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Signs of Optimism Beyond 2020 2020年以后的乐观迹象
Q3 Agricultural and Biological Sciences Pub Date : 2020-12-11 DOI: 10.15447/sfews.2020v18iss4art1
S. Luoma
The year 2020 is one we are unlikely to forget. At a time when a global pandemic and an economic collapse drove changing technologies and social and economic inequalities, extreme weather events across the country reminded us, especially here in California, that the effects of a warming earth are undeniable. A tumultuous presidency ended, leaving behind a science establishment uncertain about what lies ahead. Such disruptions add to the concern about the disappearance of journals from the Internet, and so it is only natural that readers might be interested in the status of SFEWS. Even as formidable challenges lie ahead, the stability and resilience of SFEWS as one sign of optimism to carry into 2021.
2020年是我们不太可能忘记的一年。在全球流行病和经济崩溃推动技术变革以及社会和经济不平等的时候,全国各地的极端天气事件提醒我们,特别是在加州,地球变暖的影响是不可否认的。一个动荡的总统任期结束了,留下了一个对未来不确定的科学机构。这种中断增加了人们对期刊从互联网上消失的担忧,因此读者对SFEWS的状况感兴趣是很自然的。尽管未来面临着巨大的挑战,但SFEWS的稳定性和弹性是将其带入2021年的乐观迹象之一。
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引用次数: 0
How to Respond? An Introduction to Current Bay–Delta Natural Resources Management Options 如何回应?当前海湾-三角洲自然资源管理方案简介
Q3 Agricultural and Biological Sciences Pub Date : 2020-09-26 DOI: 10.15447//SFEWS.2020V18ISS3ART1
Ted R. Sommer
Abstracts are not presented with Essays. -The SFEWS Editors
摘要不与随笔一起呈现-SFEWS编辑
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引用次数: 11
Considerations for Multi-Species Fish Passage in California: A Literature Review 加利福尼亚多物种鱼类通道的考虑:文献综述
Q3 Agricultural and Biological Sciences Pub Date : 2020-09-26 DOI: 10.15447/SFEWS.2020V18ISS3ART6
Zoltan Matica
This review serves as a guide to improve multi-species fish passage. Human development along waterways in California during the last 160 years has adversely affected fish populations in many watersheds. Conflicts in water usage will only intensify with modern developments and population growth. Since most past fish-passage improvement efforts in California have focused on salmonids, I summarize the published studies and considerations that affect multi-species fish passage. To be effective, conditions in fishways need to meet the specific hydraulic requirements, as well as abilities, behavior, and size consideration for all fish species being considered. Turbulence, water depth, velocity, passage location, and design of a passage facility are essential elements to successful fish passage. Because of a lack of research on most of the native species, species-specific passage criteria are not fully defined, and it may be helpful to use data for physically similar, surrogate species found in similar habitats.
这篇综述可作为改善多物种鱼类通道的指南。在过去的160年里,加利福尼亚州水道上的人类发展对许多流域的鱼类种群产生了不利影响。用水冲突只会随着现代发展和人口增长而加剧。由于加州过去大多数鱼类通道改善工作都集中在鲑鱼上,我总结了影响多物种鱼类通道的已发表研究和考虑因素。为了有效,鱼道的条件需要满足特定的水力要求,以及考虑所有鱼类的能力、行为和体型。湍流、水深、流速、通道位置和通道设施的设计是成功通过鱼类的基本要素。由于缺乏对大多数本土物种的研究,物种特异性通过标准尚未完全确定,使用在相似栖息地发现的物理相似的替代物种的数据可能会有所帮助。
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引用次数: 0
Disease in Central Valley Salmon: Status and Lessons from Other Systems 中央河谷鲑鱼的疾病:现状和其他系统的教训
Q3 Agricultural and Biological Sciences Pub Date : 2020-09-26 DOI: 10.15447//SFEWS.2020V18ISS3ART2
Brendan Lehman, Rachel C. Johnson, M. Adkison, Oliver T. Burgess, R. Connon, N. Fangue, J. Foott, S. Hallett, Beatriz Martínez-López, Kristina M. Miller, Maureen K. Purcell, N. Som, P. Valdes-Donoso, Alison A. Collins
hinook Salmon (Oncorhynchus tshawytscha) are increasingly vulnerable to anthropogenic activities and climate change, especially at their most southern range in California’s Central Valley. There is considerable interest in understanding stressors that contribute to population decline and in identifying management actions that reduce the effects of those stressors. Along the west coast of North America, disease has been linked to declining numbers of salmonids, and identified as a key stressor that results in mortality. In the Central Valley, targeted studies have revealed extremely high prevalence of infectious agents and disease. However, there has been insufficient monitoring to understand the effect that disease may have on salmon populations. To inform future research, monitoring, and management efforts, a two-day workshop on salmon disease was held at the University of California, Davis (UC Davis) on March 14-15, 2018. This paper summarizes the science presented at this workshop, including the current state of knowledge of salmonid disease in the Central Valley, and current and emerging tools to better understand its effects on salmon. We highlight case studies from other systems where successful monitoring programs have been implemented. First, in the Klamath River where the integration of several data-collection and modeling approaches led to the development of successful management actions, and second in British Columbia where investment in researching novel technologies led to breakthroughs in the understanding of salmon disease dynamics. Finally, we identify key information and knowledge gaps necessary to guide research and management of disease in Central Valley salmon populations.
hinook Salmon (Oncorhynchus tshawytscha)越来越容易受到人为活动和气候变化的影响,尤其是在它们最南部的加利福尼亚中央山谷。人们对了解导致人口下降的压力因素以及确定减少这些压力因素影响的管理措施非常感兴趣。在北美西海岸,疾病与鲑鱼数量的减少有关,并被确定为导致死亡的关键压力源。在中央山谷,有针对性的研究表明,传染性病原体和疾病的发病率极高。然而,没有足够的监测来了解这种疾病可能对鲑鱼种群造成的影响。为了为未来的研究、监测和管理工作提供信息,2018年3月14日至15日在加州大学戴维斯分校(UC Davis)举行了为期两天的鲑鱼疾病研讨会。本文总结了本次研讨会上介绍的科学知识,包括中央山谷鲑科疾病的现状,以及目前和新兴的工具,以更好地了解其对鲑鱼的影响。我们重点介绍了其他系统中成功实施监测项目的案例研究。首先,在克拉马斯河,几种数据收集和建模方法的整合导致制定了成功的管理行动;其次,在不列颠哥伦比亚省,对研究新技术的投资导致对鲑鱼疾病动态的理解取得突破。最后,我们确定了指导中央山谷鲑鱼种群疾病研究和管理所需的关键信息和知识差距。
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引用次数: 13
Reconsidering the Estimation of Salmon Mortality Caused by the State and Federal Water Export Facilities in the Sacramento–San Joaquin Delta, San Francisco Estuary 旧金山河口萨克拉门托-圣华金三角洲州和联邦水出口设施对鲑鱼死亡率的重新估计
Q3 Agricultural and Biological Sciences Pub Date : 2020-09-26 DOI: 10.15447/SFEWS.2020V18ISS3ART3
A. Jahn, E. KierWilliam
Combined water exports from Old River in the south end of California’s San Francisco Estuary (estuary) by state and federal pumping facilities entrain small fishes, including out-migrating juvenile salmon. Both export projects have fish salvage facilities that use behavioral barriers (louvers) in combination with screens to guide fish into collection areas from which they are trucked to release points in the western Delta. Sacramento River-origin Chinook Salmon are regularly taken in the projects’ fish salvage operations. Survival has been estimated within the boundaries of both intake structures, but not in Old River. Prevailing methods for estimating fish losses are based on studies of louver efficiency, near-field survival at the state facility, and assumed survival at the federal facility. The efficiency of the fish salvage operations is affected by several factors, including intake velocity, debris build-up on the louvers and trash racks, and by the omnipresence of predators in front of and within the fish guidance structures. Analysis of existing data suggests that under average conditions, juvenile salmon survive entrainment into the forebay of the state facility at a rate of less than 10%. There is no evidence for better survival at the federal facility. We found no data on predation outside of either the state’s forebay or the federal trash boom, structures which are separated by an approximately 2-km reach of Old River where predation on small fish is thought to be intense. We suggest an improvement to the existing loss estimation, and discuss some features of the studies needed to increase its accuracy and precision.
从加州旧金山河口南端的老河(Old River)通过州和联邦的抽水设施出口的水汇集了小鱼,包括洄游在外的幼鲑鱼。这两个出口项目都有鱼类打捞设施,这些设施使用行为屏障(百叶)和屏幕相结合,引导鱼类进入收集区,然后用卡车将它们运到西部三角洲的放生点。产自萨克拉门托河的奇努克鲑鱼经常在该项目的鱼类打捞作业中被捕获。在这两个取水结构的边界内估计有存活的情况,但在老河没有。估计鱼类损失的常用方法是基于对百叶效率、州设施的近场生存和联邦设施的假设生存的研究。鱼类打捞作业的效率受到几个因素的影响,包括进气速度、百叶和垃圾架上的碎片堆积,以及鱼类引导结构前面和内部无所不在的捕食者。对现有数据的分析表明,在平均条件下,幼鲑鱼被带入国家设施的前湾的存活率不到10%。没有证据表明在联邦设施里生存率更高。我们没有发现该州前湾或联邦垃圾潮以外的捕食数据,这些结构被大约2公里长的老河隔开,在那里对小鱼的捕食被认为是激烈的。我们提出了一种改进现有损失估计的方法,并讨论了提高其准确性和精度所需的一些研究特征。
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引用次数: 3
Forage Fish Larvae Distribution and Habitat Use During Contrasting Years of Low and High Freshwater Flow in the San Francisco Estuary 旧金山河口淡水量高低对比年饲料鱼幼体分布及生境利用
Q3 Agricultural and Biological Sciences Pub Date : 2020-09-26 DOI: 10.15447/SFEWS.2020V18ISS3ART5
L. Grimaldo, Jillian M. Burns, Robert E. Miller, A. Kalmbach, April Smith, Jason L. Hassrick, C. Brennan
Recruitment of estuarine organisms can vary dramatically from year to year with abiotic and biotic conditions. The San Francisco Estuary (California, USA) supports a dynamic ecosystem that receives freshwater flow from numerous tributaries that drain one of the largest watersheds in western North America. In this study, we examined distribution and habitat use of two forage fish larvae of management interest, Longfin Smelt Spirinchus thaleichthys and Pacific Herring Clupea pallasii, during a low-flow and a high-flow year to better understand how their rearing locations (region and habitat) may affect their annual recruitment variability. During the low-flow year, larval and post-larval Longfin Smelt were distributed landward, where suitable salinity overlapped with spawning habitats. During the high-flow year, larval Longfin Smelt were distributed seaward, with many collected in smaller tributaries and shallow habitats of San Francisco Bay. Local spawning and advection from seaward habitats were speculated to be the primary mechanisms that underlie larval Longfin Smelt distribution during the high-flow year. Larval Pacific Herring were more abundant seaward in both years, but a modest number of larvae were also found landward during the low-flow year. Larval Pacific Herring abundance was lower overall in the high-flow year, suggesting advection out of the area or poor recruitment. Future monitoring and conservation efforts for Longfin Smelt and Pacific Herring should recognize that potential mechanisms underlying their recruitment can vary broadly across the San Francisco Estuary in any given year, which suggests that monitoring and research of these two species expand accordingly with hydrologic conditions that are likely to affect their spawning and larval rearing distributions.
