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ERISNet: Deep learning network for Sargassum detection along the coastline of the Mexican Caribbean

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https://t.co/euvbRngxiC https://t.co/drqG77aczc
https://t.co/euvbRngxiC https://t.co/drqG77aczc
@DotCSV te comparto un trabajo realizado con Deep Learning para atacar problemas de ecologia reales en México, quizá sea de interes para tus subs. https://t.co/GlIMdNzzjC
Mi último trabajo: https://t.co/GlIMdNzzjC
27 days ago
ERISNet: Deep learning network for Sargassum detection along the coastline of the Mexican Caribbean https://t.co/6UZ0kElppz https://t.co/HCNgNhrX6b
ERISNet: Deep learning network for Sargassum detection along the coastline of the Mexican Caribbean https://t.co/U80EC88hsh
ERISNet: Deep learning network for Sargassum detection along the coastline of the Mexican Caribbean https://t.co/uAYu3bNHqS
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Supplemental Information

Training dataset for proposed algorithm

The dataset included 14 different attributes and 4515 instances, of which 2306 corresponded to the presence of Sargassum and 2209 without. Dataset was built with the pixel data of each MODIS-band for different dates.

DOI: 10.7287/peerj.preprints.27445v1/supp-1

Additional Information

Competing Interests

The authors declare that they have no competing interests.

Author Contributions

Javier Arellano-Verdejo conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft, software.

Hugo-Enrique Lazcano-Hernandez conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft, dataset.

Nancy Cabanillas-Terán analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Data Deposition

The following information was supplied regarding data availability:

The raw measurements are provided in the supplementary file 1

Funding

The authors received no funding for this work.


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