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Li D, Deng Y, Liu L, Wang J, Huang Z, Zhang X. Analysis of heavy metal and polycyclic aromatic hydrocarbon pollution characteristics of a typical metal rolling industrial site based on data mining. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2024; 46:146. [PMID: 38578375 DOI: 10.1007/s10653-024-01928-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 02/20/2024] [Indexed: 04/06/2024]
Abstract
With the transformation and upgrading of industries, the environmental problems caused by industrial residual contaminated sites are becoming increasingly prominent. Based on actual investigation cases, this study analyzed the soil pollution status of a remaining sites of the copper and zinc rolling industry, and found that the pollutants exceeding the screening values included Cu, Ni, Zn, Pb, total petroleum hydrocarbons and 6 polycyclic aromatic hydrocarbon monomers. Based on traditional analysis methods such as the correlation coefficient and spatial distribution, combined with machine learning methods such as SOM + K-means, it is inferred that the heavy metal Zn/Pb may be mainly related to the production history of zinc rolling. Cu/Ni may be mainly originated from the production history of copper rolling. PAHs are mainly due to the incomplete combustion of fossil fuels in the melting equipment. TPH pollution is speculated to be related to oil leakage during the industrial use period and later period of vehicle parking. The results showed that traditional analysis methods can quickly identify the correlation between site pollutants, while SOM + K-means machine learning methods can further effectively extract complex hidden relationships in data and achieve in-depth mining of site monitoring data.
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Affiliation(s)
- De'an Li
- Guangdong Laboratory of Soil Pollution Fate and Risk Management in Earth's Critical Zone and Guangdong Key Laboratory of Contaminated Environmental Management and Remediation, Guangdong Provincial Academy of Environmental Science, Guangzhou, 510045, China
| | - Yirong Deng
- Guangdong Laboratory of Soil Pollution Fate and Risk Management in Earth's Critical Zone and Guangdong Key Laboratory of Contaminated Environmental Management and Remediation, Guangdong Provincial Academy of Environmental Science, Guangzhou, 510045, China.
| | - LiLi Liu
- Guangdong Laboratory of Soil Pollution Fate and Risk Management in Earth's Critical Zone and Guangdong Key Laboratory of Contaminated Environmental Management and Remediation, Guangdong Provincial Academy of Environmental Science, Guangzhou, 510045, China
| | - Jun Wang
- Guangdong Laboratory of Soil Pollution Fate and Risk Management in Earth's Critical Zone and Guangdong Key Laboratory of Contaminated Environmental Management and Remediation, Guangdong Provincial Academy of Environmental Science, Guangzhou, 510045, China
| | - Zaoquan Huang
- Guangdong Laboratory of Soil Pollution Fate and Risk Management in Earth's Critical Zone and Guangdong Key Laboratory of Contaminated Environmental Management and Remediation, Guangdong Provincial Academy of Environmental Science, Guangzhou, 510045, China
| | - Xiaolu Zhang
- Guangdong Laboratory of Soil Pollution Fate and Risk Management in Earth's Critical Zone and Guangdong Key Laboratory of Contaminated Environmental Management and Remediation, Guangdong Provincial Academy of Environmental Science, Guangzhou, 510045, China
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Izar GM, Tan TY, Laurino IRA, Nobre CR, Vivas MPM, Gusso-Choueri PK, Felix CSA, Moreno BB, Abessa DMS, de Andrade JB, Martinez ST, da Rocha GO, Albergaria-Barbosa ACR. Plastic pellets make Excirolana armata more aggressive: Intraspecific interactions and isopod mortality differences between populations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 911:168611. [PMID: 37984664 DOI: 10.1016/j.scitotenv.2023.168611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 10/18/2023] [Accepted: 11/14/2023] [Indexed: 11/22/2023]
Abstract
Plastic pellets represent a significant component of microplastic (< 5 mm) pollution. Impacts caused by plastic pellets involve physical harm and toxicity related to ingestion and non-ingestion (such as the release of chemicals in leachates). The latter is the main route of exposure for invertebrate macrobenthic populations. This study aimed to compare the toxicity of plastic pellets in distinct marine macrobenthic populations, considering the influence of sediment characteristics (organic matter and grain size) and quality (contamination by hydrophobic chemicals) on ecotoxicological effects, as well as the influence of color on the toxicity of beach-stranded plastic pellets. We performed three experiments on plastic pellet exposure using Excirolana armata from beaches with high and low pellet density. When exposed to pellets, populations that inhabit beaches without pellets demonstrate higher mortality than those inhabiting beaches with high pellet densities. The mortality of E. armata to pellets was higher when the exposure occurred in sediment with high organic matter (OM), suggesting that chemicals were transferred from pellets to OM. Yellowish beach-stranded pellets induced higher mortality of E. armata than the white tones did. We also observed lethargic (near-dead) and dead individuals being preyed upon by healthy individuals, a cannibalistic behavior that raises an ecological concern regarding the negative effects of this exposure on intraspecific interactions in marine macrobenthic populations.
