1
|
Ershadi A, Finkel M, Susset B, Grathwohl P. Applicability of machine learning models for the assessment of long-term pollutant leaching from solid waste materials. WASTE MANAGEMENT (NEW YORK, N.Y.) 2023; 171:337-349. [PMID: 37699296 DOI: 10.1016/j.wasman.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 08/25/2023] [Accepted: 09/01/2023] [Indexed: 09/14/2023]
Abstract
Column leaching tests are a common approach for evaluating the leaching behavior of contaminated soil and waste materials, which are often reused for various construction purposes. Standardized up-flow column leaching tests typically require about 7 days of laboratory work to evaluate long-term leaching behavior accurately. To reduce testing time, we developed linear and ensemble models based on parametric and non-parametric Machine Learning (ML) techniques. These models predict leachate concentrations of relevant chemical compounds at different Liquid-to-Solid ratios (LS) based on measurements at lower LS values. The ML models were trained using 82 column leaching test samples for Construction and Demolition Waste materials collected in Germany during the last two decades. R-Squared values measuring models' performance are as follows: Sulfate = 0.94, Vanadium = 0.97, Chromium = 0.82, Copper = 0.92, group of 15 (US-EPA) PAHs = 0.98 (values averaged over predictive models for LS 2 and 4). Sensitivity analysis utilizing the Shapley Additive Explanation value indicates that in addition to the concentrations of the considered compound at LS<=1, electrical conductivity and pH are the most critical features of each model, while concentrations of other compounds also play a minor role.
Collapse
Affiliation(s)
- Amirhossein Ershadi
- Center for Applied Geoscience, University of Tübingen, Schnarrenbergstraße 94-96, 72076 Tübingen, Germany.
| | - Michael Finkel
- Center for Applied Geoscience, University of Tübingen, Schnarrenbergstraße 94-96, 72076 Tübingen, Germany
| | - Bernd Susset
- Center for Applied Geoscience, University of Tübingen, Schnarrenbergstraße 94-96, 72076 Tübingen, Germany
| | - Peter Grathwohl
- Center for Applied Geoscience, University of Tübingen, Schnarrenbergstraße 94-96, 72076 Tübingen, Germany
| |
Collapse
|
2
|
Li F, Yu T, Huang Z, Jiang T, Wang L, Hou Q, Tang Q, Liu J, Yang Z. Leaching experiments and risk assessment to explore the migration and risk of potentially toxic elements in soil from black shale. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 844:156922. [PMID: 35803429 DOI: 10.1016/j.scitotenv.2022.156922] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 05/09/2022] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
Black shale is rich in potentially toxic elements (PTEs) that migrate through rock weathering or rainfall, adversely affecting human health and the environment. In this study, simulated rainfall leaching experiments were used to investigate the migration patterns and leaching kinetics of PTEs in black shale from the Lower Cambrian Hetang Formation and to analyze the water quality index (WQI) of PTEs in the leachate. A comparison between the risk of PTEs in the leachate and those in the soil was also made to determine the risk sources, risk status, and distribution characteristics of PTEs in the study area. The WQI of the indoor column experimental leachate indicated the highest As contamination. The geo-accumulation index (Igeo) and potential ecological risk (Er) of soils in the entire region revealed that the risk of Cd was the highest. Furthermore, by mapping the distribution of Igeo and Er in soils, the risk level in the region where black shale is located was found to be significantly higher than that in other areas. Comparing the leaching rate of PTEs with the WQI from leaching experiments, the risk associated with As in soil can be inferred to originate mainly from the leaching of black shale. Previous studies on PTEs in black shale in the study area tended to focus on Cd; however, this study found that the risk of As was not negligible. The health risk assessment also showed that the risk at the location of black shale was beyond the accepted range. Overall, this study provided a new and important evaluation law for the level of pollution by PTEs and health risks in typical black shale regions.
Collapse
Affiliation(s)
- Fengyan Li
- School of Science, China University of Geosciences, Beijing 100083, PR China
| | - Tao Yu
- School of Science, China University of Geosciences, Beijing 100083, PR China; Key Laboratory of Ecogeochemistry, Ministry of Natural Resources, Beijing 100037, PR China.
| | - Zhenzhong Huang
- School of Water Resources and Environment, China University of Geosciences, Beijing 100083, PR China
| | - Tianyu Jiang
- School of Science, China University of Geosciences, Beijing 100083, PR China
| | - Lingxiao Wang
- School of Science, China University of Geosciences, Beijing 100083, PR China
| | - Qingye Hou
- Key Laboratory of Ecogeochemistry, Ministry of Natural Resources, Beijing 100037, PR China; School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, PR China
| | - Qifeng Tang
- Key Laboratory of Ecogeochemistry, Ministry of Natural Resources, Beijing 100037, PR China; National Research Center for Geoanalysis, Chinese Academy of Geological Sciences, Beijing 100037, PR China
| | - Jiuchen Liu
- Key Laboratory of Ecogeochemistry, Ministry of Natural Resources, Beijing 100037, PR China; National Research Center for Geoanalysis, Chinese Academy of Geological Sciences, Beijing 100037, PR China
| | - Zhongfang Yang
- Key Laboratory of Ecogeochemistry, Ministry of Natural Resources, Beijing 100037, PR China; School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, PR China
| |
Collapse
|
3
|
Rito B, Almeida D, Coimbra C, Vicente D, Francisco R, Branco R, Weigand H, Morais PV. Post-measurement compressed calibration for ICP-MS-based metal quantification in mine residues bioleaching. Sci Rep 2022; 12:16007. [PMID: 36163387 PMCID: PMC9512927 DOI: 10.1038/s41598-022-19620-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/31/2022] [Indexed: 11/25/2022] Open
Abstract
Bioleaching is an actual economical alternative to treat residues, which allows, depending on the chosen strategy, two possible outcomes: (1) a leachate enriched with target metals, or (2) a residue enriched in target metals through the leaching of interfering components (IC). This work aimed to study the metals released by bioprocessing the Panasqueira mine tailings, as a strategy to increase critical metals' relative concentration in residues. Biostimulation of the local microbiota was compared to a bioaugmentation approach using the autochthonous Diaphorobacter polyhydroxybutyrativorans strain B2A2W2. Inductively Coupled Plasma Mass Spectrometry (ICP-MS) was selected to study the metals released in the leachate through multi-element external standards. A new data treatment method was developed to use a preliminary sweep of intensities to quantify the non-initial target metals concentration in the leachate, based on preliminary ICP-MS intensity measurements. The results demonstrated that biostimulation was an efficient bioleaching strategy for the IC silicon, aluminium, magnesium, selenium, manganese, zinc, iron, and copper, by decreasing concentration, resulting in a relative increase in the gallium and yttrium (10x) levels in the treated residue. The strategy followed to quantify a large number of elements with ICP-MS using a reduced number of data points for calibration proved valid and speeded up the analytical process.
