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Horizontal Distribution of Cadmium in Urban Constructed Wetlands: A Case Study

Author

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  • Zheng Zeng

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Wei-Ge Luo

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Fa-Cheng Yi

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Feng-Yu Huang

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Cheng-Xia Wang

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Yi-Ping Zhang

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Qiang-Qiang Cheng

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

  • Zhe Wang

    (College of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China)

Abstract

Here, we used a radioactive distribution approach for water samples from the Liu Shao Yan constructed wetland to investigate the horizontal advection of cadmium (Cd) in this urban constructed wetland. The objective of this study was to assess the effectiveness of Cd removal in constructed wetlands. Additionally, this study examined the factors affecting the horizontal distribution of Cd. Sediment samples were collected from an enclosed wet area. A predictive advection model was executed using a combination of observed Cd concentrations and predicted Cd concentrations from a genetic algorithm–backpropagation artificial neural network (GA–BPANN). A coefficient of variation was used to assess differences in Cd distribution due to flow rate, precipitation, and water plants. Scanning electronic microscopy–energy dispersive spectrometry (SEM–EDS) results suggested that the plant species Pontederia cordata could absorb Cd, but the influence was negligible. All plants investigated in our experiment were unsuitable for Cd removal. However, predictions from the GA–BPANN algorithm indicated that 13–25% of Cd loading was efficiently removed by constructed wetland, which mainly resulted from sediment sorption, bacterial uptake, and the dilution caused by water advection. Consequently, we conclude that the constructed wetlands are an environmentally friendly and cost-effective technology that can remove Cd to a certain extent.

Suggested Citation

  • Zheng Zeng & Wei-Ge Luo & Fa-Cheng Yi & Feng-Yu Huang & Cheng-Xia Wang & Yi-Ping Zhang & Qiang-Qiang Cheng & Zhe Wang, 2021. "Horizontal Distribution of Cadmium in Urban Constructed Wetlands: A Case Study," Sustainability, MDPI, vol. 13(10), pages 1-14, May.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5381-:d:552584
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    References listed on IDEAS

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    1. Zheng Zeng & Wei-Ge Luo & Zhe Wang & Fa-Cheng Yi, 2021. "Water Pollution and Its Causes in the Tuojiang River Basin, China: An Artificial Neural Network Analysis," Sustainability, MDPI, vol. 13(2), pages 1-17, January.
    2. Mahmut Firat & Mehmet Yurdusev & Mustafa Turan, 2009. "Evaluation of Artificial Neural Network Techniques for Municipal Water Consumption Modeling," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(4), pages 617-632, March.
    3. Pasquale Marcello Falcone, 2020. "Environmental regulation and green investments: the role of green finance," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 14(2), pages 159-173.
    4. Otero, Iago & Kallis, Giorgos & Aguilar, Raül & Ruiz, Vicenç, 2011. "Water scarcity, social power and the production of an elite suburb: The political ecology of water in Matadepera, Catalonia," Ecological Economics, Elsevier, vol. 70(7), pages 1297-1308, May.
    5. Kevin E. Trenberth & Aiguo Dai & Gerard van der Schrier & Philip D. Jones & Jonathan Barichivich & Keith R. Briffa & Justin Sheffield, 2014. "Global warming and changes in drought," Nature Climate Change, Nature, vol. 4(1), pages 17-22, January.
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    Cited by:

    1. Zheng Zeng & Wei-Ge Luo & Fa-Cheng Yi & Zhe Wang, 2021. "Cadmium Uptake, In Vivo Metastasis and Subcellular Environmental Response of Five Wetland Plants Using DFT Method," Sustainability, MDPI, vol. 13(14), pages 1-14, July.
    2. Zhouli Liu & Mengdi Chen & Maosen Lin & Qinglin Chen & Qingxuan Lu & Jing Yao & Xingyuan He, 2022. "Cadmium Uptake and Growth Responses of Seven Urban Flowering Plants: Hyperaccumulator or Bioindicator?," Sustainability, MDPI, vol. 14(2), pages 1-12, January.

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