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Affiliation(s)
- G M Izar
- Interdisciplinary Center of Energy and Environment (CIEnAm), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil; Marine Geochemistry Laboratory, Institute of Geoscience, Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil.
| | - T Y Tan
- Aquaculture and Fisheries Group, Wageningen University & Research, Wageningen, the Netherlands; Wageningen Marine Research, Wageningen University & Research, Yerseke, the Netherlands
| | - I R A Laurino
- Laboratory of Management, Ecology and Marine Conservation/Oceanographic Institute (IO-USP) - Praça Oceanográfico, 191 - Butantã, São Paulo, SP 05508-120, Brazil
| | - C R Nobre
- Institute of Marine Sciences, Federal University of São Paulo (IMar/UNIFESP), Rua Dr. Carvalho de Mendonça, 144, 11070-102, Santos, São Paulo, Brazil
| | - M P M Vivas
- Interdisciplinary Center of Energy and Environment (CIEnAm), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil
| | - P K Gusso-Choueri
- Biosciences Institute, São Paulo State University (UNESP), Praça Infante Dom Henrique, s/n, 11330-900 São Vicente, São Paulo, Brazil; Department of Ecotoxicology, Santa Cecília University, Rua Oswaldo Cruz, 277, 1045-0907 Santos, São Paulo, Brazil
| | - C S A Felix
- Interdisciplinary Center of Energy and Environment (CIEnAm), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil; Institute of Chemistry, Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil
| | - B B Moreno
- Department of Ecotoxicology, Santa Cecília University, Rua Oswaldo Cruz, 277, 1045-0907 Santos, São Paulo, Brazil; Institute of Marine Sciences, Federal University of São Paulo (IMar/UNIFESP), Rua Dr. Carvalho de Mendonça, 144, 11070-102, Santos, São Paulo, Brazil
| | - D M S Abessa
- Biosciences Institute, São Paulo State University (UNESP), Praça Infante Dom Henrique, s/n, 11330-900 São Vicente, São Paulo, Brazil
| | - J B de Andrade
- Interdisciplinary Center of Energy and Environment (CIEnAm), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil; SENAI-CIMATEC, Av. Orlando Gomes, 1845 - Piatã, 41650-010 Salvador, BA, Brazil; National Institute of Science and Technology in Energy and Environment (INCT), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil
| | - S T Martinez
- SENAI-CIMATEC, Av. Orlando Gomes, 1845 - Piatã, 41650-010 Salvador, BA, Brazil
| | - G O da Rocha
- Interdisciplinary Center of Energy and Environment (CIEnAm), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil; Institute of Chemistry, Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil; National Institute of Science and Technology in Energy and Environment (INCT), Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil
| | - A C R Albergaria-Barbosa
- Marine Geochemistry Laboratory, Institute of Geoscience, Federal University of Bahia (UFBA), Rua Barão de Jeremoabo, s/n, Campus Ondina, 40170-115 Salvador, Bahia, Brazil
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Wieringa N, Droge STJ, Ter Laak TL, Nair AAK, Walker K, Verdonschot PFM, Kraak MHS. Combining Passive Sampling and Dosing to Unravel the Contribution of Hydrophobic Organic Contaminants to Sediment Ecotoxicity. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:269-279. [PMID: 38153417 PMCID: PMC10785821 DOI: 10.1021/acs.est.3c07807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/10/2023] [Accepted: 12/11/2023] [Indexed: 12/29/2023]
Abstract
Contaminated sediments are ubiquitous repositories of pollutants and cause substantial environmental risks. Results of sediment bioassays remain difficult to interpret, however, as observed effects may be caused by a variety of (un)known stressors. This study aimed therefore to isolate the effects of hydrophobic organic contaminants from other (non)chemical stressors present in contaminated sediments, by employing a newly developed passive sampling-passive dosing (PSPD) test. The results showed that equilibrium partitioning between pesticides or polyaromatic hydrocarbons (PAHs) in contaminated sediments and a silicone rubber (SR) passive sampler was achieved after 1-3 days. Chlorpyrifos