Collapse
Affiliation(s)
- Beatriz Rito
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal
| | - Diogo Almeida
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal.,School of Chemistry, University of St. Andrews, Fife, Scotland, UK
| | - Carina Coimbra
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal
| | - Diogo Vicente
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal
| | - Romeu Francisco
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal
| | - Rita Branco
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal
| | - Harald Weigand
- Competence Centre for Sustainable Engineering and Environmental Systems, THM University of Applied Sciences, Wiesenstr. 14, 35390, Giessen, Germany
| | - Paula Vasconcelos Morais
- Centre for Mechanical Engineering, Materials and Processes, Department of Life Sciences, University of Coimbra, 3000-456, Coimbra, Portugal.
| |
Collapse
|
4
|
Sun R, Gao Y, Yang Y. Leaching of heavy metals from lead-zinc mine tailings and the subsequent migration and transformation characteristics in paddy soil. CHEMOSPHERE 2022; 291:132792. [PMID: 34748803 DOI: 10.1016/j.chemosphere.2021.132792] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 10/31/2021] [Accepted: 11/02/2021] [Indexed: 06/13/2023]
Abstract
The leaching of heavy metals (HMs) from lead-zinc mine tailings caused by natural precipitation and the subsequent migration and transformation characteristics in paddy soil were investigated using simulative experiments. The contents of HMs in the leachate from lead-zinc mine tailings increased with the increasing of liquid-to-solid ratio. Significant differences of contents under the same rainfall were found among different HMs (P < 0.01). The increasing rates of the concentrations for Mn and Zn in leachate were much higher than the other selected HMs. The leaching results of all HMs were well fitted by the DoseResp equation, indicating that the leaching processes are controlled by multiple factors. When the paddy soil was exposed to lead-zinc mine tailings, the HMs could accumulate significantly in the paddy soil, and their contents increased with the simulated time. The average vertical migration rates (mg kg-1 cm-1 d-1) of HMs in the paddy soil during the four months was ranked in the order of Zn (9.0✕10-2) > Mn (8.1✕10-2) > Cu (1.8✕10-2) > Pb (1.6✕10-2) > Cd (2.7✕10-4) > As (2.4✕10-4). Compared with the other HMs, Mn and Zn can be more easily leached from lead-zinc mine tailings, then migrate into deeper layers in paddy soil. The proportions in five chemical fractions of HMs varied significantly with the impact of lead-zinc mine tailings. The Zn, Cu, and As were mainly presented in residual fraction, while Pb, Mn, and Cd were mainly presented in carbonate-bound, Fe/Mn oxides-bound, and exchangeable fractions, respectively. The risk assessment code results showed that Zn, Mn, Cu, and As posed medium risk, while Pb and Cd posed an extremely high risk to the paddy soil environment. It's found that lead-zinc mine tailings could significantly enhance the ecological risk associated with HMs in the paddy soil.
Collapse
Affiliation(s)
- Rongguo Sun
- School of Chemistry and Material, Guizhou Normal University, Guiyang, 550025, China
| | - Yue Gao
- School of Chemistry and Material, Guizhou Normal University, Guiyang, 550025, China
| | - Yang Yang
- School of Life Sciences, Guizhou Normal University, Guiyang, 550025, PR China.
| |
Collapse
|
5
|
Long-Term Leaching Behavior of Organic and Inorganic Pollutants after Wet Processing of Solid Waste Materials. MATERIALS 2022; 15:ma15030858. [PMID: 35160802 PMCID: PMC8836669 DOI: 10.3390/ma15030858] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 01/14/2022] [Accepted: 01/19/2022] [Indexed: 02/01/2023]
Abstract
The recycling of mineral materials is a sustainable and economical approach for reducing solid waste and saving primary resources. However, their reuse may pose potential risks of groundwater contamination, which may result from the leaching of organic and inorganic substances into water that percolates the solid waste. In this study, column leaching tests were used to investigate the short- and long-term leaching behavior of “salts”, “metals”, and organic pollutants such as PAHs and herbicides from different grain size fractions of construction & demolition waste (CDW) and railway ballast (RB) after a novel treatment process. Specifically, silt, sand and gravel fractions obtained after a sequential crushing, sieving, and washing process (“wet-processing”) of very heterogeneous input materials are compared with respect to residual contamination, potentially limiting their recycling. Concentrations in solid fractions and aqueous leachate were evaluated according to threshold values for groundwater protection to identify relevant substances and to classify materials obtained for recycling purposes according to limit values. For that, the upcoming German recycling degree was applied for the first time. Very good agreement was observed between short and extensive column tests, demonstrating that concentrations at L/S 2 ratios are suitable for quality control of recycling materials. Different solutes showed a characteristic leaching behavior such as the rapid decrease in “salts”, e.g., SO42− and Cl−, from all solid fractions, and a slower decrease in metals and PAHs in the sand and silt fractions. Only the gravel fraction, however, showed concentrations of potential pollutants low enough for an unlimited re-use as recycling material in open technical applications. Sand fractions may only be re-used as recycling material in isolated or semi-isolated scenarios. Leaching from heterogeneous input materials proved harder to predict for all compounds. Overall, column leaching tests proved useful for (i) initial characterization of the mineral recycling materials, and (ii) continuous internal (factory control) and external quality control within the upcoming German recycling decree. Results from such studies may be used to optimize the treatment of mixed solid waste since they provide rapid insight in residual pollution of material fractions and their leaching behavior.
Collapse
|
6
|
Liu B, Finkel M, Grathwohl P. Mass Transfer Principles in Column Percolation Tests: Initial Conditions and Tailing in Heterogeneous Materials. MATERIALS (BASEL, SWITZERLAND) 2021; 14:4708. [PMID: 34443230 PMCID: PMC8398455 DOI: 10.3390/ma14164708] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 08/14/2021] [Accepted: 08/16/2021] [Indexed: 11/16/2022]
Abstract
Initial conditions (pre-equilibrium or after the first flooding of the column), mass transfer mechanisms and sample composition (heterogeneity) have a strong impact on leaching of less and strongly sorbing compounds in column percolation tests. Mechanistic models as used in this study provide the necessary insight to understand the complexity of column leaching tests especially when heterogeneous samples are concerned. By means of numerical experiments, we illustrate the initial concentration distribution inside the column after the first flooding and how this impacts leaching concentrations. Steep concentration gradients close to the outlet of the column have to be expected for small distribution coefficients (Kd<1 L kg-1) and longitudinal dispersion leads to smaller initial concentrations than expected under equilibrium conditions. In order to elucidate the impact of different mass transfer mechanisms, film diffusion across an external aqueous boundary layer (first order kinetics, FD) and intraparticle pore diffusion (IPD) are considered. The results show that IPD results in slow desorption kinetics due to retarded transport within the tortuous intragranular pores. Non-linear sorption has not much of an effect if compared to Kd values calculated for the appropriate concentration range (e.g., the initial equilibrium concentration). Sample heterogeneity in terms of grain size and different fractions of sorptive particles in the sample have a strong impact on leaching curves. A small fraction (<1%) of strongly sorbing particles (high Kd) carrying the contaminant may lead to very slow desorption rates (because of less surface area)-especially if mass release is limited by IPD-and thus non-equilibrium. In contrast, mixtures of less sorbing fine material ("labile" contamination with low Kd), with a small fraction of coarse particles carrying the contaminant leads to leaching close to or at equilibrium showing a step-wise concentration decline in the column effluent.
Collapse
Affiliation(s)
| | | | - Peter Grathwohl
- Center for Applied Geoscience, University of Tübingen, Schnarrenbergstraße 94-96, 72076 Tübingen, Germany; (B.L.); (M.F.)
| |
Collapse
|
7
|
Joon NK, Ek P, Zevenhoven M, Hupa L, Miró M, Bobacka J, Lisak G. On-line microcolumn-based dynamic leaching method for investigation of lead bioaccessibility in shooting range soils. CHEMOSPHERE 2020; 256:127022. [PMID: 32445998 DOI: 10.1016/j.chemosphere.2020.127022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 05/06/2020] [Accepted: 05/07/2020] [Indexed: 06/11/2023]
Abstract
In this work, a miniaturized flow-through leaching test is presented for rapid screening of potential chemical extractants to explore the bioaccessibility of lead (Pb) in contaminated shooting range soils in Valkeala, Finland. The method combines the versatility of microcolumn-based extraction methods with on-line inductively coupled plasma optical emission spectrometry (ICP OES) analysis for expedient assessment of the magnitude of the bioaccessible pools and the leaching kinetics of lead from polluted soils under variable physicochemical scenarios. Acids and salt solutions were studied as potential extractants. The efficiency of the extractants relative to the initial total amount of lead in the soil sample (509 ± 21 mg/kg) were found to increase in the following order: 0.11 M acetic acid (55%) < 1 M MgCl2 (58%) < 0.1 M NH2OH·HCl (61%) < 0.1 M citric acid (93%) < 0.1 M HCl (96%). The proposed on-line microcolumn-based method was further explored for implementation of the modified BCR (now termed Standards, Measurements and Testing Programme, SM&T) sequential extraction procedure to avail the information about different fractions available in the solid sample, and validated by mass balance calculations. The equivalent sequential procedure in a batch format was then studied and compared against the on-line microcolumn extraction method. The on-line dynamic extraction system presented in this work accepts a substantial amount of sample (2.5 g) as compared to previous flow-through mini-column setups (generally accommodating < 0.25 g of sample), thus maintaining sample representativeness and fostering comprehension of the extraction patterns for non-homogenous soil materials. The use of cotton buds and Teflon membranes and holders in the microcolumn setup facilitates the repeatable flow-through leaching of trace elements and restrict formation of preferential channels. Monitoring of the leachable trace elements in real time delivers detailed insight into the ongoing extraction process and provides a time-saving assessment of potential chemical extractants.
