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srcset=\"https://carbonplan-assets.s3.amazonaws.com/monogram/light-small.png\"\u003e\n  \u003cimg alt=\"CarbonPlan monogram.\" height=\"48\" src=\"https://carbonplan-assets.s3.amazonaws.com/monogram/dark-small.png\"\u003e\n\u003c/picture\u003e\n\u003c/a\u003e\n\u003c/p\u003e\n\n# carbonplan / data\n\n**data catalog and curation**\n\n[![CI](https://github.com/carbonplan/data/actions/workflows/main.yaml/badge.svg)](https://github.com/carbonplan/data/actions/workflows/main.yaml)\n[![PyPI](https://img.shields.io/pypi/v/carbonplan-data)](https://pypi.org/project/carbonplan-data/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n\nThis repository includes our main data catalog as well as our pre-processing utilities.\n\n## install\n\n```shell\npython -m pip install carbonplan[data]\n```\n\n## usage\n\nThe CarbonPlan data archives are currently mirrored on Google Cloud Storage (US-Central) and\nAWS (us-west-2). Set the `CARBONPLAN_DATA` environment variable before using the\nIntake catalog below:\n\n```shell\n# google (us-central)\nexport CARBONPLAN_DATA=\"https://storage.googleapis.com/carbonplan-data\"\n# or\n# s3 (us-west-2)\nexport CARBONPLAN_DATA=\"https://carbonplan-data.s3.us-west-2.amazonaws.com\"\n```\n\n```python\n# open the top level catalog\nfrom carbonplan.data import cat\n\n# extract an entry as a Dask-backed Xarray Dataset\ncat.mtbs[\"raster\"](region=\"conus\", resolution=\"4000m\").to_dask()\n```\n\n---\n\n## developer documentation\n\nTo run the unit and integration tests for this API, run:\n\n```shell\n$ pytest -v\n```\n\nCatalog entries scan be marked as either _skip_ or _xfail_ by setting the `ci` key in the metadata dictionary:\n\n```yaml\nfoo:\n  description: \"skip this entry in the CI tests\"\n  metadata:\n    ci: skip\n```\n\n## license\n\nAll the code in this repository is [MIT](https://choosealicense.com/licenses/mit/)-licensed. When possible, the data is licensed using the [CC-BY-4.0](https://choosealicense.com/licenses/cc-by-4.0/) license. We include attribution and additional license information for third party datasets, and we request that you also maintain that attribution if using this data.\n\n## about us\n\nCarbonPlan is a nonprofit organization that uses data and science for climate action. We aim to improve the transparency and scientific integrity of climate solutions with open data and tools. Find out more at [carbonplan.org](https://carbonplan.org/) or get in touch by [opening an issue](https://github.com/carbonplan/data/issues/new) or [sending us an email](mailto:hello@carbonplan.org).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcarbonplan%2Fdata","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcarbonplan%2Fdata","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcarbonplan%2Fdata/lists"}