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Species phylogeny, ecology, and root traits as predictors of root exudate composition

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Separation and identification of organic acids in root exudates ofLupinus luteus by capillary zone electrophoresis
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Missing value imputation strategies for metabolomics data
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Methods of collection of plant root exudates in relation to plant metabolism and purpose: A review
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Characterizing fine-root traits by species phylogeny and microbial symbiosis in 11 co-existing woody species
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A larger investment into exudation by competitive versus conservative plants is connected to more coupled plant–microbe N cycling
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Phylogenetic analysis of secondary metabolites in a plant community provides evidence for trade-offs between biotic and abiotic stress tolerance
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Phylogeny Explains Variation in The Root Chemistry of Eucalyptus Species
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Measurement of fine root tissue density: a comparison of three methods reveals the potential of root dry matter content
inferredcites →https://doi.org/10.1007/s11104-014-2283-6openalex-snapshot
The importance of a sterile rhizosphere when phenotyping for root exudation
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In the land of plenty: catch crops trigger nitrogen uptake by soil microorganisms
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Pathways to persistence: plant root traits alter carbon accumulation in different soil carbon pools
inferredcites →https://doi.org/10.1016/j.envexpbot.2023.105318openalex-snapshot
Thermopriming effects on root morphological traits and root exudation during the reproductive phase in two species with contrasting strategies: Brassica napus (L.) and Camelina sativa (L.) Crantz
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Metabolic profiling and systematic identification of flavonoids and isoflavonoids in roots and cell suspension cultures of Medicago truncatula using HPLC–UV–ESI–MS and GC–MS
inferredcites →https://doi.org/10.1016/j.phytochem.2014.10.003openalex-snapshot
Profiling of secondary metabolites in root exudates of Arabidopsis thaliana
inferredcites →https://doi.org/10.1016/j.rhisph.2018.06.004openalex-snapshot
Sampling root exudates – Mission impossible?
inferredcites →https://doi.org/10.1016/j.soilbio.2009.02.016openalex-snapshot
Quantitative analysis of soluble exudates produced by ectomycorrhizal roots as a response to ambient and elevated CO2
inferredcites →https://doi.org/10.1016/j.soilbio.2021.108391openalex-snapshot
Comparing root exudate collection techniques: An improved hybrid method
inferredcites →https://doi.org/10.1016/j.tplants.2016.01.009openalex-snapshot
Root–Root Interactions: Towards A Rhizosphere Framework
inferredcites →https://doi.org/10.1016/j.tplants.2017.09.003openalex-snapshot
Feed Your Friends: Do Plant Exudates Shape the Root Microbiome?
inferredcites →https://doi.org/10.1016/j.tree.2014.10.006openalex-snapshot
Going underground: root traits as drivers of ecosystem processes
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Multiple Ionization Mass Spectrometry Strategy Used To Reveal the Complexity of Metabolomics
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Phenolic contents of submerged, emergent and floating leaves of aquatic and semi‐aquatic macrophyte species: why do they differ?
