Evidence map›Paper›PMID 40365480›Full record

ArticleEcology and evolution2025

The Optimization of Stand Structure Can Significantly Alleviate the Flammability of Forest Ecosystems.

Yan Zhang, Xiangwen Deng, Xiaoyong He, Xiaolong Zhang, Zhihong Huang, Liang Chen, Shuai Ouyang, Wenhua Xiang

Abstract read
In one paragraph

Article in Ecology and evolution, 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

8 authors.

Yan ZhangCollege of Life and Environmental Sciences Central South University of Forestry and Technology Changsha Hunan Province China.
Xiangwen DengCollege of Life and Environmental Sciences Central South University of Forestry and Technology Changsha Hunan Province China.ORCID https://orcid.org/0000-0002-9399-1231
Xiaoyong HeForestry Bureau of Shaoyang County Shaoyang China.
Xiaolong ZhangForestry Bureau of Shaoyang County Shaoyang China.
Zhihong HuangCollege of Life and Environmental Sciences Central South University of Forestry and Technology Changsha Hunan Province China.
Liang ChenCollege of Life and Environmental Sciences Central South University of Forestry and Technology Changsha Hunan Province China.ORCID https://orcid.org/0000-0001-7852-6131
Shuai OuyangCollege of Life and Environmental Sciences Central South University of Forestry and Technology Changsha Hunan Province China.
Wenhua XiangCollege of Life and Environmental Sciences Central South University of Forestry and Technology Changsha Hunan Province China.ORCID https://orcid.org/0000-0002-6762-7938

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The accurate classification of forest fuels and the evaluation of the flammability of different forest types are crucial for effective forest fire control and classification management. We aimed to evaluate and classify the flammability of surface forest fuels in the subtropical area of China. The surface forest fuels were collected from 12 typical forest types. The flammability of surface forest fuels was assessed by evaluating their drying time, fuel moisture, ignition point, calorific value, combustion duration, and ash content. The principal component analysis (PCA), entropy weight method, k-means clustering algorithm, and Pearson correlation coefficient method were employed for the classification of forest fuels and the evaluation of forest flammability. The results revealed that the flammability of surface living fuels across diverse plant families was significantly different. Rutaceae and Cucurbitaceae plants exhibited relatively high flammability, while Arecaceae plants demonstrated characteristics of low flammability. The surface fuels could be categorized into high, moderate, and low flammability. The high flammability fuels mainly consisted of plant leaves and litter components. The forest humus belongs to the low flammability. The forest flammability was classified into three categories according to the ignition forest fire risk index (IRI) and the burning intensity & severity index (BSI). The highest flammability forest types were EPF:

Indexed as

burning intensity & severity indexfire hazardforest fuelfuel treatmentignition forest fire risk indexsubtropicalvegetation

Identifiers

PMID40365480
PMCPMC12074718

What OpenQuestion holds

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LicenceCC BY
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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.