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Gómez-Ensastegui C, Avila-Pérez P, García-Rivas JL, Barrera-Díaz CE, Ortiz-Oliveros HB, Martínez-Gallegos S. Evaluation of an aquatic liverwort and terrestrial moss as biomonitors of heavy metals associated with particulate matter. Sci Rep 2025; 15:4127. [PMID: 39900995 PMCID: PMC11791086 DOI: 10.1038/s41598-025-88348-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 01/28/2025] [Indexed: 02/05/2025] Open
Abstract
In this study, the capacity of the aquatic liverwort Ricciocarpus natans L. and the terrestrial moss Entodon serrulatus Mitt. as biomonitors of heavy metals associated with particulate matter from a highly polluted urban area was evaluated, and concentrations in moss tissues were correlated with concentrations of PM10 and PM2.5 present in the atmosphere. The two species were exposed by the moss bag technique to the pollution of the Toluca Valley Metropolitan Area (TVMA) for two periods of 6 months, using the sites of the Automatic Atmospheric Monitoring Network of the Government of the State of Mexico, and were subsequently analyzed using elemental and structural characterization techniques. The results show that mainly the functional groups -OH and -NH, N-H and C-O on the surface of the liverwort and moss participate in the adsorption of heavy elements. The average enrichment factors of Cd and Pb show to be highly enriched (> 10) in the study area while chromium is not enriched (< 2). The statistical results indicate a temporary variation in the concentration of metals and particles in the atmosphere, where there is a lower concentration of these pollutants in the rainy and dry-cold season and a higher concentration in the dry-hot season and a possible association of Cr and Cd with PM10 and PM2.5. In addition, except for Cr, both species accumulate the metals associated with airborne particulate matter at equivalent levels. There is strong association between PM2.5 and PM10 particles and between the metals Cr-Pb-Fe in R. natans and between PM2.5-PM10 and Fe and between Cd-Cr-Pb in E. serrulatus and these pollutants are mainly associated with sampling sites with the highest concentrations of metals in the TVMA. Although terrestrial moss showed slightly better characteristics than aquatic liverwort as a biomonitor of heavy metals associated with atmospheric particles, these differences were not statistically significant for all metals, so both species could be useful for heavy metal biomonitoring in highly polluted urban areas.
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Affiliation(s)
- Clara Gómez-Ensastegui
- Division of Graduate Studies and Research, Technological Institute of Toluca, Metepec, C.P. 50120, México
| | - Pedro Avila-Pérez
- Joint Research Center on Sustainable Chemistry UAEM - UNAM, Estado de México, Carretera Toluca-Atlacomulco, km 14.5, Unidad El Rosedal, Toluca, C.P. 50200, Mexico.
| | - José Luis García-Rivas
- Division of Graduate Studies and Research, Technological Institute of Toluca, Metepec, C.P. 50120, México
| | - Carlos Eduardo Barrera-Díaz
- Joint Research Center on Sustainable Chemistry UAEM - UNAM, Estado de México, Carretera Toluca-Atlacomulco, km 14.5, Unidad El Rosedal, Toluca, C.P. 50200, Mexico
| | | | - Sonia Martínez-Gallegos
- Division of Graduate Studies and Research, Technological Institute of Toluca, Metepec, C.P. 50120, México
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Yu E, Li Y, Li F, He C, Feng X. Source apportionment and influencing factors of surface water pollution through a combination of multiple receptor models and geodetector. ENVIRONMENTAL RESEARCH 2024; 263:120168. [PMID: 39424039 DOI: 10.1016/j.envres.2024.120168] [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: 06/10/2024] [Revised: 10/14/2024] [Accepted: 10/15/2024] [Indexed: 10/21/2024]
Abstract
In line with sustainable development goals (SDGs), precise quantification of water pollution and analysis of environmental interactions are crucial for effectively safeguarding water resources. In this study, Nemerow's pollution index was used to evaluate water quality, three receptor models were used to identify pollution sources, and Geodetector analysis was applied to explore environmental interactions in the North Shangyu Plain, Southeast China. Using 5207 surface water samples from September 2023 with 11 physicochemical parameters, the results showed that surface rivers in the North Shangyu Plain exhibited varying degrees of pollution: slight pollution upstream, moderate pollution in midstream and downstream, and concentrated high pollution in certain areas, with TN, CODCr, and TP as the primary pollutants. Multimethod source apportionment significantly improved the accuracy of pollution source attribution and identified five main sources: domestic sewage (1.42%-3.54%) characterized by NO3-N, phytoplankton source (38.43%-50.05%) indicated by chl and PC, agricultural cultivation (16.1%-17.63%) marked by TP and CODMn, industrial wastewater (17.64%-25.1%) primarily associated with TN, and natural source (10.32%-13.26%) characterized by DO, NH3-N, and CODCr. Influencing factor analysis validated the source identification. Natural factors had minor impacts on water parameters, while pollution control from agricultural activities was suggested to diversify fertilizer types rather than merely reduce quantities. The combined effects of industrial and aquaculture activities intensified pollution from TN, chl, and PC, underscoring the need for targeted management practices. This study showed the objectivity and reliability of using a combined approach of multiple receptor models and Geodetector to evaluate the river water quality status, which helps assist decision-makers in formulating more effective water resource protection strategies.
