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International Journal of Remote Sensing Volume 39, 2018 - Issue 11
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Articles

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

Eduardo CuevasDepartamento de Recursos del Mar, Laboratorio de Percepción Remota y SIG, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Unidad Mérida, Mérida, México;Centro de Investigación de Ciencias Ambientales, CONACYT-Universidad Autónoma del Carmen, Cd. Del Carmen, Campeche, MexicoORCID Iconhttps://orcid.org/0000-0003-3814-7211View further author information
ORCID Icon,
Abigail Uribe-MartínezDepartamento de Recursos del Mar, Laboratorio de Percepción Remota y SIG, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Unidad Mérida, Mérida, MéxicoORCID Iconhttps://orcid.org/0000-0002-7888-9810View further author information
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María de los Ángeles Liceaga-CorreaDepartamento de Recursos del Mar, Laboratorio de Percepción Remota y SIG, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Unidad Mérida, Mérida, MéxicoCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-0586-3900View further author information
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Pages 3608-3627 | Received 29 Jun 2017, Accepted 24 Feb 2018, Published online: 08 Mar 2018

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Jinyu Li, Shengjia Zhang, Chao Zhang & Hongchun Zhu. (2023) Distinguishing Ulva prolifera and Sargassum horneri by using multi-feature-based ResUnet algorithm. Marine Geodesy 46:4, pages 376-401.
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Maria Irisvalda Leal Gondim Cavalcanti, Patricia María González Sánchez & Mutue Toyota Fujii. (2022) Comparison of the diversity and biomass of beach-cast seaweeds from NE and SE Brazil. European Journal of Phycology 57:3, pages 367-376.
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Luis Antonio Villalobos Robles & Kana Kuroda. (2024) An investigation into the Pelagic Sargassum incursion phenomenon: A study of seaweed coastal influxes on Cozumel Island, Mexico. European Journal of Sustainable Development Research 8:1, pages em0247.
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J.A. Lara-Hernández, C. Enriquez, J. Zavala-Hidalgo, E. Cuevas, B. van Tussenbroek & A. Uribe-Martínez. (2024) Sargassum transport towards Mexican Caribbean shores: Numerical modeling for research and forecasting. Journal of Marine Systems 241, pages 103923.
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Erika Vázquez-Delfín, Carmen Galindo-De Santiago, Arely Paredes-Chi, Ameyalli Ríos-Vázquez, Ana Benavides-Lahnstein, Kaysara Khatun & Juliet Brodie. (2024) Marine macrophyte strandings in the Yucatán peninsula: Citizen science as a potential tool for long-term monitoring. Aquatic Botany 190, pages 103728.
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Marc Rußwurm, Sushen Jilla Venkatesa & Devis Tuia. (2023) Large-scale detection of marine debris in coastal areas with Sentinel-2. iScience 26:12, pages 108402.
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Mingyue Xue, Mengquan Wu, Longxiao Zheng, Jiayan Liu, Longxing Liu, Shan Zhu, Shubin Liu & Lijuan Liu. (2023) Multi-Factors Synthetically Contribute to Ulva prolifera Outbreaks in the South Yellow Sea of China. Remote Sensing 15:21, pages 5151.
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Hugo E. Lazcano-Hernandez, Javier Arellano-Verdejo & Rosa E. Rodríguez-Martínez. (2023) Algorithms applied for monitoring pelagic Sargassum. Frontiers in Marine Science 10.
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Chuanmin Hu, Shuai Zhang, Brian B. Barnes, Yuyuan Xie, Mengqiu Wang, Jennifer P. Cannizzaro & David C. English. (2023) Mapping and quantifying pelagic Sargassum in the Atlantic Ocean using multi-band medium-resolution satellite data and deep learning. Remote Sensing of Environment 289, pages 113515.
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Jianhua Wan, Xianci Wan, Lie Sun, Mingming Xu, Hui Sheng, Shanwei Liu, Bin Zou & Qimao Wang. (2023) Ulva Prolifera subpixel mapping with multiple-feature decision fusion. Journal of Oceanology and Limnology 41:3, pages 865-880.
