Ecology Letters最新文献

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Functional Identity Drives Directional Shifts in Freshwater Plankton Biomass–Size Relationships 功能同一性驱动淡水浮游生物生物量大小关系的方向性变化
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-10-04 DOI: 10.1111/ele.70458
Heather L. Wander, Yannick Huot, Beatrix E. Beisner
{"title":"Functional Identity Drives Directional Shifts in Freshwater Plankton Biomass–Size Relationships","authors":"Heather L. Wander,&nbsp;Yannick Huot,&nbsp;Beatrix E. Beisner","doi":"10.1111/ele.70458","DOIUrl":"10.1111/ele.70458","url":null,"abstract":"<p>Body size is a master variable in ecology that can predict ecosystem-level processes and reflect environmental conditions across diverse ecosystems. In freshwater ecosystems, the relationship between body size and biomass provides a powerful tool for characterizing community structure and trophic transfer efficiency. While these relationships are well established at the whole-community level, responses within plankton functional groups with distinct ecological characteristics have yet to be explored. In this study, we analysed plankton biomass-size relationships across &gt; 550 Canadian lakes. For phytoplankton, we found that mixotrophs exhibited positive biomass-size slopes, while autotrophs exhibited negative slopes. For zooplankton, herbivores exhibited relatively flat slopes, while non-herbivores exhibited negative slopes. Biomass-size relationships also differed among lake trophic states, but only for phytoplankton functional groups. This work should improve predictions and assessments of freshwater ecosystem functioning and food web pathways, based on our observation of directional shifts in biomass-size relationships across functional groups and trophic states.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 10","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70458","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149086870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Land Use Mediates Long-Term Arthropod Functional Change 土地利用介导节肢动物的长期功能变化
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-24 DOI: 10.1111/ele.70457
Carlos Martínez-Núñez, Martin M. Gossner, Felix Neff, Marco Moretti, Martin K. Obrist, Felix Herzog, Kurt Bollmann, Peter Duelli, Eva Knop, Henryk Luka, Matthias Albrecht
{"title":"Land Use Mediates Long-Term Arthropod Functional Change","authors":"Carlos Martínez-Núñez,&nbsp;Martin M. Gossner,&nbsp;Felix Neff,&nbsp;Marco Moretti,&nbsp;Martin K. Obrist,&nbsp;Felix Herzog,&nbsp;Kurt Bollmann,&nbsp;Peter Duelli,&nbsp;Eva Knop,&nbsp;Henryk Luka,&nbsp;Matthias Albrecht","doi":"10.1111/ele.70457","DOIUrl":"10.1111/ele.70457","url":null,"abstract":"<p>Global change reshapes arthropod communities, yet long-term effects on their functional diversity remain unclear. Using a long-term dataset comprising &gt; 1.3 million individuals of 728 carabid and spider species, we quantified temporal trends in functional diversity across forests, grasslands and croplands. Trajectories diverged strongly among land uses: functional richness increased in forests and grasslands but declined sharply in croplands. In forests, communities became more specialised and less redundant, suggesting increasing niche differentiation, but experienced greater functional richness loss under simulated species extinctions. Cropland assemblages became functionally homogenised. Losses of key effect traits among spiders suggest potential erosion of ecosystem functions in croplands. Moreover, genera dominated by species with unique trait combinations were typically larger-bodied and less dispersive, and their loss would remove irreplaceable functional strategies from communities. Overall, our study reveals diverging long-term trajectories of arthropod functional diversity across land uses, indicating potential negative consequences for ecosystem functioning in arable landscapes.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70457","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149033096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental Evidence of High-Dimensional Elementome Shifts Due to Coexistence and Its Effects on Growth Rates 共存导致的高维元素组移位及其对生长速率影响的实验证据
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-20 DOI: 10.1111/ele.70456
M. Fernández-Martínez, A. Martín, E. Rodríguez-Penedo, S. Poblador, E. Romero, F. Sabater, R. Grau-Andrés
