Species habitat preferences and root trait variation across 65 temperate perennial forbs
Jazyk angličtina Země Velká Británie, Anglie Médium print
Typ dokumentu časopisecké články
PubMed
40036757
PubMed Central
PMC12682835
DOI
10.1093/aob/mcaf029
PII: 8046039
Knihovny.cz E-zdroje
- Klíčová slova
- Ellenberg indicator values, Soil disturbance, acquisition, collaboration, long-term species adaptations, mutualism, phylogenetic constraints, root chemistry, root morphology, root trait variation, species environmental niche, trait evolution,
- MeSH
- druhová specificita MeSH
- ekosystém * MeSH
- fylogeneze MeSH
- kořeny rostlin * fyziologie růst a vývoj anatomie a histologie MeSH
- Publikační typ
- časopisecké články MeSH
BACKGROUND AND AIMS: While we know a lot about variation of root traits across large set of species, knowledge on differences in root traits among species with different ecological optima, simultaneously considering species lifespan and phylogeny, is limited. We also do not know if inter-specific differences in root traits measured in one environment apply in another environment. Such knowledge is crucial to predict species responses to future environments. METHODS: Using 65 species cultivated under uniform conditions, we studied the effects of species habitat preference, describing under which conditions the species naturally occur, on root morphological and chemical traits and allocation to roots while also considering species lifespan, phenology at harvest and phylogeny. In a subset of species, we explored if species rankings in values of different traits depend on the specific substrate of growth. KEY RESULTS: Inter-specific trait differences were strongly linked to species habitat preferences. The best predictor was an indicator value for soil disturbance with roots of species preferring disturbed habitats having higher specific root length and lower diameter, suggesting low collaboration with mutualists. While lifespan and phylogeny also determined trait values, their inclusion into models did not change the effects of habitat preferences. The patterns are thus not a result of species niche conservatism, but contemporary species adaptations. Species ranking in different substrates was more consistent for root morphology than for root chemistry and root/shoot ratio. CONCLUSIONS: Root trait variation is driven by species habitat preferences, indicating that inter-specific root trait variation is a result of species adaptations to different environments. Interestingly, the disturbance indicator value was a better predictor of root trait variation than other, more commonly considered, habitat characteristics. Inter-specific differentiation in root morphology is consistent among substrates and can thus be compared across studies, but root chemistry and allocation data have to be used with caution.
Czech Academy of Sciences Institute of Botany Průhonice Czech Republic
Department of Botany Faculty of Science Charles University Prague Czech Republic
Zobrazit více v PubMed
Ågren G, Franklin O. 2003. Root: shoot ratios, optimization and nitrogen productivity. Annals of Botany 92: 795–800. PubMed PMC
Albaladejo R, Martín-Hernanz S, Reyes-Betancort J, Santos-Guerra A, Olangua-Corral M, Aparicio A. 2021. Reconstruction of the spatio-temporal diversification and ecological niche evolution of PubMed PMC
Albert CH, Thuiller W, Yoccoz NG, Douzet R, Aubert S, Lavorel S. 2010. A multi-trait approach reveals the structure and the relative importance of intra- vs. interspecific variability in plant traits. Functional Ecology 24: 1192–1201.
Aldorfová A, Knobová P, Münzbergová Z. 2020. Plant-soil feedback contributes to predicting plant invasiveness of 68 alien plant species differing in invasive status. Oikos 129: 1257–1270.
Anken T, Weisskopf P, Zihlmann U, Forrer H, Jansa J, Perhacova K. 2004. Long-term tillage system effects under moist cool conditions in Switzerland. Soil and Tillage Research 78: 171–183.
Aulen M, Shipley B, Bradley R. 2012. Prediction of PubMed PMC
Bardgett RD, van der Putten WH. 2014. Belowground biodiversity and ecosystem functioning. Nature 515: 505–511. PubMed
Bartelheimer M, Poschlod P. 2016. Functional characterizations of Ellenberg indicator values - a review on ecophysiological determinants. Functional Ecology 30: 506–516.
