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Paleoclimate and current climate collectively shape the phylogenetic and functional diversity of trees worldwide

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Middle Miocene climate instability associated with high‐amplitude CO2 variability
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Constructing a broadly inclusive seed plant phylogeny
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Functional diversity of North American broad‐leaved trees is codetermined by past and current environmental factors
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WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas
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The PD Phylogenetic Diversity Framework: Linking Evolutionary History to Feature Diversity for Biodiversity Conservation
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Functional Diversity — at the Crossroads between Ecosystem Functioning and Environmental Filters
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Taxonomic revision of Astraea (Euphorbiaceae)
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Pleistocene range disruption and postglacial expansion with secondary contacts explain the genetic and cytotype structure in the western Balkan endemic Alyssum austrodalmaticum (Brassicaceae)
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Myrtaceae in the Atlantic forest: their role as a ‘model’ group
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Comparing implementations of global and local indicators of spatial association
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Conservation evaluation and phylogenetic diversity
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Global vegetation dynamics and latitudinal temperature gradients during the Mid to Late Miocene (15.97–5.33Ma)
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The non-analogue nature of Pliocene temperature gradients
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Gross nitrogen transformation rates differ in reconstructed oil-sand soils from natural boreal-forest soils as revealed using a 15N tracing method
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Modelling the enigmatic Late Pliocene Glacial Event — Marine Isotope Stage M2
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A Tortonian (Late Miocene, 11.61–7.25Ma) global vegetation reconstruction
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Impacts of global climate change on the floras of oceanic islands – Projections, implications and current knowledge
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Detecting the Multiple Facets of Biodiversity
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Phylogeny and biogeography of East Asian evergreen oaks (Quercus section Cyclobalanopsis; Fagaceae): Insights into the Cenozoic history of evergreen broad-leaved forests in subtropical Asia
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Vive la différence: plant functional diversity matters to ecosystem processes
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Near‐Future pCO 2 During the Hot Miocene Climatic Optimum
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Tree species richness modelling: an approach of global applicability?
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Global patterns in biodiversity
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The worldwide leaf economics spectrum
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Mapping tree density at a global scale
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The global spectrum of plant form and function
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Large conservation gains possible for global biodiversity facets
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Late Miocene global cooling and the rise of modern ecosystems
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Prioritizing phylogenetic diversity captures functional diversity unreliably
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The exceptional value of intact forest ecosystems
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Global trait–environment relationships of plant communities
inferredcites →https://doi.org/10.1038/s41559-019-0799-0openalex-snapshot
Global patterns and drivers of tree diversity integrated across a continuum of spatial grains
inferredcites →https://doi.org/10.1038/s41586-018-0005-6openalex-snapshot
Accelerated increase in plant species richness on mountain summits is linked to warming
inferredcites →https://doi.org/10.1038/s41598-019-40055-1openalex-snapshot
Asymmetric paralog evolution between the “cryptic” gene Bmp16 and its well-studied sister genes Bmp2 and Bmp4
inferredcites →https://doi.org/10.1038/s41598-019-43475-1openalex-snapshot
Functional diversity drives ecosystem multifunctionality in a Pinus yunnanensis natural secondary forest
inferredcites →https://doi.org/10.1038/sdata.2017.122openalex-snapshot
Climatologies at high resolution for the earth’s land surface areas
inferredcites →https://doi.org/10.1038/sdata.2018.254openalex-snapshot
PaleoClim, high spatial resolution paleoclimate surfaces for global land areas
inferredcites →https://doi.org/10.1038/srep42988openalex-snapshot
Consistent role of Quaternary climate change in shaping current plant functional diversity patterns across European plant orders
inferredcites →https://doi.org/10.1046/j.1365-2699.2002.00662.xopenalex-snapshot
Biogeographical regions under track and cladistic scrutiny
inferredcites →https://doi.org/10.1073/pnas.0608361104openalex-snapshot
Global patterns and determinants of vascular plant diversity
inferredcites →https://doi.org/10.1073/pnas.0801962105openalex-snapshot
A phylogenetic perspective on the distribution of plant diversity
inferredcites →https://doi.org/10.1073/pnas.0905130106openalex-snapshot
Late Paleocene fossils from the Cerrejón Formation, Colombia, are the earliest record of Neotropical rainforest
inferredcites →https://doi.org/10.1073/pnas.0912668107openalex-snapshot
Quantification of global gross forest cover loss
inferredcites →https://doi.org/10.1073/pnas.1317722111openalex-snapshot