Collapse
Affiliation(s)
- Narender Kumar Joon
- Johan Gadolin Process Chemistry Centre, Laboratory of Molecular Science and Engineering, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Paul Ek
- Johan Gadolin Process Chemistry Centre, Laboratory of Molecular Science and Engineering, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Maria Zevenhoven
- Johan Gadolin Process Chemistry Centre, Laboratory of Molecular Science and Engineering, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Leena Hupa
- Johan Gadolin Process Chemistry Centre, Laboratory of Molecular Science and Engineering, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Manuel Miró
- FI-TRACE Group, Department of Chemistry, University of the Balearic Islands, Carretera de Valldemossa km 7.5, Palma de Mallorca, Balearic Islands, 07122, Spain
| | - Johan Bobacka
- Johan Gadolin Process Chemistry Centre, Laboratory of Molecular Science and Engineering, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Grzegorz Lisak
- School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore; Nanyang Environment and Water Research Institute, Residues and Resources Reclamation Center, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore.
| |
Collapse
|
8
|
Mahedi M, Cetin B. Carbonation based leaching assessment of recycled concrete aggregates. CHEMOSPHERE 2020; 250:126307. [PMID: 32114349 DOI: 10.1016/j.chemosphere.2020.126307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 02/19/2020] [Accepted: 02/21/2020] [Indexed: 06/10/2023]
Abstract
The leaching characteristics of seven different recycled concrete aggregates (RCA) samples derived from building demolition waste, concrete pavement, stockpiled, and freshly crushed concrete were evaluated focusing on the effects of carbonation, liquid-to-solid ratio (L/S), and particle sizes. Batch water leach test (WLT), toxicity characteristic leaching procedure (TCLP), and synthetic precipitation leaching procedure (SPLP) were performed to assess the pH, electrical conductivity (EC), alkalinity, and the leached concentrations of Ba, Ca, Cr, Mg, and SO4 in RCA effluent. The leaching efficiency of the test methods at different RCA carbonation levels was also evaluated. Results indicated that the effluent pH, EC, and alkalinity decreased, while the leached fractions of elements increased with an increase in L/S ratio. An increase in calcium carbonate content tended to increase the leaching of Mg, Cr, and SO4. For highly carbonated RCA samples, effluent pH, EC, alkalinity, and Ca concentrations were higher for particle sizes of 1.19 mm-0.149 mm, while fresher RCA samples resulted in higher values from particles finer than 0.149 mm. Carbonated RCA samples leached higher Ca, Mg, and Ba in TCLP, whereas the maximum concentrations of Cr and SO4 were found in WLT effluent. For less carbonated RCA samples, Ca concentrations in WLT and TCLP effluents were comparable, SPLP leached higher amounts of Mg, Ba concentrations were maximum in WLT, and TCLP concentrations of Cr and SO4 were the most critical ones. TCLP alkalinity increased, whereas WLT and SPLP alkalinity decreased with an increase in calcium carbonate content of the RCA.
Collapse
Affiliation(s)
- Masrur Mahedi
- Department of Civil, Construction and Environmental Engineering, Iowa State University, 813 Bissell Road, Ames, IA, 50011, USA.
| | - Bora Cetin
- Department of Civil and Environmental Engineering, Michigan State University, 428 S. Shaw Ln., East Lansing, MI, 48824, USA.
| |
Collapse
|
9
|
Bandow N, Aitken MD, Geburtig A, Kalbe U, Piechotta C, Schoknecht U, Simon FG, Stephan I. Using Environmental Simulations to Test the Release of Hazardous Substances from Polymer-Based Products: Are Realism and Pragmatism Mutually Exclusive Objectives? MATERIALS 2020; 13:ma13122709. [PMID: 32549187 PMCID: PMC7345583 DOI: 10.3390/ma13122709] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 06/08/2020] [Accepted: 06/09/2020] [Indexed: 01/11/2023]
Abstract
The potential release of hazardous substances from polymer-based products is currently in the focus of environmental policy. Environmental simulations are applied to expose such products to selected aging conditions and to investigate release processes. Commonly applied aging exposure types such as solar and UV radiation in combination with water contact, corrosive gases, and soil contact as well as expected general effects on polymers and additional ingredients of polymer-based products are described. The release of substances is based on mass-transfer processes to the material surfaces. Experimental approaches to investigate transport processes that are caused by water contact are presented. For tailoring the tests, relevant aging exposure types and release quantification methods must be combined appropriately. Several studies on the release of hazardous substances such as metals, polyaromatic hydrocarbons, flame retardants, antioxidants, and carbon nanotubes from polymers are summarized exemplarily. Differences between natural and artificial exposure tests are discussed and demonstrated for the release of flame retardants from several polymers and for biocides from paints. Requirements and limitations to apply results from short-term artificial environmental exposure tests to predict long-term environmental behavior of polymers are presented.
Collapse
Affiliation(s)
- Nicole Bandow
- German Environment Agency, Corrensplatz 1, 14195 Berlin, Germany;
| | - Michael D. Aitken
- Department of Environmental Sciences and Engineering, University of North Carolina, Chapel Hill, NC 27599-7431, USA;
| | - Anja Geburtig
- Bundesanstalt für Materialforschung und-prüfung (BAM), 12200 Berlin, Germany; (A.G.); (C.P.); (U.S.); (F.-G.S.); (I.S.)
| | - Ute Kalbe
- Bundesanstalt für Materialforschung und-prüfung (BAM), 12200 Berlin, Germany; (A.G.); (C.P.); (U.S.); (F.-G.S.); (I.S.)
- Correspondence:
| | - Christian Piechotta
- Bundesanstalt für Materialforschung und-prüfung (BAM), 12200 Berlin, Germany; (A.G.); (C.P.); (U.S.); (F.-G.S.); (I.S.)
| | - Ute Schoknecht
- Bundesanstalt für Materialforschung und-prüfung (BAM), 12200 Berlin, Germany; (A.G.); (C.P.); (U.S.); (F.-G.S.); (I.S.)
| | - Franz-Georg Simon
- Bundesanstalt für Materialforschung und-prüfung (BAM), 12200 Berlin, Germany; (A.G.); (C.P.); (U.S.); (F.-G.S.); (I.S.)
| | - Ina Stephan
- Bundesanstalt für Materialforschung und-prüfung (BAM), 12200 Berlin, Germany; (A.G.); (C.P.); (U.S.); (F.-G.S.); (I.S.)
| |
Collapse
|
10
|
Molleda A, López A, Cuartas M, Lobo A. Release of pollutants in MBT landfills: Laboratory versus field. CHEMOSPHERE 2020; 249:126145. [PMID: 32062558 DOI: 10.1016/j.chemosphere.2020.126145] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 01/29/2020] [Accepted: 02/06/2020] [Indexed: 06/10/2023]
Abstract
The evolution of liquid pollutants over time remains one of the main issues in a landfill for decades. However, although the literature contains several works that attempt to model the release of pollutants from waste, there is still scant information on the matter, especially for MBT waste. In this study, contaminant washing laboratory tests and field trials have been carried out on different waste particle sizes and fractions to estimate to what extent the former provide adequate information about the evolution of the leachate in a real MBT waste landfill. The results show significant differences between the test results. The majority of inorganic contaminants (Ca, Cu, Mg, Na, Ni, Zn), however, complex with organic matter in all percolation column tests. The use of other materials, the early beginning of the methanogenic phase, and the increase in pH and temperature in the field alter the reactions and, importantly, the leaching of some of the components that precipitate, such as Ca, Fe and Mg, or NH4-N, which increases its presence. It is therefore necessary to adapt the models and the current test standards to assess the fate of biodegradable waste such as MBT under field conditions.
Collapse
Affiliation(s)
- Ancella Molleda
- Environmental Engineering Group, Department of Water and Environmental Sciences and Techniques, University of Cantabria, Avd. Los Castros s/n, 39005, Santander, Cantabria, Spain.
| | - Ana López
- Environmental Engineering Group, Department of Water and Environmental Sciences and Techniques, University of Cantabria, Avd. Los Castros s/n, 39005, Santander, Cantabria, Spain.
| | - Miguel Cuartas
- Information Technologies Group, Department of Applied Mathematics and Computer Science, University of Cantabria, Avd. Los Castros s/n, 39005, Santander, Cantabria, Spain.
| | - Amaya Lobo
- Environmental Engineering Group, Department of Water and Environmental Sciences and Techniques, University of Cantabria, Avd. Los Castros s/n, 39005, Santander, Cantabria, Spain.
| |
Collapse
|
11
|
Zhao Z, Xiao F, Amirkhanian S. Recent applications of waste solid materials in pavement engineering. WASTE MANAGEMENT (NEW YORK, N.Y.) 2020; 108:78-105. [PMID: 32344301 DOI: 10.1016/j.wasman.2020.04.024] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 01/14/2020] [Accepted: 04/13/2020] [Indexed: 06/11/2023]
Abstract
Solid waste materials refer to those municipal or industrial or even domestic wastes that are massively produced during manufacture as well as daily life. A wide variety of solid wastes are generated, but only a few of them are employed in pavement structures. To achieve the task, papers between 2014 and 2019 from top journals which address waste management, waste characterization, and economic and environmental assessment were collected at first. Then, the scope of solid waste materials was narrowed down based on their applications, In the end, six most popular solid waste materials were selected for further study and for the review, namely recycled concrete aggregates, reclaimed asphalt pavement, fly ash, bottom ash, waste rubber, and waste plastics. The reason why only these six solid waste materials are selected is that the rest are neither massively produced not can they be directly used in pavement structures. This review article contains structural properties, treatments, novel researches, environmental analysis, and economic analysis of each solid waste material. The objective of this review article is to provide future researchers with the latest research findings, limitations and improvements in this subject. In conclusion, quite a few novel researchers in terms of workmanship, construction methodology, and treatments are collected for all six materials. Furthermore, an increasing number of findings have proven that most solid waste materials have both environmental and economic benefits when applied in field. Future researchers are encouraged to implement researches on solid waste materials in pavement engineering with consideration of both material properties and environmental/economic effects.
Collapse
Affiliation(s)
- Zifeng Zhao
- Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University, 4800 Cao'an Highway, Jiading District, Shanghai 201804, China
| | - Feipeng Xiao
- Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University, 4800 Cao'an Highway, Jiading District, Shanghai 201804, China.
| | - Serji Amirkhanian
- Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University, 4800 Cao'an Highway, Jiading District, Shanghai 201804, China
| |
Collapse
|
12
|
Lin X, Vollpracht A, Markus P, Linnemann V. Optimization of a German short term percolation test to determine the leaching of granular materials. WASTE MANAGEMENT (NEW YORK, N.Y.) 2020; 105:433-444. [PMID: 32126371 DOI: 10.1016/j.wasman.2020.02.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 01/30/2020] [Accepted: 02/25/2020] [Indexed: 06/10/2023]
Abstract
Different percolation tests were developed worldwide to characterize the leaching and to evaluate the environmental compatibility of granular materials. The German standard up-flow percolation test has a short testing time and can be used for both coarse and fine-grain materials. Some very fine-grain materials are difficult to percolate. According to the standard, admixture of 80% quartz sand (20% material) can be used for cohesive materials. It is assumed that equilibrium concentrations are reached and therefore the sand does not cause any interfering processes. However, the 80% sand admixture cannot be used for coarse materials due to dilution. A standardized sand admixture for both coarse and fine-grain materials is beneficial for the routine of laboratories. The sand admixture has the further advantage that it reduces the testing time. The experimental and the analysis procedures of the German standard were checked, specified, and optimized. An admixture of 50% sand is a good compromise for cohesive and coarse materials. The statistical variations of heavy metal and polycyclic aromatic hydrocarbons from the optimized test with and without sand admixture were determined with an 8-fold intralaboratory and an interlaboratory test. Then the sand admixture was validated for 16 materials (soils, demolition wastes, ashes and other industrial wastes).
Collapse
Affiliation(s)
- Xiaochen Lin
- Institute of Building Materials Research (ibac), RWTH Aachen University, Schinkelstr. 3, 52062 Aachen, Germany; Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environmental, Jiang-wang-miao Street 8, 210042 Nanjing, China
| | - Anya Vollpracht
- Institute of Building Materials Research (ibac), RWTH Aachen University, Schinkelstr. 3, 52062 Aachen, Germany.
| | - Philipp Markus
- Institute of Environmental Engineering (ISA), RWTH Aachen University, Mies-van-der-Rohe-Str. 1, 52074 Aachen, Germany
| | - Volker Linnemann
- Institute of Environmental Engineering (ISA), RWTH Aachen University, Mies-van-der-Rohe-Str. 1, 52074 Aachen, Germany
| |
Collapse
|
13
|
Sanger M, Natarajan BM, Wang B, Edil T, Ginder-Vogel M. Recycled concrete aggregate in base course applications: Review of field and laboratory investigations of leachate pH. JOURNAL OF HAZARDOUS MATERIALS 2020; 385:121562. [PMID: 31732334 DOI: 10.1016/j.jhazmat.2019.121562] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 09/27/2019] [Accepted: 10/28/2019] [Indexed: 06/10/2023]
Abstract
The prevalence of construction and demolition (C&D) waste and the concurrent demand for construction aggregate presents the opportunity to recycle C&D waste materials as substitutes for virgin aggregate. Commonly, recycled concrete aggregate (RCA) is used as base course in pavement construction. Environmentally responsible applications of RCA must consider the high pH leachate and trace element leaching risks reported in the literature. This review presents the methodology, results, and limitations of existing laboratory and field investigations of RCA leachate chemistry. Long-term highway field studies of RCA leachate illustrate that an initially high leachate pH approaches neutral within approximately one to two years of construction. Conversely, laboratory investigations of RCA leachate pH using batch reactor leaching tests and column leaching tests measure consistently high leachate pH (pH > 10). The discrepancies between field and laboratory measurements of RCA leachate pH suggest that the current laboratory methodology inadequately describes leachate conditions in the field. The authors recommend that future laboratory investigations consider intermittent wetting and drying cycles, eliminate particle abrasion, employ relevant contact times, and consider additional environmental processes that reduce leachate pH such as soil acidity and carbonation.