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The global spectrum of plant form and function
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Estimation of total phenolic content and other oxidation substrates in plant tissues using Folin–Ciocalteu reagent
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Nonlinearity of root trait relationships and the root economics spectrum
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Origin and maintenance of chemical diversity in a species-rich tropical tree lineage
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Fine-root traits in the global spectrum of plant form and function
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Using MetaboAnalyst 5.0 for LC–HRMS spectra processing, multi-omics integration and covariate adjustment of global metabolomics data
inferredcites →https://doi.org/10.1038/s41598-019-54309-5openalex-snapshot
Root exudate composition of grass and forb species in natural grasslands
inferredcites →https://doi.org/10.1038/srep29033openalex-snapshot
Natural variation of root exudates in Arabidopsis thaliana-linking metabolomic and genomic data
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Root biomass and exudates link plant diversity with soil bacterial and fungal biomass
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Functional traits predict relationship between plant abundance dynamic and long-term climate warming
inferredcites →https://doi.org/10.1074/jbc.m112.433300openalex-snapshot
Application of Natural Blends of Phytochemicals Derived from the Root Exudates of Arabidopsis to the Soil Reveal That Phenolic-related Compounds Predominantly Modulate the Soil Microbiome
inferredcites →https://doi.org/10.1074/jbc.r111.238691openalex-snapshot
Mass Spectrometry Strategies in Metabolomics
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The Maximum Likelihood Approach to Reconstructing Ancestral Character States of Discrete Characters on Phylogenies
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Autotoxicity of root exudates from strawberry in hydroponic culture
inferredcites →https://doi.org/10.1086/343873openalex-snapshot
Phylogenetic Analysis and Comparative Data: A Test and Review of Evidence
inferredcites →https://doi.org/10.1086/665823openalex-snapshot
Evolutionary Patterns and Biogeochemical Significance of Angiosperm Root Traits
inferredcites →https://doi.org/10.1093/bioinformatics/btg412openalex-snapshot
APE: Analyses of Phylogenetics and Evolution in R language
inferredcites →https://doi.org/10.1094/mpmi-01-15-0016-ropenalex-snapshot
Linking Jasmonic Acid Signaling, Root Exudates, and Rhizosphere Microbiomes
inferredcites →https://doi.org/10.1111/1365-2435.12456openalex-snapshot
Do plant‐ and soil‐mediated legacy effects impact future biotic interactions?
inferredcites →https://doi.org/10.1111/1365-2435.12531openalex-snapshot
Functional characterizations of E llenberg indicator values – a review on ecophysiological determinants
inferredcites →https://doi.org/10.1111/1365-2435.12983openalex-snapshot
Different phylogenetic and environmental controls of first‐order root morphological and nutrient traits: Evidence of multidimensional root traits
inferredcites →https://doi.org/10.1111/1365-2435.13011openalex-snapshot
Effects of disturbance frequency and severity on plant traits: An assessment across a temperate flora
inferredcites →https://doi.org/10.1111/1365-2745.12562openalex-snapshot
Root traits are multidimensional: specific root length is independent from root tissue density and the plant economic spectrum
inferredcites →https://doi.org/10.1111/1365-2745.12594openalex-snapshot
On the link between functional traits and growth rate: meta‐analysis shows effects change with plant size, as predicted
inferredcites →https://doi.org/10.1111/1365-2745.12698openalex-snapshot
Towards a thesaurus of plant characteristics: an ecological contribution
inferredcites →https://doi.org/10.1111/1365-2745.12769openalex-snapshot
Climate, soil and plant functional types as drivers of global fine‐root trait variation
inferredcites →https://doi.org/10.1111/1365-2745.13368openalex-snapshot
Plant ecological indicator values as predictors of fine‐root trait variations
inferredcites →https://doi.org/10.1111/1365-2745.13630openalex-snapshot
Root functional traits explain root exudation rate and composition across a range of grassland species
inferredcites →https://doi.org/10.1111/1365-2745.13826openalex-snapshot
