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Observation and Forecast","monthly_downloads":198360,"total_dependent_repos":8,"total_dependent_packages":3,"readme":"# xradar\n\n[![PyPI Version](https://img.shields.io/pypi/v/xradar.svg)](https://pypi.python.org/pypi/xradar)\n[![Conda Version](https://img.shields.io/conda/vn/conda-forge/xradar.svg)](https://anaconda.org/conda-forge/xradar)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo7091736.svg)](https://doi.org/10.5281/zenodo.7091736)\n[![CI](https://github.com/openradar/xradar/actions/workflows/ci.yml/badge.svg)](https://github.com/openradar/xradar/actions/workflows/ci.yml)\n[![Build distribution](https://github.com/openradar/xradar/actions/workflows/upload_pypi.yml/badge.svg)](https://github.com/openradar/xradar/actions/workflows/upload_pypi.yml)\n[![RTD Version](https://readthedocs.org/projects/xradar/badge/?version=latest)](https://xradar.readthedocs.io/en/latest/?version=latest)\n\nXradar includes all the tools to get your weather radar into the xarray data model.\n\n* Code: [MIT license](LICENSE)\n* Documentation: [CC-BY-SA-4.0](LICENSE-CC-BY-SA-4.0) [https://docs.openradarscience.org/projects/xradar](https://xradar.readthedocs.io)\n\n## How to cite Xradar\n\nThis project provides a Zenodo badge with a DOI for easy citation — click the badge above to get the official citation and permanent archive.\n\nGitHub also offers a “Cite this repository” button near the top right of [this page](https://github.com/openradar/xradar), where you can quickly copy the citation in various formats like APA and BibTeX.\n\nIn the [rendered documentation](https://docs.openradarscience.org/projects/xradar/en/stable/#how-to-cite-xradar), you will find the full citation below.\n\n\u003e [!TIP]\n\u003e **Cite Xradar as:**\n\u003e\n\u003e *{{ apa_citation }}*\n\n## About\n\nAt a developer meeting held in the course of the ERAD2022 conference in Locarno, Switzerland, future plans and cross-package collaboration of the [openradarscience](https://openradar.discourse.group/) community were intensively discussed.\n\nThe consensus was that a close collaboration that benefits the entire community can only be maximized through joint projects. So the idea of a common software project whose only task is to read and write radar data was born. The data import should include as many available data formats as possible, but the data export should be limited to the recognized standards, such as [ODIM_H5](https://www.eumetnet.eu/activities/observations-programme/current-activities/opera/) and [CfRadial](https://github.com/NCAR/CfRadial).\n\nAs memory representation an xarray based data model was chosen, which is internally adapted to the forthcoming standard CfRadial2.1/FM301. FM301 is enforced by the [Joint Expert Team on Operational Weather Radar (JET-OWR)](https://community.wmo.int/governance/commission-membership/commission-observation-infrastructure-and-information-systems-infcom/commission-infrastructure-officers/infcom-management-group/standing-committee-measurements-instrumentation-and-traceability-sc-mint/joint-expert-team). Information on FM301 is available at WMO as [WMO CF Extensions](https://community.wmo.int/activity-areas/wis/wmo-cf-extensions) and is described in the [WMO Manual on Codes](https://library.wmo.int/idurl/4/35625).\n\nAny software package that uses xarray in any way will then be able to directly use the described data model and thus quickly and easily import and export radar data. Another advantage is the easy connection to already existing [open source radar processing software](https://openradarscience.org/pages/projects/#).\n\n## Status\n\nXradar is considered stable for the implemented readers and writers which have been ported from wradlib. It will remain in beta status until the standard is finalized and the API as well as data model will move into stable/production status.\n\n\u003e [!IMPORTANT]\n\u003e Currently only polar (radial) and not cartesian or any other gridded radar data can be imported!\n\n## Features\n\n### Import/Export Capabilities\n* [CfRadial1 and CfRadial2](https://github.com/NCAR/CfRadial) — CF/Radial convention for radar data\n* [ODIM_H5](https://www.eumetnet.eu/activities/observations-programme/current-activities/opera/) — EUMETNET OPERA Data Information Model (HDF5)\n\n### Import-Only Capabilities\n* DataMet — DataMet weather radar\n* [Furuno](https://www.furuno.com/en/products/weather-radar/) — Furuno weather radar\n* [Gamic](https://gamic.com/) — GAMIC HDF5\n* [HPL](https://hfreval.com/) — Halo Photonics Lidar\n* [IMD](https://mausam.imd.gov.in/) — India Meteorological Department\n* [Iris](https://www.vaisala.com/en/products/weather-environmental-sensors/thunderstorm-and-weather-radars) — Vaisala IRIS/Sigmet\n* [MRR](https://metek.de/product/mrr-pro/) — Micro Rain Radar (METEK)\n* [NexradLevel2](https://www.ncei.noaa.gov/products/radar/next-generation-weather-radar) — NEXRAD WSR-88D Level 2\n* [Rainbow](https://www.leonardo.com/en/products/meteor-family) — LEONARDO (formerly Selex/Gematronik) Rainbow\n* [UF](https://journals.ametsoc.org/view/journals/bams/61/11/1520-0477-61_11_1401.xml) — Universal Format\n\n### Data Transformation and Alignment\n* Georeferencing (AEQD projection)\n* Angle Reindexing\n* Format Transformation support to CfRadial1 and CfRadial2\n\n\u003e [!NOTE]\n\u003e All formats load into CfRadial2, so converting to CfRadial1 is seamless.\n\n## Contributors\n\nThanks to our many contributors!\n\n[![Contributors](https://contrib.rocks/image?repo=openradar/xradar)](https://github.com/openradar/xradar/graphs/contributors)\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.7091736"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["closember","weather-radars","pyart","radar-processing","atmospheric-science","precipitation","rainfall"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/352843","html_url":"https://ost.ecosyste.ms/projects/352843"}