Collapse
Affiliation(s)
- Morgan Sanger
- Department of Civil and Environmental Engineering, Geological Engineering Program, University of Wisconsin - Madison, United States.
| | - Bharat Madras Natarajan
- Department of Civil and Environmental Engineering, Geological Engineering Program, University of Wisconsin - Madison, United States.
| | - Bu Wang
- Department of Civil and Environmental Engineering, Geological Engineering Program, University of Wisconsin - Madison, United States
| | - Tuncer Edil
- Department of Civil and Environmental Engineering, Geological Engineering Program, University of Wisconsin - Madison, United States
| | - Matthew Ginder-Vogel
- Department of Civil and Environmental Engineering, Geological Engineering Program, University of Wisconsin - Madison, United States; Department of Civil and Environmental Engineering, Environmental Chemistry and Technology Program, University of Wisconsin-Madison, United States.
| |
Collapse
|
14
|
Chen Y, Zhou Y. The contents and release behavior of heavy metals in construction and demolition waste used in freeway construction. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:1078-1086. [PMID: 31820233 DOI: 10.1007/s11356-019-07067-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 11/14/2019] [Indexed: 06/10/2023]
Abstract
A large volume (more than 4.0 million m3) of treated construction and demolition waste (CDW) is planned to be used in the construction of the Xi'an-Xianyang north loop line freeway in West China. These CDW were preliminarily separated into broken concretes, bricks, and porcelains in the treatment plants. In this study, a total of 190 CDW samples including 80 concretes, 80 bricks, 20 porcelains, and 10 mixed samples were collected from five treatment plants. Five farmland soil samples near treatment plants were collected as controls. The contents of 10 elements including cadmium (Cd), arsenic (As), copper (Cu), nickel (Ni), zinc (Zn), chromium (Cr), lead (Pb), manganese (Mn), silver (Ag), and mercury (Hg) in these samples were measured. The contents of 8 elements (Cu, Ni, Zn, Cr, Pb, Mn, Ag, and Hg) in all CDW samples were qualified for the third-level criterion of the Standard of Soil Environment (GB15618-2008). However, Cd contents in 37 concretes, 34 bricks, 6 porcelain samples, and 4 mixed CDW samples exceeded the national third-level standards (1 mg/kg) in GB15618-2008. And As contents in 28 concretes, 21 bricks, 5 porcelain samples, and 3 mixed CDW samples were higher than the national third-level standards (40 mg/kg). The total exceeding standard rates (ESRs) of Cd and As were 42.6% and 30%, respectively. The leaching tests for Cd and As were also done due to their higher ESRs. The results showed that the release amounts (μg/kg) of Cd and As from CDW were increased with increasing liquid to solid ratio (0.4-10 l/kg) but decreased with increasing pH (4-7). The leached concentrations of Cd and As from four types of CDW samples were both in a descending order: brick, mixed materials, concrete, and porcelain. The measured concentrations (μg/L) of Cd and As in leachate were all lower than second-grade criteria of Standard for Groundwater Quality (GB3838-2002). By comparing the leached concentrations of Cd and As with the value in European criteria (EU Council Decision 2003/33/EC) for hazardous wastes, all the CDW samples should be classified as inert or non-hazardous wastes. Thus, it could be concluded that heavy metals in these CDW would not pollute surrounding soil, surface water, and groundwater environment when applied in freeway construction.
Collapse
Affiliation(s)
- Yuyun Chen
- School of Environmental Science and Engineering, Chang'an University, Xi'an, 710054, People's Republic of China.
- Ministry of Education, Key Laboratory of Subsurface Hydrology and Ecology in Arid Areas, Xi'an, 710054, People's Republic of China.
| | - Yiqiang Zhou
- School of Environmental Science and Engineering, Chang'an University, Xi'an, 710054, People's Republic of China
| |
Collapse
|
15
|
Wang P, Sun Z, Hu Y, Cheng H. Leaching of heavy metals from abandoned mine tailings brought by precipitation and the associated environmental impact. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 695:133893. [PMID: 31756844 DOI: 10.1016/j.scitotenv.2019.133893] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Revised: 08/06/2019] [Accepted: 08/11/2019] [Indexed: 06/10/2023]
Abstract
Abandoned tailings are one of the most important sources of heavy metal pollution in the areas surrounding mining districts, and significant leaching of heavy metals could be brought by precipitation. This study investigated the leaching of heavy metals from the tailings of a small-scale abandoned polymetallic mine in south China by rainwater with batch and column tests and evaluated the associated environmental impact. The mean contents of Cr, Ni, Cu, Zn, As, Cd, and Pb in the un-weathered mine tailings were 1.46×102, 3.11×102, 4.10×103, 2.18×104, 2.82×102, 5.65×102, and 8.74×103mg/kg, respectively, and appreciable fractions of Cd, Zn, Cu, and Cr in the tailings were present in the acid soluble form. Batch and column leaching tests consistently showed that significant quantities of heavy metals could be released from the mine tailings. Based on the results of column leaching tests, it was estimated that the average fluxes of Cr, Ni, Cu, Zn, As, Cd, and Pb from the mine tailings at the studied mining district leached by precipitation were 3.20, 38.3, 12.5, 1.52×104, 104, 1.08, and 9.26g/ha/yr, respectively. The metal-rich tailing leachate would impact the quality of surface water and soils downhill of the mining district, and pose significant potential ecological risk to the farmland soils, which are irrigated by local surface water. These findings indicate the importance of tailings as a source of heavy metals in the mining districts of south China with heavy precipitation, as well as the need for mitigating the releases of heavy metals and the associated environmental impact from abandoned mine tailings.
Collapse
Affiliation(s)
- Ping Wang
- MOE Laboratory for Earth Surface Processes, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China
| | - Zehang Sun
- State Key Laboratory of Organic Geochemistry, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China
| | - Yuanan Hu
- MOE Laboratory of Groundwater Circulation and Evolution, School of Water Resources and Environment, China University of Geosciences (Beijing), Beijing 100083, China
| | - Hefa Cheng
- MOE Laboratory for Earth Surface Processes, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China.
| |
Collapse
|
16
|
Sas W, Dzięcioł J, Głuchowski A. Estimation of Recycled Concrete Aggregate's Water Permeability Coefficient as Earth Construction Material with the Application of an Analytical Method. MATERIALS 2019; 12:ma12182920. [PMID: 31509937 PMCID: PMC6766269 DOI: 10.3390/ma12182920] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 08/22/2019] [Accepted: 09/03/2019] [Indexed: 11/24/2022]
Abstract
Creating models based on empirical data and their statistical measurements have been used for a long time in the economic sciences. Increasingly, these methods are used in the technical sciences, such as construction and geotechnical engineering. This allows for reducing the costs of geotechnical research at the design stage. This article presents the research carried out on Recycled Concrete Aggregate (RCA) material with is reclaimed crushed concrete rubble. Permeability tests were carried out using the constant head method. Tests were conducted on blends of RCA with the following particle size ranges: 0.02–16 mm, 0.05–16 mm, 0.1–16 mm, and 0.2–16 mm. The gradients used during the tests were between 0.2 to 0.83, which corresponds to gradients encountered in earth construction and are below the critical gradient. Directly from the tests, the flux velocity for the range of tested gradients were calculated based on filtered water volume measurements. The values of the permeability coefficient (k) were then recalculated. Finally, statistical methods were used to determine which physical parameters of the tested material affect the permeability coefficient. The physical parameters selected from the statistical analysis were used to create a model describing the phenomenon. The model can be used to determine the permeability coefficient for a mixed RCA material. The article ends with conclusions and proposals concerning the use of models and the limits of their applicability.
