Harrison R. Coker, Aenghus C. Denvir, Amir M. Mokhtari, Anna Lewkowicz, Patrick Grove, Kristina Mikhailova, Colin Lennox, Marina López-Pozo, Artemi Jaumà-Palomeras, Luke G. Whiteley, Rachel C. Rivero, Borja Barbero Barcenilla, Julie A. Howe
{"title":"The Elemental Composition of Land Plants: A Global Database and Meta-analysis","authors":"Harrison R. Coker, Aenghus C. Denvir, Amir M. Mokhtari, Anna Lewkowicz, Patrick Grove, Kristina Mikhailova, Colin Lennox, Marina López-Pozo, Artemi Jaumà-Palomeras, Luke G. Whiteley, Rachel C. Rivero, Borja Barbero Barcenilla, Julie A. Howe","doi":"10.1021/acsenvironau.6c00028","DOIUrl":null,"url":null,"abstract":"<p>Although plants likely take up all elements present in\r\nthe soil\r\nenvironment, the elemental composition of land plants remains poorly\r\ncharacterized beyond essential nutrients. A comprehensive global database\r\nof plant tissue concentrations spanning 52 elements was compiled from\r\n5,474 samples across 73 countries, 21 climate classes, and 26 soil\r\ngroups. Robust global means for macronutrients, micronutrients, transition\r\nand heavy metals, metalloids, and rare earth elements are reported\r\nusing mixed-effects models that account for study level variation.\r\nGlobal concentrations are also reported for roots and shoots, domesticated\r\nand wild plants, edible and nonedible plants, N-fixation symbiosis,\r\nand for various plant types including trees, shrubs, vines, forbs,\r\nsedges, grasses, ferns, and mosses. Many nonessential elements (i.e.\r\ntransition metals, rare earth elements) exist in plant tissues in\r\nhigher concentrations than micronutrients, with 20 elements higher\r\nthan Mo. Phylogenetic analyses across major plant lineages revealed\r\nstrong evolutionary constraints on elemental composition, with Ornstein–Uhlenbeck\r\nmodels indicating stabilizing selection toward lineage-specific optima\r\nfor most elements. The plant elements most likely to predict taxonomic\r\ngrouping through unsupervised machine learning (XGBoost) followed\r\nS > Ca > N > Zn > Ba > Cu > Pb > Sb > Cd >\r\nP. Multivariate ordinations\r\nseparated domesticated crops from wild species, driven primarily by\r\nmacronutrient enrichment in crops. Further, key atomic ratios differed\r\nbetween domesticated and wild plants, driven by differences in Zn:Cd,\r\nK:Na, N:S, and N:P. Systematic hyperaccumulator identification revealed\r\n53 species across diverse taxa, with high Ni, Cu, and Pb uptake as\r\nthe most prevalent indicator of hyperaccumulation. The study provides\r\nreliable and comprehensive estimates of the elemental composition\r\nof land plants and highlights that lesser studied elements constitute\r\na considerable fraction of plant tissues.</p>","PeriodicalId":29801,"journal":{"name":"ACS Environmental Au","volume":"6 5","pages":"814–828"},"PeriodicalIF":9.6000,"publicationDate":"2026-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Environmental Au","FirstCategoryId":"1085","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acsenvironau.6c00028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/7/23 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0
Abstract
Although plants likely take up all elements present in
the soil
environment, the elemental composition of land plants remains poorly
characterized beyond essential nutrients. A comprehensive global database
of plant tissue concentrations spanning 52 elements was compiled from
5,474 samples across 73 countries, 21 climate classes, and 26 soil
groups. Robust global means for macronutrients, micronutrients, transition
and heavy metals, metalloids, and rare earth elements are reported
using mixed-effects models that account for study level variation.
Global concentrations are also reported for roots and shoots, domesticated
and wild plants, edible and nonedible plants, N-fixation symbiosis,
and for various plant types including trees, shrubs, vines, forbs,
sedges, grasses, ferns, and mosses. Many nonessential elements (i.e.
transition metals, rare earth elements) exist in plant tissues in
higher concentrations than micronutrients, with 20 elements higher
than Mo. Phylogenetic analyses across major plant lineages revealed
strong evolutionary constraints on elemental composition, with Ornstein–Uhlenbeck
models indicating stabilizing selection toward lineage-specific optima
for most elements. The plant elements most likely to predict taxonomic
grouping through unsupervised machine learning (XGBoost) followed
S > Ca > N > Zn > Ba > Cu > Pb > Sb > Cd >
P. Multivariate ordinations
separated domesticated crops from wild species, driven primarily by
macronutrient enrichment in crops. Further, key atomic ratios differed
between domesticated and wild plants, driven by differences in Zn:Cd,
K:Na, N:S, and N:P. Systematic hyperaccumulator identification revealed
53 species across diverse taxa, with high Ni, Cu, and Pb uptake as
the most prevalent indicator of hyperaccumulation. The study provides
reliable and comprehensive estimates of the elemental composition
of land plants and highlights that lesser studied elements constitute
a considerable fraction of plant tissues.
期刊介绍:
ACS Environmental Au is an open access journal which publishes experimental research and theoretical results in all aspects of environmental science and technology both pure and applied. Short letters comprehensive articles reviews and perspectives are welcome in the following areas:Alternative EnergyAnthropogenic Impacts on Atmosphere Soil or WaterBiogeochemical CyclingBiomass or Wastes as ResourcesContaminants in Aquatic and Terrestrial EnvironmentsEnvironmental Data ScienceEcotoxicology and Public HealthEnergy and ClimateEnvironmental Modeling Processes and Measurement Methods and TechnologiesEnvironmental Nanotechnology and BiotechnologyGreen ChemistryGreen Manufacturing and EngineeringRisk assessment Regulatory Frameworks and Life-Cycle AssessmentsTreatment and Resource Recovery and Waste Management