Functional trait space and the latitudinal diversity gradient
inferredcites →https://doi.org/10.1073/pnas.1713819115openalex-snapshot
Amazonia is the primary source of Neotropical biodiversity
inferredcites →https://doi.org/10.1073/pnas.1918100117openalex-snapshot
Darwin’s naturalization conundrum can be explained by spatial scale
inferredcites →https://doi.org/10.1073/pnas.97.16.9115openalex-snapshot
Evolutionary consequences of changes in species' geographical distributions driven by Milankovitch climate oscillations
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The formation of the oceanic temperate forests of New Zealand
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Silvicultural options to promote seedling establishment on Kalmia–Vaccinium-dominated sites
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GlobalTreeSearch: The first complete global database of tree species and country distributions
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Coarse Woody Debris Dynamics Following Biomass Harvesting: Tracking Carbon and Nitrogen Patterns During Early Stand Development in Upland Black Spruce Ecosystems
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Latitudinal Gradients in Species Diversity: A Review of Concepts
inferredcites →https://doi.org/10.1086/381004openalex-snapshot
On the Generality of the Latitudinal Diversity Gradient
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Constancy in Functional Space across a Species Richness Anomaly
inferredcites →https://doi.org/10.1093/bioinformatics/btq166openalex-snapshot
Picante: R tools for integrating phylogenies and ecology
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A Note on a General Definition of the Coefficient of Determination
inferredcites →https://doi.org/10.1093/sysbio/syx054openalex-snapshot
Conserving Phylogenetic Diversity Can Be a Poor Strategy for Conserving Functional Diversity
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Pleistocene population expansions of shade-tolerant trees indicate fragmentation of the African rainforest during the Ice Ages
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An option space for early neural evolution
inferredcites →https://doi.org/10.1101/2020.04.21.052464openalex-snapshot
Half of the world’s tree biodiversity is unprotected and is increasingly threatened by human activities
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Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization
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On the shape of a set of points in the plane
inferredcites →https://doi.org/10.1111/1365-2745.12510openalex-snapshot
Regional and historical factors supplement current climate in shaping global forest canopy height
inferredcites →https://doi.org/10.1111/2041-210x.12401openalex-snapshot
letsR: a new R package for data handling and analysis in macroecology
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A guide to phylogenetic metrics for conservation, community ecology and macroecology
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An assessment of threats to terrestrial protected areas
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Topoclimate versus macroclimate: how does climate mapping methodology affect species distribution models and climate change projections?
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Environmental heterogeneity as a universal driver of species richness across taxa, biomes and spatial scales
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Direct and indirect effects of climate on richness drive the latitudinal diversity gradient in forest trees
inferredcites →https://doi.org/10.1111/ele.13481openalex-snapshot
Biogeographic historical legacies in the net primary productivity of Northern Hemisphere forests
inferredcites →https://doi.org/10.1111/evo.13967openalex-snapshot
Ancient tropical extinctions at high latitudes contributed to the latitudinal diversity gradient*
inferredcites →https://doi.org/10.1111/gcb.14375openalex-snapshot
Late Quaternary climate legacies in contemporary plant functional composition
inferredcites →https://doi.org/10.1111/gcb.14549openalex-snapshot
Managing the middle: A shift in conservation priorities based on the global human modification gradient
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TRY plant trait database – enhanced coverage and open access
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Geographic patterns in functional diversity deficits are linked to glacial‐interglacial climate stability and accessibility
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BHPMF – a hierarchical B ayesian approach to gap‐filling and trait prediction for macroecology and functional biogeography
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L ate C enozoic climate and the phylogenetic structure of regional conifer floras world‐wide
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Greater tree species richness in eastern North America compared to Europe is coupled to denser, more clustered functional trait space filling, not to trait space expansion
inferredcites →https://doi.org/10.1111/geb.12961openalex-snapshot
Species and phylogenetic endemism in angiosperm trees across the Northern Hemisphere are jointly shaped by modern climate and glacial–interglacial climate change
inferredcites →https://doi.org/10.1111/geb.13001openalex-snapshot
Current climate, isolation and history drive global patterns of tree phylogenetic endemism
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Decoupled erosion of amphibians’ phylogenetic and functional diversity due to extinction
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Towards a consensus for calculating dendrogram‐based functional diversity indices
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TRY – a global database of plant traits
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High tropical net diversification drives the New World latitudinal gradient in palm (Arecaceae) species richness
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Atmosphere, ecology and evolution: what drove the Miocene expansion of C4grasslands?