Functional Traits 2.0: The power of the metabolome for ecology
inferredcites →https://doi.org/10.1111/ecog.04434openalex-snapshot
V.PhyloMaker: an R package that can generate very large phylogenies for vascular plants
inferredcites →https://doi.org/10.1111/ele.13967openalex-snapshot
Fast but steady: An integrated leaf‐stem‐root trait syndrome for woody forest invaders
inferredcites →https://doi.org/10.1111/j.0014-3820.2003.tb01508.xopenalex-snapshot
QUANTIFYING PHYLOGENETICALLY STRUCTURED ENVIRONMENTAL VARIATION
inferredcites →https://doi.org/10.1111/j.1365-2745.2011.01802.xopenalex-snapshot
Interactions among plants and evolution
inferredcites →https://doi.org/10.1111/j.1469-8137.2005.01349.xopenalex-snapshot
Assessing the generality of global leaf trait relationships
inferredcites →https://doi.org/10.1111/j.1469-8137.2009.02799.xopenalex-snapshot
Patterns in root trait variation among 25 co‐existing North American forest species
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AN EIGENVECTOR METHOD FOR ESTIMATING PHYLOGENETIC INERTIA
inferredcites →https://doi.org/10.1111/jvs.12150openalex-snapshot
Foliar functional traits that predict plant biomass response to warming
inferredcites →https://doi.org/10.1111/mec.13269openalex-snapshot
Phylogeny and biogeography of the American live oaks (QuercussubsectionVirentes): a genomic and population genetics approach
inferredcites →https://doi.org/10.1111/nph.12842openalex-snapshot
Leading dimensions in absorptive root trait variation across 96 subtropical forest species
inferredcites →https://doi.org/10.1111/nph.14247openalex-snapshot
Below‐ground frontiers in trait‐based plant ecology
inferredcites →https://doi.org/10.1111/nph.14571openalex-snapshot
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
inferredcites →https://doi.org/10.1111/nph.16001openalex-snapshot
Changes in root‐exudate‐induced respiration reveal a novel mechanism through which drought affects ecosystem carbon cycling
inferredcites →https://doi.org/10.1111/nph.16389openalex-snapshot
Root exudation of mature beech forests across a nutrient availability gradient: the role of root morphology and fungal activity
inferredcites →https://doi.org/10.1111/nph.16920openalex-snapshot
Limiting similarity shapes the functional and phylogenetic structure of root neighborhoods in a subtropical forest
inferredcites →https://doi.org/10.1111/nph.17072openalex-snapshot
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Growth strategy, phylogeny and stoichiometry determine the allelopathic potential of native and non‐native plants
inferredcites →https://doi.org/10.1111/oik.07186openalex-snapshot
Plant–soil feedback contributes to predicting plant invasiveness of 68 alien plant species differing in invasive status
inferredcites →https://doi.org/10.1111/oik.08827openalex-snapshot
Incorporating belowground traits: avenues towards a whole‐tree perspective on performance
inferredcites →https://doi.org/10.1111/tpj.13639openalex-snapshot
Metabolite profiling of non‐sterile rhizosphere soil
inferredcites →https://doi.org/10.1126/sciadv.aba3756openalex-snapshot
The fungal collaboration gradient dominates the root economics space in plants
inferredcites →https://doi.org/10.1128/mbio.02785-19openalex-snapshot
Influence of Plant Fraction, Soil, and Plant Species on Microbiota: a Multikingdom Comparison
inferredcites →https://doi.org/10.1186/1471-2164-7-1openalex-snapshot
Alpha-gliadin genes from the A, B, and D genomes of wheat contain different sets of celiac disease epitopes
inferredcites →https://doi.org/10.1198/106186006x100290openalex-snapshot
Branch-and-Bound Algorithms for Computing the Best-Subset Regression Models
inferredcites →https://doi.org/10.1371/annotation/51142aed-2d94-4195-8a8a-9cb24b3c733bopenalex-snapshot
Correction: Root Exudation of Phytochemicals in Arabidopsis Follows Specific Patterns That Are Developmentally Programmed and Correlate with Soil Microbial Functions
inferredcites →https://doi.org/10.1371/journal.pone.0204128openalex-snapshot
Linking root exudates to functional plant traits
inferredcites →https://doi.org/10.1590/s1415-47572012005000053openalex-snapshot
A comparison of metrics for estimating phylogenetic signal under alternative evolutionary models
inferredcites →https://doi.org/10.1890/0012-9658(2006)87[109:psofpc]2.0.co;2openalex-snapshot
PHYLOGENETIC STRUCTURE OF FLORIDIAN PLANT COMMUNITIES DEPENDS ON TAXONOMIC AND SPATIAL SCALE