河口生物的招募每年都会因非生物和生物条件而发生巨大变化。旧金山河口(美国加利福尼亚州)支持一个充满活力的生态系统,该生态系统接收来自北美西部最大流域之一的众多支流的淡水流。在这项研究中,我们检查了两种具有管理意义的饲料鱼幼虫,长鳍Spirinchus thaleichthys和太平洋鲱鱼Clupea pallasii在低流量和高流量年份的分布和栖息地使用,以更好地了解它们的饲养位置(区域和栖息地)如何影响它们的年度招募变异性。在枯水年,幼虫和幼虫后的长鳍臭都分布在陆地上,那里的适宜盐度与产卵栖息地重叠。在高流量年份,长鳍臭的幼虫向海分布,其中许多是在旧金山湾较小的支流和浅水栖息地采集的。据推测,在高流量年,来自向海栖息地的局部产卵和平流是导致长鳍鱼鳍气味幼虫分布的主要机制。在这两个年份,太平洋鲱鱼向海的幼虫数量更为丰富,但在枯水年,也有少量幼虫向陆上发现。在高流量年份,幼年太平洋鲱鱼的丰度总体较低,这表明平流流出该地区或招募不足。Longfin冶炼厂和太平洋鲱鱼的未来监测和保护工作应认识到,在任何一年,旧金山河口的潜在招募机制都可能存在很大差异,这表明,对这两个物种的监测和研究随着可能影响其产卵和幼虫饲养分布的水文条件而相应扩大。
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引用次数: 15
Farm to Fish: Lessons from a Multi-Year Study on Agricultural Floodplain Habitat 从农场到鱼类:农业洪泛平原栖息地多年研究的经验教训
Q3 Agricultural and Biological Sciences Pub Date : 2020-09-26 DOI: 10.15447/SFEWS.2020V18ISS3ART4
Ted R. Sommer, B. Schreier, J. Louise Conrad, L. Takata, Bjarni Serup, R. Titus, C. Jeffres, E. Holmes, Jacob V. E. Katz
Large areas of California’s historic floodplain have been separated from adjacent river channels by levee construction, allowing the development of an extensive agricultural industry. Based on successful partnerships between agriculture and conservation groups to support migrating waterfowl, we examined whether seasonally flooded rice fields could be modified to provide off-channel rearing habitat for juvenile Chinook Salmon Oncorhynchus tshawytscha. During winter and spring of 2012-2017, we conducted a series of experiments in Yolo Bypass and other regions of California’s Central Valley using hatchery Chinook Salmon as a surrogate for wild Chinook Salmon, the management target for our project. Overall, we found that seasonally flooded fields are highly productive, resulting in significantly higher levels of zooplankton and high Chinook Salmon growth rates as compared to the adjacent Sacramento River. We found similar results for multiple geographical areas in the Central Valley, and in different cover types, such as non-rice crops and fallow areas. Although field substrate type did not detectably affect fish growth and survival, connectivity with upstream and downstream areas appeared to drive fish occupancy, because rearing young salmon were generally attracted to inflow in the fields, and not all of the fish successfully emigrated off the fields without efficient drainage. In general, we faced numerous logistic and environmental challenges to complete our research. For example, periodic unmanaged floods in the Yolo Bypass made it difficult to schedule and complete experiments. During severe drought conditions, we found that managed agricultural habitats produced low and variable salmon survival results, likely because of periodically high temperatures and concentrated avian predation. In addition, our project required substantial landowner time and effort to install and maintain experimental fields. Recent and future infrastructure improvements in Yolo Bypass could substantially improve options for experimental work and broaden efforts to enhance salmon habitat.
