges of PNCs or Posner clusters, Table 2) were similar, being
433
-30.3 ± 2.9, -30.9 ± 1.6, and -29.9 ± 1.6 mV in solutions with IS = 0.58, 4, and 11 mM,
434
respectively. The zeta potentials of the substrates under varied IS (0.58, 4 and 11 mM) also did
435
not show significant differences.
The absolute zeta potential values of lead phosphate
436
Here we assume that the electrostatic interaction between PNCs and substrates is similar
437
to that between particles and substrates, and that the interaction can be explained by DLVO
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Page 22 of 31
438
theory. The absolute zeta potential values of lead phosphate nanoparticles (representing the
439
charges of PNCs or Posner clusters, Table 2) decreased slightly with the increase of IS, being -
440
30.3 ± 2.9, -30.9 ± 1.6, and -29.9 ± 1.6 mV in solutions with IS = 0.58, 4, and 11 mM,
441
respectively. Under high IS (4 and 11 mM), the electric double layers were also compressed,
442
resulting in a decreased Debye length. Under high IS, decreases in both the absolute zeta
443
potentials of the particles and the Debye length could result in the decreased electrostatic
444
repulsive forces between the negatively charged PNCs or Posner clusters and –COOH coatings.
445
Accordingly, more lead phosphate PNCs or Posner clusters can be attracted to –COOH surfaces,
446
which would increase the local supersaturation level (SI) of lead phosphate near the –COOH
447
substrates. According to eqn. 3, smaller nuclei should form under high IS (4 and 11 mM), as
448
observed.
449
Table 2. Properties of substrates Sample Name Contact angle
ζa, mV
Mleadb, ng/cm2 M phosphate b, ng/cm2
SiO2
16.0 ± 4.3 °
-48.8 ± 1.4
25.3 ± 3.9
BDLc
-OH
43.7 ± 4.1 °
-71.9 ± 5.4
22.7 ± 1.7
11.6 ± 1.1
-COOH
22.1± 0.5 °
-49.6 ± 0.6
91.0 ± 4.8
18.9 ± 6.9
450 451
Note: ζa : surface zeta potential of substrates, measured by DLS; Mleadb and M phosphate b: masses
452
of lead and phosphate ions adsorbed on substrates measured by QCM-D; BDLc: below detection
453
limit.
454
3.5. The Effects of Ionic Strength (IS) on Recrystallization
455
Under high IS (4 and 11 mM), with ongoing reaction, the GISAXS scattering peaks
456
caused by the small nuclei (1.3 ± 0.4 nm, q ~ 0.7 Å-1) disappeared (Figure 4). The disappearance
457
of the small heterogeneous nuclei has been observed in the ferrihydrite system before, as one 22
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ACS Earth and Space Chemistry
458
type of recrystallization (i.e., Ostwald ripening) process, i.e., the dissolution of small particles
459
coincident with the growth of large particles.23-25 Recrystallization was attributed to the presence
460
of particles with different sizes and the large solubility difference in nanoparticles of different
461
sizes. The size-dependent solubility of nanoparticles can be calculated according to eqn. (4).
462
55-57
463
,
"+ = "+ exp
464
23,
2 0 &
(4) '(
, Where, "+ is the size-dependent solubility of lead phosphate nanoparticles; "+ is the
= 10-62.79 at 25°C);
0 is
465
solubility for large hydroxylpyromorphite crystals (Ksp,
466
interfacial energy for hydroxylpyromorphite in water, mJ/m2; v is the molar volume of lead
467
phosphate particles, m3/mol; r is the radius of lead phosphate nanoparticles, nm; R is the gas
468
constant, J/mol·K; and T is temperature, K.
Pb5(PO4)3OH
the
469
Bimodal size distributions of lead phosphate particles on –COOH coatings under high IS
470
(4 and 11 mM) were observed. As shown in Figure 4, under high IS (4 and 11 mM), besides the
471
scattering peaks of the ~ 1 nm small nuclei, straight lines with high intensities at low q range
472
were also observed, indicating the existence of large deposits (R > 30 nm, out of GISAXS
473
measurable range) on substrates as well. The large particles together with the small ~ 1 nm
474
heterogeneous nuclei resulted in a bimodal size distribution on –COOH coatings. Based on
475
Equation (4), the small nuclei (R ~ 1 nm) had a much higher solubility than the large deposits
476
(>30 nm), resulting in higher local lead and phosphate ion concentrations in solution near the
477
small nuclei. The concentration gradient in local solute concentrations can cause the diffusion of
478
ions from the small nuclei to the large deposits, leading to dissolution of the small nuclei, as
23
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479
observed by GISAXS. Under high IS (4 and 11 mM), the presence of the small nuclei (1.3 ± 0.4
480
nm) and the large deposits resulted in the fast recrystallization process.
481
4. Conclusions
482
In this study, heterogeneous lead phosphate nucleation on bare and organic-coated SiO2
483
substrates terminated with common functional groups (i.e., -COOH and –OH) was investigated.
484
The particles formed in all solutions were identified as the thermodynamically most stable phase
485
of lead phosphate, i.e., hydroxylpyromorphite (Pb5(PO4)3OH). Compared with bare SiO2, organic
486
coatings promoted heterogeneous nucleation, and the sizes of lead phosphate heterogeneous
487
nuclei formed on organic coatings were quite different, being 4.5 ± 0.5 nm on -COOH and 7.0 ±
488
0.4 nm on –OH coatings. The functional groups of the organic coatings (-COOH and –OH) could
489
attract lead and phosphate ions, possibly the lead phosphate PNCs, from the bulk solution
490
towards substrates. Thus the organic coatings significantly altered the supersaturation levels of
491
lead phosphate in local solutions near substrates, affecting heterogeneous lead phosphate
492
nucleation on substrates.
493
Furthermore, heterogeneous lead phosphate nucleation on –COOH coatings was explored
494
under three different IS conditions (i.e., 0.58, 4, and 11 mM). On –COOH coatings, the nuclei
495
formed under higher IS (IS = 4 and 11 mM) had sizes of ~ 1 nm, much smaller than those (~ 4
496
nm) formed under lower IS (IS = 0.58 mM). This may be due to the reduced electrostatic
497
repulsive forces between PNCs or Posner clusters and a –COOH coating under higher IS, which
498
can result in higher supersaturation near the –COOH coated substrates, leading to the smaller
499
nuclei at higher IS.
500
This study provided new fundamental knowledge of the nanoscale interfacial processes
501
controlling heterogeneous lead phosphate nucleation. For phosphate addition to remediate lead
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ACS Earth and Space Chemistry
502
contaminated soils, the lead phosphate precipitates could form in solution (by homogeneous
503
nucleation) and potentially be transported with the flow of water through the soil, or the
504
precipitates could be immobilized on soils at the onset of their formation through heterogeneous
505
nucleation and deposition. Our investigation showed promotion of heterogeneous nucleation on
506
organic coatings over bare sand, indicating that the organic coatings on soils could potentially
507
improve the effectiveness of lead immobilization by phosphate addition. A higher ionic strength
508
of the pore solution could also promote both heterogeneous nucleation and deposition of lead
509
phosphate particles, thus improving lead immobilization by phosphate addition.
510
Acknowledgments
511
This work was supported by the National Science Foundation (NSF, Awards # 1604042
512
and #1603717). We thank Dr. Soenke Seifert for helping with preliminary GISAXS experiments
513
at beamline 12-ID-C, Advanced Photon Source (APS), Argonne National Laboratory. Use of the
514
facilities at beamlines Sector 12-ID-B and 12 ID-C at APS was supported by the US Department
515
of Energy, Office of Science, Office of Basic Energy Science, under Contract No. DE-AC02-
516
06CH11357.
517
Supporting Information
518
Raman spectroscopy, design of “deposition only” experiments, discussion of the limited
519
heterogeneous nucleation on SiO2, the chemical reactions and equilibrium constants in GWB
520
Minteq database (Table S-1), diagram of “homogeneous nucleation” and “heterogeneous
521
nucleation” (Figure S-1), contact angle measurements (Figure S-2), GISAXS scattering curves of
522
“deposition only” experiments on different substrates (Figure S-3), QCM-D control experiments
523
with 0.2 mM NaNO3 (Figure S-4), QCM-D measurements of lead and phosphate ion adsorption
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524
on SiO2 (Figure S-5), and AFM measurements (Figure S-6). This material is available free of
525
charge via the Internet at http://pubs.acs.org.
