Planned maintenance
A system upgrade is planned for 10/12-2024, at 12:00-13:00. During this time DiVA will be unavailable.
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Groundwater environmental forensic investigation combining multivariate statistical techniques and screening analyses
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Geosciences and Environmental Engineering.ORCID iD: 0000-0003-4044-1823
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Geosciences and Environmental Engineering.ORCID iD: 0000-0002-2550-0357
Vatten & Miljökonsulterna i Norr AB, Luleå, Sweden.
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Geosciences and Environmental Engineering. ALS Scandinavia AB, Luleå, Sweden.
Show others and affiliations
2020 (English)In: Environmental Forensics, ISSN 1527-5922, E-ISSN 1527-5930Article in journal (Refereed) Epub ahead of print
Abstract [en]

Heavy metal contamination was identified in groundwater monitoring wells surrounding a waste deposit facility at the Rönnskär Cu–Pb–Zn smelter in Skellefteå, northern Sweden. The main objective of this study is to identify the sources of contamination, utilizing element screening analyses and multivariate statistical techniques. A second objective is to determine the usefulness of these techniques in Environmental Forensics investigations of contaminated groundwater at a complex industrial site. Water samples were collected from four groundwater monitoring wells and six waste deposit cells surrounding the contaminated area. Seventy-two elements are statistically examined and the dataset is reduced to the variables representative of the contaminated source material from the smelting process. A three-component model is identified and explains 88% of the total variation in the dataset. Component 1 includes concentrations of Cd, Co, Ni, Rb, Re, and Zn. This component displays a high correlation with two of the deposit cells and their associated groundwater monitoring wells. Component 2 is comprised of Sb, Cu, and Mo. This component displays a correlation between all monitoring wells and deposits likely due to the high mobility of these elements as oxyanions. Component 3 is dominated by As and displays high correlation to three older deposit cells representing a completely different source than for Components 1 and 2. The application of screening analyses and multivariate statistics in this study has achieved a meaningful identification of sources of contamination in the investigated area. It was also shown to be useful as an initial survey aiming to optimize a full-scale monitoring program at the site.

Place, publisher, year, edition, pages
Taylor & Francis, 2020.
Keywords [en]
Rönnskär, multivariate statistical techniques, principle component analysis, multi-elemental screening, groundwater contamination, heavy metals
National Category
Geochemistry
Research subject
Applied Geochemistry
Identifiers
URN: urn:nbn:se:ltu:diva-81976DOI: 10.1080/15275922.2020.1850571ISI: 000596328500001Scopus ID: 2-s2.0-85097008086OAI: oai:DiVA.org:ltu-81976DiVA, id: diva2:1509616
Funder
Swedish Agency for Economic and Regional GrowthNorrbotten County CouncilAvailable from: 2020-12-14 Created: 2020-12-14 Last updated: 2023-09-05
In thesis
1. Tracing anthropogenic Technology Critical Elements using Environmental Forensics: Case studies at Kallholmsfjärden and the Bothnian Bay, northern Sweden
Open this publication in new window or tab >>Tracing anthropogenic Technology Critical Elements using Environmental Forensics: Case studies at Kallholmsfjärden and the Bothnian Bay, northern Sweden
2021 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The rapidly changing landscape of today's technology industry has increased the number of electronic products being discarded. Society is always on the hunt for the latest product and newest technological advancement, thereby creating a constant influx of older model products into fast-growing waste streams. These products often contain a variety of metals, some of which are in high demand for their importance in technological applications but are in relatively short supply. These technology critical elements (TCE) are often insufficiently researched, and their natural abundance and behavior in environmental systems can be poorly understood or not known. This lack of comprehension creates a difficulty in tracing sources of their dissemination into the environment and an inadequacy in understanding the potential effects on environmental habitats. This thesis is an environmental forensics approach to tracing anthropogenically induced Cd and TCEs in sediments and groundwater in Kallholmsfjärdin, Northern Sweden. This area has been heavily industrialized since the early 1930s by Boliden Mineral AB's Cu-Pb-Zn smelter at Rönnskär. Process operations related to sulfide ore smelting, processing secondary scrap metals, and end-of-life electronics are all investigated. This thesis further attempts to identify anthropogenically induced changes to element mobility and influences on sediments in the Bothnian Bay's deeper basins.

Paper-I was dedicated to tracing heavy metal contamination in groundwater monitoring wells around Rönnskär's waste deposit area. Sources of contamination were identified using multi-element screening analysis and multivariate statistical techniques such as principal component analysis and cluster analysis. Three sources of contamination were ultimately identified in the area. Principle component analysis was suggested to be a suitable method for the initial surveys prior to a full-scale monitoring program. However, to obtain more detailed information on specific element mobility and source identification, reactive-transport modeling and/or isotope analysis should be used.

Paper-II explored the potential of Ta and Nb to serve as tracers for sediment contamination related to the processing of end-of-life electronics at Rönnskär. This paper further investigates changes in mobility related to anthropogenic activity and the possible transport into the Bothnian Bay. Two sediment cores were taken in Kallholm Bay and in the Bothnian Bays deeper basins. Sediments were analyzed using ICP-SFMS and ICP-OES. Identification of fractionated phases was analyzed through a 5-step sequential extraction procedure. The Nb/Ta ratio decreased from 14.5 to 1.7 due to an enrichment of Ta likely resulting from the processing of Ta-capacitor bearing electronics. An anthropogenic influence was also noticed in the partitioning of Ta with an increase in the hydrous ferric oxides (HFOs) and organic matter. This behavior was suggested to be a mechanism of the increase in the mobility of Ta into the Bothnian Bay. However, no increase in Bothnian Bay sediments was seen. 

Paper-III expanded on these results by investigating the remaining TCEs, including the REEs using the same sediments and methods. Several elements were found to increase in the sediments related to sulfide ore smelting (Ge, Te, Tl, and Re) and secondary scrap metal and end-of-life electronic processing (Ta and W). Gallium, Nb, and the REEs showed no influence from anthropogenic activity. Changes in mobility was observed due to anthropogenic influence for Ge, Tl, and Ta. Only Te showed an increase in the deeper Bothnian Bay sediments. 

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2021
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
Keywords
Environmental Forensics, Technology Critical Elements, Sediment Contamination, Groundwater Contamination, Contaminant Tracing
National Category
Geochemistry
Research subject
Applied Geochemistry
Identifiers
urn:nbn:se:ltu:diva-83255 (URN)978-91-7790-785-5 (ISBN)978-91-7790-786-2 (ISBN)
Public defence
2021-04-27, F1031, Luleå, 13:00 (English)
Opponent
Supervisors
Funder
Swedish Agency for Economic and Regional Growth
Available from: 2021-03-15 Created: 2021-03-15 Last updated: 2023-09-05Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full textScopus

Authority records

Sutliff-Johansson, StacyPontér, SimonEngström, EmmaRodushkin, IliaWiderlund, Anders

Search in DiVA

By author/editor
Sutliff-Johansson, StacyPontér, SimonEngström, EmmaRodushkin, IliaWiderlund, Anders
By organisation
Geosciences and Environmental Engineering
In the same journal
Environmental Forensics
Geochemistry

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 279 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf