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En el instante 23 de junio de 2026, 16:05:13 UTC,
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Modificado el valor del campo
spatial_coverage
a[{'bbox': '{"type": "Polygon", "coordinates": [[[-2.34, 37.38], [-0.69, 37.38], [-0.69, 38.76], [-2.34, 38.76], [-2.34, 37.38]]]}', 'centroid': '{"type": "Point", "coordinates": [-1.515, 38.07]}', 'text': 'Región de Murcia', 'uri': 'http://datos.gob.es/recurso/sector-publico/territorio/Autonomia/Region-Murcia'}]
en Monitoring System of the Mar Menor Coastal Lagoon (Spain) and Its Watershed Basin Using the Integration of Massive Heterogeneous Data
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| 8 | "author": "Javier Lopez-Andreu, F., Antonio Lopez-Morales, J., | 8 | "author": "Javier Lopez-Andreu, F., Antonio Lopez-Morales, J., | ||
| 9 | Atenza Juarez, J.F., Alcaraz, R., Dolores Hernandez, M., Erena, M., | 9 | Atenza Juarez, J.F., Alcaraz, R., Dolores Hernandez, M., Erena, M., | ||
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| 12 | "author_name": "Javier Lopez-Andreu, F., Antonio Lopez-Morales, J., | 12 | "author_name": "Javier Lopez-Andreu, F., Antonio Lopez-Morales, J., | ||
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| 39 | "created": "2024-11-05", | 39 | "created": "2024-11-05", | ||
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| 43 | "name": "Javier Lopez-Andreu, F., Antonio Lopez-Morales, J., | 43 | "name": "Javier Lopez-Andreu, F., Antonio Lopez-Morales, J., | ||
| 44 | Atenza Juarez, J.F., Alcaraz, R., Dolores Hernandez, M., Erena, M., | 44 | Atenza Juarez, J.F., Alcaraz, R., Dolores Hernandez, M., Erena, M., | ||
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| 83 | "metadata_created": "2026-06-23T14:53:32.165950", | 83 | "metadata_created": "2026-06-23T14:53:32.165950", | ||
| n | 84 | "metadata_modified": "2026-06-23T14:53:32.165955", | n | 84 | "metadata_modified": "2026-06-23T16:05:13.134324", |
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| 88 | "miteco_data_population": { | 88 | "miteco_data_population": { | ||
| 89 | "es": "" | 89 | "es": "" | ||
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| 91 | "miteco_data_territory": { | 91 | "miteco_data_territory": { | ||
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| 94 | "miteco_dataset_type": | 94 | "miteco_dataset_type": | ||
| 95 | //publications.europa.eu/resource/authority/dataset-type/STATISTICAL", | 95 | //publications.europa.eu/resource/authority/dataset-type/STATISTICAL", | ||
| 96 | "miteco_geo_level": "1", | 96 | "miteco_geo_level": "1", | ||
| 97 | "modified": "2026-06-23", | 97 | "modified": "2026-06-23", | ||
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| 99 | "notes": "The tool created aims at the environmental monitoring of | 99 | "notes": "The tool created aims at the environmental monitoring of | ||
| 100 | the Mar Menor coastal lagoon (Spain) and the monitoring of the land | 100 | the Mar Menor coastal lagoon (Spain) and the monitoring of the land | ||
| 101 | use of its watershed. It integrates heterogeneous data sources ranging | 101 | use of its watershed. It integrates heterogeneous data sources ranging | ||
| 102 | from ecological data obtained from a multiparametric oceanographic | 102 | from ecological data obtained from a multiparametric oceanographic | ||
| 103 | sonde to agro-meteorological data from IMIDA's network of stations or | 103 | sonde to agro-meteorological data from IMIDA's network of stations or | ||
| 104 | hydrological data from the SAIH network as multispectral satellite | 104 | hydrological data from the SAIH network as multispectral satellite | ||
| 105 | images from Sentinel and Landsat space missions. The system is based | 105 | images from Sentinel and Landsat space missions. The system is based | ||
| 106 | on free and open source software and has been designed to guarantee | 106 | on free and open source software and has been designed to guarantee | ||
| 107 | maximum levels of flexibility and scalability and minimum coupling so | 107 | maximum levels of flexibility and scalability and minimum coupling so | ||
| 108 | that the incorporation of new components does not affect the existing | 108 | that the incorporation of new components does not affect the existing | ||
