Evidence map›Paper›PMID 41484347›Full record

ArticleScientific reports2026

Combining UAV-SfM, SAR, MSI and field surveys for estimation of above ground biomass in mangrove forest of Chonburi, Thailand.

Jinchao Ma, Zhen Guo, Haibo Feng, Zhiwei Zhang, Wenxue Xu, Huanshan Ning, Jiawei Shen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 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

7 authors.

Jinchao MaSchool of GeoAI and Hindon STAI Institute, East China Normal University, Shanghai, 200241, China.
Zhen GuoResearch Center of Coastal Science and Marine Planning, Ministry of Natural Resources, First Institute of Oceanography, Qingdao, 266061, China. guozhen@fio.org.cn.
Haibo FengDepartment of Wood Science, The University of British Columbia, Vancouver, Canada. haibo.feng@ubc.ca.
Zhiwei ZhangResearch Center of Coastal Science and Marine Planning, Ministry of Natural Resources, First Institute of Oceanography, Qingdao, 266061, China.
Wenxue XuResearch Center of Coastal Science and Marine Planning, Ministry of Natural Resources, First Institute of Oceanography, Qingdao, 266061, China.
Huanshan NingResearch Center of Coastal Science and Marine Planning, Ministry of Natural Resources, First Institute of Oceanography, Qingdao, 266061, China.
Jiawei ShenResearch Center of Coastal Science and Marine Planning, Ministry of Natural Resources, First Institute of Oceanography, Qingdao, 266061, China.

Funding

Asian Regional Cooperation from the China Ministry of Foreign Affairs WJ0922011China Oceanic Development Foundation B222023017National Natural Science Foundation of China 42171292National Natural Science Foundation of China 42376228
6 · The paper itself

Abstract

Mangrove biomass is a key indicator for quantifying carbon cycling in blue-carbon ecosystems, yet conventional approaches face significant challenges. To improve large-scale mangrove biomass assessment and provide a baseline for targeted conservation, present study proposes a Single-tree-Plot-Community-Region (AGB

Indexed as

BiomassWetlandsCarbon CycleConservation of Natural ResourcesEcosystemRemote Sensing TechnologyThailandAboveground biomassMangroveSingle-tree segmentationStructure from motionUpscaling method

Identifiers

PMID41484347
PMCPMC12859016

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.