Collapse
Affiliation(s)
- Wojciech Sas
- Water Centre Laboratory, Faculty of Civil and Environmental Engineering, Warsaw University of Life Sciences, 02-787 Warsaw, Poland.
| | - Justyna Dzięcioł
- Water Centre Laboratory, Faculty of Civil and Environmental Engineering, Warsaw University of Life Sciences, 02-787 Warsaw, Poland.
| | - Andrzej Głuchowski
- Water Centre Laboratory, Faculty of Civil and Environmental Engineering, Warsaw University of Life Sciences, 02-787 Warsaw, Poland.
| |
Collapse
|
17
|
Maia MB, De Brito J, Martins IM, Silvestre JD. Toxicity of Recycled Concrete Aggregates: Review on Leaching Tests. ACTA ACUST UNITED AC 2018. [DOI: 10.2174/1874836801812010187] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:The toxicity of building materials can be addressed in the areas of occupational and environ-mental toxicology. In the first case, the harmful effects to workers caused by exposure to a specific substance during building materials production are analysed. In the latter case, the toxic effects of that substance on living organisms is examined.Several studies analysed the environmental impact of concrete production, considering a significant number of concrete constituents and compositions, in order to find ways of minimizing it. However, some of the traditional constituents of concrete may be potentially hazardous, presenting different levels of toxicity, but only a few studies are focused on this area. Still, and in order to reduce the potential environmental impact, studies have already started on the incorporation of alternative raw materials, which may affect concrete toxicity.It is important to develop more concrete toxicity studies analysing different mixes and constituents, in order to identify several ways of minimizing the potential toxicity of this construction material.Objective:Different procedures and results of the leaching tests of Recycled Concrete Aggregates (RCA) from previous studies will be presented and discussed in this paper.Method:The ecotoxicological characterization of materials is based on the analysis of the eluates resulting from leaching tests. There are several researches that apply different experimental leaching procedures according to existing standards and others with some variations in the standard test conditions: particle size, duration of the test, among others.Results and conclusion:The main characteristics of RCA that affect the results of the leaching tests will be identified.
Collapse
|
18
|
Maresca A, Hyks J, Astrup TF. Long-term leaching of nutrients and contaminants from wood combustion ashes. WASTE MANAGEMENT (NEW YORK, N.Y.) 2018; 74:373-383. [PMID: 29246665 DOI: 10.1016/j.wasman.2017.11.056] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Revised: 10/13/2017] [Accepted: 11/30/2017] [Indexed: 06/07/2023]
Abstract
With increasing amounts of woody biomass being combusted for energy purposes worldwide, more wood ash is being generated and needs management. As an alternative to landfilling, residues may be utilised for liming and fertilising purposes on forest soils. Comprehensive evaluations of long-term leaching from these residues are needed in order to assess potential environmental impacts associated with their utilisation. Two Danish wood ash samples, one fly ash and one mixed ash (a combination of fly ash and bottom ash), were evaluated in long-term percolation column tests (up to L/S ∼2000 L/kg), in order to quantify the release of major, minor and trace metal(loid)s. While columns of three different lengths were used, the leaching of individual elements could be described as a function of the L/S ratio - irrespective of the column length. At L/S 1000 L/kg, the cumulative releases of K, S, Na, Ca and Rb were at 40-100% of their respective solid contents, followed by Ba, Cr, Sb, Sr and V at 15-40% and Al, Mg, Zn, Cd, Co, Fe, Pb, Tl, Mn and P at < 5%. Speciation calculations indicated that (i) the observed concentrations of Ca, Mg, Al, Ba, Si and sulphate from both ash types could be described through the dissolution/precipitation of a limited set of minerals and that (ii) leaching of silicates should be included in long-term assessment of alkalinity release from wood ashes. Non-equilibrium conditions were indicated by flow interruptions. However, the presence of non-equilibrium did not have significant effect on the calculated cumulative releases at high L/S ratios. Based on the assessment of cumulative releases at L/S 10 L/kg and L/S 1000 L/kg it is concluded that low L/S-based data may not provide sufficient background for prediction of long-term release from wood ash, in particular for Ba, Cr, Sb and V, and less critically also for As, Cd, Cu, Mo and Ni.
Collapse
Affiliation(s)
- A Maresca
- Technical University of Denmark, Department of Environmental Engineering, Building 115, Bygningstorvet, 2800 Kgs. Lyngby, Denmark.
| | - J Hyks
- Danish Waste Solutions ApS, Agern Allé 3, 2970 Hørsholm, Denmark
| | - T F Astrup
- Technical University of Denmark, Department of Environmental Engineering, Building 115, Bygningstorvet, 2800 Kgs. Lyngby, Denmark
| |
Collapse
|
19
|
Di Gianfilippo M, Hyks J, Verginelli I, Costa G, Hjelmar O, Lombardi F. Leaching behaviour of incineration bottom ash in a reuse scenario: 12years-field data vs. lab test results. WASTE MANAGEMENT (NEW YORK, N.Y.) 2018; 73:367-380. [PMID: 28822612 DOI: 10.1016/j.wasman.2017.08.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 07/19/2017] [Accepted: 08/08/2017] [Indexed: 05/07/2023]
Abstract
Several types of standardized laboratory leaching tests have been developed during the past few decades to evaluate the leaching behaviour of waste materials as a function of different parameters, such as the pH of the eluate and the liquid to solid ratio. However, the link between the results of these tests and leaching data collected from the field (e.g. in disposal or reuse scenarios) is not always straightforward. In this work, we compare data obtained from an on-going large scale field trial, in which municipal solid waste incineration bottom ash is being tested as road sub-base material, with the results obtained from percolation column and pH-dependence laboratory leaching tests carried out on the bottom ash at the beginning of the test. The comparisons reported in this paper show that for soluble substances (e.g. Cl, K and SO4), percolation column tests can provide a good indication of the release expected in the field with deviations usually within a factor of 3. For metals characterized by a solubility-controlled release, i.e. that depends more on eluate pH than the liquid to solid ratio applied, the results of pH-dependence tests describe more accurately the eluate concentration trends observed in the field with deviations that in most cases (around 80%) are within one order of magnitude (see e.g. Al and Cd). The differences between field and lab-scale data might be in part ascribed to the occurrence in the field of weathering reactions (e.g. carbonation) but also to microbial decomposition of organic matter that modifying leachate pH affect the solubility of several constituents (e.g. Ca, Ba and Cr). Besides, weathering reactions can result in enhanced adsorption of fulvic acids to iron/aluminum (hydr)oxides, leading to a decrease in the leaching of fulvic acids and hence of elements such as Cu, Ni and Pb that strongly depend on DOC leaching. Overall, this comparison shows that percolation column tests and pH-dependence tests can represent a reliable screening tool to derive data that could be employed in risk-based analysis or life cycle assessment (LCA) frameworks for evaluating potential environmental impacts deriving from specific disposal/reuse options for waste materials.
Collapse
Affiliation(s)
- Martina Di Gianfilippo
- Laboratory of Environmental Engineering, Department of Civil Engineering and Computer Science Engineering, University of Rome "Tor Vergata", Via del Politecnico 1, 00133 Rome, Italy
| | - Jiri Hyks
- Danish Waste Solutions ApS, Agern Allé 3, DK-2970 Hørsholm, Denmark
| | - Iason Verginelli
- Laboratory of Environmental Engineering, Department of Civil Engineering and Computer Science Engineering, University of Rome "Tor Vergata", Via del Politecnico 1, 00133 Rome, Italy
| | - Giulia Costa
- Laboratory of Environmental Engineering, Department of Civil Engineering and Computer Science Engineering, University of Rome "Tor Vergata", Via del Politecnico 1, 00133 Rome, Italy.
| | - Ole Hjelmar
- Danish Waste Solutions ApS, Agern Allé 3, DK-2970 Hørsholm, Denmark
| | - Francesco Lombardi
- Laboratory of Environmental Engineering, Department of Civil Engineering and Computer Science Engineering, University of Rome "Tor Vergata", Via del Politecnico 1, 00133 Rome, Italy
| |
Collapse
|
20
|
Yin K, Dou X, Ren F, Chan WP, Chang VWC. Statistical comparison of leaching behavior of incineration bottom ash using seawater and deionized water: Significant findings based on several leaching methods. JOURNAL OF HAZARDOUS MATERIALS 2018; 344:635-648. [PMID: 29112922 DOI: 10.1016/j.jhazmat.2017.11.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Revised: 10/10/2017] [Accepted: 11/02/2017] [Indexed: 06/07/2023]
Abstract
Bottom ashes generated from municipal solid waste incineration have gained increasing popularity as alternative construction materials, however, they contains elevated heavy metals posing a challenge for its free usage. Different leaching methods are developed to quantify leaching potential of incineration bottom ashes meanwhile guide its environmentally friendly application. Yet, there are diverse IBA applications while the in situ environment is always complicated, challenging its legislation. In this study, leaching tests were conveyed using batch and column leaching methods with seawater as opposed to deionized water, to unveil the metal leaching potential of IBA subjected to salty environment, which is commonly encountered when using IBA in land reclamation yet not well understood. Statistical analysis for different leaching methods suggested disparate performance between seawater and deionized water primarily ascribed to ionic strength. Impacts of leachant are metal-specific dependent on leaching methods and have a function of intrinsic characteristics of incineration bottom ashes. Leaching performances were further compared on additional perspectives, e.g. leaching approach and liquid to solid ratio, indicating sophisticated leaching potentials dominated by combined geochemistry. It is necessary to develop application-oriented leaching methods with corresponding leaching criteria to preclude discriminations between different applications, e.g., terrestrial applications vs. land reclamation.
