1
|
Xia L, Park JH, Biggs K, Lee CG, Liao L, Shannahan JH. Compositional variations in metal nanoparticle components of welding fumes impact lung epithelial cell toxicity. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART A 2023; 86:735-757. [PMID: 37485994 DOI: 10.1080/15287394.2023.2238209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
Welding fumes contain harmful metals and gas by-products associated with development of lung dysfunction, asthma, bronchitis, and lung cancer. Two prominent welding fume particulate metal components are nanosized iron (Fe) and manganese (Mn) which might induce oxidative stress and inflammation resulting in pulmonary injury. Welding fume toxicity may be dependent upon metal nanoparticle (NP) components. To examine toxicity of welding fume NP components, a system was constructed for controlled and continuous NP generation from commercial welding and customized electrodes with varying proportions of Fe and Mn. Aerosols generated consisted of nanosized particles and were compositionally consistent with each electrode. Human alveolar lung A459 epithelial cells were exposed to freshly generated metal NP mixtures at a target concentration of 100 µg/m3 for 6 hr and then harvested for assessment of cytotoxicity, generation of reactive oxygen species (ROS), and alterations in the expression of genes and proteins involved in metal regulation, inflammatory responses, and oxidative stress. Aerosol exposures decreased cell viability and induced increased ROS production. Assessment of gene expression demonstrated variable up-regulation in cellular mechanisms related to metal transport and storage, inflammation, and oxidative stress based upon aerosol composition. Specifically, interleukin-8 (IL-8) demonstrated the most robust changes in both transcriptional and protein levels after exposure. Interleukin-8 has been determined to serve as a primary cytokine mediating inflammatory responses induced by welding fume exposures in alveolar epithelial cells. Overall, this study demonstrated variations in cellular responses to metal NP mixtures suggesting compositional variations in NP content within welding fumes may influence inhalation toxicity.
Collapse
Affiliation(s)
- Li Xia
- School of Health Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| | - Jae Hong Park
- School of Health Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| | - Katelyn Biggs
- School of Health Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| | - Chang Geun Lee
- School of Health Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| | - Li Liao
- School of Health Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| | - Jonathan H Shannahan
- School of Health Sciences, College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| |
Collapse
|
2
|
Xie B, Li Y, Li S, Hu S, Jin H, Zhou F. Performance of composite polyester filter with magnetic NdFeB particles on filtering welding fume particles. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.04.066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
3
|
Cai C, Stebounova LV, Peate DW, Peters TM. Evaluation of a Portable Aerosol Collector and Spectrometer to measure particle concentration by composition and size. AEROSOL SCIENCE AND TECHNOLOGY : THE JOURNAL OF THE AMERICAN ASSOCIATION FOR AEROSOL RESEARCH 2019; 53:675-687. [PMID: 37736266 PMCID: PMC10512808 DOI: 10.1080/02786826.2019.1600654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 02/14/2019] [Accepted: 02/24/2019] [Indexed: 09/23/2023]
Abstract
We evaluated a newly developed Portable Aerosol Collector and Spectrometer (PACS) in the laboratory. We developed an algorithm to estimate mass concentration by size and composition with a PACS. In laboratory experiments, we compared particle size distributions measured with the PACS to research instruments for multi-modal aerosols: two-mode generated by spark discharge, consisting of ultrafine (fresh Mn fume) and fine particles (aged Cu fume); and three-mode produced by adding coarse particles (Arizona road dust) to the two-mode. Near-real-time size distributions from the PACS compared favorably to those from a scanning mobility particle sizer and an aerodynamic particle sizer for the three-mode aerosol (number, b i a s = 9.4 % and R 2 = 0.96 ; surface area, b i a s = 17.8 % , R 2 = 0.77 ; mass, b i a s = - 2.2 % , R 2 = 0.94 ), but less so for the two-mode aerosol (number, b i a s = - 17.7 % and R 2 = 0.51 ; surface area, b i a s = - 45.5 % , R 2 = 0 ; for mass, b i a s = - 81.75 % , R 2 = 0.08 ). Elemental mass concentrations by size were similar to those measured with a nano micro-orifice uniform deposition impactor for coarse-mode particles, whereas agreement was considerably poorer for ultrafine- and fine-mode particles. The PACS has merit in estimating multi-metric concentrations by size and composition but requires further research to resolve discrepancies identified for two-mode aerosol.
