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Vegetation–climate feedbacks across scales
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-24 DOI: 10.1111/nyas.15286
Diego G. Miralles, Jordi Vilà-Guerau de Arellano, Tim R. McVicar, Miguel D. Mahecha
Vegetation is often viewed as a consequence of long-term climate conditions. However, vegetation itself plays a fundamental role in shaping Earth's climate by regulating the energy, water, and biogeochemical cycles across terrestrial landscapes. It exerts influence by consuming water resources through transpiration and interception, lowering atmospheric CO2 concentration, altering surface roughness, and controlling net radiation and its partitioning into sensible and latent heat fluxes. This influence propagates through the atmosphere, from microclimate scales to the entire atmospheric boundary layer, subsequently impacting large-scale circulation and the global transport of heat and moisture. Understanding the feedbacks between vegetation and atmosphere across multiple scales is crucial for predicting the influence of land use and land cover changes, and for accurately representing these processes in climate models. This review discusses the biophysical and biogeochemical mechanisms through which vegetation modulates climate across spatial and temporal scales. Particularly, we evaluate the influence of vegetation on circulation patterns, precipitation, and temperature, considering both long-term trends and extreme events, such as droughts and heatwaves. Our goal is to highlight the state of science and review recent studies that may help advance our collective understanding of vegetation feedbacks and the role they play in climate.
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引用次数: 0
MI-Mamba: A hybrid motor imagery electroencephalograph classification model with Mamba's global scanning mi -曼巴:一种混合运动图像脑电图分类模型与曼巴的全球扫描
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-22 DOI: 10.1111/nyas.15288
Minghan Guo, Xu Han, Hongxing Liu, Jianing Zhu, Jie Zhang, Yanru Bai, Guangjian Ni
Deep learning has revolutionized electroencephalograph (EEG) decoding, with convolutional neural networks (CNNs) being a predominant tool. However, CNNs struggle with long-term dependencies in sequential EEG data. Models like long short-term memory and transformers improve performance but still face challenges of computational efficiency and long sequences. Mamba, a state space model–based method, excels in modeling long sequences. To overcome the limitations of existing EEG decoding models and exploit Mamba's potential in EEG analysis, we propose MI-Mamba, a model integrating CNN with Mamba for motor imagery (MI) data decoding. MI-Mamba processes multi-channel EEG signals through a single convolutional layer to capture spatial features in the local temporal domain, followed by a Mamba module that processes global temporal features. A fully connected, layer-based classifier is used to derive classification results. Evaluated on two public MI datasets, MI-Mamba achieves 80.59% accuracy in the four-class MI task of the BCI Competition IV 2a dataset and 84.42% in the two-class task of the BCI Competition IV 2b dataset, while reducing parameter count by nearly six times compared to the most advanced previous models. These results highlight MI-Mamba's effectiveness in MI decoding and its potential as a new backbone for general EEG decoding.