加州历史悠久的洪泛平原的大片地区已通过筑堤与邻近的河道分隔开来,从而发展了广泛的农业产业。基于农业和保护组织之间的成功合作,支持迁徙水禽,我们研究了是否可以改造季节性淹水稻田,为奇努克鲑鱼幼鱼提供通道外饲养栖息地。在2012-2017年的冬季和春季,我们在Yolo旁路和加利福尼亚中央山谷的其他地区进行了一系列实验,使用孵卵奇努克鲑鱼作为我们项目管理目标野生奇努克鲑鱼的替代品。总的来说,我们发现季节性淹水的田地产量很高,与邻近的萨克拉门托河相比,浮游动物的水平和奇努克鲑鱼的生长速度明显更高。我们在中央山谷的多个地理区域和不同的覆盖类型(如非水稻作物和休耕区)中发现了类似的结果。虽然田间基质类型对鱼类的生长和存活没有明显影响,但与上游和下游地区的连通性似乎推动了鱼类的占用,因为养殖幼鲑鱼通常被田间的流入所吸引,并且在没有有效排水的情况下,并非所有的鱼都能成功地迁出田地。总的来说,为了完成我们的研究,我们面临着许多物流和环境方面的挑战。例如,Yolo旁路的周期性无管理洪水使计划和完成实验变得困难。在严重干旱条件下,我们发现管理的农业栖息地产生了低和可变的鲑鱼存活结果,可能是因为周期性的高温和集中的鸟类捕食。此外,我们的项目需要大量的土地所有者的时间和精力来安装和维护试验田。Yolo Bypass最近和未来的基础设施改善可以大大改善实验工作的选择,并扩大改善鲑鱼栖息地的努力。
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引用次数: 9
Ecological Effects of Climate-Driven Salinity Variation in the San Francisco Estuary: Can We Anticipate and Manage the Coming Changes? 气候驱动的旧金山河口盐度变化的生态效应:我们能预测和管理即将到来的变化吗?
Q3 Agricultural and Biological Sciences Pub Date : 2020-06-07 DOI: 10.15447/SFEWS.2021V19ISS2ART3
C. Ghalambor, Edwin Grosholtz, E. Gross, K. Jeffries, J. Largier, S. McCormick, Ted R. Sommer, Johnathan Velotta, A. Whitehead
Climate change-driven sea level rise and altered precipitation regimes are predicted to alter patterns of salt intrusion within the San Francisco Estuary. A central question is: Can we use existing knowledge and future projections to predict and manage the anticipated ecological impacts? This was the subject of a 2018 symposium entitled “Ecological and Physiological Impacts of Salinization of Aquatic Systems from Human Activities.” The symposium brought together an inter-disciplinary group of scientists and researchers, resource managers, and policy-makers. Here, we summarize and review the presentations and discussions that arose during the symposium. From a historical perspective, salt intrusion has changed substantially over the past 10,000 years as a result of changing climate patterns, with additional shifts from recent anthropogenic effects. Current salinity patterns in the San Francisco Estuary are driven by a suite of hydrodynamic processes within the given contexts of water management and geography. Based on climate projections for the coming century, significant changes are expected in the processes that determine the spatial and temporal patterns of salinity. Given that native species—including fishes such as the Delta Smelt and Sacramento Splittail—track favorable habitats, exhibit physiological acclimation, and can adaptively evolve, we present a framework for assessing their vulnerability to altered salinity in the San Francisco Estuary. We then present a range of regulatory and structural management tools that are available to control patterns of salinity within the San Francisco Estuary. Finally, we identify major research priorities that can help fill critical gaps in our knowledge about future salinity patterns and the consequences of climate change and sea level rise. These research projects will be most effective with strong linkages and communication between scientists and researchers, resource managers, and policy-makers.
