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Does the diversity of anuran iris patterns have an ecological function or is it just beauty in the eye of the beholder? 无尾目动物虹膜图案的多样性具有生态功能吗?
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-02-24 DOI: 10.1007/s10682-024-10293-5
Kadaba Shamanna Seshadri, S. Gangothri, Maria Thaker

Iris patterns in the animal kingdom are incredibly variable, with anurans having some of the most diverse and intricate patterns. Although the shape and colouration of anuran eyes seem to be correlated with ecological factors, the evolution of iris patterns remains unexplored. We used a large-scale phylogenetic comparison with 960 anuran species to examine the evolutionary and ecological correlates of iris patterns. We classified iris patterns into four broad categories: Reticulated, Plain, Dotted, and Lined, and examined whether iris pattern was correlated with diel activity (diurnal, nocturnal, and cathemeral activity) and habit (aquatic, arboreal, terrestrial, and fossorial) or both. Our analysis suggests that reticulated irises are the most common pattern in anurans and are the most likely ancestral character. The evolution of iris patterns across the anuran phylogeny best matched Brownian expectations, with many transitions between the four pattern types. Iris patterns, however, were mostly uncorrelated with diel activity or habit. The only exception was an association between plain irises and diel activity. Specifically, anurans with plain irises were more likely to be diurnal and less likely to be nocturnal; and the evolution of plain irises seemed to have preceded the evolution of diel activity. Overall, iris patterns across anurans are mostly unrelated to ecological factors, suggesting that this trait may be important for other functions, such as inter- or intra-specific interactions, or that the incredible diversity has evolved through neutral processes. Our findings open avenues for further research, especially to understand the potential adaptive value of the striking ornamentation in iris patterns across taxonomic groups.

动物界的虹膜图案千变万化,其中有尾目动物的虹膜图案最为多样和复杂。虽然有尾目动物眼睛的形状和颜色似乎与生态因素有关,但虹膜图案的进化仍未得到研究。我们对960个无尾目动物物种进行了大规模的系统进化比较,以研究虹膜图案的进化和生态相关性。我们将虹膜图案分为四大类:并研究了虹膜图案是否与昼夜活动(日间活动、夜间活动和短暂活动)和习性(水生、树栖、陆生和化石栖)相关,或者两者都相关。我们的分析表明,网状虹膜是有尾目动物中最常见的图案,也是最有可能的祖先特征。虹膜图案在有尾目动物系统发育过程中的演化最符合布朗期望,四种图案类型之间有许多过渡。不过,虹膜图案大多与日间活动或习性无关。唯一的例外是普通虹膜与昼夜活动有关。具体来说,具有普通虹膜的有尾目动物更可能是昼行动物,而较少是夜行动物;普通虹膜的进化似乎早于昼夜活动的进化。总体而言,无尾类动物的虹膜模式大多与生态因素无关,这表明这一特征可能对其他功能(如种间或种内相互作用)很重要,或者说令人难以置信的多样性是通过中性过程进化而来的。我们的发现为进一步的研究开辟了道路,特别是为了了解不同分类群中虹膜图案中引人注目的装饰性的潜在适应价值。
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引用次数: 0
Capture tolerance: A neglected third component of aposematism? 捕获耐受性:被忽视的无精子症的第三个组成部分?
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-02-20 DOI: 10.1007/s10682-024-10289-1
Thomas N. Sherratt, Amanda Stefan

Aposematism (considered here as an association between conspicuous colour patterns and the presence of a harmful secondary defence) has long been recognized as an anti-predator strategy, with salient traits serving as a warning signal to ward off would-be predators. Here we review evidence for a potentially widespread yet under-explored third component of this defensive syndrome, namely capture tolerance (the ability of the signaller to survive being captured and handled by would-be predators). We begin by collating the (largely anecdotal) available evidence that aposematic species do indeed have more robust bodies than cryptic species which lack harmful secondary defences, and that they are better able to survive being captured. We then present a series of explanations as to why aposematism and capture tolerance may be associated. One explanation is that a high degree of capture tolerance facilitates the evolution of post detection (“secondary”) defences and associated warning signals. However perhaps a more likely scenario is that a high capture tolerance is selected for in defended species, especially if conspicuous, because if they can survive for long enough to reveal their defences then they may be released unharmed. Alternatively, both capture tolerance and secondary defences may arise through independent or joint selection, with both traits subsequently facilitating the evolution of conspicuous warning signals. Whatever its ultimate cause, the three-way association appears widespread and has several key implications, including inhibiting the evolution of automimicry and shaping the evolution of tactile mimicry. Finally, we present a range of research questions and describe the challenges that must be overcome in developing a more critical understanding of the role of capture tolerance in the evolution of anti-predator defences.

