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mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](http://mypy-lang.org/)\n\n# 🌬 AirBase\n\nAn easy downloader for air quality data provided by the European Environment Agency (EEA).\n\nThe data is available for download at\n[the portal](https://eeadmz1-downloads-webapp.azurewebsites.net/), but\nthe interface makes it a bit time consuming to do bulk downloads. Hence, an easy\nPython-based interface.\n\nRead the full documentation at https://airbase.readthedocs.io.\n\n## 🔌 Installation\n\nTo install `airbase`, simply run\n\n```bash\n$ pip install airbase\n```\n\n## 🚀 Getting Started\n\n🗺 Get info about available countries and pollutants:\n\n```pycon\n\u003e\u003e\u003e import airbase\n\u003e\u003e\u003e client = airbase.AirbaseClient()\n\u003e\u003e\u003e client.countries\nfrozenset({'LI', 'CY', 'IE', 'LV', 'BE', 'EE', ...})\n\n\u003e\u003e\u003e client.pollutants\nfrozenset({'Co', 'sum-PCB', 'PCB-26', 'HNO3', ...})\n\n\n\u003e\u003e\u003e client.search_pollutant(\"O3\")\n[{'poll': 'O3', 'id': 7}, {'poll': 'NO3', 'id': 46}, ...]\n```\n\n🗂 Request download links from the server and save the resulting Parquet files into a directory:\n\n```pycon\n\u003e\u003e\u003e r = client.request(\"Verified\", \"NL\", \"DE\", poll=[\"NO3\", \"NO3- in PM2.5\", \"NO3- in PM10\"])\n\u003e\u003e\u003e r.download(dir=\"data\", skip_existing=True)\nsummary : 100%|█████| 2/2 [00:00\u003c00:00,  4.48requests/s]\nURLs    : 100%|█████| 29.0/29.0 [00:00\u003c00:00, 490URL/s]\ndownload: 386kb [00:00, 570kb/s]\n```\n\n📦 Download the entire dataset (not for the faint of heart):\n\n```pycon\n\u003e\u003e\u003e r = client.request()\n\u003e\u003e\u003e r.download_to_directory(\"data\")\nsummary : 100%|█████| 39/39 [00:15\u003c00:00,  2.54requests/s]\nURLs    : 100%|█████| 47.0k/47.0k [00:00\u003c00:00, 77.7kURL/s]\ndownload: 20.6Gb [54:36, 6.74Mb/s]\n```\n\n🌡 Don't forget to get the metadata about the measurement stations:\n\n```pycon\n\u003e\u003e\u003e client.download_metadata(\"data/metadata.csv\")\nWriting metadata to data/metadata.csv...\n```\n\n## 🚆 Command line interface\n\n### Historical data delivered between 2002 and 2012\n\n``` console\n$ airbase historical --help\nUsage: airbase historical [OPTIONS]\n\n  Historical Airbase data delivered between 2002 and 2012 before Air Quality\n  Directive 2008/50/EC entered into force.\n\n  Use -c/--country and -p/--pollutant to restrict the download specific countries and pollutants, e.g.\n  - download only Norwegian, Danish and Finish sites\n    airbase historical -c NO -c DK -c FI\n  - download only SO2, PM10 and PM2.5 observations\n    airbase historical -p SO2 -p PM10 -p PM2.5\n\n  Use -C/--city to further restrict the download to specific cities, e.g.\n  - download only PM10 and PM2.5 from Valletta, the Capital of Malta\n    airbase historical -C Valletta -c MT -p PM10 -p PM2.5\n\nOptions:\n  -c, --country [AD|AL|AT|...]\n  -p, --pollutant [k|V|NT|...]\n  -C, --city TEXT                 only from selected \u003ccities\u003e\n  -F, --aggregation-type, --frequency [hourly|daily|other]\n                                  only hourly data, daily data or other\n                                  aggregation frequency\n  -M, --metadata                  download station metadata\n  --path PATH                     [default: data/historical]\n  -n, --dry-run, --summary        Total download files/size, nothing will be\n                                  downloaded.\n  -O, --overwrite                 Re-download existing files.\n  -q, --quiet                     No progress-bar.\n  --help                          Show this message and exit.\n```\n\n### Verified data from 2013 to 2024\n\n``` console\n$ airbase verified --help\nUsage: airbase verified [OPTIONS]\n\n  Verified data (E1a) from 2013 to 2024 reported by countries by 30 September\n  each year for the previous year.\n\n  Use -c/--country and -p/--pollutant to restrict the download specific countries and pollutants, e.g.\n  - download only Norwegian, Danish and Finish sites\n    airbase verified -c NO -c DK -c FI\n  - download only SO2, PM10 and PM2.5 observations\n    airbase verified -p SO2 -p PM10 -p PM2.5\n\n  Use -C/--city to further restrict the download to specific cities, e.g.\n  - download only PM10 and PM2.5 from Valletta, the Capital of Malta\n    airbase verified -C Valletta -c MT -p PM10 -p PM2.5\n\nOptions:\n  -c, --country [AD|AL|AT|...]\n  -p, --pollutant [k|V|NT|...]\n  -C, --city TEXT                 only from selected \u003ccities\u003e\n  -F, --aggregation-type, --frequency [hourly|daily|other]\n                                  only hourly data, daily data or other\n                                  aggregation frequency\n  -M, --metadata                  download station metadata\n  --path PATH                     [default: data/verified]\n  -n, --dry-run, --summary        Total download files/size, nothing will be\n                                  downloaded.\n  -O, --overwrite                 Re-download existing files.\n  -q, --quiet                     No progress-bar.\n  --help                          Show this message and exit.\n```\n\n### Unverified data from the beginning of 2025\n\n``` console\n$ airbase unverified --help\nUsage: airbase unverified [OPTIONS]\n\n  Unverified data transmitted continuously (Up-To-Date/UTD/E2a) data from the\n  beginning of 2025.\n\n  Use -c/--country and -p/--pollutant to restrict the download specific countries and pollutants, e.g.\n  - download only Norwegian, Danish and Finish sites\n    airbase unverified -c NO -c DK -c FI\n  - download only SO2, PM10 and PM2.5 observations\n    airbase unverified -p SO2 -p PM10 -p PM2.5\n\n  Use -C/--city to further restrict the download to specific cities, e.g.\n  - download only PM10 and PM2.5 from Valletta, the Capital of Malta\n    airbase unverified -C Valletta -c MT -p PM10 -p PM2.5\n\nOptions:\n  -c, --country [AD|AL|AT|...]\n  -p, --pollutant [k|V|NT|...]\n  -C, --city TEXT                 only from selected \u003ccities\u003e\n  -F, --aggregation-type, --frequency [hourly|daily|other]\n                                  only hourly data, daily data or other\n                                  aggregation frequency\n  -M, --metadata                  download station metadata\n  --path PATH                     [default: data/unverified]\n  -n, --dry-run, --summary        Total download files/size, nothing will be\n                                  downloaded.\n  -O, --overwrite                 Re-download existing files.\n  -q, --quiet                     No progress-bar.\n  --help                          Show this message and exit.\n```\n\n## 🛣 Roadmap\n\n* ~~Parallel CSV downloads~~ Contributed by @avaldebe\n* ~~CLI to avoid using Python all together~~ Contributed by @avaldebe\n* Data wrangling module for AirBase output data\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["aerocom","aerosol","climate-science","earth-observation","model-evaluation"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/64670","html_url":"https://ost.ecosyste.ms/projects/64670"}