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Affiliation(s)
- Er Yu
- School of Public Affairs, Institute of Land Science and Property, Zhejiang University, Hangzhou, 310058, China
| | - Yan Li
- School of Public Affairs, Institute of Land Science and Property, Zhejiang University, Hangzhou, 310058, China.
| | - Feng Li
- College of Materials and Environmental Engineering, Hangzhou Dianzi University, Hangzhou, 310018, China.
| | - Congying He
- Ningbo Institute of Oceanography, Ningbo, 315832, China
| | - Xinhui Feng
- School of Public Affairs, Institute of Land Science and Property, Zhejiang University, Hangzhou, 310058, China
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Andersson Stavridis M, Røed SB, Hansen BB, Mikkelsen Ø, Ciesielski TM, Jenssen BM. Tracing the footprints of Arctic pollution: Spatial variations in toxic and essential elements in Svalbard reindeer (Rangifer tarandus platyrhynchus) faeces. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167562. [PMID: 37802349 DOI: 10.1016/j.scitotenv.2023.167562] [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: 08/11/2023] [Revised: 09/29/2023] [Accepted: 10/01/2023] [Indexed: 10/08/2023]
Abstract
The Arctic is an accumulation zone of long-range transported pollution. In addition, local anthropogenic activities further contribute to regional pollution levels. The Svalbard reindeer (Rangifer tarandus platyrhynchus) is a suitable organism for studying and monitoring exposure to anthropogenic pollutants at the base of the terrestrial Arctic food web, and reindeer faeces have been promoted as non-invasive means of biomonitoring contaminant exposure. This study used HR-ICP-MS to analyse levels and composition of 16 elements in Svalbard reindeer faeces (n = 96) and soil (n = 9) from two locations on Svalbard, with the aim to assess whether local anthropogenic pollution influences element bioavailability. One of the sampling areas, the Nordenskiöld coast, is situated on the west coast of Spitsbergen, close to the Arctic Ocean and relatively far from local anthropogenic sources. The other sampling area, Adventdalen, is located further inland and close to Longyearbyen, the largest settlement of the archipelago. There was a significant difference in faecal elemental concentration and composition between the Adventdalen and Nordenskiöld coast reindeer populations. Elements of geogenic origin (e.g., Al, Cu and Fe) were found at higher levels in faeces from Adventdalen. In comparison, levels of Ca, Se and the toxic elements Cd and Pb were higher in faecal samples from the Nordenskiöld coast. The significantly higher levels of faecal Cd and Pb at Nordenskiöld coast may be due to marine input, dietary differences between the populations, or possible anthropogenic influence from the nearby settlement of Barentsburg. There was, however, a decoupling in elemental composition between faecal and soil samples, which may derive from a selective vegetational uptake of elements from the soil. The results suggest that reindeer are exposed to a range of elements and that faeces can be used to monitor the exposure to bioavailable environmental levels of both essential and toxic elements in terrestrial ecosystems.