Collapse
Affiliation(s)
- Changjie Cai
- Department of Occupational and Environmental Health, University of Oklahoma Health Sciences Center, University of Oklahoma, Oklahoma City, Oklahoma, USA
| | - Larissa V. Stebounova
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, Iowa, USA
| | - David W. Peate
- Department of Earth and Environmental Sciences, The University of Iowa, Iowa City, Iowa, USA
| | - Thomas M. Peters
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, Iowa, USA
| |
Collapse
|
4
|
Gonzalez-Pech NI, Stebounova LV, Ustunol IB, Park JH, Anthony TR, Peters TM, Grassian VH. Size, composition, morphology, and health implications of airborne incidental metal-containing nanoparticles. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2019; 16:387-399. [PMID: 30570411 PMCID: PMC7086472 DOI: 10.1080/15459624.2018.1559925] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
There is great concern regarding the adverse health implications of engineered nanoparticles. However, there are many circumstances where the production of incidental nanoparticles, i.e., nanoparticles unintentionally generated as a side product of some anthropogenic process, is of even greater concern. In this study, metal-based incidental nanoparticles were measured in two occupational settings: a machining center and a foundry. On-site characterization of substrate-deposited incidental nanoparticles using a field-portable X-ray fluorescence provided some insights into the chemical characteristics of these metal-containing particles. The same substrates were then used to carry out further off-site analysis including single-particle analysis using scanning electron microscopy and energy-dispersive X-ray spectroscopy. Between the two sites, there were similarities in the size and composition of the incidental nanoparticles as well as in the agglomeration and coagulation behavior of nanoparticles. In particular, incidental nanoparticles were identified in two forms: submicrometer fractal-like agglomerates from activities such as welding and supermicrometer particles with incidental nanoparticles coagulated to their surface, herein referenced as nanoparticle collectors. These agglomerates will affect deposition and transport inside the respiratory system of the respirable incidental nanoparticles and the corresponding health implications. The studies of incidental nanoparticles generated in occupational settings lay the groundwork on which occupational health and safety protocols should be built.
Collapse
Affiliation(s)
| | - Larissa V. Stebounova
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA
| | - Irem B. Ustunol
- Department of Nanoengineering, University of California San Diego, La Jolla, CA
| | - Jae Hong Park
- School of Health Sciences, Purdue University, West Lafayette, IN
| | - T. Renee Anthony
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA
| | - Thomas M. Peters
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA
| | - Vicki H. Grassian
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA
- Department of Nanoengineering, University of California San Diego, La Jolla, CA
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA
| |
Collapse
|
5
|
Stebounova LV, Gonzalez-Pech NI, Park JH, Anthony TR, Grassian VH, Peters TM. Particle Concentrations in Occupational Settings Measured with a Nanoparticle Respiratory Deposition (NRD) Sampler. Ann Work Expo Health 2018; 62:699-710. [PMID: 29788211 PMCID: PMC6775226 DOI: 10.1093/annweh/wxy033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 03/16/2018] [Accepted: 04/30/2018] [Indexed: 11/14/2022] Open
Abstract
There is an increasing need to evaluate concentrations of nanoparticles in occupational settings due to their potential negative health effects. The Nanoparticle Respiratory Deposition (NRD) personal sampler was developed to collect nanoparticles separately from larger particles in the breathing zone of workers, while simultaneously providing a measure of respirable mass concentration. This study compared concentrations measured with the NRD sampler to those measured with a nano Micro Orifice Uniform-Deposit Impactor (nanoMOUDI) and respirable samplers in three workplaces. The NRD sampler performed well at two out of three locations, where over 90% of metal particles by mass were submicrometer particle size (a heavy vehicle machining and assembly facility and a shooting range). At the heavy vehicle facility, the mean metal mass concentration of particles collected on the diffusion stage of the NRD was 42.5 ± 10.0 µg/m3, within 5% of the nanoMOUDI concentration of 44.4 ± 7.4 µg/m3. At the shooting range, the mass concentration for the diffusion stage of the NRD was 5.9 µg/m3, 28% above the nanoMOUDI concentration of 4.6 µg/m3. In contrast, less favorable results were obtained at an iron foundry, where 95% of metal particles by mass were larger than 1 µm. The accuracy of nanoparticle collection by NRD diffusion stage may have been compromised by high concentrations of coarse particles at the iron foundry, where the NRD collected almost 5-fold more nanoparticle mass compared to the nanoMOUDI on one sampling day and was more than 40% different on other sampling days. The respirable concentrations measured by NRD samplers agreed well with concentrations measured by respirable samplers at all sampling locations. Overall, the NRD sampler accurately measured concentrations of nanoparticles in industrial environments when concentrations of large, coarse mode, particles were low.
