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Change","sub_category":"Climate Data Processing and Analysis","monthly_downloads":469,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# Climakitae\n\n[![codecov](https://codecov.io/gh/cal-adapt/climakitae/branch/main/graph/badge.svg)](https://codecov.io/gh/cal-adapt/climakitae)\n[![CI](https://github.com/cal-adapt/climakitae/workflows/ci-main/badge.svg)](https://github.com/cal-adapt/climakitae/actions/workflows/ci-main.yml)\n[![Documentation Status](https://readthedocs.org/projects/climakitae/badge/?version=latest)](https://climakitae.readthedocs.io/en/latest/?badge=latest)\n[![PyPI version](https://badge.fury.io/py/climakitae.svg)](https://badge.fury.io/py/climakitae)\n[![Python](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/)\n[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![DOI:10.5281/zenodo.18111936](https://zenodo.org/badge/DOI/10.5281/zenodo.18111936.svg)](https://doi.org/10.5281/zenodo.18111936)\n\n\n**A powerful Python toolkit for climate data analysis and retrieval from the Cal-Adapt Analytics Engine (AE).**\n\nClimakitae provides intuitive tools for accessing, analyzing, and visualizing downscaled CMIP6 data, enabling researchers and practitioners to perform comprehensive climate impact assessments for California.\n\n\u003e [!WARNING]\n\u003e This package is under active development. APIs may change between versions.\n\n## Key Features\n\n- 🌡️ **Comprehensive Climate Data Access**: Retrieve climate variables from hosted climate models\n- 📊 **Downscaled Climate Models**: Access dynamical (WRF) and statistical (LOCA2) downscaling methods  \n- 🗺️ **Spatial Analysis Tools**: Built-in support for geographic subsetting and spatial aggregation\n- 📈 **Climate Indices**: Calculate heat indices, warming levels, and extreme event metrics\n- 🔧 **Flexible Data Export**: Export to NetCDF, CSV, and Zarr\n- 📱 **GUI Integration**: Works seamlessly with [climakitaegui](https://github.com/cal-adapt/climakitaegui) for interactive analysis\n\n## About Cal-Adapt\n\nClimakitae is developed as part of the [Cal-Adapt Analytics Engine](https://analytics.cal-adapt.org), a platform for California climate data and tools. Cal-Adapt provides access to cutting-edge climate science to support adaptation planning and decision-making.\n\n## Getting Started\n\n### Installation via Conda\n\n#### Prerequisites\n\n- Python 3.12 | 3.13\n- [conda / miniconda](https://www.anaconda.com/docs/getting-started/miniconda/install#quickstart-install-instructions)\n\n#### Install latest release with `conda` on Linux\n\nFor additional details on the latest version and step-by-step installation instructions please visit [the wiki](https://github.com/cal-adapt/climakitae/wiki)\n\n```bash\n# create a conda environment with \nconda create -n climakitae python=3.13 -y\nconda activate climakitae\npip install climakitae\n```\n\n### Installation via Pip\n\n#### Prerequisites\n\n- Python 3.12\n- pip\n\n#### Install latest release with `pip` on Linux\n\nFor additional details on the latest version and step-by-step installation instructions please visit [the wiki](https://github.com/cal-adapt/climakitae/wiki)\n\n```bash\npip install --upgrade pip\npip install climakitae\n```\n\n### Basic Usage\n\n```python\nfrom climakitae.core.data_interface import get_data\n\n# Retrieve temperature data for California\ndata = get_data(\n    variable=\"Air Temperature at 2m\",\n    downscaling_method=\"Dynamical\", \n    resolution=\"9 km\",\n    timescale=\"monthly\",\n    scenario=\"SSP 3-7.0\",\n    cached_area=\"CA\"\n)\n\n# Data is returned as an xarray Dataset\nprint(data)\n```\n\n## Documentation\n\n| Resource | Description |\n|----------|-------------|\n| [**AE Navigation Guide**](https://github.com/cal-adapt/cae-notebooks/blob/main/AE_navigation_guide.ipynb) | Interactive notebook tutorial |\n| [**API Reference**](https://climakitae.readthedocs.io/en/latest/) | Complete API documentation |\n| [**AE Notebooks**](https://github.com/cal-adapt/cae-notebooks) | Sample notebooks and scripts |\n| [**Contributing**](https://climakitae.readthedocs.io/en/latest/contribute.html) | Development guidelines |\n\n## Development Setup\n\n### Prerequisites\n\n- Python 3.12\n- [conda / miniconda](https://www.anaconda.com/docs/getting-started/miniconda/install#quickstart-install-instructions)\n\n### Dev Environment Setup (Linux)\n\n```bash\ngit clone https://github.com/cal-adapt/climakitae.git\ncd climakitae\nconda create -n climakitae --file conda-linux-64.lock\nconda activate climakitae\n```\n\n### Running Tests\n\n```bash\n# Run basic tests\npytest -m \"not advanced\"\n\n# Run all tests\npytest\n\n# Run with coverage\npip install pytest-cov\npytest --cov=climakitae --cov-report=html\n```\n\n### Code Formatting (pre-commit hook)\n\nThis repo uses [Black](https://github.com/psf/black) for code formatting. To ensure your commits are formatted consistently with CI, install the pre-commit hook:\n\n```bash\npip install pre-commit\npre-commit install\n```\n\nBlack will now run automatically on every commit. To run it manually:\n\n```bash\npre-commit run black --all-files\n```\n\n## Contributing\n\nWe welcome contributions! Please see our [contributing guidelines](https://climakitae.readthedocs.io/en/latest/contribute.html) for details on:\n\n- 🐛 Reporting bugs\n- 💡 Requesting features  \n- 🔧 Submitting code changes\n- 📖 Improving documentation\n\n### Quick Development Workflow\n\nOpen a ⚙️ [code improvement issue](https://github.com/cal-adapt/climakitae/issues/new/choose) describing the feature you'd like to develop.\n\nThen, checkout and setup your branch:\n```bash\n# Fork the repo and create a feature branch\ngit checkout -b feature/your-feature-name\n\n# Make your changes and add tests\n# ...\n\n# Run tests and linting\npytest\npre-commit run black --all-files\n\n# Submit a pull request\n```\n\nWhen submitting a pull request, please tag at least two project maintainers/developers for review.\n\n## License\n\nThis project is licensed under the BSD 3-Clause License - see the [LICENSE](LICENSE) file for details.\n\n## Related Projects\n\n- [**climakitaegui**](https://github.com/cal-adapt/climakitaegui) - Interactive GUI tools for climakitae\n- [**cae-notebooks**](https://github.com/cal-adapt/cae-notebooks) - Example notebooks and tutorials\n\n## Support\n\n- 📧 **Email**: [analytics@cal-adapt.org](mailto:analytics@cal-adapt.org)\n- 🐛 **Issues**: [GitHub Issues](https://github.com/cal-adapt/climakitae/issues)\n- 💬 **Discussions**: [GitHub Discussions](https://github.com/cal-adapt/climakitae/discussions)\n\n---\n\n## Contributors\n\n[![Contributors](https://contrib.rocks/image?repo=cal-adapt/climakitae)](https://github.com/cal-adapt/climakitae/graphs/contributors)\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.18111936"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["pangeo"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/190601","html_url":"https://ost.ecosyste.ms/projects/190601"}