inferredcites →https://doi.org/10.1890/13-2107.1openalex-snapshot
Using plant traits to explain plant–microbe relationships involved in nitrogen acquisition
inferredcites →https://doi.org/10.23855/preslia.2018.083openalex-snapshot
Ellenberg-type indicator values for the Czech flora
inferredcites →https://doi.org/10.23855/preslia.2019.093openalex-snapshot
Ecological specialization indices for species of the Czech flora
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing
inferredcites →https://doi.org/10.3389/fmicb.2014.00002openalex-snapshot
Root exudation and root development of lettuce (Lactuca sativa L. cv. Tizian) as affected by different soils
inferredcites →https://doi.org/10.3389/fpls.2017.00315openalex-snapshot
Root Branching Is a Leading Root Trait of the Plant Economics Spectrum in Temperate Trees
inferredcites →https://doi.org/10.3389/fpls.2019.00157openalex-snapshot
Root Exudation of Primary Metabolites: Mechanisms and Their Roles in Plant Responses to Environmental Stimuli

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Crafting Advantageous Root Traits by Combining Root Restriction and Dry-Wet Circulation to Enhance Rhizosphere Effect and Pollutant Removal in Constructed Wetland
inferred← citeshttps://doi.org/10.1002/ecs2.70564openalex-snapshot
Multiple dimensions of plant diversity predict microbial community composition in grassland soils
inferred← citeshttps://doi.org/10.1002/ecs2.70633openalex-snapshot
Plant diversity is not a consistent predictor of soil extracellular enzyme activity in field or experimental grasslands
inferred← citeshttps://doi.org/10.1007/s10533-026-01331-1openalex-snapshot
Unlocking plant-microbial interactions in deep Mollisols in the Midwestern US: Linking depth gradients in roots, microbial activity, and soil carbon in agroecosystems
inferred← citeshttps://doi.org/10.1007/s11104-024-06947-6openalex-snapshot
Artificially selected rhizosphere microbiota modify plant growth in a soil-independent and species-dependent way
inferred← citeshttps://doi.org/10.1007/s11104-024-07026-6openalex-snapshot
Effects of low light, interspecific competition, and their combination on flavonoid exudation patterns and rhizosphere fungal community in Juglans mandshurica and Fraxinus mandshurica roots
inferred← citeshttps://doi.org/10.1007/s11104-025-07495-3openalex-snapshot
Synthetic soil microcosms as emerging model systems to study the rhizosphere
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Tree mycorrhizal types influence soil organic carbon mineralization and its temperature sensitivity across different soil aggregate size classes
inferred← citeshttps://doi.org/10.1007/s11104-026-08579-4openalex-snapshot
Citrate vs. malate: an assessment of plant cost-adjusted micronutrient solubilisation efficiency in three soils
inferred← citeshttps://doi.org/10.1007/s11104-026-08721-2openalex-snapshot
Soil and genotype-driven resource allocation trade-offs shape root exudation across crop species
inferred← citeshttps://doi.org/10.1007/s11104-026-08941-6openalex-snapshot
Functional differences between healthy and stressed soils: Rare and abundant root exudates as a regulatory switch for quorum sensing in rhizosphere microbiota
inferred← citeshttps://doi.org/10.1007/s11258-025-01567-1openalex-snapshot
Aspect outweighs elevation in influencing plant functioning at high elevations of Himalaya
inferred← citeshttps://doi.org/10.1007/s11368-026-04470-yopenalex-snapshot
Plant-mediated weathering of purple soils in Southwest China: a laboratory column experiment
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Synergies and trade-offs between aboveground and belowground traits explain the dynamics of soil organic carbon and nitrogen in wetlands undergoing agricultural management changes in semi-arid regions
inferred← citeshttps://doi.org/10.1016/j.apsoil.2025.106755openalex-snapshot
Coumarins mediate the effects of plant diversity on soil microbial community structure and interaction across diverse soils
inferred← citeshttps://doi.org/10.1016/j.bgtech.2025.100175openalex-snapshot
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Planting mode and an active-inoculum treatment alter rhizosphere ecoenzymatic allocation in a ginger–pepper system
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Invasive species are more homogenous in their root morphology and exudate metabolome than non-invasive alien species