深度学习已经彻底改变了脑电图(EEG)解码,卷积神经网络(cnn)是一个主要的工具。然而,cnn在时序脑电图数据的长期依赖性方面存在问题。长短期记忆和变压器等模型提高了性能,但仍然面临计算效率和长序列的挑战。Mamba是一种基于状态空间模型的方法,擅长长序列的建模。为了克服现有脑电图解码模型的局限性,挖掘曼巴在脑电图分析中的潜力,我们提出了一种将CNN和曼巴神经网络集成在一起的运动图像(MI)数据解码模型MI-Mamba。MI-Mamba通过单个卷积层处理多通道脑电图信号,以捕获局部时域的空间特征,然后由一个Mamba模块处理全局时域特征。使用一个全连接的、基于层的分类器来获得分类结果。在两个公共MI数据集上进行评估,MI- mamba在BCI Competition IV 2a数据集的四类MI任务中达到80.59%的准确率,在BCI Competition IV 2b数据集的两类任务中达到84.42%的准确率,同时与之前最先进的模型相比,减少了近6倍的参数计数。这些结果突出了MI- mamba在MI解码中的有效性和作为一般EEG解码新骨干的潜力。
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引用次数: 0
Digital tools and technologies used in food fortification: A scoping review 用于食品营养强化的数字工具和技术:范围审查
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-14 DOI: 10.1111/nyas.15276
Florencia C. Vasta, Valerie M. Friesen, Svenja Jungjohann, Annette M. Nyangaresi, Penjani Mkambula, Taylor Morrison, Fiona Walsh, Mduduzi N. N. Mbuya
Food fortification (i.e., industrial fortification and biofortification) increases the micronutrient content of foods to improve population nutrition. Implementing effective fortification programs requires the generation and use of data to inform decision making. The use of digital tools and technologies (DTTs) for such purposes in broader nutrition programs is growing; however, there is limited consolidation of those used in fortification. This scoping review aimed to identify and describe DTTs used in fortification programs. We searched peer-reviewed and gray literature and conducted 17 stakeholder surveys. We then mapped DTTs identified against the fortification and nutrition data value chains. Of 11,741 articles identified, 158 met the inclusion criteria. From the included articles and stakeholder surveys, 125 DTTs were identified across three categories: software and tooling (n = 58), data and information lifecycle (n = 50), and hardware and infrastructure (n = 17). Gaps were identified in processing, post-harvest storage, aggregation, and transport nodes of the fortification value chain, and data prioritization, translation/dissemination, and decision-making nodes of the nutrition data value chain. DTTs have the potential to address challenges faced by fortification stakeholders to generate and use data to improve program decision making and nutritional impact. Further work is needed to standardize terminology, identify relevant DTTs from other sectors, and explore stakeholder needs.
食品强化(即工业强化和生物强化)增加食品中的微量营养素含量,以改善人口营养。实施有效的防御计划需要生成和使用数据来为决策提供信息。数字工具和技术(DTTs)在更广泛的营养计划中用于此类目的的使用正在增加;然而,有有限的巩固那些用于强化。本综述旨在识别和描述在强化计划中使用的dtt。我们检索了同行评议文献和灰色文献,并进行了17次利益相关者调查。然后,我们根据强化和营养数据价值链绘制了确定的dtt图。在确定的11,741篇文章中,158篇符合纳入标准。从包含的文章和涉众调查中,125个dtt被确定为三个类别:软件和工具(n = 58),数据和信息生命周期(n = 50),以及硬件和基础设施(n = 17)。在强化价值链的加工、收获后储存、聚合和运输节点,以及营养数据价值链的数据优先排序、翻译/传播和决策节点中发现了差距。dtt有潜力解决营养强化利益相关者在生成和使用数据以改善项目决策和营养影响方面面临的挑战。需要开展进一步的工作来标准化术语,从其他部门确定相关的dtd,并探索利益相关者的需求。
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引用次数: 0
Math-anxious people suffer more in math-related events: The perspective of reward processing on motivated behavior 数学焦虑症患者在与数学相关的事件中遭受的痛苦更大:奖励加工对动机行为的影响
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-14 DOI: 10.1111/nyas.15284
Fang Cui, Luwei Dai, Hao He, Jie Liu
Individuals with high math anxiety (HMA) demonstrate a tendency to avoid math-related tasks, a behavior that perpetuates a detrimental cycle of limited practice, poor performance, increased anxiety, and further avoidance. This study delves into the cognitive and neural bases of math avoidance behavior in HMA through the lens of reward processing. In Experiment 1, participants reported their satisfaction level in response to the reward provided after solving an arithmetic problem. In Experiment 2, participants weighed the economic benefits against the cognitive costs of solving a calculation problem. This decision-making process was framed in terms of either retaining or losing some monetary reward, creating positive or negative contexts, respectively. Experiment 1 showed that HMA participants were more punishment-sensitive and less satisfied with incorrect answers. Experiment 2 revealed that HMA individuals were less willing to tackle math challenges when their satisfaction dipped after errors. HMAs exhibited increased math avoidance and a notably reduced P3 amplitude in negative contexts, a response unique to the HMA group. HMAs also displayed an elevated feedback-related negativity amplitude in both contexts. This study suggests a potential impairment in reward processing in negative contexts and under negative appraisal among those with high math anxiety.