气候变化导致的海平面上升和降水制度的改变预计将改变旧金山河口内盐入侵的模式。一个核心问题是:我们能否利用现有的知识和对未来的预测来预测和管理预期的生态影响?这是2018年题为“人类活动对水生系统盐碱化的生态和生理影响”研讨会的主题。研讨会汇集了一个由科学家和研究人员、资源管理者和决策者组成的跨学科小组。在这里,我们总结和回顾研讨会期间出现的演讲和讨论。从历史的角度来看,在过去的1万年里,由于气候模式的变化,以及最近人为影响的额外变化,盐入侵发生了实质性的变化。在给定的水管理和地理背景下,旧金山河口目前的盐度模式是由一套水动力过程驱动的。根据对下个世纪的气候预估,预计决定盐度时空格局的过程将发生重大变化。考虑到本地物种(包括三角洲鱼和萨克拉门托裂尾鱼等鱼类)能找到有利的栖息地,表现出生理适应,并能适应进化,我们提出了一个框架来评估它们对旧金山河口盐度变化的脆弱性。然后,我们提出了一系列可用于控制旧金山河口盐度模式的监管和结构管理工具。最后,我们确定了主要的研究重点,可以帮助填补我们对未来盐度模式和气候变化和海平面上升的后果的知识的关键空白。如果科学家和研究人员、资源管理者和决策者之间有强有力的联系和沟通,这些研究项目将是最有效的。
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引用次数: 8
Examining Retention-at-Length of Pelagic Fishes Caught in the Fall Midwater Trawl Survey 检查在秋季中水拖网调查中捕获的远洋鱼类的滞留长度
Q3 Agricultural and Biological Sciences Pub Date : 2020-06-07 DOI: 10.15447/SFEWS.2021V19ISS2ART5
L. Mitchell, U. Fish, Randall D. Baxter
The Fall Midwater Trawl Survey has provided data on aquatic organisms in the San Francisco Estuary for over five decades. In 2014–2015, a study was conducted to investigate and quantify the efficiency of this trawl for catching the endangered fish species Delta Smelt (Hypomesus transpacificus). In an analysis based on that study, we calculated retention probability—the probability that a Delta Smelt is retained in the cod end of the trawl—as a function of fish length and fit a selectivity curve reflecting the relationship between size and retention. Here we return to the same gear efficiency study and further utilize the data set by (1) fitting selectivity curves for three additional pelagic fish species: Threadfin Shad (Dorosoma petenense), American Shad (Alosa sapidissima), and Mississippi Silverside (Menidia beryllina), (2) refitting the selectivity curve for Delta Smelt to incorporate between-haul variability, and (3) calculating the lengths of 50% and 95% retention in order to characterize and compare the resulting selectivity curves. We also present retention data on age-0 Striped Bass (Morone saxatilis), all of which were retained in the cod end. We found that Threadfin Shad, American Shad, and Delta Smelt are 95% retained at 45, 49, and 61 mm fork length, respectively. Because data were limited for Mississippi Silverside, American Shad, and age-0 Striped Bass, we used body shape, in conjunction with retention data, to develop hypotheses about selectivity based on whether each species’ body shape resembles that of Threadfin Shad, which are more deep-bodied and laterally compressed, or Delta Smelt, which are more fusiform. We also found that retention-at-length was more variable for Delta Smelt than for Threadfin Shad, potentially because length is a good predictor of retention in deep-bodied, laterally compressed fish whereas maximum girth is a better predictor of retention in fusiform fish.
秋季中水拖网调查提供了旧金山河口50多年来水生生物的数据。2014-2015年,研究人员对这种拖网捕捞濒危鱼类三角洲胡瓜鱼的效率进行了调查和量化。在基于该研究的分析中,我们计算了保留概率——三角洲甜瓜在拖网的鳕鱼末端被保留的概率——作为鱼长度的函数,并拟合了一条反映大小和保留之间关系的选择性曲线。在这里,我们回到相同的渔具效率研究,并进一步利用数据集:(1)拟合另外三种中游鱼类的选择性曲线:Threadfin Shad (Dorosoma petenense), American Shad (Alosa sapidissima)和Mississippi Silverside (Menidia beryllina);(2)重新调整Delta Smelt的选择性曲线,以纳入运输之间的变化;(3)计算50%和95%保留的长度,以表征和比较所得的选择性曲线。我们还提供了0岁条纹鲈鱼(Morone saxatilis)的保留数据,所有这些数据都保留在鳕鱼端。我们发现Threadfin Shad, American Shad和Delta Smelt分别在45,49和61 mm叉长时保留了95%。由于密西西比银鱼、美国鲥鱼和0岁条纹鲈鱼的数据有限,我们使用身体形状,结合保留数据,根据每个物种的身体形状是否与Threadfin Shad(身体更深,横向压缩)或Delta Smelt(身体更梭状)相似,来提出关于选择性的假设。我们还发现,与长尾鱼相比,长尾鱼的保留率变化更大,这可能是因为长度是深身、侧向压缩鱼类保留率的良好预测指标,而最大周长是梭状鱼保留率的更好预测指标。