长期以来,人们一直认为 "蛛丝马迹"(这里指的是显眼的颜色模式与有害的次级防御之间的关联)是一种反捕食者策略,其显著特征可作为一种警告信号来抵御潜在的捕食者。在此,我们回顾了这一防御综合征的第三个组成部分,即捕获耐受性(发出信号者被捕获并被可能的捕食者处理后的生存能力)的证据。我们首先整理了现有的证据(主要是轶事),这些证据表明,与缺乏有害的次级防御的隐蔽物种相比,信号物种确实拥有更强壮的身体,它们也更有能力在被捕获后存活下来。然后,我们提出了一系列解释,说明为什么无脊椎动物与捕获耐受性可能有关联。一种解释是,高度的捕获耐受性促进了探测后防御("次级")和相关警告信号的进化。不过,更有可能的情况是,有防御能力的物种(尤其是显眼的物种)被选择具有较高的捕获耐受性,因为如果它们能存活足够长的时间以暴露其防御能力,那么它们就可以安然无恙地被释放。另外,耐捕获性和二级防御也可能是通过独立或联合选择产生的,这两种特征随后都促进了明显警告信号的进化。无论其最终原因是什么,三者之间的关联似乎很普遍,并具有一些重要影响,包括抑制自动模仿的进化和影响触觉模仿的进化。最后,我们提出了一系列研究问题,并描述了在更深入地了解捕获耐受性在反捕食者防御进化中的作用时必须克服的挑战。
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引用次数: 0
Sex-specific ventral dichromatism and melanization in harlequin toads (Atelopus): a common but overlooked character of unknown function 哈氏蟾蜍(Atelopus)性别特异性腹部二色性和黑色化:一种常见但被忽视的未知功能特征
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-02-01 DOI: 10.1007/s10682-024-10288-2
Amadeus Plewnia, Stefan Lötters, Samuel Gomides, Massimo De Agrò, Daniela C. Rößler

Hidden colors are a widespread phenomenon in the animal kingdom, particularly in anurans. In some cases, hidden colors are suddenly exposed during defensive displays to startle predators, others seemingly remain hidden—particularly from researchers. Amazonian species of Neotropical harlequin toads (genus Atelopus) show striking and consistent ventral sexual dichromatism where females show and males generally lack melanization. Inspired by these observations we undertook a deeper inquiry across this species-rich genus. We collected data on ventral sexual dichromatism in Atelopus species and scored expression of sex-specific ventral melanization (i.e. black, brown and/or grey coloration). Ventral sexual dichromatism was present throughout the entire range of the genus and in almost all phylogenetic groups. However, there was a clear geographic signal with this trait being most common and widespread in Amazonian Atelopus species. Ventral melanization was correlated with temperature and elevation. Focusing on the Amazonian species, we present hypotheses on potential functions of sexually dimorphic ventral patterns and sex-specific ventral melanization as a baseline to further investigate the dynamics of sexual and natural selection as potential drivers of these traits. Selective pressures on less exposed body parts, such as ventral sides, likely differ considerably from those on dorsal appearance. Given the amount of research on amphibian coloration, it is remarkable how little we know about the evolution, function and underlying mechanisms of ventral appearance. We hope our work will spark more interest in the flip side of amphibians, thereby broadening our understanding of animal coloration.