Bartusková A, Filartiga A, Herben T, Qian J, Klimesová J. 2021. Comparative analysis of root sprouting and its vigour in temperate herbs: anatomical correlates and environmental predictors. Annals of Botany 127: 931–941. PubMed PMC
Bengough A, Bransby M, Hans J, McKenna S, Roberts T, Valentine T. 2006. Root responses to soil physical conditions; growth dynamics from field to cell. Journal of Experimental Botany 57: 437–447. PubMed
Bergmann J, Weigelt A, van Der Plas F, et al. 2020. The fungal collaboration gradient dominates the root economics space in plants. Science Advances 6: eaba3756. PubMed PMC
Beukema W, Martel A, Nguyen T, et al. 2018. Environmental context and differences between native and invasive observed niches of
Birouste M, Zamora-Ledezma E, Bossard C, Pérez-Ramos I, Roumet C. 2014. Measurement of fine root tissue density: a comparison of three methods reveals the potential of root dry matter content. Plant and Soil 374: 299–313.
Bricca A, Sperandii M, Acosta A, et al. 2023. Above- and belowground traits along a stress gradient: trade-off or not? Oikos 2023: e10043.
Burak E, Quinton J, Dodd I. 2021. Root hairs are the most important root trait for rhizosheath formation of barley ( PubMed PMC
Cao H, Zhu Z, James R, et al. 2020. Wave effects on seedling establishment of three pioneer marsh species: survival, morphology and biomechanics. Annals of Botany 125: 345–352. PubMed PMC
Cao R, Gong X, Feng J, Yang R. 2022. Niche and range dynamics of Tasmanian blue gum ( PubMed PMC
Chen G, Tu L, Peng Y, et al. 2017. Effect of nitrogen additions on root morphology and chemistry in a subtropical bamboo forest. Plant and Soil 412: 441–451.
Cheng JH, Chu PF, Chen DM, Bai YF. 2016. Functional correlations between specific leaf area and specific root length along a regional environmental gradient in Inner Mongolia grasslands. Functional Ecology 30: 985–997.
Chytry M, Tichy L, Drevojan P, Sádlo J, Zeleny D. 2018. Ellenberg-type indicator values for the Czech flora. Preslia 90: 83–103.
Comas LH, Eissenstat DM. 2009. Patterns in root trait variation among 25 co-existing North American forest species. The New Phytologist 182: 919–928. PubMed
Comas L, Becker S, Cruz V, Byrne P, Dierig D. 2013. Root traits contributing to plant productivity under drought. Frontiers in Plant Science 4: 442. PubMed PMC
Cooper N, Jetz W, Freckleton R. 2010. Phylogenetic comparative approaches for studying niche conservatism. Journal of Evolutionary Biology 23: 2529–2539. PubMed
Cornelissen JHC, Cerabolini B, Castro-Díez P, et al. 2003. Functional traits of woody plants: correspondence of species rankings between field adults and laboratory-grown seedlings? Journal of Vegetation Science 14: 311–322.
Couso LL, Fernandez RJ. 2012. Phenotypic plasticity as an index of drought tolerance in three Patagonian steppe grasses. Annals of Botany 110: 849–857. PubMed PMC
Craine JM, Froehle J, Tilman GD, Wedin DA, Chapin FS. 2001. The relationships among root and leaf traits of 76 grassland species and relative abundance along fertility and disturbance gradients. Oikos 93: 274–285.
De Battisti D, Fowler MS, Jenkins SR, et al. 2019. Intraspecific root trait variability along environmental gradients affects salt marsh resistance to lateral erosion. Frontiers in Ecology and Evolution 7: 150.
De Bauw P, Mai T, Schnepf A, Merckx R, Smolders E, Vanderborght J. 2020. A functional-structural model of upland rice root systems reveals the importance of laterals and growing root tips for phosphate uptake from wet and dry soils. Annals of Botany 126: 789–806. PubMed PMC
Desdevises Y, Legendre P, Azouzi L, Morand S. 2003. Quantifying phylogenetically structured environmental variation. Evolution 57: 2647–2652. PubMed
Diekmann M. 2003. Species indicator values as an important tool in applied plant ecology - a review. Basic and Applied Ecology 4: 493–506.
Dietrich D. 2018. Hydrotropism: how roots search for water. Journal of Experimental Botany 69: 2759–2771. PubMed
Diniz JAF, De Sant’ana CER, Bini LM. 1998. An eigenvector method for estimating phylogenetic inertia. Evolution 52: 1247–1262. PubMed
Dlugosch KM, Parker IM. 2008. Founding events in species invasions: genetic variation, adaptive evolution, and the role of multiple introductions. Molecular Ecology 17: 431–449. PubMed
Dobson AJ. 2002. An introduction to generalized linear models. Boca Raton, FL: Chapman and Hall/CRC.
Duru M, Ansquer P, Jouany C, Theau J, Cruz P. 2010. Comparison of methods for assessing the impact of different disturbances and nutrient conditions upon functional characteristics of grassland communities. Annals of Botany 106: 823–831. PubMed PMC
Eapen D, Barroso M, Ponce G, Campos M, Cassab G. 2005. Hydrotropism: root growth responses to water. Trends in Plant Science 10: 44–50. PubMed
Early R, Sax D. 2014. Climatic niche shifts between species’ native and naturalized ranges raise concern for ecological forecasts during invasions and climate change. Global Ecology and Biogeography 23: 1356–1365.
Ehrlén J, Lehtilä K. 2002. How perennial are perennial plants? Oikos 98: 308–322.
Ellenberg H, Weber H, Düll R, Wirth V, Werner W, Paulissen D. 1992. Zeigerwerte der Gefassplanzen Mitteleuropas. Gottingen: Erich Goltze KG.
Ewald J, Ziche D. 2017. Giving meaning to Ellenberg nutrient values: National Forest Soil Inventory yields frequency-based scaling. Applied Vegetation Science 20: 115–123.
Fort F, Freschet GT. 2020. Plant ecological indicator values as predictors of fine-root trait variations. Journal of Ecology 108: 1565–1577.
Fort F, Jouany C, Cruz P. 2013. Root and leaf functional trait relations in
Franks SJ, Sim S, Weis AE. 2007. Rapid evolution of flowering time by an annual plant in response to a climate fluctuation. Proceedings of the National Academy of Sciences of the United States of America 104: 1278–1282. PubMed PMC
Franks SJ, Avise JC, Bradshaw WE, et al. 2008. The resurrection initiative: storing ancestral genotypes to capture evolution in action. Bioscience 58: 870–873.
Fraterrigo J, Chen W, Loyal J, Euskirchen E. 2024. Soil microenvironmental variation drives below-ground trait variation and interacts with macroclimate to structure above-ground trait variation of arctic shrubs. Journal of Ecology 112: 901–916.
Freschet G, Bellingham P, Lyver P, Bonner K, Wardle D. 2013. Plasticity in above- and belowground resource acquisition traits in response to single and multiple environmental factors in three tree species. Ecology and Evolution 3: 1065–1078. PubMed PMC
Fry EL, Evans AL, Sturrock CJ, Bullock JM, Bardgett RD. 2018. Root architecture governs plasticity in response to drought. Plant and Soil 433: 189–200. PubMed PMC
Garbowski M, Avera B, Bertram J, et al. 2020. Getting to the root of restoration: considering root traits for improved restoration outcomes under drought and competition. Restoration Ecology 28: 1384–1395.
Garnier E, Lavorel S, Ansquer P, et al. 2007. Assessing the effects of land-use change on plant traits, communities and ecosystem functioning in grasslands: a standardized methodology and lessons from an application to 11 European sites. Annals of Botany 99: 967–985. PubMed PMC
Gleeson S. 1993. Optimization of tissue nitrogen and root shoot allocation. Annals of Botany 71: 23–31.
Goodman A, Crook M, Ennos A. 2001. Anchorage mechanics of the tap root system of winter-sown oilseed rape (
Gregory P. 2022. RUSSELL REVIEW. Are plant roots only ‘in’ soil or are they ‘of’ it? Roots, soil formation and function. European Journal of Soil Science 73: e13219.
Guerrero-Ramírez N, Mommer L, Freschet G, et al. 2021. Global root traits (GRooT) database. Global Ecology and Biogeography 30: 25–37.
Guisan A, Petitpierre B, Broennimann O, Daehler C, Kueffer C. 2014. Unifying niche shift studies: insights from biological invasions. Trends in Ecology and Evolution 29: 260–269. PubMed
Gupta A, Rico-Medina A, Caño-Delgado A. 2020. The physiology of plant responses to drought. Science 368: 266–269. PubMed
Herben T, Klimesová J, Chytry M. 2018. Effects of disturbance frequency and severity on plant traits: an assessment across a temperate flora. Functional Ecology 32: 799–808.
Hostetler A, Erndwein L, Ganji E, Reneau J, Killian M, Sparks E. 2022. Maize brace root mechanics vary by whorl, genotype and reproductive stage. Annals of Botany 129: 657–668. PubMed PMC
in ‘t Zandt D, Fritz C, Wichern F. 2018. In the land of plenty: catch crops trigger nitrogen uptake by soil microorganisms. Plant and Soil 423: 549–562.
Iversen CM, McCormack ML, Powell AS, et al. 2017. A global fine-root ecology database to address below-ground challenges in plant ecology. The New Phytologist 215: 15–26. PubMed
Ji H, Zhou N, Rengel Z, Jing J, Li H. 2024. Root traits and plasticity differences explain complementarity between co-existing species in phosphorus-limited grassland. Plant and Soil 501: 611–627.
Kazakou E, Violle C, Roumet C, et al. 2014. Are trait-based species rankings consistent across data sets and spatial scales? Journal of Vegetation Science 25: 235–247.
Klausmeier CA, Kremer CT, Koffel T. 2020. Trait-based ecological and eco-evolutionary theory. In: Mc. Cann KS, Gellner G, eds. Theoretical ecology: concepts and applications. Oxford: Oxford University Press.
Klimešová J, Herben T. 2023. The hidden half of the fine root differentiation in herbs: nonacquisitive belowground organs determine fine-root traits. Oikos 2023: e08794.
Kong DL, Ma CG, Zhang Q, et al. 2014. Leading dimensions in absorptive root trait variation across 96 subtropical forest species. New Phytologist 203: 863–872. PubMed
Kramer-Walter K, Laughlin D. 2017. Root nutrient concentration and biomass allocation are more plastic than morphological traits in response to nutrient limitation. Plant and Soil 416: 539–550.
Kranabetter J, McLauchlan K, Enders S, et al. 2016. A framework to assess biogeochemical response to ecosystem disturbance using nutrient partitioning ratios. Ecosystems 19: 387–395.
Lachaise T, Bergmann J, Holzel N, et al. 2022. Soil conditions drive below-ground trait space in temperate agricultural grasslands. Journal of Ecology 110: 1189–1200.
Larson J, Funk J. 2016. Seedling root responses to soil moisture and the identification of a belowground trait spectrum across three growth forms. New Phytologist 210: 827–838. PubMed
Lauzeral C, Leprieur F, Beauchard O, Duron Q, Oberdorff T, Brosse S. 2011. Identifying climatic niche shifts using coarse-grained occurrence data: a test with non-native freshwater fish. Global Ecology and Biogeography 20: 407–414.
Li A, Li Y, Smith S, Smith F, Guan K. 2013. Nutrient requirements differ in two PubMed PMC
Li W, Jin C, Guan D, et al. 2015. The effects of simulated nitrogen deposition on plant root traits: a meta-analysis. Soil Biology and Biochemistry 82: 112–118.
Lipiec J, Siczek A, Sochan A, Bieganowski A. 2016. Effect of sand grain shape on root and shoot growth of wheat seedlings. Geoderma 265: 1–5.
Liu X, Elzenga J, Venema J, Tiedge K. 2024. Thriving in a salty future: morpho-anatomical, physiological and molecular adaptations to salt stress in alfalfa ( PubMed PMC
Lozano YM, Aguilar-Trigueros CA, Flaig IC, Rillig MC. 2020. Root trait responses to drought are more heterogeneous than leaf trait responses. Functional Ecology 34: 2224–2235.
Marin M, Feeney D, Brown L, et al. 2021. Significance of root hairs for plant performance under contrasting field conditions and water deficit. Annals of Botany 128: 1–16. PubMed PMC
Maron JL, Vila M, Bommarco R, Elmendorf S, Beardsley P. 2004. Rapid evolution of an invasive plant. Ecological Monographs 74: 261–280.
