Evidence map›Paper›PMID 40271439›Full record

ArticleFrontiers in plant science2025

Combine photosynthetic characteristics and leaf hyperspectral reflectance for early detection of water stress.

Linbao Li, Guiyun Huang, Jinhua Wu, Yunchao Yu, Guangxin Zhang, Yang Su, Xiongying Wang, Huiyuan Chen, Yeqing Wang, Di Wu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

10 authors.

Linbao Li *Yangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Guiyun Huang *Yangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Jinhua Wu *Yangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Yunchao YuYangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Guangxin ZhangYangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Yang SuYangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Xiongying WangYangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Huiyuan ChenYangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.
Yeqing WangWufeng Houhe National Nature Reserver, Hubei Forestry Bureau, Yichang, China.
Di WuYangtze River Biodiversity Research Centre, China Three Gorges Corporation, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Advanced techniques capable of early and non-destructive detection of the impacts of water stress on trees and estimation of the underlying photosynthetic capacities on larger scale are necessary to meet the challenges of limiting plant growth and ecological protection caused by drought. We tested influence of continuous water stress on photosynthetic traits including Leaf Chlorophyll content (LCC) and Chlorophyll Fluorescence (ChlF) and combined hyperspectral reflectance as a high-throughput approach for early and non-destructive assessment of LCC and ChlF traits in

Indexed as

chlorophyll fluorescencehyperspectral reflectanceleaf chlorophyll contentmachine learning algorithmsRhamnus leptophyllawater stress

Identifiers

PMID40271439
PMCPMC12014561

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.