患有高数学焦虑(HMA)的个体表现出回避与数学相关的任务的倾向,这种行为延续了一个有害的循环:练习有限,表现不佳,焦虑增加,进一步回避。本研究从奖励加工的角度探讨了HMA中数学回避行为的认知和神经基础。在实验1中,参与者报告了他们对解决一个算术问题后提供的奖励的满意度。在实验2中,参与者权衡解决一个计算问题的经济效益和认知成本。这个决策过程是根据保留或失去一些金钱奖励,分别创造积极或消极的环境来制定的。实验1显示,HMA被试对错误答案的满意程度较低,且惩罚敏感性较高。实验2显示,当HMA个体在犯错后满意度下降时,他们不太愿意解决数学挑战。在消极情境下,HMA组表现出更高的数学回避和显著降低的P3振幅,这是HMA组独有的反应。在两种情况下,hma也表现出与反馈相关的负性振幅升高。本研究表明,高度数学焦虑者在消极情境和消极评价下的奖励加工存在潜在损伤。
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引用次数: 0
Spiny mice (Acomys) have evolved cellular features to support regenerative healing 刺鼠(Acomys)已经进化出支持再生愈合的细胞特征
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-13 DOI: 10.1111/nyas.15281
Robyn S. Allen, Ashley W. Seifert
Spiny mice (Acomys spp.) are warm‐blooded (homeothermic) vertebrates whose ability to restore missing tissue through regenerative healing has coincided with the evolution of unique cellular and physiological adaptations across different tissue types. This review seeks to explore how these bizarre rodents deploy unique or altered injury response mechanisms to either enhance tissue repair or fully regenerate excised tissue compared to closely related, scar‐forming mammals. First, we examine overall trends in healing Acomys tissues, including the cellular stress response, the ability to activate and maintain cell cycle progression, and the expression of certain features in reproductive adults that are normally associated with embryos. Second, we focus on specific cell types that exhibit precisely regulated proliferation to restore missing tissue. While Acomys utilize many of the same cell types involved in scar formation, these cells exhibit divergent activation profiles during regenerative healing. Considered together, current lines of evidence support sustained deployment of proregenerative pathways in conjunction with transient activation of fibrotic pathways to facilitate regeneration and improve tissue repair in Acomys.
刺鼠(Acomys spp.)是温血(恒温)脊椎动物,其通过再生愈合恢复缺失组织的能力与不同组织类型的独特细胞和生理适应的进化相吻合。这篇综述旨在探讨这些奇怪的啮齿动物如何利用独特的或改变的损伤反应机制来增强组织修复或完全再生切除的组织,与密切相关的疤痕形成的哺乳动物相比。首先,我们研究了Acomys组织愈合的总体趋势,包括细胞应激反应,激活和维持细胞周期进程的能力,以及通常与胚胎相关的生殖成人某些特征的表达。其次,我们专注于特定的细胞类型,它们表现出精确调节的增殖,以恢复缺失的组织。虽然Acomys利用了许多参与疤痕形成的相同细胞类型,但这些细胞在再生愈合过程中表现出不同的激活谱。综合考虑,目前的证据支持促再生途径的持续部署与纤维化途径的短暂激活,以促进Acomys的再生和改善组织修复。
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引用次数: 0
A multi‐level feature fusion artificial neural network for classification of acoustic emission signals 基于多层次特征融合的声发射信号分类人工神经网络
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-13 DOI: 10.1111/nyas.15265
Jinliang Huang, Zhaolin Zhu, Zhihao Chen, Haotian Lu, Zijin Yang
In this paper, we introduce FUSION‐ANN, a novel artificial neural network (ANN) designed for acoustic emission (AE) signal classification. FUSION‐ANN comprises four distinct ANN branches, each housing an independent multilayer perceptron. We extract denoised features of speech recognition such as linear predictive coding, Mel‐frequency cepstral coefficient, and gammatone cepstral coefficient to represent AE signals. These features are concatenated to form a new feature called LMGC, which serves as input data for the four branches of FUSION‐ANN. The network performs AE signal recognition and classification through forward propagation in each branch, utilizing multi‐level feature fusion. We evaluate FUSION‐ANN's performance on the ORION‐AE benchmark dataset, which contains AE signals from various loading conditions simulating loosening phenomena in aeronautics, automotive, and civil engineering structures. Our results demonstrate an impressive average accuracy of 98% in AE signal classification. Additionally, FUSION‐ANN boasts high training efficiency, robustness, and accuracy, making it suitable for reliable AE signal analysis. However, given the current limitations, we aim to conduct more comprehensive investigations in the future. Our plan includes further testing of the network's performance across various categories of AE signals to assess its generality. Additionally, we will select richer and more efficient feature sets to characterize these signals.
