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Neither global nor consistent: a technical comment on the tree diversity-productivity analysis of Liang et al. (2016)

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

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

inferredcites →https://doi.org/10.1007/978-1-4419-0318-1openalex-snapshot
Mixed-Effects Models in Sand S-PLUS
inferredcites →https://doi.org/10.1007/978-1-4612-1554-7openalex-snapshot
Subsampling
inferredcites →https://doi.org/10.1016/j.foreco.2010.01.012openalex-snapshot
The Brazil Eucalyptus Potential Productivity Project: Influence of water, nutrients and stand uniformity on wood production
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1038/nature05202openalex-snapshot
Effects of biodiversity on the functioning of trophic groups and ecosystems
inferredcites →https://doi.org/10.1038/nature10282openalex-snapshot
High plant diversity is needed to maintain ecosystem services
inferredcites →https://doi.org/10.1038/nature11148openalex-snapshot
Biodiversity loss and its impact on humanity
inferredcites →https://doi.org/10.1038/nature14967openalex-snapshot
Mapping tree density at a global scale
inferredcites →https://doi.org/10.1098/rsbl.2017.0747openalex-snapshot
Positive biodiversity–productivity relationships in forests: climate matters
inferredcites →https://doi.org/10.1111/j.1365-2745.2011.01944.xopenalex-snapshot
Forest productivity increases with evenness, species richness and trait variation: a global meta‐analysis
inferredcites →https://doi.org/10.1111/j.1461-0248.2007.01016.xopenalex-snapshot
Species richness and wood production: a positive association in Mediterranean forests
inferredcites →https://doi.org/10.1111/j.1466-8238.2010.00592.xopenalex-snapshot
The effect of biodiversity on tree productivity: from temperate to boreal forests
inferredcites →https://doi.org/10.1111/nph.15263openalex-snapshot
Diversity and forest productivity in a changing climate
inferredcites →https://doi.org/10.1126/science.aaf8957openalex-snapshot
Positive biodiversity-productivity relationship predominant in global forests
inferredcites →https://doi.org/10.1126/science.aat6405openalex-snapshot
Impacts of species richness on productivity in a large-scale subtropical forest experiment
inferredcites →https://doi.org/10.1186/s40663-017-0122-yopenalex-snapshot
Management breaks the natural productivity-biodiversity relationship in forests and grassland: an opinion
inferredcites →https://doi.org/10.1198/jasa.2010.tm09757openalex-snapshot
Estimability and Likelihood Inference for Generalized Linear Mixed Models Using Data Cloning
inferredcites →https://doi.org/10.1198/tech.2001.s574openalex-snapshot
Mixed-Effects Models in S and S-PLUS
inferredcites →https://doi.org/10.1371/journal.pone.0053530openalex-snapshot
Disentangling Biodiversity and Climatic Determinants of Wood Production
inferredcites →https://doi.org/10.1890/0012-9658(2001)082[2381:witorb]2.0.co;2openalex-snapshot
WHAT IS THE OBSERVED RELATIONSHIP BETWEEN SPECIES RICHNESS AND PRODUCTIVITY?
inferredcites →https://doi.org/10.1890/02-3128openalex-snapshot
WHAT IS THE OBSERVED RELATIONSHIP BETWEEN SPECIES RICHNESS AND PRODUCTIVITY? COMMENT
inferredcites →https://doi.org/10.1890/08-0968.1openalex-snapshot
Meta‐analyses and mega‐mistakes: calling time on meta‐analysis of the species richness–productivity relationship

What points at this work

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

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Biotic and abiotic drivers of ecosystem functioning differ between a temperate and a tropical region
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Towards more reliable interdisciplinary modelling of global human–environment dynamics driving biodiversity change
inferred← citeshttps://doi.org/10.1007/s00442-023-05363-4openalex-snapshot
A critical assessment of the biodiversity–productivity relationship in forests and implications for conservation
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109665openalex-snapshot
Species-specific growth responses to local and regional climate variability indicate the presence of a diversity portfolio effect in mediterranean tree assemblages
inferred← citeshttps://doi.org/10.1016/j.baae.2020.09.007openalex-snapshot
Functional-structural plant models to boost understanding of complementarity in light capture and use in mixed-species forests
inferred← citeshttps://doi.org/10.1016/j.baae.2021.01.008openalex-snapshot
Reprint of: Functional-structural plant models to boost understanding of complementarity in light capture and use in mixed-species forests
inferred← citeshttps://doi.org/10.1016/j.foreco.2019.06.017openalex-snapshot
Forest ecological heterogeneity determines contrasting relationships between crown defoliation and tree diversity
inferred← citeshttps://doi.org/10.1016/j.foreco.2020.118625openalex-snapshot
Silver fir growth responses to drought depend on interactions between tree characteristics, soil and neighbourhood features
inferred← citeshttps://doi.org/10.1016/j.foreco.2021.119019openalex-snapshot
Mixed vs. monospecific mountain forests in response to climate change: structural and growth perspectives of Norway spruce and European beech
inferred← citeshttps://doi.org/10.1016/j.gecco.2019.e00886openalex-snapshot
Challenges in producing policy-relevant global scenarios of biodiversity and ecosystem services
inferred← citeshttps://doi.org/10.1016/j.resenv.2025.100221openalex-snapshot
Scale-dependent effects of tree species diversity on soil erosion resistance
inferred← citeshttps://doi.org/10.1038/s41467-020-19460-yopenalex-snapshot
Climate reverses directionality in the richness–abundance relationship across the World’s main forest biomes
inferred← citeshttps://doi.org/10.1038/s41598-023-38225-3openalex-snapshot
Climate and soil effects on tree species diversity and aboveground carbon patterns in semi-arid tree savannas
inferred← citeshttps://doi.org/10.1038/s41598-025-19274-2openalex-snapshot
Carbon dynamics with stand structure and species diversity in the Hindu Kush Himalaya ranges of Pakistan
inferred← citeshttps://doi.org/10.1101/2023.12.07.570720openalex-snapshot
Tree species richness and evenness affect forest biomass differently across biogeographic regions
inferred← citeshttps://doi.org/10.1111/1365-2435.13585openalex-snapshot
Structural complexity and large‐sized trees explain shifting species richness and carbon relationship across vegetation types
inferred← citeshttps://doi.org/10.1111/1365-2745.13320openalex-snapshot
Functional diversity improves tropical forest resilience: Insights from a long‐term virtual experiment
inferred← citeshttps://doi.org/10.1111/1462-2920.16370openalex-snapshot
Eukaryotes contribute more than bacteria to the recovery of freshwater ecosystem functions under different drought durations
inferred← citeshttps://doi.org/10.1111/gcb.15529openalex-snapshot
Low forest productivity associated with increasing drought‐tolerant species is compensated by an increase in drought‐tolerance richness
inferred← citeshttps://doi.org/10.1111/gcb.70493openalex-snapshot
Diversity in Resource Use Strategies Promotes Productivity in Young Planted Tree Species Mixtures
inferred← citeshttps://doi.org/10.1186/s40663-020-0215-xopenalex-snapshot
Interpreting forest diversity-productivity relationships: volume values, disturbance histories and alternative inferences
inferred← citeshttps://doi.org/10.31223/x56m1vopenalex-snapshot
Towards robust interdisciplinary modeling of global human-environmental dynamics
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