526
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References 1. Li, Z.; Ma, Z.; van der Kuijp, T. J.; Yuan, Z.; Huang, L., A review of soil heavy metal pollution from mines in China: Pollution and health risk assessment. Sci. Total Environ. 2014, 468, 843-853. 2. Environmental, P. A. E., Lead; Identification of Dangerous Levels of Lead. Federal Register 2001, 66, (4), 1206-1240. 3. Giammar, D. E.; Xie, L.; Pasteris, J. D., Immobilization of lead with nanocrystalline carbonated apatite present in fish bone. Environ. Eng. Sci. 2008, 25, (5), 725-736. 4. Nriagu, J. O., Properties and the biogeochemical cycle of lead. J. Nriagu. The biogeochemistry of lead in the environment. Part A Ecological Cycles. Elsevier, Amesterdam 1978, 1-14. 5. Cao, X.; Ma, L. Q.; Singh, S. P.; Zhou, Q., Phosphate-induced lead immobilization from different lead minerals in soils under varying pH conditions. Environ. Pollut. 2008, 152, (1), 184192. 6. Royer, M. D.; Selvakumar, A.; Gaire, R., Control Technologies for Remediation of Contaminated Soil and Waste Deposits at Superfund Lead Battery Recycling Sites. J. Air Waste Manage. Assoc. 1992, 42, (7), 970-980. 7. Holmgren, G.; Meyer, M.; Chaney, R.; Daniels, R., Cadmium, lead, zinc, copper, and nickel in agricultural soils of the United States of America. J. Environ. Qual. 1993, 22, (2), 335348. 8. Missouri, E. i., Washington County Lead District - Furnace Creek Superfund Site, Washington County, Missouri - Fact Sheet. 2016. 9. Palmer, K. T.; Kucera, C. L., Lead contamination of sycamore and soil from lead mining and smelting operations in eastern Missouri. J. Environ. Qual. 1980, 9, 106-111. 10. Ryan, J. A.; Scheckel, K. G.; Berti, W. R.; Brown, S. L.; Casteel, S. W.; Chaney, R. L.; Hallfrisch, J.; Doolan, M.; Grevatt, P.; Maddaloni, M., Peer reviewed: reducing children's risk from lead in soil. In ACS Publications: 2004; pp 18A-24A. 11. Henry Heather, F.; Suk William, A., Sustainable exposure prevention through innovative detection and remediation technologies from the NIEHS Superfund Research Program. In Reviews on Environmental Health, 2017; Vol. 32, p 35. 12. Lower, S. K.; Maurice, P. A.; Traina, S. J.; Carlson, E. H., Aqueous Pb sorption by hydroxylapatite: Applications of atomic force microscopy to dissolution, nucleation, and growth studies. Am. Mineral. 1998, 83, (1), 147-158. 13. Ma, L. Q., Factors influencing the effectiveness and stability of aqueous lead immobilization by hydroxyapatite. J. Environ. Qual. 1996, 25, (6), 1420-1429. 14. Xie, L.; Giammar, D. E., Equilibrium solubility and dissolution rate of the lead phosphate chloropyromorphite. Environ. Sci. Technol. 2007, 41, (23), 8050-8055. 15. Lang, F.; Kaupenjohann, M., Effect of dissolved organic matter on the precipitation and mobility of the lead compound chloropyromorphite in solution. Eur. J. Soil Sci. 2003, 54, (1), 139-148. 16. Korshin, G. V.; Ferguson, J. F.; Lancaster, A. N., Influence of natural organic matter on the corrosion of leaded brass in potable water. Corros. Sci. 2000, 42, (1), 53-66. 17. Dryer, D. J.; Korshin, G. V., Investigation of the reduction of lead dioxide by natural organic matter. Environ. Sci. Technol. 2007, 41, (15), 5510-5514.