Collapse
Affiliation(s)
- Ke Yin
- Residue and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore
| | - Xiaomin Dou
- Residue and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore
| | - Fei Ren
- Residue and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore
| | - Wei-Ping Chan
- Residue and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore.
| | - Victor Wei-Chung Chang
- Residue and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore; Department of Civil Engineering, 23 College Walk, Monash University, Victoria 3800, Australia
| |
Collapse
|
21
|
Maresca A, Hyks J, Astrup TF. Recirculation of biomass ashes onto forest soils: ash composition, mineralogy and leaching properties. WASTE MANAGEMENT (NEW YORK, N.Y.) 2017; 70:127-138. [PMID: 28947146 DOI: 10.1016/j.wasman.2017.09.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Revised: 07/26/2017] [Accepted: 09/09/2017] [Indexed: 06/07/2023]
Abstract
In Denmark, increasing amounts of wood ashes are generated from biomass combustion for energy production. The utilisation of ashes on top of forest soil for liming purposes has been proposed asan alternative to landfilling. Danish wood ash samples were collected and characterised with respect to chemical composition, mineralogy and leaching properties (batch leaching at L/S 2 and 10L/kg, and pH-dependent leaching at 10L/kg). Large variations in the ash liming properties were observed (ANC7.5: 1.8-6.4meqH+/g), indicating that similar soil application dosages may result in different liming effects. High contents of Ca, Si, P, K and Mg were observed in all samples, while the highest contents of S and N were found in fly ashes and mixed ashes (combination of fly and bottom ashes). Similarly, the highest contents of some trace metals, e.g. Cd, Mo and Se, were observed for fly ash. Releases of major, minor and trace elements were affected significantly by pH: high releases of PO43-, Mg, Zn, Cu and Cd were found for acidic conditions relevant to forest soils, while the highest releases of Mo and Cr were observed in alkaline conditions. Mineral phases were selected based on XRD analyses and the existing literature, and they were applied as inputs for the geochemical modelling of pH-dependent leaching. Mineral dissolution was found adequate for a wide range of major elements and nutrients, while the description of trace elements could be done only for parts of the pH-range. Content and leaching of PAHs were observed below detection limits. The source-term release of Ca, K, Mg, Mn, and P in acidic conditions relevant to forest soils was higher than ten years of atmospheric deposition, in contrast to the relatively low release of Al, Fe and Na. The potential release of Cd was found to be the most critical element compared with soil quality criteria, whereas the maximum theoretical loads of Ba, Cd, Cr, Sr, Mo, Ni, Pb, Sb, Se, Sn and V were relatively low.
Collapse
Affiliation(s)
- A Maresca
- Technical University of Denmark, Department of Environmental Engineering, Building 115, Bygningstorvet, 2800 Kgs. Lyngby, Denmark.
| | - J Hyks
- Danish Waste Solutions ApS, Agern Allé 3, 2970 Hørsholm, Denmark
| | - T F Astrup
- Technical University of Denmark, Department of Environmental Engineering, Building 115, Bygningstorvet, 2800 Kgs. Lyngby, Denmark
| |
Collapse
|
22
|
Engelsen CJ, van der Sloot HA, Petkovic G. Long-term leaching from recycled concrete aggregates applied as sub-base material in road construction. THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 587-588:94-101. [PMID: 28238429 DOI: 10.1016/j.scitotenv.2017.02.052] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2016] [Revised: 02/06/2017] [Accepted: 02/06/2017] [Indexed: 06/06/2023]
Abstract
In the present study, the metal leaching from recycled concrete aggregates (RCA) used in road sub-base is presented after >10years of exposure. The released levels of inorganic constituents, the effect of small variation of pH and the use of de-icing salt during winter season were studied. In addition, speciation modelling for the major elements has been provided. The pH varied from 7.5 to 8.5 for the sub-base constructed with RCA whereas the pH of around 8 was obtained for the test section not affected by the traffic and de-icing salts. Despite a small variation in pH, the leachability of Al, Ca and Mg was found to be strongly dependent on pH and fair agreement between the measured and predicted concentrations was obtained. The speciation modelling indicated that gibbsite, calcite and magnesite controlled the solubility of Al, Ca and Mg, respectively, which was in agreement with the expected carbonation products. Due to the larger pH fluctuations in the test sections exposed to the road traffic, increased concentrations were observed for the oxyanions. The same effect was not seen for the trace metal cations Cd, Cu, Ni, Pb and Zn. The distinct pH dependent leaching profile (solubility maximum in the mildly basic pH region) for vanadium could be seen after 10years of exposure. The simplified risk assessment showed that the released quantities did not exceed the chosen acceptance criteria for groundwater and fresh water. The results obtained for the test section not influenced by road dust and de-icing salts, complied with these criteria even without considering any dilution effects caused by the mixing of pore water with groundwater.
Collapse
Affiliation(s)
- Christian J Engelsen
- SINTEF Building and Infrastructure, PO Box 124, Blindern, NO-0314, Oslo, Norway.
| | - Hans A van der Sloot
- Hans van der Sloot Consultancy, Dorpsstraat 216, 1721 BV Langedijk, The Netherlands.
| | - Gordana Petkovic
- Norwegian Public Roads Administration, PO Box 8142 Dep, NO-0033 Oslo, Norway.
| |
Collapse
|
23
|
Finkel M, Grathwohl P. Impact of pre-equilibration and diffusion limited release kinetics on effluent concentration in column leaching tests: Insights from numerical simulations. WASTE MANAGEMENT (NEW YORK, N.Y.) 2017; 63:58-73. [PMID: 27919562 DOI: 10.1016/j.wasman.2016.11.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 10/28/2016] [Accepted: 11/22/2016] [Indexed: 06/06/2023]
Abstract
Column leaching tests have become a standard method for assessing leaching of pollutants from materials used, e.g., for road and railway constructions and in landscaping measures. Column tests showed to be practical in laboratories yielding robust and reproducible results. However, considerable uncertainty still exists related particularly to the degree of equilibration of the pore water with the solids during preparation (pre-equilibration) and percolation of the column. We analyse equilibration time scales and sensitivity of concentrations in column leachate with respect to initial conditions in a series of numerical experiments covering a broad spectrum of material and solute properties. Slow release of pollutants from solid materials is described by a spherical diffusion model of kinetic sorption accounting for multiple grain size fractions and sorption capacities. Results show that the cumulative concentrations are rather independent of the pre-equilibration level for a broad spectrum of parameter settings, e.g. if intra-particle porosity is high, grain size is small, or if the sorption coefficient is large. Sensitivity increases with decreasing liquid solid ratios and contact time during percolation. Significant variations with initial column conditions are to be expected for material and compound properties leading to slow release kinetics. In these cases, sensitivity to initial conditions may have to be considered.