隐藏颜色是动物界的一种普遍现象,在无尾类动物中尤为常见。在某些情况下,隐藏的颜色会在防御时突然暴露出来,以惊吓捕食者,而另一些隐藏的颜色则似乎一直隐藏着--特别是在研究人员面前。亚马逊河流域的新热带虹彩蟾蜍(Atelopus 属)表现出惊人而一致的腹侧性二色性,雌性表现出黑色,而雄性一般没有黑色。受这些观察结果的启发,我们对这个物种丰富的属进行了更深入的调查。我们收集了 Atelopus 物种腹侧性二色性的数据,并对性别特异性腹侧黑色化(即黑色、棕色和/或灰色)的表达进行了评分。腹侧性二色性存在于该属的整个分布区和几乎所有系统发育群中。然而,在亚马逊河流域的 Atelopus 物种中,这一特征最为常见和普遍,并具有明显的地理信号。腹部黑化与温度和海拔有关。我们以亚马逊河流域的物种为重点,提出了关于性双态腹面模式和性别特异性腹面黑色化潜在功能的假说,并以此为基础进一步研究性选择和自然选择的动态,因为它们是这些性状的潜在驱动因素。腹侧等暴露较少的身体部位所承受的选择性压力可能与背侧外观所承受的选择性压力有很大不同。鉴于对两栖动物体色的研究数量之多,我们对腹面外观的进化、功能和内在机制知之甚少,这一点非常值得注意。我们希望我们的工作能引发人们对两栖动物反面的更多兴趣,从而拓宽我们对动物着色的理解。
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引用次数: 0
Beyond color and pattern: elucidating the factors associated with intraspecific aggression in the mimic poison frog (Ranitomeya imitator) 超越颜色和图案:阐明模仿毒蛙(Ranitomeya imitator)种内攻击的相关因素
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-01-25 DOI: 10.1007/s10682-023-10285-x
Eli Bieri, Andrew O. Rubio, Kyle Summers

Assortative or disassortative aggression – when individuals display more aggression towards conspecifics with similar or different phenotypic characteristics – can either maintain polymorphisms or facilitate gene flow between populations depending on which direction the aggression is aimed. Deciphering which factors elicit or prevent aggression is crucial to improving our knowledge of the origin and maintenance of reproductive barriers and subsequent speciation. The Peruvian mimic poison frog, Ranitomeya imitator, is a monogamous and territorial species that has evolved into four distinct color-pattern morphs in a mimetic radiation. Here we use historical landscape genetic data and competition trials between male individuals sourced from different populations and color-pattern morphs to show that the level of aggression between individuals is not associated with color morph or body size but rather with source population. Individuals spent more time in combat with individuals from their own deme (genetically homogeneous population), irrespective of color morph or size. These findings indicate that genotypic similarity is correlated with increased aggression in R. imitator, though the mechanism by which R. imitator males identify conspecifics as territorial threats remains unclear. As body size and color morph were not significantly associated with aggression levels, this study emphasizes the necessity of further research to identify whether other phenotypic traits are influencing territorial behavior between male frogs, and if these factors play a role in increasing gene flow, or conversely, the formation of reproductive barriers between populations.

同类或异类攻击--当个体对具有相似或不同表型特征的同种生物表现出更多的攻击性时--可以维持多态性或促进种群间的基因流动,这取决于攻击的目标方向。破译哪些因素会引起或阻止攻击行为,对于增进我们对生殖障碍的起源和维持以及随后的物种分化的了解至关重要。秘鲁拟态毒蛙(Ranitomeya imitator)是一种一夫一妻制的领地物种,在拟态辐射中演化出四种不同的颜色形态。在这里,我们利用历史景观遗传数据和来自不同种群和不同颜色形态的雄性个体之间的竞争试验,证明个体之间的攻击程度与颜色形态或体型无关,而是与来源种群有关。无论颜色形态或体型如何,雄性个体都会花更多的时间与来自自己种群(基因相同的种群)的个体作战。这些发现表明,基因型的相似性与模仿雄鼠攻击性的增加有关,但模仿雄鼠将同种个体识别为领地威胁的机制仍不清楚。由于体型和颜色形态与攻击性水平没有显著相关性,本研究强调了进一步研究的必要性,以确定其他表型特征是否影响雄蛙之间的领地行为,以及这些因素是否在增加基因流动或相反地在种群间形成繁殖障碍方面发挥作用。
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引用次数: 0
Home range and notes about social interactions in the poison frog Phyllobates vittatus (Anura: Dendrobatidae) 毒蛙 Phyllobates vittatus(Anura: Dendrobatidae)的家域和社会互动说明
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-01-12 DOI: 10.1007/s10682-023-10284-y
Marina Garrido-Priego, Michelle Monge-Velázquez, Andrew Whitworth, Ivan Gomez-Mestre