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36. Zhang, C.; Dai, C.; Zhang, H.; Peng, S.; Wei, X.; Hu, Y., Regeneration of mesoporous silica aerogel for hydrocarbon adsorption and recovery. Mar. Pollut. Bull. 2017, 122, (1-2), 129-138. 37. Lee, B.; Seifert, S.; Riley, S. J.; Tikhonov, G.; Tomczyk, N. A.; Vajda, S.; Winans, R. E., Anomalous grazing incidence small-angle x-ray scattering studies of platinum nanoparticles formed by cluster deposition. J. Chem. Phys. 2005, 123, (7), 074701. 38. Renaud, G.; Lazzari, R.; Revenant, C.; Barbier, A.; Noblet, M.; Ulrich, O.; Leroy, F.; Jupille, J.; Borensztein, Y.; Henry, C. R., Real-time monitoring of growing nanoparticles. Science 2003, 300, (5624), 1416-1419. 39. Liu, J.; Wu, X.; Hu, Y.; Dai, C.; Peng, Q.; Liang, D., Effects of Cu (II) on the Adsorption Behaviors of Cr (III) and Cr (VI) onto Kaolin. J. Chem. 2016, 2016, 1-11. 40. Tang, R.; Dai, C.; Li, C.; Liu, W.; Gao, S.; Wang, C., Removal of Methylene Blue from Aqueous Solution Using Agricultural Residue Walnut Shell: Equilibrium, Kinetic, and Thermodynamic Studies. J. Chem. 2017, 2017, 1-10. 41. Dai, C.; Liu, J.; Hu, Y., Impurity-bearing ferrihydrite nanoparticle precipitation/deposition on quartz and corundum. Environ. Sci. Nano 2018, 5, (1), 141-149. 42. Cao, B.; Stack, A. G.; Steefel, C. I.; DePaolo, D. J.; Lammers, L. N.; Hu, Y., Investigating calcite growth rates using a quartz crystal microbalance with dissipation (QCM-D). Geochim. Cosmochim. Acta 2018, 222, 269-283. 43. Lower, S. K.; Maurice, P. A.; Traina, S. J., Simultaneous dissolution of hydroxylapatite and precipitation of hydroxypyromorphite: Direct evidence of homogeneous nucleation. Geochim. Cosmochim. Acta 1998, 62, (10), 1773-1780. 44. Martínez, C. E.; Jacobson, A. R.; McBride, M. B., Lead phosphate minerals: solubility and dissolution by model and natural ligands. Environ. Sci. Technol. 2004, 38, (21), 5584-5590. 45. Lasaga, A. C., Kinetic theory in the earth sciences. Princeton University Press: 2014. 46. Liu, J.; Dai, C.; Hu, Y., Aqueous aggregation behavior of citric acid coated magnetite nanoparticles: Effects of pH, cations, anions, and humic acid. Environ. Res. 2018, 161, 49-60. 47. Toworfe, G. K.; Composto, R. J.; Shapiro, I. M.; Ducheyne, P., Nucleation and growth of calcium phosphate on amine-, carboxyl- and hydroxyl-silane self-assembled monolayers. Biomaterials 2006, 27, (4), 631-642. 48. Goldberg, S.; Sposito, G., On the mechanism of specific phosphate adsorption by hydroxylated mineral surfaces: A review. Commun. Soil Sci. Plant Anal. 1985, 16, (8), 801821. 49. Gebauer, D.; Cölfen, H., Prenucleation clusters and non-classical nucleation. Nano Today 2011, 6, (6), 564-584. 50. Dey, A.; Bomans, P. H.; Müller, F. A.; Will, J.; Frederik, P. M.; Sommerdijk, N. A., The role of prenucleation clusters in surface-induced calcium phosphate crystallization. Nat. Mater. 2010, 9, (12), 1010. 51. Habraken, W. J.; Tao, J.; Brylka, L. J.; Friedrich, H.; Bertinetti, L.; Schenk, A. S.; Verch, A.; Dmitrovic, V.; Bomans, P. H.; Frederik, P. M., Ion-association complexes unite classical and non-classical theories for the biomimetic nucleation of calcium phosphate. Nat. Commun. 2013, 4, 1507. 52. Elimelech, M.; Gregory, J.; Jia, X., Particle deposition and aggregation: measurement, modelling and simulation. Butterworth-Heinemann: 2013.
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for TOC only
Electrostatic interactions Lead or phosphate ion adsorption Local supersaturation near substrates Nuclei ~ 7 nm
Nuclei ~ 4 nm
-OH
-COOH SiO2 substrate
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