Martín-Robles N, Morente-López J, Freschet G, Poorter H, Roumet C, Milla R. 2019. Root traits of herbaceous crops: pre-adaptation to cultivation or evolution under domestication? Functional Ecology 33: 273–285.
McCormack M, Dickie I, Eissenstat D, et al. 2015. Redefining fine roots improves understanding of below‐ground contributions to terrestrial biosphere processes. New Phytologist 207: 505–518. PubMed
McCormack M, Guo D, Iversen C, et al. 2017. Building a better foundation: improving root-trait measurements to understand and model plant and ecosystem processes. New Phytologist 215: 27–37. PubMed
Midolo G, Herben T, Axmanová I, et al. 2023. Disturbance indicator values for European plants. Global Ecology and Biogeography 32: 24–34.
Milchunas D, Schulz K, Shaw R. 2000. Plant community structure in relation to long-term disturbance by mechanized military maneuvers in a semiarid region. Environmental Management 25: 525–539. PubMed
Moreau D, Abiven F, Busset H, Matejicek A, Pagès L. 2017. Effects of species and soil-nitrogen availability on root system architecture traits - study on a set of weed and crop species. Annals of Applied Biology 171: 103–116.
Mudrák O, Dolezal J, Vítová A, Leps J. 2019. Variation in plant functional traits is best explained by the species identity: stability of trait-based species ranking across meadow management regimes. Functional Ecology 33: 746–755.
Münzbergová Z, Hadincová V, Skálová H, Vandvik V. 2017. Genetic differentiation and plasticity interact along temperature and precipitation gradients to determine plant performance under climate change. Journal of Ecology 105: 1358–1373.
Münzbergová Z, Vandvik V, Hadincová V. 2021. Evolutionary rescue as a mechanism allowing a clonal grass to adapt to novel climates. Frontiers in Plant Science 12: 659479. PubMed PMC
Muscarella R, Bacon CD, Faurby S, et al. 2019. Soil fertility and flood regime are correlated with phylogenetic structure of Amazonian palm communities. Annals of Botany 123: 641–655. PubMed PMC
Ning Z, Li Y, Zhao X, Han D, Zhan J. 2022. Comparison of leaf and fine root traits between annuals and perennials, implicating the mechanism of species changes in Desertified Grasslands. Frontiers in Plant Science 12: 778547. PubMed PMC
Numajiri Y, Yoshida S, Hayashi T, Uga Y. 2024. Three-dimensional image analysis specifies the root distribution for drought avoidance in the early growth stage of rice. Annals of Botany 134: 593–602. PubMed PMC
Oksanen J, Guillaume Blanchet F, Friendly M, et al. 2020. vegan: Community Ecology Package. R package version 2.5-6. https://CRAN.R-project.org/package=vegan
Ostonen I, Püttsepp U, Biel C, et al. 2007. Specific root length as an indicator of environmental change. Plant Biosystems 141: 426–442.
Pankova H, Munzbergova Z, Rydlova J, Vosatka M. 2008. Differences in AM fungal root colonization between populations of perennial Aster species have genetic reasons. Oecologia 157: 211–220. PubMed
Paradis E, Claude J, Strimmer K. 2004. APE: analyses of phylogenetics and evolution in R language. Bioinformatics 20: 289–290. PubMed
Parravicini V, Azzurro E, Kulbicki M, Belmaker J. 2015. Niche shift can impair the ability to predict invasion risk in the marine realm: an illustration using Mediterranean fish invaders. Ecology Letters 18: 246–253. PubMed
Peterson A. 2011. Ecological niche conservatism: a time-structured review of evidence. Journal of Biogeography 38: 817–827.
Pierret A. 2022. Will deeper roots be enough? Engineering drought-resistant crops will entail in-depth understanding of root hydraulic architecture. A Commentary on ‘Root and xylem anatomy varies with root length, root order, soil depth and environment’. Annals of Botany 130: xv–xvii. PubMed PMC
Pigliucci M. 2001. Phenotypic plasticity: beyond nature and nurture. Baltimore, MD: The Johns Hopkins University Press.