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Juan Carlos Herguera, Edward M. Peters, Julio Sheinbaum, Paula Pérez-Brunius, Sharon Z. Herzka, Alexei Licea-Navarro, Francisco Ocampo-Torres, M. Leopoldina Aguirre-Macedo, Victor M. Vidal-Martínez, Hector García-Nava, Tomas Salgado, Rosario Romero-Centeno, Jorge Zavala-Hidalgo, Liliana Pardo-López & Adolfo Gracia. (2023) Ocean monitoring, observation network and modelling of the Gulf of Mexico by CIGOM. Frontiers in Marine Science 10.
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Mariana C. León-Pérez, Anthony S. Reisinger & James C. Gibeaut. (2023) Spatial-temporal dynamics of decaying stages of pelagic Sargassum spp. along shorelines in Puerto Rico using Google Earth Engine. Marine Pollution Bulletin 188, pages 114715.
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Witold Podlejski, Léo Berline, David Nerini, Andrea Doglioli & Christophe Lett. (2023) A new Sargassum drift model derived from features tracking in MODIS images. Marine Pollution Bulletin 188, pages 114629.
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Marine Laval, Abdelbadie Belmouhcine, Luc Courtrai, Jacques Descloitres, Adán Salazar-Garibay, Léa Schamberger, Audrey Minghelli, Thierry Thibaut, René Dorville, Camille Mazoyer, Pascal Zongo & Cristèle Chevalier. (2023) Detection of Sargassum from Sentinel Satellite Sensors Using Deep Learning Approach. Remote Sensing 15:4, pages 1104.
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Chao Zhang, Lixin Gao, Zhiwei Lu, Haiying Liu, Hongchun Zhu & Kai Tang. (2022) Classification of Aquaculture Waters through Remote Sensing on the Basis of a Time-Series Water Index. Journal of Coastal Research 38:6.
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Sam Purkis & Ved Chirayath. (2022) Remote Sensing the Ocean Biosphere. Annual Review of Environment and Resources 47:1, pages 823-847.
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Juan Irving Vasquez, Abril Valeria Uriarte-Arcia, Hind Taud, Andrés García-Floriano & Elías Ventura-Molina. (2022) Coastal Sargassum Level Estimation from Smartphone Pictures. Applied Sciences 12:19, pages 10012.
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Marco Larrañaga, Lionel Renault & Julien Jouanno. (2022) Partial Control of the Gulf of Mexico Dynamics by the Current Feedback to the Atmosphere. Journal of Physical Oceanography 52:10, pages 2515-2530.
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Witold Podlejski, Jacques Descloitres, Cristèle Chevalier, Audrey Minghelli, Christophe Lett & Léo Berline. (2022) Filtering out false Sargassum detections using context features. Frontiers in Marine Science 9.
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Abigail Uribe-Martínez, Diana Berriel-Bueno, Valeria Chávez, Eduardo Cuevas, Karla L. Almeida, Jassiel V. H. Fontes, Brigitta I. van Tussenbroek, Ismael Mariño-Tapia, Maria de los Ángeles Liceaga-Correa, Elena Ojeda, D. Gerardo Castañeda-Ramírez & Rodolfo Silva. (2022) Multiscale distribution patterns of pelagic rafts of sargasso (Sargassum spp.) in the Mexican Caribbean (2014–2020). Frontiers in Marine Science 9.
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Didier Bernard, Emmanuel Biabiany, Raphaël Cécé, Romual Chery & Naoufal Sekkat. (2022) Clustering analysis of the Sargassum transport process: application to beaching prediction in the Lesser Antilles . Ocean Science 18:4, pages 915-935.
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Judith Rosellón-Druker, Edith Calixto-Pérez, Elva Escobar-Briones, Jaime González-Cano, Luis Masiá-Nebot & Fernando Córdova-Tapia. (2022) A Review of a Decade of Local Projects, Studies and Initiatives of Atypical Influxes of Pelagic Sargassum on Mexican Caribbean Coasts. Phycology 2:3, pages 254-279.