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Functional diversity: back to basics and looking forward
inferredcites →https://doi.org/10.1111/j.1461-0248.2007.01038.xopenalex-snapshot
Could the tree diversity pattern in Europe be generated by postglacial dispersal limitation?
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Spatial mismatch and congruence between taxonomic, phylogenetic and functional diversity: the need for integrative conservation strategies in a changing world
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Modulation of leaf economic traits and trait relationships by climate
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Spatial autocorrelation and the selection of simultaneous autoregressive models
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Quaternary and pre‐Quaternary historical legacies in the global distribution of a major tropical plant lineage
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Simple means to improve the interpretability of regression coefficients
inferredcites →https://doi.org/10.1111/jbi.12228openalex-snapshot
Why are there so many species in the tropics?
inferredcites →https://doi.org/10.1111/jvs.12354openalex-snapshot
Functional convergence and phylogenetic divergence during secondary succession of subtropical wet forests in Puerto Rico
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A metacalibrated time‐tree documents the early rise of flowering plant phylogenetic diversity
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The last frontiers of wilderness: Tracking loss of intact forest landscapes from 2000 to 2013
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The commonness of rarity: Global and future distribution of rarity across land plants
inferredcites →https://doi.org/10.1126/science.1059412openalex-snapshot
Trends, Rhythms, and Aberrations in Global Climate 65 Ma to Present
inferredcites →https://doi.org/10.1126/science.1072779openalex-snapshot
Geographic Range Size and Determinants of Avian Species Richness
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Simulating Arctic Climate Warmth and Ice Field Retreat in the Last Interglaciation
inferredcites →https://doi.org/10.1126/science.1155365openalex-snapshot
Beyond Deforestation: Restoring Forests and Ecosystem Services on Degraded Lands
inferredcites →https://doi.org/10.1126/science.1160662openalex-snapshot
Functional Traits and Niche-Based Tree Community Assembly in an Amazonian Forest
inferredcites →https://doi.org/10.1126/science.1210173openalex-snapshot
The Influence of Late Quaternary Climate-Change Velocity on Species Endemism
inferredcites →https://doi.org/10.1126/science.1244693openalex-snapshot
High-Resolution Global Maps of 21st-Century Forest Cover Change
inferredcites →https://doi.org/10.1126/science.1260947openalex-snapshot
Linked canopy, climate, and faunal change in the Cenozoic of Patagonia
inferredcites →https://doi.org/10.1126/science.aaf5080openalex-snapshot
Plant diversity patterns in neotropical dry forests and their conservation implications
inferredcites →https://doi.org/10.1126/science.aal4760openalex-snapshot
Global climatic drivers of leaf size
inferredcites →https://doi.org/10.1126/science.aax0848openalex-snapshot
The global tree restoration potential
inferredcites →https://doi.org/10.1139/cjfr-30-1-168openalex-snapshot
Light extinction coefficients specific to the understory vegetation of the southern boreal forest, Quebec
inferredcites →https://doi.org/10.1139/er-2015-0072openalex-snapshot
Traits to stay, traits to move: a review of functional traits to assess sensitivity and adaptive capacity of temperate and boreal trees to climate change
inferredcites →https://doi.org/10.1146/annurev-ecolsys-112414-054102openalex-snapshot
Ecological and Evolutionary Drivers of Geographic Variation in Species Diversity
inferredcites →https://doi.org/10.1146/annurev-ecolsys-112414-054314openalex-snapshot
The Influence of Paleoclimate on Present-Day Patterns in Biodiversity and Ecosystems
inferredcites →https://doi.org/10.1177/0049124104268644openalex-snapshot
Multimodel Inference
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The taxonomic name resolution service: an online tool for automated standardization of plant names
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Big data of tree species distributions: how big and how good?
