1. Alert System for Algae Bloom Detection in Inland Waters of Latin America: An Ongoing Project
- Author
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Daniel Andrade Maciel, V. Fernandez, Lino Augusto Sander de Carvalho, A. German, W. Pereira Filho, M. Scavuzzo, Evlyn Márcia Leão de Moraes Novo, M. Fernandez, L. Piedra-Castro, E. Montoya, João Sarkis Yunes, Felipe de Lucia Lobo, Michal Shimoni, S. Greb, G. L. Collares, C. C. F. Barbosa, Gustavo Willy Nagel, Vitor Souza Martins, Anabella Ferral, G. Beltramone, and M. S. Sanchez
- Subjects
Chlorophyll index ,Latin Americans ,Oceanography ,Algae ,biology ,business.industry ,Environmental science ,Cloud computing ,Trophic state index ,business ,biology.organism_classification ,Alert system ,Algal bloom - Abstract
As part of a collaborative effort among researchers of several institutions and organizations, this project takes advantage of the Google Earth Engine (GEE) cloud computing environment to map algae bloom over the main water bodies and reservoirs of Latin America using Sentinel-2 imagery (2015 to present). The methodology based on the Normalized Difference Chlorophyll Index (NDCI) for chlorophyll-a and Trophic State Index (TSI) detection provided promising results. NDCI responds well to high levels of chlorophyll-a and, therefore, can be used as an indicator for algae blooms. The image processing as well as the display of maps and charts are being implemented into a GEE App to be freely available for general public use.
- Published
- 2021
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