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A Day in the Life of Fish Larvae: Modeling Foraging and Growth Using Quirks

机译:鱼类幼虫生活中的一天:使用怪癖模拟觅食和生长

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摘要

This article introduces “Quirks,” a generic, individual-based model synthesizing over 40 years of empirical and theoretical insights into the foraging behavior and growth physiology of marine fish larvae. In Quirks, different types of larvae are defined by a short list of their biological traits, and all foraging and growth processes (including the effects of key environmental factors) are modeled following one unified set of mechanistic rules. This approach facilitates ecologically meaningful comparisons between different species and environments. We applied Quirks to model young exogenously feeding larvae of four species: 5.5-mm European anchovy (Engraulis encrasicolus), 7-mm Atlantic cod (Gadus morhua), 13-mm Atlantic herring (Clupea harengus), and 7-mm European sprat (Sprattus sprattus). Modeled growth estimates explained the majority of variability among 53 published empirical growth estimates, and displayed very little bias: 0.65%±1.2% d−1 (mean ± standard error). Prey organisms of ∼67% the maximum ingestible prey length were optimal for all larval types, in terms of the expected ingestion per encounter. Nevertheless, the foraging rate integrated over all favorable prey sizes was highest when smaller organisms made up >95% of the prey biomass under the assumption of constant normalized size spectrum slopes. The overall effect of turbulence was consistently negative, because its detrimental influence on prey pursuit success exceeded its beneficial influence on prey encounter rate. Model sensitivity to endogenous traits and exogenous environmental factors was measured and is discussed in depth. Quirks is free software and open source code is provided.
机译:本文介绍“ Quirks”,这是一个基于个体的通用模型,该模型综合了40多年的经验和理论见解,对海水鱼幼虫的觅食行为和生长生理进行了研究。在《怪癖》中,一小段幼虫的生物学特性定义了不同类型的幼虫,并且所有采食和生长过程(包括关键环境因素的影响)均遵循一套统一的机械规则进行建模。这种方法有助于在不同物种和环境之间进行具有生态意义的比较。我们应用Quirks建模了四种外来幼鱼的幼体:5.5毫米欧洲an鱼(Engraulis encrasicolus),7毫米大西洋鳕鱼(Gadus morhua),13毫米大西洋鲱鱼(Clupea harengus)和7毫米欧洲鲱鱼(鲱(sprattus sprattus)。建模的增长估计值解释了53个已发布的经验性增长估计值中的大部分可变性,并且显示出很小的偏差:0.65%±1.2%d -1 (均值±标准误差)。就每次接触的预期摄入量而言,最大可摄取猎物长度约67%的猎物生物对于所有幼体类型都是最佳的。然而,在恒定大小归一化频谱斜率的假设下,当较小的生物占猎物生物量的95%以上时,在所有有利的猎物大小上综合的觅食率最高。湍流的总体影响始终是负面的,因为它对猎物成功的有害影响超过了对猎物遭遇率的有利影响。测量了模型对内源性状和外源环境因素的敏感性,并进行了深入讨论。 Quirks是免费软件,并提供了开源代码。

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