本文介绍了一种用于声发射(AE)信号分类的新型人工神经网络FUSION - ANN。FUSION - ANN包括四个不同的ANN分支,每个分支都有一个独立的多层感知器。我们提取语音识别的去噪特征,如线性预测编码、Mel - frequency倒谱系数和gamma - one倒谱系数来表示声发射信号。这些特征被连接起来形成一个新的特征,称为LMGC,作为FUSION‐ANN的四个分支的输入数据。该网络利用多层次特征融合,通过在各分支中的前向传播对声发射信号进行识别和分类。我们在ORION - AE基准数据集上评估FUSION - ANN的性能,该数据集包含来自各种加载条件的AE信号,模拟航空、汽车和土木工程结构中的松动现象。结果表明,声发射信号分类的平均准确率达到了98%。此外,FUSION‐ANN具有高训练效率,鲁棒性和准确性,使其适用于可靠的AE信号分析。然而,鉴于目前的局限性,我们的目标是在未来进行更全面的调查。我们的计划包括进一步测试网络在不同类别声发射信号中的性能,以评估其通用性。此外,我们将选择更丰富、更有效的特征集来表征这些信号。
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引用次数: 0
Uncertainties around net-zero climate targets have major impact on greenhouse gas emissions projections 气候净零目标的不确定性对温室气体排放预测产生了重大影响
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-12 DOI: 10.1111/nyas.15285
Michel G. J. den Elzen, Ioannis Dafnomilis, Leonardo Nascimento, Arthur Beusen, Nicklas Forsell, Joost Gubbels, Mathijs Harmsen, Elena Hooijschuur, Zuelclady Araujo Gutiérrez, Takeshi Kuramochi
Globally, more than 100 countries have adopted net-zero targets. Most studies agree on how this increases the chance of keeping end-of-century global warming below 2°C. However, they typically make assumptions about net-zero targets that do not capture uncertainties related to gas coverage, sector coverage, sinks, and removals. This study aims to analyze the impact of many uncertainty factors on the projected greenhouse gas (GHG) emissions by 2050 for major emitting countries following their net-zero pathways, and their aggregate impact on global GHG emissions. Global emission projections range from 23 to 40 gigatons of CO2 equivalent (GtCO2eq), with a median of 31 GtCO2eq. Our full range corresponds to about 40–75% of 2015 emission levels, which is much wider than the range of 30–45% reported by various integrated assessment models. The main factors contributing to this divergence are the uncertainty in the gas coverage of net-zero targets and uncertainty in the socioeconomic baseline. Countries with net-zero GHG targets by 2050 have a small range of 2050 emissions, while countries with net-zero targets beyond 2050 and unclear coverage, such as China, India, and Indonesia, have a large range of emissions by 2050.