Understanding animal movements is vital for gaining insights into species' ecological patterns, habitat preferences, and reproductive strategies. Studies in dendrobatid frogs have revealed that home range behaviours, particularly in species with male parental care, are closely linked to the distribution of reproductive resources. Here we focus on males of the poison frog Phyllobates vittatus, endemic to the southern Pacific of Costa Rica to determine males’ home range size and the degree of overlap between individuals of P. vittatus. Sixteen individuals were tracked using harmonic direction finder over 4–5 days each, revealing an average minimum convex polygon area of 55.7 m2 and a 50% kernel density estimates area of 26.75 m2. Overlapping areas indicated shared home ranges, possibly due to resource distribution. Contrary to prior expectations, we did not observe aggressive encounters between males tracked but we observed one aggressive event between two males carrying tadpoles. Notably, we observed a novel behaviour: a female apparently defending tadpoles from a perceived male intruder. These findings provide important insights into P. vittatus’ behaviour and space use, which are key to developing and implementing conservation strategies, especially considering its vulnerable status and the limited available data on this endemic species.

了解动物的运动对于洞察物种的生态模式、栖息地偏好和繁殖策略至关重要。对石斛蛙的研究表明,家域行为,尤其是雄性亲蛙的家域行为,与繁殖资源的分布密切相关。在这里,我们以哥斯达黎加南太平洋特有的毒蛙Phyllobates vittatus的雄蛙为研究对象,以确定雄蛙的家园范围大小和个体间的重叠程度。使用谐波测向仪对 16 个个体进行了为期 4-5 天的跟踪,发现平均最小凸多边形面积为 55.7 平方米,50% 内核密度估计面积为 26.75 平方米。重叠区域表明它们有共同的家园范围,这可能与资源分布有关。与之前的预期相反,我们没有观察到雄性之间的攻击性相遇,但我们观察到两只携带蝌蚪的雄性之间发生了一次攻击性事件。值得注意的是,我们观察到了一种新的行为:一只雌性蝌蚪显然是为了保护蝌蚪免受雄性入侵者的攻击。这些发现为我们深入了解维特图蛙的行为和空间利用提供了重要依据,这对于制定和实施保护策略至关重要,特别是考虑到其易危的地位以及有关这一特有物种的现有数据有限。
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引用次数: 0
Evidence for an innate basis of prey preference in a desert ambush predator 沙漠伏击掠食者偏好猎物的先天基础证据
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2023-12-22 DOI: 10.1007/s10682-023-10286-w
James D. Emerson, Jerry D. Johnson
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引用次数: 0
Ecological and behavioral correlates of homing performance in the egg-feeding poison frog Oophaga histrionica 食卵毒蛙 Oophaga histrionica 归巢性能的生态和行为相关性
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2023-12-15 DOI: 10.1007/s10682-023-10283-z
Juliana Gómez-Consuegra, Adolfo Amézquita

Homing is the ability to return to previously visited sites, often to the home range. Most studies have focused on the mechanisms used to home, but few have addressed the cost-benefit analysis of homing behavior, e.g., by testing for associations between homing performance and ecological factors. We aimed to study homing ability in males of the poison frog Oophaga histrionica, by testing the general hypothesis that homing performance depends upon potential indicators of territory quality or the risk of losing it. First, we tested whether return time was related to displacement distance, body size, number of courtships during the previous month, or distance to nearest neighbors. 38 out of the 39 displaced males homed, and time to return was inversely related to displacement distance, yet not related to any of the other ecological variables tested. In a second experiment, we tested whether males’ homing performance was affected by adding or removing acoustic cues, to simulate changes in the number, identity, and spatial distribution of neighbors. All of the 41 displaced males homed; 78% homed within six hours, and the remaining 22% returned after six hours. Among the former, males exposed to additional loudspeakers (e.g., neighbors) within their territories and to a loudspeaker broadcasting from their very calling perch (replacement treatment), were found significantly closer to the capture site than males in other treatments. Our results thus indicate that the homing performance of males is affected by the perceived risk of being displaced from their territories.

