Biotic and abiotic factors that influence Walleye recruitment in stocked lakes in Michigan

IF 1.3 4区 农林科学 Q3 FISHERIES
Justin Bopp, Seth J. Herbst, Travis O. Brenden, Kevin Wehrly, Jan‐Michael Hessenauer
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Abstract

Abstract Objective In recent decades, widespread evidence of declining Walleye Sander vitreus recruitment in the Midwestern United States has raised concerns about diminishing ecological benefits and fishing opportunities, which in turn has resulted in natural resource agencies using stocking to supplement populations. Success of Walleye stocking events vary; thus, evaluating the external factors that influence recruitment success of Walleye resulting from stocking or natural production is critical for improved management. Methods We evaluated factors influencing the relative recruitment in 98 lakes stocked annually with Walleye by integrating 20 years of stocking data with fisheries assessment and abiotic data. We indexed recruitment as the relative abundance of Walleye cohorts from natural and stocked sources combined and used boosted regression tree modeling to identify variables that are associated with varying recruitment. Result Growing degree‐days at age 1, shoreline development index, mean depth, and degree‐days at age 2 were the most important variables. The boosted regression tree model explained 17% of observed variability in recruitment. A positive relationship between growing degree‐days and Walleye recruitment was observed, whereas shoreline development and lake depth had a negative relationship with recruitment. Secondarily important predictors were lake surface area, spring warming rate, Northern Pike Esox lucius abundance, and degree‐days at age 0. In general, Walleye recruitment was positively associated with these predictors, with the exceptions of spring warming rates >0.3°C/day and being exposed to >3500 degree‐days at age 0. Conclusion Our results indicate that thermal variables in addition to lake characteristics are important recruitment drivers in stocked waters and highlights the potential for resource managers to use this information to prioritize stocking efforts in temperate lakes.
生物和非生物因素影响密歇根州放养湖泊中白眼鱼的繁殖
摘要:近几十年来,美国中西部地区大量证据表明,沙氏眼玻璃体数量下降,这引起了人们对生态效益和捕捞机会减少的担忧,这反过来又导致自然资源机构利用放养来补充种群。红眼放养活动的成功与否各不相同;因此,评估由于放养或自然生产而影响红眼鱼捕捞成功的外部因素对于改进管理至关重要。方法利用20年的放养数据、渔业评估和非生物数据,对98个年放养的淡水鱼相对招募的影响因素进行综合评价。我们将招募数量索引为来自自然资源和库存资源的相对丰度,并使用增强回归树模型来识别与不同招募相关的变量。结果1岁时生长度-天、海岸线发育指数、平均深度和2岁时生长度-天是最重要的变量。增强回归树模型解释了17%的招聘变化。生长度数与滨眼鱼的吸收呈正相关,而岸线发育和湖深与滨眼鱼的吸收呈负相关。其次重要的预测因子是湖泊面积、春季升温速率、北梭鱼丰度和0岁时的度数。总的来说,除了春季变暖率0.3°C/天和0岁时暴露于3500°C/天的环境外,Walleye招募与这些预测因子呈正相关。结论研究结果表明,除了湖泊特征外,热变量也是放养水域重要的增收驱动因素,并强调了资源管理者利用这些信息来确定温带湖泊放养工作的优先次序的潜力。
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来源期刊
CiteScore
2.60
自引率
18.20%
发文量
118
审稿时长
2 months
期刊介绍: The North American Journal of Fisheries Management promotes communication among fishery managers with an emphasis on North America, and addresses the maintenance, enhancement, and allocation of fisheries resources. It chronicles the development of practical monitoring and management programs for finfish and exploitable shellfish in marine and freshwater environments. Contributions relate to the management of fish populations, habitats, and users to protect and enhance fish and fishery resources for societal benefits. Case histories of successes, failures, and effects of fisheries programs help convey practical management experience to others.
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