全球有100多个国家采用了净零目标。大多数研究都认为,这会增加将本世纪末全球变暖控制在2°C以下的可能性。然而,他们通常对净零目标做出假设,而没有考虑到与天然气覆盖、行业覆盖、汇和清除相关的不确定性。本研究旨在分析许多不确定性因素对主要排放国实现净零排放路径到2050年预计温室气体(GHG)排放的影响,以及它们对全球温室气体排放的总体影响。全球排放预测范围为230至400亿吨二氧化碳当量(GtCO2eq),中位数为31亿吨二氧化碳当量。我们的全范围相当于2015年排放水平的40-75%,远高于各种综合评估模型报告的30-45%的范围。造成这种差异的主要因素是净零目标的天然气覆盖范围的不确定性和社会经济基线的不确定性。到2050年实现温室气体净零排放目标的国家2050年的排放范围很小,而2050年以后实现净零排放目标且覆盖范围不明确的国家,如中国、印度和印度尼西亚,到2050年的排放范围很大。
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引用次数: 0
Researching gender and loneliness differently 以不同的方式研究性别和孤独
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-06 DOI: 10.1111/nyas.15283
Manuela Barreto, David Matthew Doyle, Marlies Maes
The majority of research on loneliness considers gender by comparing the loneliness reported by men and women. Drawing on current conceptualizations of gender and its effects, we propose alternative ways in which gender should be examined in relation to loneliness. To do so, we consider multiple gender-related factors and the role of the social environment, particularly societal ideologies about what gender is and how it should be expressed. We provide examples of how this expanded conceptualization can contribute to an improved understanding of loneliness by focusing on the impact of gender nonconformity, gendered life experiences, and couple relationships. We highlight the need for more research and evidence to fill existing gaps in understanding. We conclude that the field can move forward by considering the role of biological sex, gender identity, gender expression, gender roles, gender relational experiences, and sexual orientation, as well as the social norms against which these are experienced. To truly examine the role of gender in loneliness, we need to consider the normative context where some, but not others, are minoritized and marginalized, as well as move beyond binary notions of gender to include those with nonbinary, transgender, and intersex identities.
大多数关于孤独的研究都是通过比较男性和女性报告的孤独感来考虑性别的。根据目前对性别及其影响的概念化,我们提出了与孤独相关的性别研究的替代方法。为此,我们考虑了多种与性别相关的因素和社会环境的作用,特别是关于性别是什么以及应该如何表达的社会意识形态。我们提供了一些例子,说明这种扩展的概念化如何通过关注性别不一致、性别生活经历和夫妻关系的影响来促进对孤独的更好理解。我们强调需要更多的研究和证据来填补现有的理解空白。我们的结论是,该领域可以通过考虑生理性别、性别认同、性别表达、性别角色、性别关系经验和性取向的作用,以及这些经验所反对的社会规范来向前发展。为了真正研究性别在孤独中的作用,我们需要考虑一些人(而不是其他人)被边缘化和边缘化的规范背景,以及超越二元性别概念,包括非二元性别,变性人和双性人身份。
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引用次数: 0
The helmeted hornbill casque is reinforced by a bundle of exceptionally thick, rod‐like trabeculae 盔犀鸟的盔壳由一束特别粗的棒状小梁加固
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-06 DOI: 10.1111/nyas.15254
Venkata A. Surapaneni, Benjamin Flaum, Mike Schindler, Khizar Hayat, Jan Wölfer, Daniel Baum, Ruien Hu, Ting Fai Kong, Michael Doube, Mason N. Dean
Among hornbill birds, the critically endangered helmeted hornbill (Rhinoplax vigil) is notable for its casque (a bulbous beak protrusion) being filled with trabeculae and fronted by a very thick keratin layer. Casque function is debated but appears central to aerial jousting, where birds (typically males) collide casques at high speeds in a mid‐flight display that is audible for more than 100 m. We characterized the structural relationship between the skull and casque anatomy using X‐ray microtomography and quantitative trabecular network analysis to examine how the casque sustains extreme impact. The casque comprises a keratin veneer (rhamphotheca, ∼8× thicker than beak keratin), which slots over the internal bony casque like a tight‐fitting sheath. The bony casque's central cavity contains a network of trabeculae—heavily aligned and predominantly rod‐like, among the thickest described in vertebrates—forming a massive rostrocaudal strut spanning the casque's length, bridging rostral (impact), and caudal (braincase) surfaces. Quantitative network characterizations indicate no differences between male and female trabecular architectures. This suggests that females may also joust or that casques play other roles. Our results argue that the casque's impact loading demands and shapes a high‐safety‐factor construction that involves extreme trabecular morphologies among vertebrates, architectures that also have the potential for informing the design of collision‐resistant materials.
