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水质、物理生境和流域人为活动对河流生态系统健康的交互影响。

Interactive effects of water quality, physical habitat, and watershed anthropogenic activities on stream ecosystem health.

机构信息

Department of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061, United States; Department of Mining and Minerals Engineering, Virginia Tech, Blacksburg, VA 24061, United States; School of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China; College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China.

Department of Mining and Minerals Engineering, Virginia Tech, Blacksburg, VA 24061, United States.

出版信息

Water Res. 2018 Mar 1;130:69-78. doi: 10.1016/j.watres.2017.11.065. Epub 2017 Nov 30.

Abstract

Ecological degradation of streams remains a major environmental concern worldwide. While stream restoration has received considerable attention, mitigation efforts focused on the improvement of physical habitat have not proven completely effective. Several small-scale studies have emphasized that effective restoration strategies require a more holistic understanding of the variables at play, although the generalization of the findings based on the small-scale studies remains unclear. Using a comprehensive statewide stream monitoring database from West Virginia (WV), a detailed landscape dataset, and a machine learning algorithm, this study explores the interactive impacts of water quality and physical habitat on stream ecosystem health as indicated by benthic macroinvertebrate scores. Given the long history of energy extraction in this region (i.e., coal mining and oil/gas production), investigation of energy extraction influences is highlighted. Our results demonstrate that a combination of good habitat and low specific conductance is generally associated with favorable benthic macroinvertebrate scores, whereas poor habitat combined with water quality conditions typically indicative of high ionic strength are associated with impaired stream status. In addition, streams impacted by both energy extraction and residential development had a higher percentage of impairment compared to those impacted predominantly by energy extraction or residential development alone. While water quality played a more important role in the ecosystem health of streams impacted primarily by energy extraction activities, habitat seems to be more influential in streams impacted by residential development. Together, these findings emphasize that stream restoration strategies should consider interactive effects of multiple environmental stressors tailored to specific sites or site types - as opposed to considering a single stressor or multiple stressors separately.

摘要

溪流的生态退化仍然是全球主要的环境问题之一。虽然溪流恢复已经受到了相当多的关注,但侧重于改善物理生境的缓解措施并不完全有效。一些小规模的研究强调,有效的恢复策略需要更全面地理解起作用的变量,尽管基于小规模研究的发现推广尚不清楚。本研究利用来自西弗吉尼亚州(WV)的全面全州溪流监测数据库、详细的景观数据集和机器学习算法,探讨了水质和物理生境对溪流生态系统健康的相互影响,这些健康状况由底栖大型无脊椎动物评分来表示。鉴于该地区能源开采的悠久历史(即煤炭开采和石油/天然气生产),突出了对能源开采影响的调查。研究结果表明,良好的栖息地和低电导率的组合通常与有利的底栖大型无脊椎动物评分相关,而栖息地较差且水质条件通常表明离子强度较高的情况则与受损的溪流状况相关。此外,与主要受能源开采或住宅开发影响的溪流相比,同时受到能源开采和住宅开发影响的溪流受损比例更高。虽然水质对主要受能源开采活动影响的溪流的生态系统健康起着更重要的作用,但栖息地在受住宅开发影响的溪流中似乎更具影响力。这些发现共同强调,溪流恢复策略应考虑针对特定地点或地点类型的多个环境胁迫因素的交互影响,而不是分别考虑单个胁迫因素或多个胁迫因素。

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