Prieto I, Roumet C, Cardinael R, et al. 2015. Root functional parameters along a land-use gradient: evidence of a community-level economics spectrum. Journal of Ecology 103: 361–373.
R Development Core Team. 2022. A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing.
Rahman M, Hangs R, Schoenau J. 2020. Influence of soil temperature and moisture on micronutrient supply, plant uptake, and biomass yield of wheat, pea, and canola. Journal of Plant Nutrition 43: 823–833.
Rathore N, Hanzelková V, Dostálek T, et al. 2023. Species phylogeny, ecology, and root traits as predictors of root exudate composition. The New Phytologist 239: 1212–1224. PubMed
Rathore N, Hanzelková V, Dostálek T, Thakur D, Münzbergová Z. 2025. Invasive species are more homogenous in their root morphology and exudate metabolome than non-invasive alien species. Environmental and Experimental Botany 229: 106057.
Roche P, Díaz-Burlinson N, Gachet S. 2004. Congruency analysis of species ranking based on leaf traits: which traits are the more reliable? Plant Ecology 174: 37–48.
Rose L, Rubarth MC, Hertel D, Leuschner C. 2013. Management alters interspecific leaf trait relationships and trait-based species rankings in permanent meadows. Journal of Vegetation Science 24: 239–250.
Roumet C, Urcelay C, Diaz S. 2006. Suites of root traits differ between annual and perennial species growing in the field. The New Phytologist 170: 357–368. PubMed
Schaffers AP, Sykora KV. 2000. Reliability of Ellenberg indicator values for moisture, nitrogen and soil reaction: a comparison with field measurements. Journal of Vegetation Science 11: 225–244.
Scheifes D, te Beest M, Venterink H, Jansen A, Kinsbergen D, Wassen M. 2024. The plant root economics space in relation to nutrient limitation in Eurasian herbaceous plant communities. Ecology Letters 27: e14402. PubMed
Schneider H. 2022. Characterization, costs, cues and future perspectives of phenotypic plasticity. Annals of Botany 130: 131–148. PubMed PMC
Sebastian J, Yee M, Viana W, et al. 2016. Grasses suppress shoot-borne roots to conserve water during drought. Proceedings of the National Academy of Sciences of the United States of America 113: 8861–8866. PubMed PMC
Sekor M, Franks S. 2018. An experimentally introduced population of
Serkendiz H, Tatli H, Kiliç A, Çetin M, Sungur A. 2024. Analysis of drought intensity, frequency and trends using the spei in Turkey. Theoretical and Applied Climatology 155: 2997–3012.
Sexton J, Montiel J, Shay J, Stephens M, Slatyer R. 2017. Evolution of ecological niche breadth. Annual Review of Ecology, Evolution, and Systematics 48: 183–206.
Shipley B, De Bello F, Cornelissen JHC, Laliberté E, Laughlin DC, Reich PB. 2016. Reinforcing loose foundation stones in trait-based plant ecology. Oecologia 180: 923–931. PubMed
Shipley B, Belluau M, Kühn I, et al. 2017. Predicting habitat affinities of plant species using commonly measured functional traits. Journal of Vegetation Science 28: 1082–1095.
Smith E, Holden E, Brown C, Cahill J. 2022. Disturbance has lasting effects on functional traits and diversity of grassland plant communities. PeerJ 10: e13179. PubMed PMC
Song Z, Lin C, Pedersen O, Jiménez J. 2025. Anatomical and physiological responses of roots and rhizomes in PubMed PMC
Spitzer CM, Sundqvist MK, Wardle DA, Gundale MJ, Kardol P. 2023. Root trait variation along a sub-arctic tundra elevational gradient. Oikos 2023: e08903.
Srivastava R, Yetgin A. 2024. An overall review on influence of root architecture on soil carbon sequestration potential. Theoretical and Experimental Plant Physiology 36: 165–178.
Taseski GM, Keith DA, Dalrymple RL, Cornwell WK. 2021. Shifts in fine root traits within and among species along a fine-scale hydrological gradient. Annals of Botany 127: 473–481. PubMed PMC
Thakur D, Hadincová V, Schnablová R, et al. 2023. Differential effect of climate of origin and cultivation climate on structural and biochemical plant traits. Functional Ecology 37: 1436–1448.
