ORIGINAL RESEARCH article

Front. Environ. Sci.

Sec. Toxicology, Pollution and the Environment

Volume 13 - 2025 | doi: 10.3389/fenvs.2025.1604407

Source Apportionment and Ecological Risk of Heavy Metals in Taihu Lake from a spatiotemporal perspective

Provisionally accepted
Guangjing  BaoGuangjing Bao1Chao  JiChao Ji1*Dawei  HouDawei Hou2*Yuanbin  HeYuanbin He1Yan  LiYan Li1Dongmei  LeiDongmei Lei1Xi  FanXi Fan1*
  • 1Yunnan University of Finance And Economics, Kunming, China
  • 2Northeast Agricultural University, Harbin, Heilongjiang Province, China

The final, formatted version of the article will be published soon.

To investigate the source apportionment and ecological risk of heavy metals in water from a spatiotemporal perspective, seven samples were collected and monitored from 2020 to 2022 in Taihu Lake. Correlation analysis and principal component analysis were utilized to identify the sources of heavy metals, while the temporal and spatial characteristics of ecological risks were assessed using the Mann-Kendall test, mean gravity center, and standard-deviation ellipse methods. The results revealed an increasing order of median concentrations for heavy metals as follows: Cd < Pb < Hg < Cu < As < Ni < Zn. These metals were predominantly attributed to industrial and agricultural activities. Overall, the ecological risks posed by heavy metals were considered acceptable, except for Hg, which exhibited considerable potential ecological risk. Furthermore, the potential ecological risk demonstrated a significant decreasing trend, with Z-values passing the 95% confidence interval significance test, except for site S3. The mean gravity centers of the potential ecological risk were located within an ellipse defined by center coordinates (120.2553, 31.3718), a major axis of 44,525 meters, a minor axis of 28,225 meters, and a direction of 0.4463°. This study enriches the research perspectives on ecological risk assessment and provides valuable insights into the development of mitigation strategies for heavy metal pollution in Taihu Lake.

Keywords: Water heavy metals, Potential ecological risk, Mann-Kendall test, Mean gravity center, Standard-deviation ellipse

Received: 03 Apr 2025; Accepted: 11 Jul 2025.

Copyright: © 2025 Bao, Ji, Hou, He, Li, Lei and Fan. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Chao Ji, Yunnan University of Finance And Economics, Kunming, China
Dawei Hou, Northeast Agricultural University, Harbin, 150030, Heilongjiang Province, China
Xi Fan, Yunnan University of Finance And Economics, Kunming, China

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