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T Silva de Sá R, Tesser Antunes Prianti M, Andrade R, Oliveira Silva A, Rodrigues Batista É, Valentim Dos Santos J, Magno Silva F, Aurélio Carbone Carneiro M, Roberto Guimarães Guilherme L, Chakraborty S, C Weindorf D, Curi N, Henrique Godinho Silva S, Teixeira Ribeiro B. Detailed characterization of iron-rich tailings after the Fundão dam failure, Brazil, with inclusion of proximal sensors data, as a secure basis for environmental and agricultural restoration. Environ Res 2023; 228:115858. [PMID: 37062481 DOI: 10.1016/j.envres.2023.115858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 03/27/2023] [Accepted: 04/04/2023] [Indexed: 05/16/2023]
Abstract
Following the Fundão dam failure in Brazil, 60 million m3 of iron-rich tailings were released impacting an extensive area. After this catastrophe, a detailed characterization and monitoring of iron-rich tailings is required for agronomic and environmental purposes. This can be facilitated by using proximal sensors which have been an efficient, fast, and cost-effective tool for eco-friendly analysis of soils and sediments. This work hypothesized that portable X-ray fluorescence (pXRF) spectrometry combined with a pocket-sized (Nix™ Pro) color sensor and benchtop magnetic susceptibilimeter can produce substantial data for fast and clean characterization of iron-rich tailings. The objectives were to differentiate impacted and non-impacted areas (soils and sediments) based on proximal sensors data, and to predict attributes of agronomic and environmental importance. A total of 148 composite samples were collected on totally impacted, partially impacted, and non-impacted areas (natural soils). The samples were analyzed via pXRF to obtain the total elemental composition; via Nix™ Pro color sensor to obtain the red (R), green (G), and blue (B) parameters; and assessed for magnetic susceptibility (MS). The same samples used for analyses via the aforementioned sensors were wet-digested (USEPA 3051a method) followed by ICP-OES quantification of potentially toxic elements. Principal component analysis was performed to differentiate impacted and non-impacted areas. The pXRF data alone or combined with other sensors were used to predict soil agronomic properties and semi-total concentration of potentially toxic elements via random forest regression. For that, samples were randomly separated into modeling (70%) and validation (30%) datasets. The pXRF proved to be an efficient method for rapid and eco-friendly characterization of iron-rich tailings, allowing a clear differentiation of impacted and non-impacted areas. Also, important soil agronomic properties (clay, cation exchange capacity, soil organic carbon, pH and macronutrients availability) and semi-total concentrations of Ba, Pb, Cr, V, Cu, Co, Ni, Mn, Ti, and Li were accurately predicted (based upon the lowest RMSE and highest R2 and RPD values). Sensor data fusion (pXRF + Nix Pro + MS) slightly improved the accuracy of predictions. This work highlights iron-rich tailings from the Fundão dam failure can be in detail characterized via pXRF ex situ, providing a secure basis for complementary studies in situ aiming at identify contaminated hot spots, digital mapping of soil and properties variability, and embasing pedological, agricultural and environmental purposes.
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Affiliation(s)
| | | | - Renata Andrade
- Department of Soil Science, Federal University of Lavras, Lavras, 37200000, Brazil
| | - Aline Oliveira Silva
- Department of Soil Science, Federal University of Lavras, Lavras, 37200000, Brazil
| | | | | | - Fernanda Magno Silva
- Department of Soil Science, Federal University of Lavras, Lavras, 37200000, Brazil
| | | | | | | | - David C Weindorf
- Department of Earth and Atmospheric Sciences, Central Michigan University, Mount Pleasant, MI, 48859, USA
| | - Nilton Curi
- Department of Soil Science, Federal University of Lavras, Lavras, 37200000, Brazil
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de Souza Cardoso AA, Nunes APP, Batista ÉR, Nataren LDCH, Nunes MFPN, Gomes FTDL, Leite ADA, Guilherme LRG, Faquin V, Silva MLDS. Sulfate supply decreases barium availability, uptake, and toxicity in lettuce plants grown in a tropical Ba-contaminated soil. Environ Sci Pollut Res Int 2023; 30:53938-53947. [PMID: 36869946 DOI: 10.1007/s11356-023-25960-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
Barium (Ba) is a non-essential element that can cause toxicity in living organisms and environmental contamination. Plants absorb barium predominantly in its divalent cationic form Ba2+. Sulfur (S) can decrease the availability of Ba2+ in the soil by causing its precipitation as barium sulfate, a compound known for its very low solubility. The objective of this study was to evaluate the effect of soil sulfate supply in soil Ba fractions, as well as on plant growth, and Ba and S uptake by lettuce plants grown in artificially Ba-contaminated soil under greenhouse conditions. The treatments consisted of five Ba doses (0, 150, 300, 450, and 600 mg kg-1 Ba, as barium chloride) combined with three S doses (0, 40, and 80 mg kg-1 S, as potassium sulfate). The treatments were applied to soil samples (2.5 kg) and placed in plastic pots for plant cultivation. The Ba fractions analyzed were extractable-Ba, organic matter-Ba, oxides associated-Ba, and residual-Ba. The results indicate that the extractable-Ba fraction was the main one responsible for Ba bioavailability and phytotoxicity, probably corresponding to the exchangeable Ba in the soil. The dose of 80 mg kg-1 of S reduced extractable-Ba by 30% at higher Ba doses while it increased the other fractions. Furthermore, S supply attenuated the growth inhibition in plants under Ba exposure. Thus, S supply protected the lettuce plants from Ba toxicity by reduction of Ba availability in soil and plant growth enhancement. The results suggest that sulfate supply is a suitable strategy for managing Ba-contaminated areas.