Tichy L, Axmanová I, Dengler J, et al. 2023. Ellenberg-type indicator values for European vascular plant species. Journal of Vegetation Science 34: e13168.
Tiiva P, Julkunen-Tiitto R, Häikiö E, Kasurinen A. 2019. Belowground responses of Scots pine (
Valverde-Barrantes OJ, Freschet GT, Roumet C, Blackwood CB. 2017. A worldview of root traits: the influence of ancestry, growth form, climate and mycorrhizal association on the functional trait variation of fine-root tissues in seed plants. The New Phytologist 215: 1562–1573. PubMed
van der Heyde M, Ohsowski B, Abbott L, Hart M. 2017. Arbuscular mycorrhizal fungus responses to disturbance are context-dependent. Mycorrhiza 27: 431–440. PubMed
Vodnik D, Strajnar P, Jemc S, Macek I. 2009. Respiratory potential of maize (
Wamelink GWW, Joosten V, van Dobben HF, Berendse F. 2002. Validity of Ellenberg indicator values judged from physico-chemical field measurements. Journal of Vegetation Science 13: 269–278.
Wardle D, Barker G, Bonner K, Nicholson K. 1998. Can comparative approaches based on plant ecophysiological traits predict the nature of biotic interactions and individual plant species effects in ecosystems? Journal of Ecology 86: 405–420.
Weemstra M, Freschet GT, Stokes A, Roumet C. 2021. Patterns in intraspecific variation in root traits are species-specific along an elevation gradient. Functional Ecology 35: 342–356.
Weemstra M, Roumet C, Cruz-Maldonado N, Anthelme F, Stokes A, Freschet GT. 2022. Environmental variation drives the decoupling of leaf and root traits within species along an elevation gradient. Annals of Botany 130: 419–430. PubMed PMC
Weigelt A, Mommer L, Andraczek K, et al. 2021. An integrated framework of plant form and function: the belowground perspective. The New Phytologist 232: 42–59. PubMed
Wiens JJ, Graham CH. 2005. Niche conservatism: integrating evolution, ecology, and conservation biology. Annual Review of Ecology Evolution and Systematics 36: 519–539.
Wiens JJ, Ackerly DD, Allen AP, et al. 2010. Niche conservatism as an emerging principle in ecology and conservation biology. Ecology Letters 13: 1310–1324. PubMed
Williams A, Sinanaj B, Hoysted G. 2024. Plant-microbe interactions through a lens: tales from the mycorrhizosphere. Annals of Botany 133: 399–412. PubMed PMC
Yaffar D, Lugli L, Wong M, et al. 2024. Tropical root responses to global changes: a synthesis. Global Change Biology 30: e17420. PubMed
Yan L, Li Y, Wang L, et al. 2020. Grazing significantly increases root shoot ratio but decreases soil organic carbon in Qinghai-Tibetan Plateau grasslands: a hierarchical meta-analysis. Land Degradation and Development 31: 2369–2378.
Ye Z, Mu Y, Van Duzen S, Ryser P. 2024. Root and shoot phenology, architecture, and organ properties: an integrated trait network among 44 herbaceous wetland species. New Phytologist 244: 436–450. PubMed
Yuan J, Peng M, Tang G, Wang Y. 2024. Fine root production, mortality, and turnover in response to simulated nitrogen deposition in the subtropical PubMed
Zhang X, Xing Y, Yan G, Han S, Wang Q. 2019. Effects of precipitation change on fine root morphology and dynamics at a global scale: a meta-analysis. Canadian Journal of Soil Science 99: 1–11.
Zheng Z, Ma P. 2018. Changes in above and belowground traits of a rhizome clonal plant explain its predominance under nitrogen addition. Plant and Soil 432: 415–424.
Zhou G, Zhou X, Nie Y, et al. 2018. Drought-induced changes in root biomass largely result from altered root morphological traits: Evidence from a synthesis of global field trials. Plant Cell and Environment 41: 2589–2599. PubMed