Collapse
Affiliation(s)
- Larissa V Stebounova
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA, USA
| | - Natalia I Gonzalez-Pech
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, USA
| | - Jae Hong Park
- School of Health Sciences, Purdue University, West Lafayette, IN, USA
| | - T Renee Anthony
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA, USA
| | - Vicki H Grassian
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, USA
- Department of Nanoengineering, Scripps Institution of Oceanography, University of California, La Jolla, CA, USA
| | - Thomas M Peters
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA, USA
| |
Collapse
|
6
|
Cai C, Thomas GW, Yang T, Park JH, Gogineni SP, Peters TM. Development of a Portable Aerosol Collector and Spectrometer (PACS). AEROSOL SCIENCE AND TECHNOLOGY : THE JOURNAL OF THE AMERICAN ASSOCIATION FOR AEROSOL RESEARCH 2018; 52:1351-1369. [PMID: 37654799 PMCID: PMC10468716 DOI: 10.1080/02786826.2018.1524985] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Revised: 06/27/2018] [Accepted: 08/27/2018] [Indexed: 09/02/2023]
Abstract
This article presents the development of a Portable Aerosol Collector and Spectrometer (PACS), an instrument designed to measure particle number, surface area, and mass concentrations continuously and time-weighted mass concentration by composition from 10 nm to 10 μm. The PACS consists of a six-stage particle size selector, a valve system, a water condensation particle counter to detect number concentrations, and a photometer to detect mass concentrations. The stages of the selector include three impactor and two diffusion stages, which resolve particles by size and collect particles for later chemical analysis. Particle penetration by size was measured through each stage to determine actual collection performance and account for particle losses. The data inversion algorithm uses an adaptive grid-search process with a constrained linear least-square solver to fit a tri-modal (ultrafine, fine, and coarse), log-normal distribution to the input data (number and mass concentration exiting each stage). The measured 50% cutoff diameter of each stage was similar to the design. The pressure drop of each stage was sufficiently low to permit its operation with portable air pumps. Sensitivity studies were conducted to explore the influence of unknown particle density (range from 500 to 3,000 kg/m3) and shape factor (range from 1.0 to 3.0) on algorithm output. Assuming standard density spheres, the aerosol size distributions fit well with a normalized mean bias of -4.9% to 3.5%, normalized mean error of 3.3% to 27.6%, and R 2 values of 0.90 to 1.00. The fitted number and mass concentration biases were within ±10% regardless of uncertainties in density and shape. However, fitted surface area concentrations were more likely to be underestimated/overestimated due to the variation in particle density and shape. The PACS represents a novel way to simultaneously assess airborne aerosol composition and concentration by number, surface area, and mass over a wide size range.