Collapse
Affiliation(s)
- Michael Finkel
- University of Tübingen, Faculty of Science, Center for Applied Geoscience, Hölderlinstr. 12, 72074 Tübingen, Germany.
| | - Peter Grathwohl
- University of Tübingen, Faculty of Science, Center for Applied Geoscience, Hölderlinstr. 12, 72074 Tübingen, Germany
| |
Collapse
|
24
|
Pecorini I, Baldi F, Bacchi D, Carnevale EA, Corti A. Leaching behaviour of hazardous waste under the impact of different ambient conditions. WASTE MANAGEMENT (NEW YORK, N.Y.) 2017; 63:96-106. [PMID: 27810123 DOI: 10.1016/j.wasman.2016.10.037] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Revised: 09/23/2016] [Accepted: 10/24/2016] [Indexed: 06/06/2023]
Abstract
The overall objective of this study is to provide an improved basis for the assessment of the leaching behaviour of waste marked as hazardous partly stabilised (European waste catalogue code 19 03 04∗). Four samples of hazardous partly stabilised waste were subjected to two leaching tests: up-flow column tests and batch equilibrium tests. The research was carried out in two directions: the first aims at comparing the results of the two experimental setups while the second aims at assessing the impact of different ambient conditions on the leaching behaviour of waste. Concerning this latter objective the effect of mesophilic temperature, mechanical constraints and acid environment were tested through column percolation tests. Results showed no significant differences between batch and column leaching test outcomes when comparing average concentrations calculated at a liquid to solid ratio of 10:1 l kg-1 TS. Among the tested ambient conditions, the presence of an acid environment (pH=4.5) accelerated the leaching process resulting in a higher cumulative released quantity measured on the majority of the investigated polluting substances. On the contrary, the effect of temperature and mechanical constraints seemed to not affect the process showing final contents even lower than values found for the standard test. This result was furthermore confirmed by the application of the principal component analysis.
Collapse
Affiliation(s)
- Isabella Pecorini
- DIEF, Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50139 Florence, Italy.
| | - Francesco Baldi
- DIEF, Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50139 Florence, Italy
| | - Donata Bacchi
- DIEF, Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50139 Florence, Italy
| | - Ennio Antonio Carnevale
- DIEF, Department of Industrial Engineering, University of Florence, Via Santa Marta 3, 50139 Florence, Italy
| | - Andrea Corti
- DIISM, Department of Information Engineering and Mathematic, University of Siena, Via Roma 56, 56100 Siena, Italy
| |
Collapse
|
25
|
Van Praagh M, Modin H. Leaching of chloride, sulphate, heavy metals, dissolved organic carbon and phenolic organic pesticides from contaminated concrete. WASTE MANAGEMENT (NEW YORK, N.Y.) 2016; 56:352-358. [PMID: 27449537 DOI: 10.1016/j.wasman.2016.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 06/15/2016] [Accepted: 07/06/2016] [Indexed: 06/06/2023]
Abstract
Concrete samples from demolition waste of a former pesticide plant in Sweden were analysed for total contents and leachate concentrations of potentially hazardous inorganic substances, TOC, phenols, as well as for pesticide compounds such as phenoxy acids, chlorophenols and chlorocresols. Leachates were produced by means of modified standard column leaching tests and pH-stat batch tests. Due to elevated contents of chromium and lead, as well as due to high chloride concentrations in the first leachate from column tests at L/S 0.1, recycling of the concrete as a construction material in groundworks is likely to be restricted according to Swedish guidelines. The studied pesticide compounds appear to be relatively mobile at the materials own pH>12, 12, 9 and 7. Potential leaching of pesticide residues from recycled concrete to ground water and surface water might exceed water quality guidelines for the remediation site and the EU Water Framework Directive. Results of this study stress the necessity to systematically study the mechanism behind mobility of organic contaminants from alkaline construction and demolition wastes rather than rely on total content limit values.
Collapse
Affiliation(s)
- M Van Praagh
- Sweco Environment, Drottningtorget 14, Box 286, 211 22 Malmö, Sweden; Centre for Environmental and Climate Research, Sölvegatan 3, 223 62 Lund, Lund University, Sweden.
| | - H Modin
- Sweco Environment, Drottningtorget 14, Box 286, 211 22 Malmö, Sweden
| |
Collapse
|
26
|
Butera S, Trapp S, Astrup TF, Christensen TH. Soil retention of hexavalent chromium released from construction and demolition waste in a road-base-application scenario. JOURNAL OF HAZARDOUS MATERIALS 2015; 298:361-367. [PMID: 26148961 DOI: 10.1016/j.jhazmat.2015.06.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Revised: 05/29/2015] [Accepted: 06/10/2015] [Indexed: 06/04/2023]
Abstract
We investigated the retention of Cr(VI) in three subsoils with low organic matter content in laboratory experiments at concentration levels relevant to represent leachates from construction and demolition waste (C&DW) reused as unbound material in road construction. The retention mechanism appeared to be reduction and subsequent precipitation as Cr(III) on the soil. The reduction process was slow and in several experiments it was still proceeding at the end of the six-month experimental period. The overall retention reaction fit well with a second-order reaction governed by actual Cr(VI) concentration and reduction capacity of the soil. The experimentally determined reduction capacities and second-order kinetic parameters were used to model, for a 100-year period, the one-dimensional migration of Cr(VI) in the subsoil under a layer of C&DW. The resulting Cr(VI) concentration would be negligible below 7-70 cm depth. However, in rigid climates and with high water infiltration through the road pavement, the reduction reaction could be so slow that Cr(VI) might migrate as deep as 200 cm under the road. The reaction parameters and the model can form the basis for systematically assessing under which scenarios Cr(VI) from C&DW could lead to an environmental issue for ground- and receiving surface waters.
Collapse
Affiliation(s)
- Stefania Butera
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark.
| | - Stefan Trapp
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark
| | - Thomas F Astrup
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark
| | - Thomas H Christensen
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark
| |
Collapse
|
27
|
Butera S, Christensen TH, Astrup TF. Life cycle assessment of construction and demolition waste management. WASTE MANAGEMENT (NEW YORK, N.Y.) 2015; 44:196-205. [PMID: 26188610 DOI: 10.1016/j.wasman.2015.07.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 06/29/2015] [Accepted: 07/07/2015] [Indexed: 05/12/2023]
Abstract
Life cycle assessment (LCA) modelling of construction and demolition waste (C&DW) management was carried out. The functional unit was management of 1 Mg mineral, source separated C&DW, which is either utilised in road construction as a substitute for natural aggregates, or landfilled. The assessed environmental impacts included both non-toxic and toxic impact categories. The scenarios comprised all stages of the end-of-life management of C&DW, until final disposal of all residues. Leaching of inorganic contaminants was included, as was the production of natural aggregates, which was avoided because of the use of C&DW. Typical uncertainties related to contaminant leaching were addressed. For most impact categories, utilisation of C&DW in road construction was preferable to landfilling; however, for most categories, utilisation resulted in net environmental burdens. Transportation represented the most important contribution for most nontoxic impacts, accounting for 60-95 per cent of these impacts. Capital goods contributed with negligible impacts. Leaching played a critical role for the toxic categories, where landfilling had lower impacts than utilisation because of the lower levels of leachate per ton of C&DW reaching the groundwater over a 100-year perspective. Leaching of oxyanions (As, V and Sb) was critical with respect to leaching. Typical experimental uncertainties in leaching data did not have a pivotal influence on the results; however, accounting for Cr immobilisation in soils as part of the impact assessment was critical for modelling the leaching impacts. Compared with the overall life cycle of building and construction materials, leaching emissions were shown to be potentially significant for toxicity impacts, compared with contributions from production of the same materials, showing that end-of-life impacts and leaching should not be disregarded when assessing environmental impacts from construction products and materials. CO2 uptake in the C&DW corresponding to 15 per cent carbonation could out-balance global warming impacts from transportation; however, carbonation would also likely result in increased toxicity impacts due to higher leaching of oxyanions.
Collapse
Affiliation(s)
- Stefania Butera
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark.
| | - Thomas H Christensen
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark
| | - Thomas F Astrup
- Technical University of Denmark, Department of Environmental Engineering, Building 115, 2800 Lyngby, Denmark
| |
Collapse
|