归巢是指返回以前到过的地点的能力,通常是返回家域。大多数研究都集中于归巢机制,但很少有研究涉及归巢行为的成本效益分析,例如通过测试归巢性能与生态因素之间的关联。我们的目的是研究毒蛙(Oophaga histrionica)雄蛙的归巢能力,通过检验归巢性能取决于领地质量或失去领地风险的潜在指标这一一般假设。首先,我们测试了返回时间是否与迁移距离、体型、前一个月求偶次数或与最近邻居的距离有关。39只流离失所的雄性中,有38只返回了家园,返回时间与迁移距离成反比,但与其他测试的生态变量无关。在第二个实验中,我们测试了增加或减少声学线索是否会影响雄性的归巢表现,以模拟邻居数量、身份和空间分布的变化。41只流离失所的雄性全部归巢;78%的雄性在6小时内归巢,其余22%的雄性在6小时后归巢。在前者中,雄性在其领地内接触到额外的扬声器(如邻居),以及在其非常会叫的栖息地接触到扬声器广播(替代处理)后,发现它们明显比其他处理中的雄性更接近捕获地点。因此,我们的研究结果表明,雄鸟的归巢表现会受到被赶出领地风险的影响。
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引用次数: 0
Intraspecific divergence of sexual size dimorphism and reproductive strategies in a polytypic poison frog 一种多型毒蛙性别大小二态性及繁殖策略的种内分化
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2023-12-02 DOI: 10.1007/s10682-023-10280-2
Lia Schlippe Justicia, Martin Mayer, Ugo Lorioux-Chevalier, Carolin Dittrich, Bibiana Rojas, Mathieu Chouteau

Intraspecific variation in body size, both among populations and between sexes, is an important factor influencing life-history strategies. This variation might be the response to different environmental conditions, as well as natural and sexual selection, and can result in differences in behavior and reproductive strategies among populations. Here, we use the dyeing poison frog (Dendrobates tinctorius) as a model to investigate how interpopulation variation in body size and sexual size dimorphism affects reproductive strategies. As body size increased, sexual size dimorphism also increased, i.e., females were larger than males, and more so in populations with overall larger frogs. This indicates that there is a stronger selection for body size in females than in males, likely as a response to divergent reproductive investment between the sexes. Females from larger-bodied populations produced larger clutches, but the overall number of froglets produced per clutch did not differ among populations. We discuss potential causes and mechanisms that might be responsible for the observed divergence in body size, sexual size dimorphism, and reproductive strategies among populations that likely represent local adaptations. Our findings demonstrate the importance of cross-population studies, cautioning against drawing general conclusions about a species’ ecology without accounting for intraspecific variation.

种群间和性别间的种内体型差异是影响生活史策略的重要因素。这种差异可能是对不同环境条件的反应,以及自然和性选择,并可能导致种群之间行为和繁殖策略的差异。本研究以染毒蛙(dendroates tinctorius)为研究对象,研究了种群间体型差异和雌雄大小二态性对生殖策略的影响。随着体型的增加,雌雄体型的二态性也增加了,即雌性比雄性大,在总体较大的青蛙种群中更是如此。这表明女性对体型的选择比男性更强,这可能是对两性之间不同的生殖投资的一种反应。体型较大的种群的雌蛙产卵数量较多,但每窝产卵的幼崽总数在种群之间没有差异。我们讨论了潜在的原因和机制,可能负责观察到的体型差异,性别大小二态性,和生殖策略之间的群体可能代表的地方适应。我们的发现证明了跨种群研究的重要性,提醒人们不要在不考虑种内变异的情况下就得出关于物种生态的一般结论。
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引用次数: 0
Conspicuous and cryptic poison frogs are picky and prefer different meals in syntopy 显眼和隐蔽的毒蛙都是挑食的,在同宗中喜欢不同的食物
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2023-12-01 DOI: 10.1007/s10682-023-10282-0
Santiago Sánchez-Loja, David A. Donoso, Mónica I. Páez-Vacas

The poison frog family (Anura: Dendrobatidae) consists of species with conspicuous (e.g., warning coloration and toxicity or low palatability) and cryptic (e.g., palatable, and inconspicuous coloration) traits. Previous literature suggests that conspicuous, but not cryptic, species require diet specialization in prey high in alkaloids. To test for dietary preferences of poison frog species, we identified, to the lowest possible taxonomic rank, the diets of 21 Epipedobates darwinwallacei (conspicuous) and 22 Hyloxalus awa (cryptic) frogs living in syntopy in the Otongachi Forest in northwestern Ecuador. We then tested for differences in diet assemblage composition, and diet specialization, in these putatively conspicuous and cryptic frogs. Our analyses showed significant differences in the composition of arthropod assemblages consumed by both frog species, which translated into a narrow niche breadth and nine arthropod taxa (out of a total of 18) consumed by both species. Moreover, the index of relative importance, which measures frog’s diet specialization, suggested that E. darwinwallacei, and H. awa prefer specific arthropod taxa, where the former consumes preferentially springtails and mites, while the latter consumes mostly ants and Coleoptera larvae. Thus, contrary to expectations, diet specialization is not a unique characteristic of the species with conspicuous traits when living in syntopy.