Collapse
Affiliation(s)
- Changjie Cai
- Department of Occupational and Environmental Health, University of Oklahoma Health Sciences Center, University of Oklahoma, Oklahoma City, Oklahoma, USA
| | - Geb W. Thomas
- Department of Mechanical and Industrial Engineering, University of lowa, lowa City, lowa, USA
| | - Tianbao Yang
- Department of Computer Science, The University of lowa, lowa City, lowa, USA
| | - Jae Hong Park
- School of Health Sciences, Purdue University, West Lafayette, Indiana, USA
| | | | - Thomas M. Peters
- Department of Occupational and Environmental Health, University of lowa, lowa City, lowa, USA
| |
Collapse
|
7
|
Stebounova LV, Gonzalez-Pech NI, Peters TM, Grassian VH. Physicochemical properties of air discharge-generated manganese oxide nanoparticles: Comparison to welding fumes. ENVIRONMENTAL SCIENCE. NANO 2018; 2018:696-707. [PMID: 30519473 PMCID: PMC6275102 DOI: 10.1039/c7en01046j] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Exposures to high doses of manganese (Mn) via inhalation, dermal contact or direct consumption can cause adverse health effects. Welding fumes are a major source of manganese containing nanoparticles in occupational settings. Understanding the physicochemical properties of manganese-containing nanoparticles can be a first step in understanding their toxic potential following exposure. In particular, here we compare the size, morphology and Mn oxidation states of Mn oxide nanoparticles generated in the laboratory by arc discharge to those from welding collected in heavy vehicle manufacturing. Fresh nanoparticles collected at the exit of the spark discharge generation chamber consisted of individual or small aggregates of primary particles. These nanoparticles were allowed to age in a chamber to form chain-like aggregates of primary particles with morphologies very similar to welding fumes. The primary particles were a mixture of hausmannite (Mn3O4), bixbyite (Mn2O3) and manganosite (MnO) phases, whereas aged samples revealed a more amorphous structure. Both Mn2+ and Mn3+, as in double valence stoichiometry present in Mn3O4, and Mn3+, as in Mn2O3 and MnOOH, were detected by X-ray photoelectron spectroscopy on the surface of the nanoparticles in the laboratory nanoparticles and welding fumes. Dissolution studies conducted for these two Mn samples (aged and fresh fume) reveal different release kinetics of Mn ions in artificial lysosomal fluid (pH 4.5) and very limited dissolution in Gamble's solution (pH 7.4). Taken together, these data suggest several important considerations for understanding the health effects of welding fumes. First, the method of particle generation affects the crystallinity and phase of the oxide. Second, welding fumes consist of multiple oxidation states whether they are amorphous or crystalline or occur as isolated nanoparticles or agglomerates. Third, although the dissolution behavior depends on conditions used for nanoparticle generation, the dissolution of Mn oxide nanoparticles in the lysosome may promote Mn ions translocation into various organs causing toxic effects.
Collapse
Affiliation(s)
- Larissa V Stebounova
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA
| | | | - Thomas M Peters
- Department of Occupational and Environmental Health, The University of Iowa, Iowa City, IA
| | - Vicki H Grassian
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA
- Scripps Institution of Oceanography and Department of Nanoengineering, University of California, La Jolla, CA
| |
Collapse
|
8
|
Bau S, Toussaint A, Payet R, Witschger O. Performance study of various Condensation Particle Counters (CPCs): development of a methodology based on steady-state airborne DEHS particles and application to a series of handheld and stationary CPCs. ACTA ACUST UNITED AC 2017. [DOI: 10.1088/1742-6596/838/1/012002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
9
|
Byeon JH, Park JH, Peters TM, Roberts JT. Reducing the cytotoxicity of inhalable engineered nanoparticles via in situ passivation with biocompatible materials. JOURNAL OF HAZARDOUS MATERIALS 2015; 292:118-125. [PMID: 25797930 DOI: 10.1016/j.jhazmat.2015.03.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 03/09/2015] [Accepted: 03/11/2015] [Indexed: 06/04/2023]
Abstract
The cytotoxicity of model welding nanoparticles was modulated through in situ passivation with soluble biocompatible materials. A passivation process consisting of a spark discharge particle generator coupled to a collison atomizer as a co-flow or counter-flow configuration was used to incorporate the model nanoparticles with chitosan. The tested model welding nanoparticles are inhaled and that A549 cells are a human lung epithelial cell line. Measurements of in vitro cytotoxicity in A549 cells revealed that the passivated nanoparticles had a lower cytotoxicity (>65% in average cell viability, counter-flow) than the untreated model nanoparticles. Moreover, the co-flow incorporation between the nanoparticles and chitosan induced passivation of the nanoparticles, and the average cell viability increased by >80% compared to the model welding nanoparticles. As a more convenient way (additional chitosan generation and incorporation devices may not be required), other passivation strategies through a modification of the welding rod with chitosan adhesive and graphite paste did also enhance average cell viability (>58%). The approach outlined in this work is potentially generalizable as a new platform, using only biocompatible materials in situ, to treat nanoparticles before they are inhaled.