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引用次数: 6
Use of the SmeltCam as an Efficient Fish Sampling Alternative Within the San Francisco Estuary 在旧金山河口使用熔体摄像机作为一种有效的鱼类取样选择
Q3 Agricultural and Biological Sciences Pub Date : 2020-06-07 DOI: 10.15447/SFEWS.2021V19ISS2ART6
Brock M. Huntsman, Fredrick Feyrer, M. Young
Resource managers often rely on long-term monitoring surveys to detect trends in biological data. However, no survey gear is 100% efficient, and many sources of bias can be responsible for detecting or not detecting biological trends. The SmeltCam is an imaging apparatus developed as a potential sampling alternative to long-term trawling gear surveys within the San Francisco Estuary, California, to reduce handling stress on sensitive species like the Delta Smelt (Hypomesus transpacificus). Although believed to be a reliable alternative to closed cod-end trawling surveys, no formal test of sampling efficiency has been implemented using the SmeltCam. We used a paired deployment of the SmeltCam and a conventional closed cod-end trawl within the Napa River and San Pablo Bay, a Bayesian binomial N-mixture model, and data simulations to determine the sampling efficiency of both deployed gear types to capture a Delta Smelt surrogate (Northern Anchovy, Engraulis mordax) and to test potential bias in our modeling framework. We found that retention efficiency—a component of detection efficiency that estimates the probability a fish is retained by the gear, conditional on gear contact—was slightly higher using the SmeltCam (mean = 0.58) than the conventional trawl (mean = 0.47, Probability SmeltCam retention efficiency > trawl retention efficiency = 94%). We also found turbidity did not affect the SmeltCam’s retention efficiency, although total fish density during an individual tow improved the trawl’s retention efficiency. Simulations also showed the binomial model was accurate when model assumptions were met. Collectively, our results suggest the SmeltCam to be a reliable alternative to sampling with conventional trawling gear, but future tests are needed to confirm whether the SmeltCam is as reliable when applied to taxa other than Northern Anchovy over a greater range of conditions.
资源管理人员经常依靠长期监测调查来发现生物数据的趋势。然而,没有一种调查工具是100%有效的,许多偏见的来源可能导致检测到或不检测到生物趋势。SmeltCam是一种成像设备,作为加州旧金山河口长期拖网渔具调查的潜在采样替代方案,以减少对三角洲冶炼厂(transspacificus)等敏感物种的处理压力。虽然被认为是闭式鳕鱼端拖网调查的可靠替代方案,但尚未使用SmeltCam对采样效率进行正式测试。我们在纳帕河和圣帕布罗湾使用了配对部署的SmeltCam和传统的封闭式鳕鱼端拖网,采用贝叶斯二项n混合模型,并进行数据模拟,以确定两种部署的设备类型的采样效率,以捕获Delta冶炼代理(北凤尾鱼,engrulis mordax),并测试我们建模框架中的潜在偏差。我们发现,保留效率——检测效率的一个组成部分,估计鱼被渔具保留的概率,以渔具接触为条件——使用SmeltCam(平均值= 0.58)比使用传统拖网(平均值= 0.47,概率SmeltCam保留效率>拖网保留效率= 94%)略高。我们还发现浑浊度并不影响SmeltCam的截留效率,尽管单个拖网期间的总鱼密度提高了拖网的截留效率。模拟还表明,当模型假设满足时,二项模型是准确的。总的来说,我们的结果表明,与传统拖网渔具取样相比,SmeltCam是一种可靠的选择,但需要进一步的测试来证实,在更大范围的条件下,当用于除北凤尾鱼以外的分类群时,SmeltCam是否同样可靠。
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引用次数: 2
期刊
San Francisco Estuary and Watershed Science
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