Evidence map›Paper›PMID 34112996›Full record

ArticleNature ecology & evolution2021

Root traits explain plant species distributions along climatic gradients yet challenge the nature of ecological trade-offs.

Daniel C Laughlin, Liesje Mommer, Francesco Maria Sabatini, Helge Bruelheide, Thom W Kuyper, M Luke McCormack, Joana Bergmann, Grégoire T Freschet, Nathaly R Guerrero-Ramírez, Colleen M Iversen and 31 more

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Article in Nature ecology & evolution, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
34.6field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 177 citations in OpenAlex.

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  5. Informing spatial conservation prioritization with species' traits.Conservation biology : the journal of the Society for Conservation Biology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

41 authors at 20 institutions in 15 countries.

Daniel C LaughlinDepartment of Botany, University of Wyoming, Laramie, WY, USA. daniel.laughlin@uwyo.edu.ORCID http://orcid.org/0000-0002-9651-5732
Liesje MommerPlant Ecology and Nature Conservation Group, Wageningen University & Research, Wageningen, the Netherlands.
Francesco Maria SabatiniGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-7202-7697
Helge BruelheideGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0003-3135-0356
Thom W KuyperSoil Biology Group, Wageningen University & Research, Wageningen, the Netherlands.ORCID http://orcid.org/0000-0002-3896-4943
M Luke McCormackCenter for Tree Science, The Morton Arboretum, Lisle, IL, USA.
Joana BergmannSustainable Grassland Systems, Leibniz Centre for Agricultural Landscape Research (ZALF), Paulinenaue, Germany.ORCID http://orcid.org/0000-0002-2008-4198
Grégoire T FreschetTheoretical and Experimental Ecology Station (SETE), National Center for Scientific Research (CNRS), Moulis, France.ORCID http://orcid.org/0000-0002-8830-3860
Nathaly R Guerrero-RamírezBiodiversity, Macroecology and Biogeography, Faculty of Forest Sciences and Forest Ecology, University of Goettingen, Göttingen, Germany.
Colleen M IversenClimate Change Science Institute and Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.ORCID http://orcid.org/0000-0001-8293-3450
Jens KattgeGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-1022-8469
Ina C MeierFunctional Forest Ecology, Department of Biology, Universität Hamburg, Hamburg, Germany.ORCID http://orcid.org/0000-0001-6500-7519
Hendrik PoorterPlant Sciences (IBG-2), Forschungszentrum Jülich, Jülich, Germany.
Catherine RoumetCEFE, University of Montpellier, CNRS, EPHE, IRD, Montpellier, France.ORCID http://orcid.org/0000-0003-1320-9770
Marina SemchenkoDepartment of Earth and Environmental Sciences, The University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0001-6196-3562
Christopher J SweeneyDepartment of Earth and Environmental Sciences, The University of Manchester, Manchester, UK.
Oscar J Valverde-BarrantesInstitute of Environment, Department of Biological Sciences, Florida International University, Miami, FL, USA.ORCID http://orcid.org/0000-0002-7327-7647
Fons van der PlasPlant Ecology and Nature Conservation Group, Wageningen University & Research, Wageningen, the Netherlands.
Jasper van RuijvenPlant Ecology and Nature Conservation Group, Wageningen University & Research, Wageningen, the Netherlands.
Larry M YorkNoble Research Institute, LLC, Ardmore, OK, USA.
Isabelle AubinGreat Lakes Forestry Centre, Canadian Forest Service, Natural Resources Canada, Sault Ste Marie, Ontario, Canada.ORCID http://orcid.org/0000-0002-5953-1012
Olivia R BurgeEcosystems and Conservation, Manaaki Whenua - Landcare Research, Lincoln, New Zealand.ORCID http://orcid.org/0000-0001-7719-6695
Chaeho ByunDepartment of Biological Sciences and Biotechnology, Andong National University, Andong, Republic of Korea.ORCID http://orcid.org/0000-0003-3209-3275
Renata ĆušterevskaInstitute of Biology, University of Ss. Cyril and Methodius, Skopje, North Macedonia.
Jürgen DenglerGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0003-3221-660X
Estelle ForeyNormandie Université, UNIROUEN, INRAE, ECODIV, Rouen, France.ORCID http://orcid.org/0000-0001-6082-3023
Greg R GuerinEcology and Evolutionary Biology, School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia.ORCID http://orcid.org/0000-0002-2104-6695
Bruno HéraultCIRAD, UPR Forêts et Sociétés, Yamoussoukro, Côte d'Ivoire.ORCID http://orcid.org/0000-0002-6950-7286