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Affiliation(s)
- Malin Andersson Stavridis
- Department of Arctic Technology, University Centre in Svalbard (UNIS), P.O. Box 156, N-9171 Longyearbyen, Norway; Department of Biology, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway.
| | - Susanne Brix Røed
- Department of Biology, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway
| | - Brage Bremset Hansen
- Department of Biology, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway; Department of Terrestrial Ecology, Norwegian Institute for Nature Research (NINA), NO-7485 Trondheim, Norway
| | - Øyvind Mikkelsen
- Department of Arctic Technology, University Centre in Svalbard (UNIS), P.O. Box 156, N-9171 Longyearbyen, Norway; Department of Chemistry, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway
| | - Tomasz Maciej Ciesielski
- Department of Arctic Technology, University Centre in Svalbard (UNIS), P.O. Box 156, N-9171 Longyearbyen, Norway; Department of Biology, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway
| | - Bjørn Munro Jenssen
- Department of Arctic Technology, University Centre in Svalbard (UNIS), P.O. Box 156, N-9171 Longyearbyen, Norway; Department of Biology, Norwegian University of Science and Technology (NTNU), NO-7491 Trondheim, Norway.
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Yang Y, Chen Z, Song Y, Yan M, Xue C, Ji J, Ayoko GA, Frost RL. Environmental implication of geochemical record in the Arctic Ny-Ålesund glacial sediment, Svalbard (Norway). THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 880:163255. [PMID: 37031934 DOI: 10.1016/j.scitotenv.2023.163255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 03/30/2023] [Accepted: 03/30/2023] [Indexed: 05/27/2023]
Abstract
Glacial sediments as an important end member of the global dust system, could indicate changes in global climate, aerosols sources, ocean elements, and productivity. With global warming, ice caps shrinking and glaciers retreat at high latitudes have attracted concern. To understand the response of glacier to environment and climate in modern high latitude ice-marginal environments, this paper investigated glacial sediments in the Ny-Ålesund region of the Arctic and clarified the response of polar environmental to global changes through geochemical characteristics of glacial sediments. The results showed that: 1) main factors affecting the elements distribution of the Ny-Ålesund glacial sediments were thought as soil formation, bedrock and weathering, and biological activity; 2) variations of SiO2/Al2O3 and SiO2/Al2O3 + Fe2O3, indicating low weathering of the soil. The ratio of Na2O/K2O indicating a weak chemical weathering, was negatively correlated to the CIA. With the average CIA of Ny-Ålesund glacial sediments for main minerals of quartz, feldspar, and muscovite as well as dolomite and calcite 50.13, which implied glacial sediments at the early stage of chemical weathering and depletion of Ca and Na; 3) the separating effect of stones and soils by stone circle formation due to thermal conductivity and frost heave makes sediments in stone circle have lower chemical weathering with only two main minerals, albite and quartz; 4) changes of carbonate content in sediments with glacier front retreating in different period implied that weathering rate of calcite averagely reached an estimate of 0.0792%wt/year in glacier A. The succession of vegetation made biological weathering become an important driving force for carbonate leaching from glacial sediments. These results and data provide scientifically significant archive for future global change studies.
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Affiliation(s)
- Yanpeng Yang
- Department of Geosciences, Faculty of Land Resource Engineering, Kunming University of Science and Technology, Kunming 650093, Yunnan Province, China
| | - Zhong Chen
- Department of Geosciences, Faculty of Land Resource Engineering, Kunming University of Science and Technology, Kunming 650093, Yunnan Province, China
| | - Yinxian Song
- Department of Geosciences, Faculty of Land Resource Engineering, Kunming University of Science and Technology, Kunming 650093, Yunnan Province, China.
| | - Ming Yan
- Polar Research Institute of China, Shanghai 200136, China.
| | - Chuandong Xue
- Department of Geosciences, Faculty of Land Resource Engineering, Kunming University of Science and Technology, Kunming 650093, Yunnan Province, China
| | - Junfeng Ji
- Key Laboratory of Surficial Geochemistry, Ministry of Education, School of Earth Sciences and Engineering, Nanjing University, Nanjing 210093, China
| | - Godwin A Ayoko
- School of Chemistry and Physics and Centre for The Environment, Queensland University of Technology, 2 George Street, GPO Box 2324, Brisbane, QLD 4001, Australia
| | - Ray L Frost
- School of Chemistry and Physics and Centre for The Environment, Queensland University of Technology, 2 George Street, GPO Box 2324, Brisbane, QLD 4001, Australia
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