重新检查影响萨克拉门托-圣华金三角洲国家水利项目和中央山谷项目三角洲气味(Hypomesus transpacificus)进入的因素

Q3 Agricultural and Biological Sciences
L. Grimaldo, W. E. Smith, M. Nobriga
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引用次数: 4

摘要

当稀有性增加导致无法检测到濒危物种对环境条件的反应时,管理濒危物种是一项挑战。在旧金山河口,州和联邦列出的三角洲冶炼厂(Hypomesus transpacificus)的数量已降至创纪录的低点,这加剧了人们对州水项目(SWP)和中央山谷项目(CVP)水出口设施夹带的担忧。本研究的目的是:(1)使用更新的概念模型和新的统计方法,重新审视以前在SWP和CVP鱼类收集设施收集的影响成年三角洲气味的因素的工作;以及(2)确定在管理层感兴趣的时间尺度上影响救助的因素。将增强回归树(BRT)模型应用于SWP和CVP的打捞数据,汇总为两个响应类别:“首次冲刷”响应,表示从夹带窗口开始到观察到的打捞量的50%中点的每日打捞量,以及“季节性”响应,包括整个夹带窗口的每日打捞。降水量、亚成虫丰度、Yolo旁路流量和出口最好地解释了SWP和CVP的首次冲洗打捞。季节性模型包括一组相似的影响变量,但与第一次洪水模型相比,降水的相对影响较低。,与CVP相比,Yolo旁通流量对SWP的季节性打捞影响更大;旧河和中河流量对CVP的季节性打捞影响更大。尽管解释打捞的变量重要性等级在首次冲洗和季节性时间尺度之间略有不同,但这项研究表明,打捞受流体动力学、水质和种群丰度的影响最大。BRT模型在预测打捞方面的应用有限,因为自2008年实施联邦保护以来,打捞量一直很低。将实时变量与鱼类行为模型相结合的预测模型可能会改进德尔塔嗅觉管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Re-Examining Factors That Affect Delta Smelt (Hypomesus transpacificus) Entrainment at the State Water Project and Central Valley Project in the Sacramento–San Joaquin Delta
Managing endangered species is challenging when increased rarity leads to an inability to detect their responses to environmental conditions. In the San Francisco Estuary, the state and federally listed Delta Smelt (Hypomesus transpacificus) has declined to record low numbers, elevating concern over entrainment at the State Water Project (SWP) and Central Valley Project (CVP) water export facilities. The objective of this study was to: (1) revisit previous work on factors that affect adult Delta Smelt collected at the SWP and CVP fish collection facilities using updated conceptual models and a new statistical approach; and (2) to determine factors that affect salvage at time-scales of interest to management. Boosted Regression Tree (BRT) models were applied to salvage data at the SWP and CVP, aggregated into two response categories: a “first flush” response that represented daily salvage from the start of the entrainment window to the 50% midpoint of observed salvage, and a “seasonal” response that included daily salvage from the entire entrainment window. Precipitation, sub-adult abundance, Yolo Bypass flow, and exports best explained first flush salvage at both the SWP and CVP. The seasonal models included a similar set of influential variables, but the relative influence of precipitation was lower compared to the first flush models., Yolo Bypass flow was more influential for seasonal salvage at the SWP, compared to the CVP; Old and Middle River flow was more influential for seasonal salvage at the CVP. Although the rank of variable importance that explains salvage differed slightly between first flush and seasonal time-scales, this study suggests that salvage is most influenced by hydrodynamics, water quality, and population abundance. The application of BRT models to predict salvage is limited, because salvage has been low since federal protections were implemented in 2008. Forecast models that integrate real-time variables with fish behavior models may improve Delta Smelt management.
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来源期刊
San Francisco Estuary and Watershed Science
San Francisco Estuary and Watershed Science Environmental Science-Water Science and Technology
CiteScore
2.90
自引率
0.00%
发文量
24
审稿时长
24 weeks
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