concentrations in pore water of spiked sediment matched very well with concentrations released from the SR into an aqueous test medium, showing that SR can serve as a passive dosing device. Subjecting the 96 h PSPD laboratory bioassay with nonbiting midge (Chironomus riparius) larvae to field-collected sediments showed that at two locations, concentrations of the hydrophobic organic contaminant mixtures were high enough to affect the test organisms. In conclusion, the developed PSPD test was able to isolate the effects of hydrophobic organic contaminants and provides a promising simplified building block for a suite of PSPD tests that after further validation could be used to unravel the contribution of hydrophobic organic chemicals to sediment ecotoxicity.
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Affiliation(s)
- Nienke Wieringa
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Steven T. J. Droge
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Wageningen
Environmental Research, Wageningen University
and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands
| | - Thomas L. Ter Laak
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- KWR
Water Research Institute, Groningenhaven 7, 3433 PE Nieuwegein, The Netherlands
| | - Aishwarya A. K. Nair
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Kelsey Walker
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Piet F. M. Verdonschot
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Wageningen
Environmental Research, Wageningen University
and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands
| | - Michiel H. S. Kraak
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
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4
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Wieringa N, Droge STJ, Bakker AM, Melkert RA, Prast BJ, Verdonschot PFM, Kraak MHS. Enlarging the Arsenal of Test Species for Sediment Quality Assessment. BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2023; 110:55. [PMID: 36790477 PMCID: PMC9931774 DOI: 10.1007/s00128-023-03691-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 01/12/2023] [Indexed: 06/18/2023]
Abstract
Since only a few standard benthic test species are available for sediment quality, our study aimed to employ multiple test species representing different sensitivity categories in the quality assessment of contaminated sediments. To this end three macroinvertebrate species, Sericostoma personatum (caddisfly, sensitivity category 10), Asellus aquaticus (isopod, category 3) and Chironomus riparius (chironomid, category 2), were exposed to sediments originating from various contamination sources in whole sediment bioassays using intact sediment cores. The agricultural sediment caused insect mortality, the agricultural and urban sediment caused isopod growth reduction and the urban and Wastewater Treatment Plant (WWTP) sediment affected chironomid emergence time. It is concluded that the arsenal of standard species can be successfully expanded by non-standard species, reducing over- or underestimation of the risks of contaminated sediments.
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Affiliation(s)
- N Wieringa
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands.
| | - S T J Droge
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands
- Wageningen Environmental Research, Wageningen University and Research, P.O. Box 47, 6700 AA, Wageningen, The Netherlands
| | - A M Bakker
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands
- Wageningen Environmental Research, Wageningen University and Research, P.O. Box 47, 6700 AA, Wageningen, The Netherlands
| | - R A Melkert
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands
| | - B J Prast
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands
| | - P F M Verdonschot
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands
- Wageningen Environmental Research, Wageningen University and Research, P.O. Box 47, 6700 AA, Wageningen, The Netherlands
| | - M H S Kraak
- Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands
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