毒蛙科(无尾目:石蛙科)由具有明显(例如,警示色和毒性或低适口性)和隐蔽性(例如,美味和不明显的颜色)特征的物种组成。以前的文献表明,显眼而不是隐蔽的物种需要专门的食物来捕食富含生物碱的猎物。为了测试毒蛙的饮食偏好,我们对生活在厄瓜多尔西北部Otongachi森林的21只Epipedobates darwinwallacei(显眼)和22只Hyloxalus awa(隐蔽)蛙的饮食进行了尽可能低的分类分类。然后,我们在这些假定的显眼和隐蔽的青蛙中测试了饮食组合组成和饮食专业化的差异。我们的分析表明,两种蛙消耗的节肢动物组合组成存在显著差异,这导致两种蛙消耗的生态位宽度较窄,并消耗了9个节肢动物类群(共18个)。此外,衡量蛙类食性的相对重要性指数(relative importance index)表明,E. darwinwallacei和H. awa偏爱特定的节肢动物类群,前者偏爱吃弹尾和螨虫,而后者主要吃蚂蚁和鞘翅目幼虫。因此,与预期相反,饮食专业化并不是生活在合体式环境中具有显著特征的物种的独特特征。
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引用次数: 0
JNplots: an R package to visualize outputs from the Johnson–Neyman technique for categorical and continuous moderators, including options for phylogenetic regressions JNplots:一个R包,用于可视化约翰逊-内曼技术对分类和连续调节器的输出,包括系统发育回归的选项
IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2023-11-27 DOI: 10.1007/s10682-023-10281-1
Ken S. Toyama

The analysis of two-way interactions in linear models is common in the fields of ecology and evolution, being often present in allometric, macroevolutionary, and experimental studies, among others. However, the interpretation of significant interactions can be incomplete when limited to the examination of model coefficients and significance tests. The Johnson–Neyman technique represents a step forward in the interpretation of significant two-way interactions, allowing the user to examine how changes in the moderator variable, it being categorical or continuous, affect the significance of the relationship between the dependent variable and the predictor. Despite its implementation in several software since its initial development, the available options to perform the method lack certain functionality aspects, including the visualization of regions of non-significance when the moderator is categorical, the implementation of phylogenetic corrections, and more intuitive graphical outputs. Here I present the R package JNplots, which aims to fill gaps left by previous software regarding the calculation and visualization of regions of non-significance when fitting two-way interaction models. JNplots includes two basic functions which allow the user to investigate different types of interaction models, including cases where the moderator variable is categorical or continuous. The user can also specify whether the model to explore should be phylogenetically informed and choose a particular phylogenetic correlation structure to be used. Finally, the functions of JNplots produce plots that are largely customizable and allow a more intuitive interpretation of the interaction term. Here I provide a walkthrough on the use of JNplots using three different examples based on empirical data, each representing a different common scenario in which the package can be useful. Additionally, I present the different customization options for the graphical outputs of JNplots.

线性模型中双向相互作用的分析在生态学和进化领域很常见,经常出现在异速生长、宏观进化和实验研究等领域。然而,当仅限于模型系数和显著性检验时,对重要相互作用的解释可能是不完整的。Johnson-Neyman技术代表了重要双向交互解释的一个进步,允许用户检查调节变量的变化,它是分类的或连续的,如何影响因变量和预测因子之间关系的重要性。尽管自最初开发以来在几个软件中实现了该方法,但执行该方法的可用选项缺乏某些功能方面,包括当moderator是分类时不重要区域的可视化,系统发育校正的实现以及更直观的图形输出。在这里,我介绍了R包JNplots,它旨在填补以前的软件在拟合双向交互模型时在计算和可视化非重要区域方面留下的空白。jnplot包括两个基本功能,允许用户研究不同类型的交互模型,包括调节变量是分类或连续的情况。用户还可以指定要探索的模型是否应该具有系统发育信息,并选择要使用的特定系统发育相关结构。最后,jnplot的功能生成的图表在很大程度上是可定制的,并且允许对交互项进行更直观的解释。在这里,我将使用基于经验数据的三个不同示例介绍jnplot的使用,每个示例都代表一个不同的常见场景,在这些场景中包可以发挥作用。此外,我还为jnplot的图形输出提供了不同的自定义选项。
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Evolutionary Ecology
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