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Tree mixtures promote soil organic carbon by shaping fine root vertical distribution and morphology
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Bio-manure substitution declines soil N2O and NO emissions and improves nitrogen use efficiency and vegetable quality index
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Driving mechanisms of adaptive strategies and heavy metal remediation potential in Artemisia lavandulaefolia during succession of abandoned Pb–Zn mining areas
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Harnessing Native Arbuscular Mycorrhizal Fungi for Sustainable Potato Production in South Africa
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Characterization and role of polysaccharides in root extracellular trap structuring in two Fabaceae species
inferred← citeshttps://doi.org/10.1016/j.rhisph.2024.100889openalex-snapshot
Variations in plant root traits shaped by intraspecific interactions are species-specific
inferred← citeshttps://doi.org/10.1016/j.rhisph.2024.101008openalex-snapshot
Silicon drives distinctly the bacterial community in the rhizosphere of maize and common bean
inferred← citeshttps://doi.org/10.1016/j.rhisph.2025.101085openalex-snapshot
Increased fine roots, exudates and altered rhizospheric functions in the invasive plant Sphagneticola trilobata compared to the native Sphagneticola calendulacea
inferred← citeshttps://doi.org/10.1016/j.rhisph.2026.101386openalex-snapshot
Re-centering the hidden half of plant–plant interactions: moving beyond root biomass to architectural-chemical-microbial traits framework
inferred← citeshttps://doi.org/10.1016/j.rhisph.2026.101455openalex-snapshot
Coastal marsh carbon exudation rates increase with biomass and salinity
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.175032openalex-snapshot
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Effects of salinity on iron-organic carbon binding in the rhizosphere of Kandelia obovata: Insights from root exudate analysis
inferred← citeshttps://doi.org/10.1016/j.soilbio.2025.109731openalex-snapshot
Root exudates from drought-affected plants increase soil respiration across a range of grassland species
inferred← citeshttps://doi.org/10.1016/j.soilbio.2026.110248openalex-snapshot
Root exudates mediate tree growth–defense trade-offs by shaping pathogen accumulation and seedling survival in a subtropical forest
inferred← citeshttps://doi.org/10.1021/acs.est.4c00066openalex-snapshot
Arsenic-Hyperaccumulator Pteris vittata Effectively Uses Sparingly-Soluble Phosphate Rock: Rhizosphere Solubilization, Nutrient Improvement, and Arsenic Accumulation
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Legume crops exhibited high P-acquisition capacity under low soil phosphorus conditions
inferred← citeshttps://doi.org/10.1080/00103624.2025.2474180openalex-snapshot
Influence of Rooting Pattern and Root Chemical Characteristics on Soil Properties
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Species habitat preferences and root trait variation across 65 temperate perennial forbs
inferred← citeshttps://doi.org/10.1093/aob/mcaf113openalex-snapshot
Significant difference in Miscanthus species root carbon exudation rate
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Aspen-associated soil microbiomes reveal different strategies for nitrogen acquisition across ecosystems in Mexico and Canada
inferred← citeshttps://doi.org/10.1093/treephys/tpaf026openalex-snapshot
Tree carbon allocation to root exudates: implications for carbon budgets, soil sequestration and drought response
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Characterization of root exudates of black oat in the presence of interspecific weed species neighbours and intraspecific neighbours, and their effects on root traits
inferred← citeshttps://doi.org/10.1101/2024.10.29.620845openalex-snapshot
The relative effects of abiotic and biotic factors in explaining the structure of soil bacterial communities at diverse taxonomic levels
inferred← citeshttps://doi.org/10.1111/1365-2435.14548openalex-snapshot
Between‐ versus within‐species variation in plant–soil feedback relates to different functional traits, but exudate variability is involved at both scales
inferred← citeshttps://doi.org/10.1111/1365-2435.70245openalex-snapshot
Primary metabolites in root exudates are not affected by long‐term soil warming in a temperate forest
inferred← citeshttps://doi.org/10.1111/1365-2435.70387openalex-snapshot
