Mengwei Yang , Guanghua Guan , Yonghong Bi , Yuxuan Zhu , Kang Wang
{"title":"输水渠中水生藻类分离的水力-生态耦合模拟模型","authors":"Mengwei Yang , Guanghua Guan , Yonghong Bi , Yuxuan Zhu , Kang Wang","doi":"10.1016/j.jenvman.2025.125543","DOIUrl":null,"url":null,"abstract":"<div><div>In water delivery canals, aging periphytic algae can detach extensively, causing severe clogging and water quality deterioration. However, current research lacks a clear understanding of the hydraulic threshold for periphytic algal detachment. To fulfill this gap, two hydraulic scouring experiments of varying durations were conducted to investigate the effects of water velocity on periphytic algae growing on concrete substrates, and a new algal dynamic model considering detachment threshold and diminishing returns (DDR model) was proposed. Results revealed that water velocity significantly influenced periphytic algal biomass and community composition, identifying a critical value for algal detachment and diminishing returns in scouring effects. The DDR model used water velocity as the independent variable and demonstrated high simulation accuracy for both short-term and long-term algal biomass (the coefficient of determination (<em>R</em><sup>2</sup>) > 0.72, Relative Root Mean Square Error (RRMSE) < 0.199). Compared to existing models, the DDR increased <em>R</em><sup>2</sup> by up to 67.42 % and reduced RRMSE to 57.92 %. The calibration results indicated that the water velocity threshold depended on the periphytic community. The threshold for Bacillariophyta-rich communities was higher (0.60 m s<sup>−1</sup>), while for Cyanobacteria-rich communities, it was lower (0.12 m s<sup>−1</sup>). It was concluded that including both the scouring threshold and the diminishing returns in the periphytic algal dynamic model was essential for accurately simulating detached algal biomass. These findings provide valuable insights into the regulation and management of periphytic detachment.</div></div>","PeriodicalId":356,"journal":{"name":"Journal of Environmental Management","volume":"384 ","pages":"Article 125543"},"PeriodicalIF":8.0000,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A coupled hydraulic-ecological model for simulating periphytic algal detachment in water delivery canals\",\"authors\":\"Mengwei Yang , Guanghua Guan , Yonghong Bi , Yuxuan Zhu , Kang Wang\",\"doi\":\"10.1016/j.jenvman.2025.125543\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In water delivery canals, aging periphytic algae can detach extensively, causing severe clogging and water quality deterioration. However, current research lacks a clear understanding of the hydraulic threshold for periphytic algal detachment. To fulfill this gap, two hydraulic scouring experiments of varying durations were conducted to investigate the effects of water velocity on periphytic algae growing on concrete substrates, and a new algal dynamic model considering detachment threshold and diminishing returns (DDR model) was proposed. Results revealed that water velocity significantly influenced periphytic algal biomass and community composition, identifying a critical value for algal detachment and diminishing returns in scouring effects. The DDR model used water velocity as the independent variable and demonstrated high simulation accuracy for both short-term and long-term algal biomass (the coefficient of determination (<em>R</em><sup>2</sup>) > 0.72, Relative Root Mean Square Error (RRMSE) < 0.199). Compared to existing models, the DDR increased <em>R</em><sup>2</sup> by up to 67.42 % and reduced RRMSE to 57.92 %. The calibration results indicated that the water velocity threshold depended on the periphytic community. The threshold for Bacillariophyta-rich communities was higher (0.60 m s<sup>−1</sup>), while for Cyanobacteria-rich communities, it was lower (0.12 m s<sup>−1</sup>). It was concluded that including both the scouring threshold and the diminishing returns in the periphytic algal dynamic model was essential for accurately simulating detached algal biomass. These findings provide valuable insights into the regulation and management of periphytic detachment.</div></div>\",\"PeriodicalId\":356,\"journal\":{\"name\":\"Journal of Environmental Management\",\"volume\":\"384 \",\"pages\":\"Article 125543\"},\"PeriodicalIF\":8.0000,\"publicationDate\":\"2025-04-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Environmental Management\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0301479725015191\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Environmental Management","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0301479725015191","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
在输水渠中,老化的周围藻会大量脱落,造成严重的堵塞和水质恶化。然而,目前的研究缺乏对周围藻分离的水力阈值的明确认识。为了填补这一空白,进行了两次不同持续时间的水力冲刷实验,研究了水流速度对混凝土基质上生长的周围植物藻类的影响,并提出了一种考虑分离阈值和收益递减的藻类动力学模型(DDR模型)。结果表明,水流速度显著影响周围藻生物量和群落组成,确定了藻分离的临界值和冲刷效应的递减收益。DDR模型以水流速度为自变量,对藻类生物量的短期和长期均具有较高的模拟精度(决定系数R2 >;0.72,相对均方根误差(RRMSE) <;0.199)。与现有模型相比,DDR可将R2提高67.42%,将RRMSE降低57.92%。标定结果表明,水体流速阈值与周边植物群落有关。富硅藻群落的阈值较高(0.60 m s−1),而富蓝藻群落的阈值较低(0.12 m s−1)。综上所述,在周边藻动态模型中同时考虑冲刷阈值和收益递减是准确模拟离体藻生物量的必要条件。这些发现为周缘脱离的调节和管理提供了有价值的见解。
A coupled hydraulic-ecological model for simulating periphytic algal detachment in water delivery canals
In water delivery canals, aging periphytic algae can detach extensively, causing severe clogging and water quality deterioration. However, current research lacks a clear understanding of the hydraulic threshold for periphytic algal detachment. To fulfill this gap, two hydraulic scouring experiments of varying durations were conducted to investigate the effects of water velocity on periphytic algae growing on concrete substrates, and a new algal dynamic model considering detachment threshold and diminishing returns (DDR model) was proposed. Results revealed that water velocity significantly influenced periphytic algal biomass and community composition, identifying a critical value for algal detachment and diminishing returns in scouring effects. The DDR model used water velocity as the independent variable and demonstrated high simulation accuracy for both short-term and long-term algal biomass (the coefficient of determination (R2) > 0.72, Relative Root Mean Square Error (RRMSE) < 0.199). Compared to existing models, the DDR increased R2 by up to 67.42 % and reduced RRMSE to 57.92 %. The calibration results indicated that the water velocity threshold depended on the periphytic community. The threshold for Bacillariophyta-rich communities was higher (0.60 m s−1), while for Cyanobacteria-rich communities, it was lower (0.12 m s−1). It was concluded that including both the scouring threshold and the diminishing returns in the periphytic algal dynamic model was essential for accurately simulating detached algal biomass. These findings provide valuable insights into the regulation and management of periphytic detachment.
期刊介绍:
The Journal of Environmental Management is a journal for the publication of peer reviewed, original research for all aspects of management and the managed use of the environment, both natural and man-made.Critical review articles are also welcome; submission of these is strongly encouraged.