Evidence map›Paper›PMID 40089558›Full record

ArticleScientific reports2025

Towards enhanced Sargassum monitoring in the Caribbean Sea.

Javier Arellano-Verdejo, Hugo E Lazcano-Hernandez, Jorge Prado Molina, Uriel de Jesús Mendoza Castillo, Víctor Manuel Jiménez Escudero, Francisco Javier Osorno Covarrubias, Gabriela Gómez Rodríguez, José Antonio Quintero Pérez, Steven Czitrom Baus, Iván Penié Rodríguez and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 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

12 authors.

Javier Arellano-Verdejo *Department of Observation and Study of the Earth, Atmosphere, and Ocean, El Colegio de la Frontera Sur, 77014, Chetumal, Mexico. javier.arellano@ecosur.mx.
Hugo E Lazcano-Hernandez *Department of Observation and Study of the Earth, Atmosphere, and Ocean, CONAHCYT-ECOSUR, 77014, Chetumal, Mexico.
Jorge Prado MolinaInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.
Uriel de Jesús Mendoza CastilloInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.
Víctor Manuel Jiménez EscuderoInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.
Francisco Javier Osorno CovarrubiasInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.
Gabriela Gómez RodríguezInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.
José Antonio Quintero PérezAcademic Unit of Territorial Studies Yucatan, Instituto de Geografía UNAM, 97000, Merida, Mexico.
Steven Czitrom BausOceanic and Coastal Processes Academic Unit, Instituto de Ciencias del Mar y Limnología UNAM, 04510, Mexico City, Mexico.
Iván Penié RodríguezResearch Coordination, Oceanus International, Zilk 64, 2191 AM, De Zilk, The Netherlands.
Guadalupe Tapia VarelaInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.
Ilma Maclovia Huy DomínguezInstituto de Geografía UNAM, National Laboratory for Earth Observation, 04510, Mexico City, Mexico.

Funding

Consejo Nacional de Humanidades, Ciencias y Tecnologías LANOT-LN- CONACYT-2021-315858Consejo Nacional de Humanidades, Ciencias y Tecnologías LN-CONACYT-2019-299139Consejo Nacional de Humanidades, Ciencias y Tecnologías LN-CONACYT-2020-314886Consejo Nacional de Humanidades, Ciencias y Tecnologías LN-CONAHCYT 2023-2024-321233
6 · The paper itself

Abstract

Monitoring Sargassum along the coasts of the Greater Caribbean has become essential due to recurrent blooms since 2018, which bring severe ecological, economic, and social impacts that accumulate yearly. Developing an advanced, monitoring platform would enable affected countries to make informed decisions, manage critical zones, and mitigate negative impacts on coastal ecosystems, economies, and public health. In this work, we present the LANOT platform, a new tool for monitoring Sargassum across the Mexican Caribbean and neighboring regions, including Belize, Guatemala, and parts of Honduras. Utilizing Sentinel-2 and Landsat-8/9 satellite imagery, the platform provides data updated every five days and includes interactive features for selecting layers, querying Sargassum imagery by date or raft area, measuring regions, and downloading files in GeoTIFF, GeoJSON, and PNG formats. These interactive tools allow users to create and download custom files for use in their Sargassum management plans. Although the platform faces inherent limitations of satellite remote sensing, it represents a key advancement in monitoring efforts, marking a milestone for Sargassum observation in the region and supporting regional ecosystem management and research.

Indexed as

Environmental MonitoringSargassumCaribbean RegionEcosystemSatellite ImageryAlgal bloomCaribbean SeaEarly warning systemPlatform monitoringSargassum monitoring

Identifiers

PMID40089558
PMCPMC11910556

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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.