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Affiliation(s)
| | - Ana Paula Pereira Nunes
- Soil Science Department, Federal University of Lavras (ESAL-UFLA), Lavras, MG, 37200-900, Brazil
| | - Éder Rodrigues Batista
- Soil Science Department, Federal University of Lavras (ESAL-UFLA), Lavras, MG, 37200-900, Brazil
| | | | | | | | - Aline do Amaral Leite
- Soil Science Department, Federal University of Lavras (ESAL-UFLA), Lavras, MG, 37200-900, Brazil
| | | | - Valdemar Faquin
- Soil Science Department, Federal University of Lavras (ESAL-UFLA), Lavras, MG, 37200-900, Brazil
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da Silva APV, Silva AO, Lima FRDD, Benedet L, Franco ADJ, Souza JKD, Ribeiro Júnior AC, Batista ÉR, Inda AV, Curi N, Guilherme LRG, Carneiro MAC. Potentially toxic elements in iron mine tailings: Effects of reducing soil pH on available concentrations of toxic elements. Environ Res 2022; 215:114321. [PMID: 36222244 DOI: 10.1016/j.envres.2022.114321] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/05/2022] [Accepted: 09/07/2022] [Indexed: 06/16/2023]
Abstract
Tailings from iron mining are characterized by high concentrations of iron and manganese oxides, as well as high pH values. With these characteristics, most of the potentially toxic elements (PTE) contained in the tailings are somewhat unavailable. The aim of the present study was to evaluate how a reduction in the pH of iron mine tailings may affect PTE availabilities. The tailings were collected on the banks of the Gualaxo do Norte River (Mariana, MG, Brazil), one of the main areas impacted by the rupture of the Fundão Dam (Barragem de Fundão). A completely randomized experimental design was used, including five pH values (6.4, 5.4, 4.3, 3.7, and 3.4) and five replications. The concentrations of the PTE (Ba, Cr, Cd, Co, Cu, Fe, Mn, Pb, Ni, and Zn) were determined after extraction following different methodologies: USEPA 3051A, DTPA, Mehlich-1, Mehlich-3, and distilled water. A comparison of the available concentrations of the elements in the tailings with those in a soil not impacted by tailings shows that Cr, Cd, Cu, Fe, Mn, Ni, Ba, and Co were higher in the soil impacted by the tailings. The different methods used for evaluating the availability of PTE in the tailings at various pH exhibited the following decreasing order in relation to the quantity extracted: Mehlich-3 > Mehlich-1 > DTPA > distilled water. However, regarding sensitivity to change in pH, the order was DTPA > water > Mehlich-1 > Mehlich-3. The increases in the concentrations of PTE due to the reduction in the pH of the tailings did not lead to concentrations that exceed the limits of Brazilian regulations. The DTPA extractant exhibited higher coefficients of correlation between the PTE concentrations and the pH of the tailings, proving to be suitable for use in areas affected by the deposition of iron mine tailings.
