Evidence map›Paper›PMID 41236867›Full record

ArticleThe Plant journal : for cell and molecular biology2025

Using leaf and stomatal traits to predict biomass production and water use efficiency in Populus.

Jiaxin Wang, Heidi J Renninger

Abstract read
In one paragraph

Article in The Plant journal : for cell and molecular biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Jiaxin WangDepartment of Forestry, Mississippi State University, Mississippi State, 39762, USA.ORCID 0000-0003-4808-5085
Heidi J RenningerDepartment of Forestry, Mississippi State University, Mississippi State, 39762, USA.ORCID 0000-0002-2485-9835

Funding

National Institute of Food and Agriculture 2018-68005-27636National Institute of Food and Agriculture MISZ-067050U.S. Department of Energy DE-EE0009280
6 · The paper itself

Abstract

Climate change is reshaping ecosystems, driving plants to adapt through leaf-trait plasticity that reflects strategies for growth and water use. Predicting biomass production and intrinsic water use efficiency (iWUE) remains challenging because of genetic, taxonomic, and environmental variability. Here, we used eastern cottonwood and Populus hybrids as a model system to test whether easily measurable leaf traits can serve as reliable predictors of performance, and whether adding stomatal and biochemical traits improves predictive power. Across two field sites in Mississippi, leaf mass per area (LMA), biomass production, iWUE, leaf area, and foliar nitrogen (N%) differed significantly among taxa and sites, while other traits were conserved. Factorial analysis of mixed data (FAMD) revealed distinct clustering of taxa and sites, indicating coordinated variation among leaf and stomatal traits. Pairwise correlations highlighted fundamental trade-offs, with biomass positively related to LMA and petiole length but negatively associated with iWUE, N%, and carbon isotopic ratios (δ

Indexed as

Plant LeavesPlant StomataPopulusWaterBiomassClimate ChangeNitrogenNitrogenWaterbiomass productionclimate changeheat dissipationleaf boundary layer conductanceleaf functional traitsphenotypingphotosynthesisstomata arrangement

Identifiers

PMID41236867
PMCPMC12617678

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.