| 109 | ones. The platform is designed to handle a data volume of more than 12 | 109 | ones. The platform is designed to handle a data volume of more than 12 | ||
| 110 | million records, experiencing exponential growth in the last six | 110 | million records, experiencing exponential growth in the last six | ||
| 111 | months. The tool allows the transformation of a large volume of data | 111 | months. The tool allows the transformation of a large volume of data | ||
| 112 | into information, offering them through microservices with optimal | 112 | into information, offering them through microservices with optimal | ||
| 113 | response times. As practical applications, the platform created allows | 113 | response times. As practical applications, the platform created allows | ||
| 114 | us to know the ecological state of the Mar Menor with a very high | 114 | us to know the ecological state of the Mar Menor with a very high | ||
| 115 | level of detail, both at biophysical and nutrient levels, being able | 115 | level of detail, both at biophysical and nutrient levels, being able | ||
| 116 | to detect periods of oxygen deficit and delimit the affected area. In | 116 | to detect periods of oxygen deficit and delimit the affected area. In | ||
| 117 | addition, it facilitates the detailed monitoring of the cultivated | 117 | addition, it facilitates the detailed monitoring of the cultivated | ||
| 118 | areas of the watershed, detecting the agricultural use and crop cycles | 118 | areas of the watershed, detecting the agricultural use and crop cycles | ||
| 119 | at the plot level. It also makes it possible to calculate the amount | 119 | at the plot level. It also makes it possible to calculate the amount | ||
| 120 | of water precipitated on the watershed and to monitor the runoff | 120 | of water precipitated on the watershed and to monitor the runoff | ||
| 121 | produced and the amount of water entering the Mar Menor in extreme | 121 | produced and the amount of water entering the Mar Menor in extreme | ||
| 122 | events. The information is offered in different ways depending on the | 122 | events. The information is offered in different ways depending on the | ||
| 123 | user profile, offering a very high level of detail for research or | 123 | user profile, offering a very high level of detail for research or | ||
| 124 | data analysis profiles, concrete and direct information to support | 124 | data analysis profiles, concrete and direct information to support | ||
| 125 | decision-making for users with managerial profiles and validated and | 125 | decision-making for users with managerial profiles and validated and | ||
| 126 | concise information for citizens. It is an integrated and distributed | 126 | concise information for citizens. It is an integrated and distributed | ||
| 127 | system that will provide data and services for the Mar Menor | 127 | system that will provide data and services for the Mar Menor | ||
| 128 | Observatory.", | 128 | Observatory.", | ||
| 129 | "notes_translated": { | 129 | "notes_translated": { | ||
| 130 | "es": "The tool created aims at the environmental monitoring of | 130 | "es": "The tool created aims at the environmental monitoring of | ||
| 131 | the Mar Menor coastal lagoon (Spain) and the monitoring of the land | 131 | the Mar Menor coastal lagoon (Spain) and the monitoring of the land | ||
| 132 | use of its watershed. It integrates heterogeneous data sources ranging | 132 | use of its watershed. It integrates heterogeneous data sources ranging | ||
| 133 | from ecological data obtained from a multiparametric oceanographic | 133 | from ecological data obtained from a multiparametric oceanographic | ||
| 134 | sonde to agro-meteorological data from IMIDA's network of stations or | 134 | sonde to agro-meteorological data from IMIDA's network of stations or | ||
| 135 | hydrological data from the SAIH network as multispectral satellite | 135 | hydrological data from the SAIH network as multispectral satellite | ||
| 136 | images from Sentinel and Landsat space missions. The system is based | 136 | images from Sentinel and Landsat space missions. The system is based | ||