Conservative roots confer a larger microbial carbon pump efficacy than acquisitive roots by regulating microbial life‐history strategy
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Direct and indirect effects of elevated CO 2 , warming and drought on plant–consumer interactions of Plantago lanceolata
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Mediterranean Climate‐Change Scenarios Threaten Winter Cover‐Crop Establishment and Soil‐Health Indicators
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Responses of vascular plant fine roots and associated microbial communities to whole‐ecosystem warming and elevated CO2 in northern peatlands
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Evolutionary history and root trait coordination predict nutrient strategy in tropical legume trees
inferred← citeshttps://doi.org/10.1111/nph.20047openalex-snapshot
Plant species and associated root nutritional traits influence soil dominant bacteria in coastal wetlands across China
inferred← citeshttps://doi.org/10.1111/nph.20314openalex-snapshot
Natural variation in root exudate composition in the genetically structured Arabidopsis thaliana in the Iberian Peninsula
inferred← citeshttps://doi.org/10.1111/nph.70116openalex-snapshot
Phylogenetic relatedness predicts plant–plant nitrogen transfer better than the duration of water scarcity periods
inferred← citeshttps://doi.org/10.1111/nph.70491openalex-snapshot
Plant diversity promotes soil nitrogen retention and removal processes in wetlands
inferred← citeshttps://doi.org/10.1111/nph.71342openalex-snapshot
Root anatomical traits modulate the assembly and nitrogen‐transformation potential of root‐associated microbiomes in a temperate steppe
inferred← citeshttps://doi.org/10.1111/pce.70737openalex-snapshot
Changes in Root Exudate Composition Drive the Evolution of Their Ecological Functions Towards Improved Chemical Defense and Plant–Microbe Interactions
inferred← citeshttps://doi.org/10.1128/msystems.00570-25openalex-snapshot
Soil properties and plant functional traits have different importance in shaping rhizosphere soil bacterial and fungal communities in a meadow steppe
inferred← citeshttps://doi.org/10.1186/s12870-026-08252-zopenalex-snapshot
Microbial mechanisms of rhizosphere nitrogen cycling mediated by cotton root exudates under nitrogen reduction: roles of thiamine and L-lysine
inferred← citeshttps://doi.org/10.1186/s40793-024-00550-zopenalex-snapshot
Plant effects on microbiome composition are constrained by environmental conditions in a successional grassland
inferred← citeshttps://doi.org/10.2139/ssrn.5128011openalex-snapshot
Root Morphology and Rhizosphere Functions are Related to the Invasion of Sphagneticola Trilobata
inferred← citeshttps://doi.org/10.3389/fagro.2024.1363124openalex-snapshot
If you can’t beat them, join them: using invasive plants to understand rhizodeposits as drivers of plant-soil feedbacks
inferred← citeshttps://doi.org/10.3389/fpls.2025.1511277openalex-snapshot
Impacts of plant root traits and microbial functional attributes on soil respiration components in the desert-oasis ecotone
inferred← citeshttps://doi.org/10.3390/agronomy15122765openalex-snapshot
From Microbial Functions to Measurable Indicators: A Framework for Predicting Grassland Productivity and Stability
inferred← citeshttps://doi.org/10.3390/ijms27042080openalex-snapshot
From Root Exudates to Eco-Corona: Mechanisms Shaping Nanoplastic Fate and Plant–Soil Interactions
inferred← citeshttps://doi.org/10.3390/microorganisms14051138openalex-snapshot
Rhizosphere Microbiome Engineering for Climate-Smart Agriculture: From Synthetic Consortia to Precision Decision Support
inferred← citeshttps://doi.org/10.3390/plants14030479openalex-snapshot
Root Exudates in Soilless Culture Conditions
inferred← citeshttps://doi.org/10.48130/forres-0025-0022openalex-snapshot
Growth strategies and phenotypic plasticity of improved Chinese fir families across soil types
inferred← citeshttps://doi.org/10.6084/m9.figshare.25059489openalex-snapshot
Additional file 1 of Plant effects on microbiome composition are constrained by environmental conditions in a successional grassland
inferred← citeshttps://doi.org/10.6084/m9.figshare.25059612openalex-snapshot
Additional file 2 of Plant effects on microbiome composition are constrained by environmental conditions in a successional grassland
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