Robert B JacksonDepartment of Earth System Science, Stanford University, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-8846-7147
Dirk Nikolaus KargerBiodiversity and Conservation Biology, Spatial Evolutionary Ecology, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland.ORCID http://orcid.org/0000-0001-7770-6229
Jonathan LenoirUMR CNRS 7058 'Ecologie et Dynamique des Systèmes Anthropisés (EDYSAN)', Université de Picardie Jules Verne, Amiens, France.ORCID http://orcid.org/0000-0003-0638-9582
Tatiana LysenkoLaboratory of Vegetation Science, Komarov Botanical Institute, Russian Academy of Sciences (RAS), Saint Petersburg, Russia.ORCID http://orcid.org/0000-0001-6688-1590
Patrick MeirResearch School of Biology, Australian National University, Canberra, Australian Capital Territory, Australia.
Ülo NiinemetsCrop Science and Plant Biology, Estonian University of Life Sciences, Tartu, Estonia.ORCID http://orcid.org/0000-0002-3078-2192
Wim A OzingaVegetation, Forest and Landscape Ecology, Wageningen Environmental Research, Wageningen University & Research, Wageningen, the Netherlands.ORCID http://orcid.org/0000-0002-6369-7859
Josep PeñuelasCSIC, Global Ecology Unit CREAF-CSIC-UAB, Barcelona, Spain.ORCID http://orcid.org/0000-0002-7215-0150
Peter B ReichDepartment of Forest Resources, University of Minnesota, St Paul, MN, USA.ORCID http://orcid.org/0000-0003-4424-662X
Marco SchmidtData and Modelling Centre, Senckenberg Biodiversity and Climate Research Centre, Frankfurt, Germany.ORCID http://orcid.org/0000-0001-6087-6117
Franziska SchrodtSchool of Geography, University of Nottingham, Nottingham, UK.ORCID http://orcid.org/0000-0001-9053-8872
Eduardo VelázquezSustainable Forest Management Research Institute, University of Valladolid and INIA, Palencia, Spain.
Alexandra WeigeltGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0001-6242-603X
German Centre for Integrative Biodiversity Research · DEWageningen University & Research · NLCentre National de la Recherche Scientifique · FRUniversity of Manchester · GBAustralian National University · AUCanadian Forest Service · CACentre de Coopération Internationale en Recherche Agronomique pour le Développement · FRCentre for Research on Ecology and Forestry Applications · ESEstonian Academy of Sciences · EEFlorida International University · USForschungszentrum Jülich · DEGyeongguk National University · KRInstitut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement · FRLeibniz Centre for Agricultural Landscape Research · DEManaaki Whenua – Landcare Research · NZMorton Arboretum · USNoble Research Institute · USOak Ridge National Laboratory · USPalo Alto Institute · USRussian Academy of Sciences · RU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ecological theory is built on trade-offs, where trait differences among species evolved as adaptations to different environments. Trade-offs are often assumed to be bidirectional, where opposite ends of a gradient in trait values confer advantages in different environments. However, unidirectional benefits could be widespread if extreme trait values confer advantages at one end of an environmental gradient, whereas a wide range of trait values are equally beneficial at the other end. Here, we show that root traits explain species occurrences along broad gradients of temperature and water availability, but model predictions only resembled trade-offs in two out of 24 models. Forest species with low specific root length and high root tissue density (RTD) were more likely to occur in warm climates but species with high specific root length and low RTD were more likely to occur in cold climates. Unidirectional benefits were more prevalent than trade-offs: for example, species with large-diameter roots and high RTD were more commonly associated with dry climates, but species with the opposite trait values were not associated with wet climates. Directional selection for traits consistently occurred in cold or dry climates, whereas a diversity of root trait values were equally viable in warm or wet climates. Explicit integration of unidirectional benefits into ecological theory is needed to advance our understanding of the consequences of trait variation on species responses to environmental change.

Indexed as

ForestsPlant DispersalClimatePhenotypeWaterWater

Identifiers

PMID34112996
OpenAlexW3168507494

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.