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Affiliation(s)
| | | | | | - Lucas Benedet
- Department of Soil Science, Universidade Federal de Lavras, Lavras, MG, Brazil
| | | | | | | | | | | | - Nilton Curi
- Department of Soil Science, Universidade Federal de Lavras, Lavras, MG, Brazil
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Silva AO, Guimarães AA, Lopez BDO, Zanchi CS, Vega CFP, Batista ÉR, de Souza Moreira FM, da Costa Souza FR, Pinto FA, Dos Santos JV, Carneiro JJ, Siqueira JO, Kemmelmeier K, Guilherme LRG, Rufini M, de Souza Dias Junior M, da Silva Aragão OO, de Castro Borges PH, de Oliveira-Longatti SM, Carneiro MAC. Chemical, physical, and biological attributes in soils affected by deposition of iron ore tailings from the Fundão Dam failure. Environ Monit Assess 2021; 193:462. [PMID: 34216287 DOI: 10.1007/s10661-021-09234-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 06/22/2021] [Indexed: 06/13/2023]
Abstract
Monitoring degraded areas is essential for evaluation of the quality of the rehabilitation process. In this study, we evaluate how the physical and chemical characteristics of the mixture of iron ore tailings with the soil have affected the soil microbial biomass and activity in areas along the Gualaxo do Norte River after the Fundão Dam disaster. Composite soil samples were collected from areas that were impacted (I) and not impacted (NI) by the tailings. The following attributes were evaluated: chemical element content; soil density, porosity, and texture; microbial biomass carbon; basal respiration; and enzyme activity and density of microbial groups (bacteria, actinobacteria, fungi, arbuscular mycorrhizae, phosphate solubilizers, cellulolytic microorganisms, nitrifiers, ammonifiers, and diazotrophs). According to result, the deposition of tailings increased the pH and the soil available P, Cr, Fe, and Mn content and reduced organic matter. The physical and biological attributes were negatively affected, with increases in the silt content and density of the soil, and reduction in macroporosity and in the microbial biomass and activity of the soil (respiration and enzymes) in the impacted area. However, the impacted areas exhibited greater densities of some microbial groups (cellulolytic microorganisms, nitrifiers, and diazotrophic bacteria). Modifications in the organic matter and silt content are the main attributes associated with deposition of the tailings that affected soil microbial biomass and microbial activity. This may affect erosive conditions and the functionality of the ecosystem, indicating an imbalance in this environment. In contrast, the higher density of some microbial groups in the impacted areas show the high rehabilitation potential of these areas.
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Affiliation(s)
- Aline Oliveira Silva
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - Amanda Azarias Guimarães
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - Bruna Daniela Ortiz Lopez
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - Carin Sgobi Zanchi
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | | | - Éder Rodrigues Batista
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | | | | | - Flávio Araújo Pinto
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - Jessé Valentim Dos Santos
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - Joana Junqueira Carneiro
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - José Oswaldo Siqueira
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | - Karl Kemmelmeier
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
| | | | - Márcia Rufini
- Soil Science Department, Federal University of Lavras, Gerais State, Lavras, Minas, 37200-900, Brazil
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Batista ÉR, Carneiro JJ, Araújo Pinto F, Dos Santos JV, Carneiro MAC. Environmental drivers of shifts on microbial traits in sites disturbed by a large-scale tailing dam collapse. Sci Total Environ 2020; 738:139453. [PMID: 32531582 DOI: 10.1016/j.scitotenv.2020.139453] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/12/2020] [Accepted: 05/13/2020] [Indexed: 06/11/2023]
Abstract
This study aimed to assess the most affected traits related to microbial ecophysiology and activity and investigate its relationships with environmental drivers in mine tailings spilled from the Fundão dam at disturbed sites across Gualaxo do Norte river, Minas Gerais, Brazil. The mine tailings are characterized by increased pH value, silt percentage, and bulk density, while clay percentage, organic carbon (Corg), total nitrogen (Nt), and moisture contents are reduced. Microbial biomass, enzymatic activities (arylsulfatase, β-1,4-glucosidase, acid and alkaline phosphatases), and the total microbial activity potential (FDA hydrolysis) were generally lower in tailings compared to undisturbed reference soil (Und). Enzyme-based indexes (GMea, WMean, and IBRv2) showed microbial communities with significantly lower degradative efficacy in the tailings than Und in all sites (R2 ≥ 0.94, p < 0.001). Non-metric multidimensional scaling and distance-based redundancy analysis revealed that microbial communities exhibited significant differentiation (R2 adjusted = 0.73, p = 0.0001) between mine tailings and Und over the different studied sites, which was strongly influenced by changes on physicochemical properties (pH, Corg and Nt contents, the predominance of small-sized particles of silt, and bulk density) and the presence of Se, Cr, Fe, and Ni, even at low concentrations. Our study suggests that the physicochemical properties and the presence of low bioavailable concentrations of heavy metals in dam tailings promote shifts on microbial communities through reductions in the C storage and biogeochemical cycling of nutrients by these communities compared to those in undisturbed reference soils surrounding and, therefore, has negative implications for the ecosystem functioning.
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Affiliation(s)
- Éder Rodrigues Batista
- Sector of Biology, Microbiology and Soil Biological Processes, Department of Soil Science, Federal University of Lavras (UFLA), Lavras, MG, Brazil
| | - Joana Junqueira Carneiro
- Sector of Biology, Microbiology and Soil Biological Processes, Department of Soil Science, Federal University of Lavras (UFLA), Lavras, MG, Brazil
| | - Flávio Araújo Pinto
- Sector of Biology, Microbiology and Soil Biological Processes, Department of Soil Science, Federal University of Lavras (UFLA), Lavras, MG, Brazil
| | - Jessé Valentim Dos Santos
- Sector of Biology, Microbiology and Soil Biological Processes, Department of Soil Science, Federal University of Lavras (UFLA), Lavras, MG, Brazil
| | - Marco Aurélio Carbone Carneiro
- Sector of Biology, Microbiology and Soil Biological Processes, Department of Soil Science, Federal University of Lavras (UFLA), Lavras, MG, Brazil.
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