{"title":"Experimental Evidence of High-Dimensional Elementome Shifts Due to Coexistence and Its Effects on Growth Rates","authors":"M. Fernández-Martínez,&nbsp;A. Martín,&nbsp;E. Rodríguez-Penedo,&nbsp;S. Poblador,&nbsp;E. Romero,&nbsp;F. Sabater,&nbsp;R. Grau-Andrés","doi":"10.1111/ele.70456","DOIUrl":"10.1111/ele.70456","url":null,"abstract":"<p>Elementomes (i.e., the concentration of bioelements of an organism) have been shown to be related to organism traits and function, and to change across space and time mostly due to changes in environmental conditions, but also due to coexistence amongst species. While there is vast observational evidence for that, experimental evidence remains elusive. Here we set up a diversity experiment, based on 20 aquatic microcosms where we grew one, two, three or four moss species together, to test whether coexistence amongst species is an important driver of high-dimensional elementome shifts in mixed communities. Our results provide experimental evidence showing that species tend to shift their elemental composition in response to coexistence, and that the magnitude of this shift increases with the elemental diversity of the community. Overall, our results provide the first experimental evidence of high-dimensional shifts in elementomes due to coexistence, supporting the biogeochemical niche hypothesis.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70456","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149009908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Phylogeny Drives Carrion Consumption by Vertebrate Scavengers Towards Distantly Related Species 系统发育驱使脊椎动物食腐动物向远亲物种消耗腐肉
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-20 DOI: 10.1111/ele.70455
Tatiana Pessano-Serrat, Roberto C. Rodríguez-Caro, Daniel Redondo-Gómez, Adrian Orihuela-Torres
{"title":"Phylogeny Drives Carrion Consumption by Vertebrate Scavengers Towards Distantly Related Species","authors":"Tatiana Pessano-Serrat,&nbsp;Roberto C. Rodríguez-Caro,&nbsp;Daniel Redondo-Gómez,&nbsp;Adrian Orihuela-Torres","doi":"10.1111/ele.70455","DOIUrl":"10.1111/ele.70455","url":null,"abstract":"<p>Carrion is a highly nutritious resource that attracts diverse organisms and plays a key role in ecosystem functioning. However, it could also pose pathogen risks, especially from phylogenetically close carcass-scavenger pairs sharing traits that facilitate transmission. Although phylogenetic distance has long been suggested to influence scavenger feeding patterns, evidence remains scarce and limited at specific scales. To address this gap, we used camera-trap monitoring to record scavenging events on fish, bird, and mammal carcasses in a Mediterranean wetland and evaluated how phylogenetic distance between vertebrate scavengers and available carcasses shaped feeding patterns. Our results revealed a consistent pattern across the assemblage, showing that scavengers consumed carcasses that were more phylogenetically distant than expected by chance, although this pattern varied slightly between taxonomic classes and at the species level. Our findings suggest the existence of a natural mechanism by which scavengers may reduce pathogen exposure when selecting carcasses.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70455","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149010052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dovetailing the Genetic, Developmental and Functional Bases of the Adaptation of Stomatal Traits to Climate 吻合气孔性状对气候适应的遗传、发育和功能基础
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-16 DOI: 10.1111/ele.70453
Camila D. Medeiros, Thomas N. Buckley, Kevin Sartori, Cyrille Violle, Denis Vile, François Vasseur, Leila R. Fletcher, Matteo Pellegrini, Etienne Baron, Elena Kazakou, Lawren Sack
{"title":"Dovetailing the Genetic, Developmental and Functional Bases of the Adaptation of Stomatal Traits to Climate","authors":"Camila D. Medeiros,&nbsp;Thomas N. Buckley,&nbsp;Kevin Sartori,&nbsp;Cyrille Violle,&nbsp;Denis Vile,&nbsp;François Vasseur,&nbsp;Leila R. Fletcher,&nbsp;Matteo Pellegrini,&nbsp;Etienne Baron,&nbsp;Elena Kazakou,&nbsp;Lawren Sack","doi":"10.1111/ele.70453","DOIUrl":"10.1111/ele.70453","url":null,"abstract":"<p>Stomata, the micro-valves on leaves, regulate CO<sub>2</sub> uptake and water loss. Thus, the anatomical maximum stomatal conductance, <i>g</i><sub>max</sub>, is a key influence on gas exchange, growth and productivity. For 145 geographically diverse ecotypes of <i>Arabidopsis thaliana</i> grown in a common garden we tested hypotheses for the drivers of variation in <i>g</i><sub>max</sub> and a stomatal size-density trade-off, considering epidermal optimization, epidermal development and climate adaptation. Ecotypes native to colder and drier macroclimates had higher <i>g</i><sub>max</sub>, consistent with leaf-scale stress-avoidance, despite having longer times to flowering. A high <i>g</i><sub>max</sub> was achieved through greater epidermal allocation to stomata, via both increased guard cell initiation and smaller epidermal pavement cells. Stomatal traits showed polygenic associations with climate. A weak stomatal size-density trade-off was observed for only the abaxial surface, consistent with flexible constraints on stomatal development and independent trait adaptation. Dovetailing mechanisms influence stomatal adaptation to climate across a wide-ranging species.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70453","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148973339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Born This Way: Individuality Is Seeded Before Birth and Robust to Ecological Stress 天生如此:个性在出生前就已经播种,对生态压力很有抵抗力