Collapse
Affiliation(s)
- Jeong Hoon Byeon
- School of Mechanical Engineering, Yeungnam University, Gyeongsan 712-749, Republic of Korea.
| | - Jae Hong Park
- Department of Occupational and Environmental Health, University of Iowa, IA 52242, United States
| | - Thomas M Peters
- Department of Occupational and Environmental Health, University of Iowa, IA 52242, United States
| | - Jeffrey T Roberts
- Department of Chemistry, Purdue University, IN 47907, United States.
| |
Collapse
|
10
|
Park JH, Mudunkotuwa IA, Mines LWD, Anthony TR, Grassian VH, Peters TM. A Granular Bed for Use in a Nanoparticle Respiratory Deposition Sampler. AEROSOL SCIENCE AND TECHNOLOGY : THE JOURNAL OF THE AMERICAN ASSOCIATION FOR AEROSOL RESEARCH 2015; 49:179-187. [PMID: 26900208 PMCID: PMC4756655 DOI: 10.1080/02786826.2015.1013521] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
A granular bed was designed to collect nanoparticles as an alternative to nylon mesh screens for use in a nanoparticle respiratory deposition (NRD) sampler. The granular bed consisted of five layers in series: a coarse mesh, a large-bead layer, a small-bead layer, a second large-bead layer, and a second coarse mesh. The bed was designed to primarily collect particles in the small-bead layer, with the coarse mesh and large-bead layers designed to hold the collection layer in position. The collection efficiency of the granular bed was measured for varying depths of the small-bead layer and for test particles with different shape (cuboid, salt particles; and fractal, and stainless steel and welding particles). Experimental measurements of collection efficiency were compared to estimates of efficiency from theory and to the nanoparticulate matter (NPM) criterion, which was established to reflect the total deposition in the human respiratory system for particles smaller than 300 nm. The shape of the collection efficiency curve for the granular bed was similar to the NPM criterion in these experiments. The collection efficiency increased with increasing depth of the small-bead layer: the particle size associated with 50% collection efficiency, d50, for salt particles was 25 nm for a depth of 2.2 mm, 35 nm for 3.2 mm, and 45 nm for 4.3 mm. The best-fit to the NPM criterion was found for the bed with a small-bead layer of 3.2 mm. Compared to cubic salt particles, the collection efficiency was higher for fractal-shaped particles larger than 50 nm, presumably due to increased interception.
Collapse
Affiliation(s)
- Jae Hong Park
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, Iowa, USA
| | | | - Levi W D Mines
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, Iowa, USA
| | - T Renée Anthony
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, Iowa, USA
| | - Vicki H Grassian
- Department of Chemistry, University of Iowa, Iowa City, Iowa, USA
| | - Thomas M Peters
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, Iowa, USA
| |
Collapse
|
11
|
Bau S, Zimmermann B, Payet R, Witschger O. A laboratory study of the performance of the handheld diffusion size classifier (DiSCmini) for various aerosols in the 15-400 nm range. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2015; 17:261-269. [PMID: 25366997 DOI: 10.1039/c4em00491d] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
In addition to chemical composition, particle concentration and size are among the main parameters used to characterize exposure to airborne ultrafine or nanoparticles. To assess occupational inhalation exposure, real-time instruments are recommended in recent strategies published. Among portable devices for personal exposure assessment in the workplace, DiSCmini (Matter Aerosol AG, Switzerland) has been identified as a potential candidate with its capacity to measure the airborne nanoparticle concentration and average particle size with good time-resolution. Monodisperse and polydisperse test nanoaerosols of varying compositions and morphologies were produced in the laboratory using the CAIMAN facility. These aerosols covered a range of particle sizes between 15 and 400 nm and number concentrations from 700 to 840,000 cm(-3). The aerosols were used to investigate the behavior of DiSCmini, comparing experimental data to reference data. In spite of a slight tendency to underestimate particle size, all particle diameters, number concentrations and surface area concentrations measured were in the same order of magnitude as reference data. Furthermore, no significant effect due to particle composition or morphology was noted.
Collapse
Affiliation(s)
- S Bau
- Institut National de Recherche et de Sécurité (INRS), Laboratoire de Métrologie des Aérosols, Rue du morvan CS 60024, 54519 Vandoeuvre les Nancy Cedex, France.
| | | | | | | |
Collapse
|