Sargassum Detection Using Machine Learning Models: A Case Study with the First 6 Months of GOCI-II Imagery

To what extent can Ulva and Sargassum be detected and separated in satellite imagery?

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High Spatial-Resolution Red Tide Detection in the Southern Coast of Korea Using U-Net from PlanetScope Imagery

(2021) Jisun Shin et al.   SENSORS

In search of floating algae and other organisms in global oceans and lakes

(2020) Lin Qi et al.   REMOTE SENSING OF ENVIRONMENT

Machine Learning Approaches for Quantifying Margalefidinium Polykrikoides Bloom from Airborne Hyperspectral Imagery

(2020) Jisun Shin et al.   JOURNAL OF COASTAL RESEARCH

Automatic Extraction of Sargassum Features From Sentinel-2 MSI Images

(2020) Mengqiu Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An increase in new Sargassum (Phaeophyceae) blooms along the coast of the East China Sea and Yellow Sea

(2019) Jianheng Zhang et al.   PHYCOLOGIA

ERISNet: deep neural network for Sargassum detection along the coastline of the Mexican Caribbean

(2019) Javier Arellano-Verdejo et al.   PeerJ

The great Atlantic Sargassum belt

(2019) Mengqiu Wang et al.   SCIENCE

The distribution of pelagic Sargassum observed with OLCI

(2019) J. Gower et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Reflectivity Characteristics of the Green and Golden Tides from the Yellow Sea and East China Sea

(2019) Seung-Hwan Min et al.   JOURNAL OF COASTAL RESEARCH

Long-Term Trend of Green and Golden Tides in the Eastern Yellow Sea

(2019) Keunyong Kim et al.   JOURNAL OF COASTAL RESEARCH

U-Net Convolutional Neural Network Model for Deep Red Tide Learning Using GOCI

(2019) Soo Mee Kim et al.   JOURNAL OF COASTAL RESEARCH

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

On the continuity of quantifying floating algae of the Central West Atlantic between MODIS and VIIRS

(2018) Mengqiu Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A satellite remote-sensing multi-index approach to discriminate pelagic Sargassum in the waters of the Yucatan Peninsula, Mexico

(2018) Eduardo Cuevas et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Characterizing a Sea Turtle Developmental Habitat Using Landsat Observations of Surface-Pelagic Drift Communities in the Eastern Gulf of Mexico

(2018) Robert F. Hardy et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Coral reef applications of Sentinel-2: Coverage, characteristics, bathymetry and benthic mapping with comparison to Landsat 8

(2018) John D. Hedley et al.   REMOTE SENSING OF ENVIRONMENT

Accurate Ulva prolifera regions extraction of UAV images with superpixel and CNNs for ocean environment monitoring

(2018) Shengke Wang et al.   NEUROCOMPUTING

Automatic method to monitor floating macroalgae blooms based on multilayer perceptron: case study of Yellow Sea using GOCI images

(2018) Zhongfeng Qiu et al.   OPTICS EXPRESS

Floating Algae Blooms in the East China Sea

(2017) Lin Qi et al.   GEOPHYSICAL RESEARCH LETTERS

High-Resolution Satellite Observations of a New Hazard of Golden Tides Caused by Floating Sargassum in Winter in the Yellow Sea

(2017) Qianguo Xing et al.   IEEE Geoscience and Remote Sensing Letters

Mapping and quantifying Sargassum distribution and coverage in the Central West Atlantic using MODIS observations

(2016) Mengqiu Wang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping macroalgal blooms in the Yellow Sea and East China Sea using HJ-1 and Landsat data: Application of a virtual baseline reflectance height technique

(2016) Qianguo Xing et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral discrimination of floating mats of seagrass wrack and the macroalgae Sargassum in coastal waters of Greater Florida Bay using airborne remote sensing

(2015) H.M. Dierssen et al.   REMOTE SENSING OF ENVIRONMENT

Satellite images suggest a newSargassumsource region in 2011

(2013) Jim Gower et al.   Remote Sensing Letters

Distribution of floating Sargassum in the Gulf of Mexico and the Atlantic Ocean mapped using MERIS

(2011) J. F. R. Gower et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Phylogeographic heterogeneity of the brown macroalga Sargassum horneri (Fucaceae) in the northwestern Pacific in relation to late Pleistocene glaciation and tectonic configurations

(2011) ZI-MIN HU et al.   MOLECULAR ECOLOGY

A novel ocean color index to detect floating algae in the global oceans

(2009) Chuanmin Hu   REMOTE SENSING OF ENVIRONMENT