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-14 DOI: 10.1111/ele.70454
James H. Gallagher, Ammon D. Perkes, Chia-Chen Chang, Emma S. Chirila, Karen Kacevas, Kate L. Laskowski
{"title":"Born This Way: Individuality Is Seeded Before Birth and Robust to Ecological Stress","authors":"James H. Gallagher,&nbsp;Ammon D. Perkes,&nbsp;Chia-Chen Chang,&nbsp;Emma S. Chirila,&nbsp;Karen Kacevas,&nbsp;Kate L. Laskowski","doi":"10.1111/ele.70454","DOIUrl":"10.1111/ele.70454","url":null,"abstract":"<p>Behavioural individuality is widespread, yet its developmental origins are unclear. We subjected clonal individuals to a critical ecological challenge—the threat of predation—to disentangle the developmental mechanisms of individuality. Predation may erode or amplify among-individual differences, demonstrating that individuality is developmentally plastic. If individuality is instead determined before birth, it should resist environmental influences. We tracked behaviours of genetically identical fish (Amazon mollies), reared with or without predation stress, continuously from birth for 4 weeks. While predation shifted mean-level behaviours, the magnitude of individuality was unaffected, indicating that individuality crystallizes robustly over time under stress and without genetic variation. Surprisingly, maternal identity strongly shaped swimming velocity but not refuge use, suggesting distinct developmental mechanisms for different ecologically relevant behaviours. We show that individuality persists despite ecological stress and is seeded before birth through non-genetic factors. Even in the face of a shared environmental challenge, the behavioural trajectories of individuals are unique.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70454","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148964307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Temporal Decoupling of Biodiversity Effects on Grassland Productivity and Stability 生物多样性对草地生产力和稳定性影响的时间解耦
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-10 DOI: 10.1111/ele.70451
Bo Meng, Yuanyuan Huang, Christiane Roscher, Takehiro Sasaki, Shaopeng Wang, Nico Eisenhauer
{"title":"Temporal Decoupling of Biodiversity Effects on Grassland Productivity and Stability","authors":"Bo Meng,&nbsp;Yuanyuan Huang,&nbsp;Christiane Roscher,&nbsp;Takehiro Sasaki,&nbsp;Shaopeng Wang,&nbsp;Nico Eisenhauer","doi":"10.1111/ele.70451","DOIUrl":"10.1111/ele.70451","url":null,"abstract":"<div>\u0000 \u0000 <p>One key unresolved question in ecology is what drives temporal trends in biodiversity–stability relationships and how these trends link to ecosystem functioning. This knowledge gap reflects a limited understanding of interspecific interactions in biodiversity–stability relationships. Using plant productivity data from a 20-year grassland biodiversity experiment, complemented by a paired 5-year experiment that controlled for legacy effects, we disentangled the contributions of species-specific dynamics and interaction-dependent processes to plant community stability. Over 20 years, the stabilising effects of biodiversity strengthened, driven mainly by increasing asynchrony in species-specific dynamics rather than shifts in interaction-dependent effects. While biodiversity's stabilising effect initially increased alongside productivity, this coupling weakened over time as interaction-dependent effects on productivity and stability became decoupled. Our findings reveal the dynamic nature of biodiversity effects on plant community stability, underscoring the importance of understanding long-term ecosystem trajectories.</p>\u0000 </div>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148922651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction to: Using Modern Coexistence Theory to Understand Community Disassembly 更正:用现代共存理论理解社区解体。
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-05 DOI: 10.1111/ele.70450
{"title":"Correction to: Using Modern Coexistence Theory to Understand Community Disassembly","authors":"","doi":"10.1111/ele.70450","DOIUrl":"10.1111/ele.70450","url":null,"abstract":"<p>\u0000 <span>Brennan, J.</span> and <span>S. J. Schreiber</span>. <span>2026</span>. “ <span>Using Modern Coexistence Theory to Understand Community Disassembly</span>.” <i>Ecology Letters</i> <span>29</span>, no. <span>6</span>: e70424. https://doi.org/10.1111/ele.70424.\u0000 </p><p>We apologize for this error.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13546079/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148896276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Remote Spectral Detection of Canopy Functional Dimensions Varying Within and Across Forest Types 林内和林间冠层功能维数变化的遥感光谱检测