在犀鸟中,极度濒危的盔犀鸟(Rhinoplax vigil)以其盔状喙(球根状喙突出物)充满小梁和非常厚的角蛋白层而闻名。鸡冠的功能虽有争议,但似乎是空中格斗的核心,鸟类(通常是雄性)在飞行中高速撞击鸡冠,在100米以上的距离内都能听到。我们使用X射线微断层扫描和定量小梁网络分析来表征颅骨和骨盔解剖结构之间的结构关系,以研究骨盔如何承受极端冲击。骨盔包括角蛋白贴面(鼠喙角蛋白,比喙角蛋白厚约8倍),在内部骨盔上开槽,就像一个紧密的鞘。骨壳的中央腔中包含一个小梁网络——高度排列,主要呈棒状,是脊椎动物中所描述的最厚的网络之一——形成一个巨大的背侧-尾侧支撑,横跨骨壳的长度,桥接吻侧(撞击)和尾侧(脑壳)表面。定量网络表征表明男性和女性小梁结构没有差异。这表明,女性也可能比武,或者casques扮演着其他角色。我们的研究结果表明,壳的冲击载荷要求并形成了一种高安全系数的结构,这种结构涉及脊椎动物中极端的小梁形态,这种结构也有可能为设计抗碰撞材料提供信息。
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引用次数: 0
Audio-visual concert performances synchronize audience's heart rates 视听音乐会的表演与观众的心率同步
IF 5.2 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-01-03 DOI: 10.1111/nyas.15279
Anna M. Czepiel, Lauren K. Fink, Mathias Scharinger, Christoph Seibert, Melanie Wald-Fuhrmann, Sonja A. Kotz
People enjoy engaging with music. Live music concerts provide an excellent option to investigate real-world music experiences, and at the same time, use neurophysiological synchrony to assess dynamic engagement. In the current study, we assessed engagement in a live concert setting using synchrony of cardiorespiratory measures, comparing inter-subject, stimulus–response, correlation, and phase coherence. As engagement might be enhanced in a concert setting by seeing musicians perform, we presented audiences with audio-only (AO) and audio-visual (AV) piano performances. Only correlation synchrony measures were above chance level. In comparing time-averaged synchrony across conditions, AV performances evoked a higher inter-subject correlation of heart rate (ISC-HR). However, synchrony averaged across music pieces did not correspond to self-reported engagement. On the other hand, time-resolved analyses show that synchronized deceleration-acceleration heart rate (HR) patterns, typical of an “orienting response” (an index of directed attention), occurred within music pieces at salient events of section boundaries. That is, seeing musicians perform heightened audience engagement at structurally important moments in Western classical music. Overall, we could show that multisensory information shapes dynamic engagement. By comparing different synchrony measures, we further highlight the advantages of time series analysis, specifically ISC-HR, as a robust measure of holistic musical listening experiences in naturalistic concert settings.
人们喜欢听音乐。现场音乐会为研究现实世界的音乐体验提供了一个极好的选择,同时,使用神经生理同步来评估动态参与。在当前的研究中,我们使用心肺同步测量来评估现场音乐会的参与度,比较了主体间、刺激-反应、相关性和相位一致性。在音乐会中,观看音乐家的表演可能会提高观众的参与度,因此我们为观众提供了纯音频(AO)和视听(AV)钢琴表演。只有相关同步度量高于机会水平。在比较不同条件下的时间平均同步性时,AV表演诱发了更高的受试者间心率相关性(ISC-HR)。然而,音乐作品的平均同步度与自我报告的参与度并不相符。另一方面,时间分辨分析表明,同步的减速-加速心率(HR)模式,典型的“定向反应”(一种定向注意指数),发生在音乐片段边界的突出事件中。也就是说,在西方古典音乐的重要结构时刻,观看音乐家的表演会提高观众的参与度。总的来说,我们可以证明多感官信息塑造了动态参与。通过比较不同的同步测量,我们进一步强调了时间序列分析的优势,特别是ISC-HR,作为自然主义音乐会环境中整体音乐聆听体验的稳健测量。
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