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Jisun Shin, Jong-Seok Lee, Lee-Hyun Jang, Jinwook Lim, Boo-Keun Khim & Young-Heon Jo. (2021) Sargassum Detection Using Machine Learning Models: A Case Study with the First 6 Months of GOCI-II Imagery. Remote Sensing 13:23, pages 4844.
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José Luis López Miranda, Lourdes B. Celis, Miriam Estévez, Valeria Chávez, Brigitta I. van Tussenbroek, Abigail Uribe-Martínez, Eduardo Cuevas, Izarelly Rosillo Pantoja, Luis Masia, Citlali Cauich-Kantun & Rodolfo Silva. (2021) Commercial Potential of Pelagic Sargassum spp. in Mexico. Frontiers in Marine Science 8.
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Erika Vázquez-Delfín, Yolanda Freile-Pelegrín, Adán Salazar-Garibay, Elisa Serviere-Zaragoza, Lia C. Méndez-Rodríguez & Daniel Robledo. (2021) Species composition and chemical characterization of Sargassum influx at six different locations along the Mexican Caribbean coast. Science of The Total Environment 795, pages 148852.
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Rodolfo Rodríguez-Muñoz, Aarón Israel Muñiz-Castillo, Jorge Iván Euán-Avila, Héctor Hernández-Núñez, David Sergio Valdés-Lozano, Reyna Cristina Collí-Dulá & Jesús Ernesto Arias-González. (2021) Assessing temporal dynamics on pelagic Sargassum influx and its relationship with water quality parameters in the Mexican Caribbean. Regional Studies in Marine Science 48, pages 102005.
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Daniel Robledo, Erika Vázquez-Delfín, Yolanda Freile-Pelegrín, Román Manuel Vásquez-Elizondo, Zujaila Nohemy Qui-Minet & Adán Salazar-Garibay. (2021) Challenges and Opportunities in Relation to Sargassum Events Along the Caribbean Sea. Frontiers in Marine Science 8.
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Valeria Chávez, Abigail Uribe-Martínez, Eduardo Cuevas, Rosa E. Rodríguez-Martínez, Brigitta I. van Tussenbroek, Vanessa Francisco, Miriam Estévez, Lourdes B. Celis, L. Verónica Monroy-Velázquez, Rosa Leal-Bautista, Lorenzo Álvarez-Filip, Marta García-Sánchez, Luis Masia & Rodolfo Silva. (2020) Massive Influx of Pelagic Sargassum spp. on the Coasts of the Mexican Caribbean 2014–2020: Challenges and Opportunities. Water 12:10, pages 2908.
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Tingting Liang, Lina Ke, Jianchao Fan & Jianhua Zhao. (2020) Green Tide Information Extraction Based on Multi-source Remote Sensing Data. Green Tide Information Extraction Based on Multi-source Remote Sensing Data.
Nathan F. Putman, Rick Lumpkin, Maria J. Olascoaga, Joaquin Trinanes & Gustavo J. Goni. (2020) Improving transport predictions of pelagic Sargassum. Journal of Experimental Marine Biology and Ecology 529, pages 151398.
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E. Aparicio, Rosa M. Rodríguez-Jasso, Abraham Lara, A. Loredo-Treviño, Cristóbal N. Aguilar, Emily T. Kostas & Héctor A. Ruiz. 2020. Sustainable Seaweed Technologies. Sustainable Seaweed Technologies 393 446 .
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Nancy Cabanillas-Terán, Héctor A. Hernández-Arana, Miguel-Ángel Ruiz-Zárate, Alejandro Vega-Zepeda & Alberto Sanchez-Gonzalez. (2019) Sargassum blooms in the Caribbean alter the trophic structure of the sea urchin Diadema antillarum . PeerJ 7, pages e7589.
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Javier Arellano-Verdejo, Hugo E. Lazcano-Hernandez & Nancy Cabanillas-Terán. (2019) ERISNet: deep neural network for Sargassum detection along the coastline of the Mexican Caribbean . PeerJ 7, pages e6842.
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