Evidence map›Paper›PMID 41550290›Full record

ArticleEnvironmental science and ecotechnology2026

Ultrahigh-resolution 3D monitoring reveals sediment-derived plumes as algal bloom precursors.

Peng Xiao, Congchao Zhang, Yu Tao, Tiefu Xu, Ying Chen, Lian Feng, Lingchao Kong, Zhidan Wen, Weibin Zheng, Hao Xu and 14 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Environmental science and ecotechnology, 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

24 authors.

Peng XiaoState Key Laboratory of Urban-Rural Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin, 150086, China.
Congchao ZhangState Key Laboratory of Urban-Rural Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin, 150086, China.
Yu TaoSchool of Eco-Environment, Harbin Institute of Technology, Shenzhen, 518055, China.
Tiefu XuSchool of Civil Engineering, Heilongjiang University, Harbin, 150080, China.
Ying ChenSchool of Eco-Environment, Harbin Institute of Technology, Shenzhen, 518055, China.
Lian FengState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China.
Lingchao KongSchool of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China.
Zhidan WenNortheast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, 130102, China.
Weibin ZhengSchool of Eco-Environment, Harbin Institute of Technology, Shenzhen, 518055, China.
Hao XuSchool of Eco-Environment, Harbin Institute of Technology, Shenzhen, 518055, China.
Longxin GuoSchool of Eco-Environment, Harbin Institute of Technology, Shenzhen, 518055, China.
Hangyu GuoSchool of Environmental Science and Engineering, Nanjing Technology University, Nanjing, 211816, China.
Zheng PangKey Laboratory of Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China.
Zhiling LiState Key Laboratory of Urban-Rural Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin, 150086, China.
Chuan HeSchool of Eco-Environment, Harbin Institute of Technology, Shenzhen, 518055, China.
Shujie XuSchool of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China.
Kaishan SongNortheast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, 130102, China.
Jie FengShenzhen Academy of Environmental Sciences, Shenzhen, 518001, China.
Zhugen YangFaculty of Engineering and Applied Sciences, Cranfield University, Cranfield, MK43 0AL, UK.
Shu-Chien HsuDepartment of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hong Kong, China.
Chunmiao ZhengSchool of the Environment and Sustainable Engineering, Eastern Institute of Technology, Ningbo, 315200, China.
Aijie WangState Key Laboratory of Urban-Rural Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin, 150086, China.
Dragan SavicKWR Water Research Institute, Nieuwegein, 3430 BB, the Netherlands.
Nanqi RenState Key Laboratory of Urban-Rural Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin, 150086, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The global intensification of harmful algal blooms severely compromises freshwater ecosystems, threatening biodiversity and critical ecosystem services through toxin exposure, hypoxia, and water quality degradation. Bloom formation involves a complex interplay of nutrient dynamics, hydrology, and microbial activity. Although subsurface processes-such as the release of sediment-bound nutrients and the germination of dormant cyanobacteria-are thought crucial to bloom initiation, these phenomena occur at fine spatiotemporal scales beyond the reach of conventional monitoring. As a result, the exact, rapidly evolving triggers of bloom emergence remain mostly unknown. Here we show meter-scale chlorophyll

Indexed as

Early warningHarmful algal blooms (HABs)Sediment-derived plumesThree-dimensional (3D) monitoringUltrahigh-resolution

Identifiers

PMID41550290
PMCPMC12804123

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.