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Functional Resilience against Climate-Driven Extinctions – Comparing the Functional Diversity of European and North American Tree Floras
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Terrestrial Ecoregions of the World: A New Map of Life on Earth
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The Human Footprint and the Last of the Wild
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Generalizing the Convex Hull of a Sample: TheRPackagealphahull
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fastcluster : Fast Hierarchical, Agglomerative Clustering Routines for R and Python
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A Distributed Procedure for Computing Stochastic Expansions withMathematica
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TOLERANCE TO SHADE, DROUGHT, AND WATERLOGGING OF TEMPERATE NORTHERN HEMISPHERE TREES AND SHRUBS
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NEUTRAL THEORY AND THE EVOLUTION OF ECOLOGICAL EQUIVALENCE
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TOWARD A METABOLIC THEORY OF ECOLOGY
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LINKING GLOBAL PATTERNS IN BIODIVERSITY TO EVOLUTIONARY DYNAMICS USING METABOLIC THEORY
inferredcites →https://doi.org/10.1890/08-1025.1openalex-snapshot
Opposing assembly mechanisms in a Neotropical dry forest: implications for phylogenetic and functional community ecology
inferredcites →https://doi.org/10.1890/12-1577.1openalex-snapshot
Multimillion‐year climatic effects on palm species diversity in Africa
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Linking environmental filtering and disequilibrium to biogeography with a community climate framework
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Population structure and growth acclimation of mountain maple along a successional gradient in the southern boreal forest
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Geographic patterns of vascular plant diversity at continental to global scales
inferredcites →https://doi.org/10.32614/cran.package.veganopenalex-snapshot
vegan: Community Ecology Package
inferredcites →https://doi.org/10.3897/phytokeys.74.9723openalex-snapshot
RAINBIO: a mega-database of tropical African vascular plants distributions
inferredcites →https://doi.org/10.48550/arxiv.1611.05289openalex-snapshot
SpatialPack: Computing the Association Between Two Spatial Processes
inferredcites →https://doi.org/10.5167/uzh-139381openalex-snapshot
Climatologies at high resolution for the earth’s land surface areas
inferredcites →https://doi.org/10.5281/zenodo.3710498openalex-snapshot
Darwin's naturalization conundrum can be explained by spatial scale: R replication code
inferredcites →https://doi.org/10.5558/tfc82844-6openalex-snapshot
Post-harvest nitrogen cycling in clearcut and alternative silvicultural systems in a montane forest in coastal British Columbia
inferredcites →https://doi.org/10.7287/peerj.preprints.2615v1openalex-snapshot
Cyberinfrastructure for an integrated botanical information network to investigate the ecological impacts of global climate change on plant biodiversity

What points at this work

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

inferred← citeshttps://doi.org/10.1038/s41467-024-48276-3zenodo-depositor-declared
Regional uniqueness of tree species composition and response to forest loss and climate change
inferred← citeshttps://doi.org/10.1016/j.ecolind.2025.113246openalex-snapshot
Precipitation drives latitudinal patterns of multifaceted biodiversity in montane forests, South-Central China
inferred← citeshttps://doi.org/10.1016/j.foreco.2021.119605openalex-snapshot
Differential responses of forest strata species richness to paleoclimate and forest structure
inferred← citeshttps://doi.org/10.1038/s42003-022-03573-9openalex-snapshot
Biodiversity mediates ecosystem sensitivity to climate variability
inferred← citeshttps://doi.org/10.1101/2020.11.14.382846openalex-snapshot
Quaternary climate change explains global patterns of tree beta-diversity
inferred← citeshttps://doi.org/10.1111/1365-2435.14599openalex-snapshot
Functional diversity loss and taxonomic delays of European freshwater fish and North American breeding birds
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