Evidence map›Paper›PMID 42293438›Full record

ArticleData in brief2026

A high-resolution beach imagery dataset with COCO annotations for deep learning-based

Javier Arellano-Verdejo, Hugo E Lazcano-Hernandez, Arturo Trejo-Morales, Martin Santos Romero

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Data in brief, 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

4 authors.

Javier Arellano-VerdejoDepartment of Observation and Study of the Earth, Atmosphere, and Ocean, El Colegio de la Frontera Sur, Chetumal, Quintana Roo 77014, Mexico.
Hugo E Lazcano-HernandezDepartment of Observation and Study of the Earth, Atmosphere, and Ocean, SECIHTI-ECOSUR, Chetumal, Quintana Roo 77014, Mexico.
Arturo Trejo-MoralesDepartment of Observation and Study of the Earth, Atmosphere, and Ocean, El Colegio de la Frontera Sur, Chetumal, Quintana Roo 77014, Mexico.
Martin Santos RomeroDepartment of Networks and Information Technology, Universidad Autonoma del Estado de Quintana Roo, Chetumal, Quintana Roo 77019, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate monitoring of

Indexed as

Beach imagery classificationBeach monitoringCitizen scienceCrowdsourcingMexican CaribbeanPelagic sargassoSemantic segmentation

Identifiers

PMID42293438
PMCPMC13264090

What OpenQuestion 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 OpenQuestion graph.