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Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †

The tool created aims at the environmental monitoring of the Mar Menor coastal lagoon (Spain) and the monitoring of the land use of its watershed. It integrates heterogeneous data sources ranging from ecological data obtained from a multiparametric oceanographic sonde to agro-meteorological data fro...

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Autores principales: López-Andreu, Francisco Javier, López-Morales, Juan Antonio, Atenza Juárez, Joaquín Francisco, Alcaraz, Rosa, Hernández, María Dolores, Erena, Manuel, Domínguez-Gómez, Jose Antonio, García Galiano, Sandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459706/
https://www.ncbi.nlm.nih.gov/pubmed/36080963
http://dx.doi.org/10.3390/s22176507
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author López-Andreu, Francisco Javier
López-Morales, Juan Antonio
Atenza Juárez, Joaquín Francisco
Alcaraz, Rosa
Hernández, María Dolores
Erena, Manuel
Domínguez-Gómez, Jose Antonio
García Galiano, Sandra
author_facet López-Andreu, Francisco Javier
López-Morales, Juan Antonio
Atenza Juárez, Joaquín Francisco
Alcaraz, Rosa
Hernández, María Dolores
Erena, Manuel
Domínguez-Gómez, Jose Antonio
García Galiano, Sandra
author_sort López-Andreu, Francisco Javier
collection PubMed
description The tool created aims at the environmental monitoring of the Mar Menor coastal lagoon (Spain) and the monitoring of the land use of its watershed. It integrates heterogeneous data sources ranging from ecological data obtained from a multiparametric oceanographic sonde to agro-meteorological data from IMIDA’s network of stations or hydrological data from the SAIH network as multispectral satellite images from Sentinel and Landsat space missions. The system is based on free and open source software and has been designed to guarantee maximum levels of flexibility and scalability and minimum coupling so that the incorporation of new components does not affect the existing ones. The platform is designed to handle a data volume of more than 12 million records, experiencing exponential growth in the last six months. The tool allows the transformation of a large volume of data into information, offering them through microservices with optimal response times. As practical applications, the platform created allows us to know the ecological state of the Mar Menor with a very high level of detail, both at biophysical and nutrient levels, being able to detect periods of oxygen deficit and delimit the affected area. In addition, it facilitates the detailed monitoring of the cultivated areas of the watershed, detecting the agricultural use and crop cycles at the plot level. It also makes it possible to calculate the amount of water precipitated on the watershed and to monitor the runoff produced and the amount of water entering the Mar Menor in extreme events. The information is offered in different ways depending on the user profile, offering a very high level of detail for research or data analysis profiles, concrete and direct information to support decision-making for users with managerial profiles and validated and concise information for citizens. It is an integrated and distributed system that will provide data and services for the Mar Menor Observatory.
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spelling pubmed-94597062022-09-10 Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data † López-Andreu, Francisco Javier López-Morales, Juan Antonio Atenza Juárez, Joaquín Francisco Alcaraz, Rosa Hernández, María Dolores Erena, Manuel Domínguez-Gómez, Jose Antonio García Galiano, Sandra Sensors (Basel) Article The tool created aims at the environmental monitoring of the Mar Menor coastal lagoon (Spain) and the monitoring of the land use of its watershed. It integrates heterogeneous data sources ranging from ecological data obtained from a multiparametric oceanographic sonde to agro-meteorological data from IMIDA’s network of stations or hydrological data from the SAIH network as multispectral satellite images from Sentinel and Landsat space missions. The system is based on free and open source software and has been designed to guarantee maximum levels of flexibility and scalability and minimum coupling so that the incorporation of new components does not affect the existing ones. The platform is designed to handle a data volume of more than 12 million records, experiencing exponential growth in the last six months. The tool allows the transformation of a large volume of data into information, offering them through microservices with optimal response times. As practical applications, the platform created allows us to know the ecological state of the Mar Menor with a very high level of detail, both at biophysical and nutrient levels, being able to detect periods of oxygen deficit and delimit the affected area. In addition, it facilitates the detailed monitoring of the cultivated areas of the watershed, detecting the agricultural use and crop cycles at the plot level. It also makes it possible to calculate the amount of water precipitated on the watershed and to monitor the runoff produced and the amount of water entering the Mar Menor in extreme events. The information is offered in different ways depending on the user profile, offering a very high level of detail for research or data analysis profiles, concrete and direct information to support decision-making for users with managerial profiles and validated and concise information for citizens. It is an integrated and distributed system that will provide data and services for the Mar Menor Observatory. MDPI 2022-08-29 /pmc/articles/PMC9459706/ /pubmed/36080963 http://dx.doi.org/10.3390/s22176507 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
López-Andreu, Francisco Javier
López-Morales, Juan Antonio
Atenza Juárez, Joaquín Francisco
Alcaraz, Rosa
Hernández, María Dolores
Erena, Manuel
Domínguez-Gómez, Jose Antonio
García Galiano, Sandra
Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †
title Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †
title_full Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †
title_fullStr Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †
title_full_unstemmed Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †
title_short Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data †
title_sort monitoring system of the mar menor coastal lagoon (spain) and its watershed basin using the integration of massive heterogeneous data †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459706/
https://www.ncbi.nlm.nih.gov/pubmed/36080963
http://dx.doi.org/10.3390/s22176507
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