Evidence map›Paper›PMID 42038804›Full record

ArticlePlant phenomics (Washington, D.C.)2026

Genetic constraints on in-situ reflectance spectral variation in bermudagrass populations across Hainan Island.

Jingxue Zhang, Jiali Shang, Jiangui Liu, Liwen Wang, Mengli Han, Minghui Chen, Chen Chen, Yuhong He, Xuebing Yan

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Plant phenomics (Washington, D.C.), 2026. 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

9 authors.

Jingxue ZhangCollege of Animal Science and Technology, Yangzhou University, Yangzhou, 225000, China.
Jiali ShangOttawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, K1A0C6, Canada.
Jiangui LiuOttawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, K1A0C6, Canada.
Liwen WangCollege of Animal Science and Technology, Yangzhou University, Yangzhou, 225000, China.
Mengli HanCollege of Animal Science and Technology, Yangzhou University, Yangzhou, 225000, China.
Minghui ChenCollege of Animal Science and Technology, Yangzhou University, Yangzhou, 225000, China.
Chen ChenCollege of Animal Science and Technology, Yangzhou University, Yangzhou, 225000, China.
Yuhong HeDepartment of Geography, Geomatics and Environment, University of Toronto Mississauga, Mississauga, L5L 1C6, Canada.
Xuebing YanCollege of Animal Science and Technology, Yangzhou University, Yangzhou, 225000, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Remote sensing is increasingly applied in monitoring biodiversity and ecosystem health, however, its utility for detecting heritable aspects of biodiversity is limited by the challenge of distinguishing genetically adapted traits from plastic phenotypic responses. The gap between genetic information and spectral traits is from the indirect, environment-mediated nature of reflectance signals. In this study, we acquired hyperspectral reflectance data (350-2500 nm) combined with specific-locus amplified fragment sequencing (SLAF-seq) across wild bermudagrass (

Indexed as

BiodiversityCynodon dactylonGenetic differencesHyperspectral remote sensingLeaf-level spectra

Identifiers

PMID42038804
PMCPMC13109577

What OpenQuestion holds

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Registered trials

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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.