Preprints
https://doi.org/10.5194/essd-2026-589
https://doi.org/10.5194/essd-2026-589
24 Aug 2026
 | 24 Aug 2026
Status: this preprint is currently under review for the journal ESSD.

Daily Sargassum detection from OLCI images over the tropical Atlantic Ocean since 2018 through a multi-index approach

Marianne Debue, Thibault Guinaldo, Anastasia Tarasenko, and Stéphane Saux-Picart

Abstract. This datapaper presents the methodology and the associated dataset of Sargassum detection from Sentinel-3 OLCI images developed at Météo-France. The dataset includes daily detections over the whole tropical Atlantic Ocean, the Caribbean Sea and the Gulf of Mexico, from May 2018 up to date. It is updated daily with the latest detections. Sargassum is detected through a physically-based approach relying on two indices (the AFAI and the MCI) and using adaptive thresholds. A comparison of this dataset with two existing ones reveals a reduction in masked areas and improved detection of Sargassum, particularly in areas of sunglint and at the edges of clouds. The entire dataset is freely available on the Odatis platform and can be downloaded in NetCDF format (DOI: 10.12770/1eb82d09-77ed-4f63-9f03-2c3516a9713d; Météo-France, 2026). Two variables are available: the status of detection and the deviation of the AFAI for pixels including Sargassum.

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Marianne Debue, Thibault Guinaldo, Anastasia Tarasenko, and Stéphane Saux-Picart

Status: open (until 30 Sep 2026)

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Marianne Debue, Thibault Guinaldo, Anastasia Tarasenko, and Stéphane Saux-Picart

Data sets

Daily composite of Sargassum detection derived from OLCI observations Marianne Debue https://doi.org/10.12770/1eb82d09-77ed-4f63-9f03-2c3516a9713d

Marianne Debue, Thibault Guinaldo, Anastasia Tarasenko, and Stéphane Saux-Picart
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Short summary
This article presents a dataset of Sargassum detections and the methodology used to obtain it. The detections were made using images from the OLCI sensor aboard the Sentinel-3 satellite. They are freely available for the entire tropical Atlantic, the Caribbean Sea, and the Gulf of Mexico, covering the period from May 2018 to the present, with the latest detections added daily. These detections are intended for use in both operational and research applications.
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