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-04 DOI: 10.1111/ele.70452
Fengqi Wu, Shuwen Liu, Constantin M. Zohner, Philip A. Townsend, Thomas W. Crowther, Josep Peñuelas, Daryl Yang, Nan Yang, Tingting Dong, Weiying Xu, Zhihui Wang, Xiaojuan Liu, Guanhua Dai, Jinlong Dong, Sandra M. Durán, Fabian D. Schneider, Yuan Zeng, J. Hans C. Cornelissen, Jens Kattge, Jin Wu, Gregory P. Asner, Jeannine Cavender-Bares, Peter B. Reich, Zhengbing Yan
{"title":"Remote Spectral Detection of Canopy Functional Dimensions Varying Within and Across Forest Types","authors":"Fengqi Wu,&nbsp;Shuwen Liu,&nbsp;Constantin M. Zohner,&nbsp;Philip A. Townsend,&nbsp;Thomas W. Crowther,&nbsp;Josep Peñuelas,&nbsp;Daryl Yang,&nbsp;Nan Yang,&nbsp;Tingting Dong,&nbsp;Weiying Xu,&nbsp;Zhihui Wang,&nbsp;Xiaojuan Liu,&nbsp;Guanhua Dai,&nbsp;Jinlong Dong,&nbsp;Sandra M. Durán,&nbsp;Fabian D. Schneider,&nbsp;Yuan Zeng,&nbsp;J. Hans C. Cornelissen,&nbsp;Jens Kattge,&nbsp;Jin Wu,&nbsp;Gregory P. Asner,&nbsp;Jeannine Cavender-Bares,&nbsp;Peter B. Reich,&nbsp;Zhengbing Yan","doi":"10.1111/ele.70452","DOIUrl":"https://doi.org/10.1111/ele.70452","url":null,"abstract":"<div>\u0000 \u0000 <p>Global trait axes reveal overarching dimensions of plant functional variation. However, how these dimensions are spatially organized within and across forest types remains unclear. We combined drone-based full-range imaging spectroscopy with crown-level measurements of 16 physiological, morphological and biochemical traits across temperate, subtropical and tropical forests in China to enable spatially-explicit trait mapping. Through site-training scenario, leaf-to-canopy scaling and spectral-domain modelling tests, we find that reliable canopy trait retrieval depends not only on trait and spectral coverage, but also on preserving trait-spectral relationships across sites and scales. Spectral predictions recovered observed multivariate covariation, summarizing crown variation into a leaf-economics dimension and two additional biochemical dimensions related to hydro-thermal regulation and defence/metabolism. Mapping these dimensions revealed distinct community-level trait organization alongside substantial species- and crown-level variation within forests. These findings link remotely sensed trait retrieval to environmental filtering and plant functional differentiation, providing a scalable framework for monitoring forest functional diversity.</p>\u0000 </div>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148878237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A New Effect Size for Meta-Analysis of Magnitude: lnM 一种新的影响量元分析:lnM
IF 7.7 1区 环境科学与生态学
Ecology Letters Pub Date : 2026-09-03 DOI: 10.1111/ele.70428
Shinichi Nakagawa, Ayumi Mizuno, Coralie Williams, Malgorzata Lagisz, Rose E. O'Dea, Daniel W. A. Noble, Alistair M. Senior, Erick Lundgren, Santiago Ortega
{"title":"A New Effect Size for Meta-Analysis of Magnitude: lnM","authors":"Shinichi Nakagawa,&nbsp;Ayumi Mizuno,&nbsp;Coralie Williams,&nbsp;Malgorzata Lagisz,&nbsp;Rose E. O'Dea,&nbsp;Daniel W. A. Noble,&nbsp;Alistair M. Senior,&nbsp;Erick Lundgren,&nbsp;Santiago Ortega","doi":"10.1111/ele.70428","DOIUrl":"https://doi.org/10.1111/ele.70428","url":null,"abstract":"<p>Meta-analyses in ecology and evolution sometimes target the magnitude of differences between groups rather than their direction, for example, when the question concerns deviation from a biological optimum or divergence from a reference state. A common practice is to convert signed effects into magnitudes by taking absolute values, but this can induce upward distortion and non-normal sampling distributions under standard meta-analytic models. Here we introduce lnM, a log-ratio effect size for the magnitude of difference between two groups, defined from one-way ANOVA components. lnM is asymptotically normal, supports standard multilevel meta-analysis and meta-regression and applies to both ratio- and interval-scale traits. Using theory, simulations and worked examples, we show when delta-method and single-fit bootstrap estimators perform well, and how lnM can be used to assess publication bias.</p>","PeriodicalId":161,"journal":{"name":"Ecology Letters","volume":"29 9","pages":""},"PeriodicalIF":7.7,"publicationDate":"2026-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ele.70428","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148878337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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