. . . . "" . "Earth sciences" . . "10.13039/501100000780" . "European Commission" . . "10.13039/501100000781" . "European Commission" . . "Elisa Trasatti" . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-11-08 16:30:52.813503+00:00" . "2021-11-08 17:06:22.193615+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-11-08 16:30:52.813503+00:00" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-11-08 16:31:25.130170+00:00" . "2021-11-08 17:06:22.296703+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-11-08 16:31:25.130170+00:00" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-11-08 16:31:09.076275+00:00" . "2021-11-08 17:06:22.491861+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2021-11-08 16:31:09.076275+00:00" . . . . "101017501" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . "POINT (38.0 38.0)" . . . . . "5926d4c9-986f-42f2-a840-79ae265f653f" . "POINT (38.0 38.0)" . . "38.0" . "38.0" . "POINT (38.0 38.0)" . . "False" . . "2021-11-08 17:06:28.738078+00:00" . . . . . . "79418"^^ . "https://api.rohub.org/api/ros/bcb5cdba-0605-4602-bd60-b59f2701e05b/crate/download/" . . . . "2021-11-08 15:12:22.689370+00:00" . "2025-10-16 10:35:19.041970+00:00" . "2021-11-08 15:12:22.689370+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . "https://w3id.org/ro-id/bcb5cdba-0605-4602-bd60-b59f2701e05b" . . "8th November - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Jose Perez, and Elisa Trasatti. \"8th November - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot.\" ROHub. Nov 08 ,2021. https://doi.org/10.24424/1k12-x394." . "ICHB-PAS" . . . "Jose Perez" . . "PSNC" . . . . "73394"^^ . "https://api.rohub.org/api/resources/1f611f7e-a4b7-45de-be8e-d6f0e39d2fde/download/" . . "2021-11-08 16:30:06.553639+00:00" . "2021-11-08 17:06:22.592157+00:00" . "image/png" . . "flow-dcro.png" . "2021-11-08 16:30:06.553639+00:00" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . "Flow to compute monthly map" . . . "Jupyter Notebook for discovering, accessing and processing RELIANCE data cube, and creating a Research Object with results, and finally publish it in Zenodo" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . . . "research object" . . "83.11557788944724" . "82.7" . "map" . . "17.05639614855571" . "12.4" . "PM10" . . "13.541666666666666" . "13.0" . "Copernicus Atmosphere Monitoring Service" . . "8.229166666666666" . "7.9" . "object" . . "25.208333333333332" . "24.2" . "Nov-8" . . "research" . . "31.145833333333332" . "29.9" . "data cube research object" . . "1.0050251256281406" . "1.0" . "8th November - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot." . . "30.330330330330334" . "30.3" . "aim" . . "31.499312242090785" . "22.9" . "country" . . "8.541666666666666" . "8.2" . "earth sciences" . . "100.0" . "0.8168788552284241" . "atmospheric sciences" . . "100.0" . "0.8168788552284241" . "research" . . "39.61485557083906" . "28.8" . "map" . . "13.333333333333334" . "12.8" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . . "69.66966966966967" . "69.6" . "country" . . "11.829436038514443" . "8.6" . "monthly map" . . "6.231155778894473" . "6.2" . "map of PM10" . . "9.246231155778894" . "9.2" . "astronautics" . . "100.0" . "0.3785407543182373" . "astronautics (general)" . . "100.0" . "0.3785407543182373" . "data cube" . . "0.4020100502512563" . "0.4" . . "https://zenodo.org/record/5554786#.YYlWo9nMI-Q" . . "2021-11-08 16:59:14.401521+00:00" . "2021-11-08 17:06:22.390417+00:00" . . "https://zenodo.org/record/5554786#.YYlWo9nMI-Q" . "2021-11-08 16:59:14.401521+00:00" . . . "Raul Palma" . . "service-account-enrichment" . . . "2026-03-03T16:45:16.091+01:00"^^ . . . . "8th November - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "RSA" . 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