| 137 | on free and open source software and has been designed to guarantee | 137 | on free and open source software and has been designed to guarantee | ||
| 138 | maximum levels of flexibility and scalability and minimum coupling so | 138 | maximum levels of flexibility and scalability and minimum coupling so | ||
| 139 | that the incorporation of new components does not affect the existing | 139 | that the incorporation of new components does not affect the existing | ||
| 140 | ones. The platform is designed to handle a data volume of more than 12 | 140 | ones. The platform is designed to handle a data volume of more than 12 | ||
| 141 | million records, experiencing exponential growth in the last six | 141 | million records, experiencing exponential growth in the last six | ||
| 142 | months. The tool allows the transformation of a large volume of data | 142 | months. The tool allows the transformation of a large volume of data | ||
| 143 | into information, offering them through microservices with optimal | 143 | into information, offering them through microservices with optimal | ||
| 144 | response times. As practical applications, the platform created allows | 144 | response times. As practical applications, the platform created allows | ||
| 145 | us to know the ecological state of the Mar Menor with a very high | 145 | us to know the ecological state of the Mar Menor with a very high | ||
| 146 | level of detail, both at biophysical and nutrient levels, being able | 146 | level of detail, both at biophysical and nutrient levels, being able | ||
| 147 | to detect periods of oxygen deficit and delimit the affected area. In | 147 | to detect periods of oxygen deficit and delimit the affected area. In | ||
| 148 | addition, it facilitates the detailed monitoring of the cultivated | 148 | addition, it facilitates the detailed monitoring of the cultivated | ||
| 149 | areas of the watershed, detecting the agricultural use and crop cycles | 149 | areas of the watershed, detecting the agricultural use and crop cycles | ||
| 150 | at the plot level. It also makes it possible to calculate the amount | 150 | at the plot level. It also makes it possible to calculate the amount | ||
| 151 | of water precipitated on the watershed and to monitor the runoff | 151 | of water precipitated on the watershed and to monitor the runoff | ||
| 152 | produced and the amount of water entering the Mar Menor in extreme | 152 | produced and the amount of water entering the Mar Menor in extreme | ||
| 153 | events. The information is offered in different ways depending on the | 153 | events. The information is offered in different ways depending on the | ||
| 154 | user profile, offering a very high level of detail for research or | 154 | user profile, offering a very high level of detail for research or | ||
| 155 | data analysis profiles, concrete and direct information to support | 155 | data analysis profiles, concrete and direct information to support | ||
| 156 | decision-making for users with managerial profiles and validated and | 156 | decision-making for users with managerial profiles and validated and | ||
| 157 | concise information for citizens. It is an integrated and distributed | 157 | concise information for citizens. It is an integrated and distributed | ||
| 158 | system that will provide data and services for the Mar Menor | 158 | system that will provide data and services for the Mar Menor | ||
| 159 | Observatory." | 159 | Observatory." | ||
| 160 | }, | 160 | }, | ||
| 161 | "num_resources": 1, | 161 | "num_resources": 1, | ||
| 162 | "num_tags": 10, | 162 | "num_tags": 10, | ||
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| 185 | Ministerio para la Transici\u00f3n Ecol\u00f3gica y el Reto | 185 | Ministerio para la Transici\u00f3n Ecol\u00f3gica y el Reto | ||
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| 387 | "es": "Monitoring System of the Mar Menor Coastal Lagoon (Spain) | 358 | "es": "Monitoring System of the Mar Menor Coastal Lagoon (Spain) | ||
| 388 | and Its Watershed Basin Using the Integration of Massive Heterogeneous | 359 | and Its Watershed Basin Using the Integration of Massive Heterogeneous | ||
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