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This package has third party packages that have their own licenses that are appended to the MEWS license.\r\n\r\nOrganization\r\n------------\r\n\r\nDirectories\r\n  * mews - Python package\r\n  * dist - wheel and tar.gz binaries for installing mews 1.1\r\n  * docs - UNDER CONSTRUCTION - inital build available on ReadTheDocs (https://mews.readthedocs.io/en/latest/)\r\n  * information - contains general information about MEWS\r\n  * examples - current working example is run_mews_extreme_temperature_example_v_1_1.py. All others are deprecated or use older techniques\r\n\r\nInstallation\r\n------------\r\n  * To install the latest released version:\r\n    \r\n    ```\r\n    pip install mews\r\n    ```\r\n    \r\n    For the current code:\r\n    \r\n    ```\r\n    cd \u003c a directory you want to work with \u003e\r\n    python -m venv \u003ca virtual environment name\u003e\r\n    \u003ca virtual environment name\u003e/Scripts/activate\r\n    git clone git@github.com:sandialabs/MEWS.git\r\n    cd MEWS\r\n    pip install -e .\r\n    ```\r\n    If this does not work an alternative method is to:\r\n    \r\n    ```\r\n    cd \u003c a directory you want to work with \u003e\r\n    python -m venv \u003ca virtual environment name\u003e\r\n    \u003ca virtual environment name\u003e/Scripts/activate\r\n    git clone git@github.com:sandialabs/MEWS.git\r\n    cd MEWS\r\n    pip install -r requirements.txt\r\n    python setup.py develop\r\n    ```\r\n    \r\n    Then run the following to ensure the code passes unit testing\r\n    \r\n    ```\r\n    pip install pytest\r\n    pytest\r\n    ```\r\n    \r\n    All tests should pass. Sometimes failures occur if you have tex on your computer.\r\n    \r\n    The API for MEWS is only documented in the code and has many inputs. The best example of how to use the latest version is available in examples/run_mews_extreme_temperature_example_v_1_1.py\r\n    the other examples are either depricated or are not being kept up to date presently.\r\n\r\nOther Installation Requirements\r\n-------------------------------\r\n  * MEWS requires Cython which needs a C compiler in place. For windows, this can be the visual studio free Microsoft Visual C++ 14.0 Build Tools \r\nthat are freely available at https://visualstudio.microsoft.com/visual-cpp-build-tools/. Download the build tools and install them. It is necessary\r\nto assure the correct version of the build tools is installed. The stack exchange thread below shows how to verify the correct version is installed.\r\n\r\nhttps://stackoverflow.com/questions/66838238/cython-setup-py-cant-find-installed-visual-c-build-tools\r\n\r\n   * MEWS downloads CMIP6 data when using the ClimateScenario class. This step can be messy though and requires many retries when downloading the data live from multiple servers. As a result, the entire dataset (~24Gb) has been uploaded to https://osf.io/ts9e8/files/osfstorage and is publicly available to manually download.\r\n\r\nDownload the CMIP6_Data_Files file and then make its local path equal to the \"output_folder\" parameter for the ClimateScenario class in\r\n\r\nmews.weather.climate.ClimateScenario\r\n\r\nUsing MEWS\r\n--------\r\nA training video has been made available at: https://drive.google.com/file/d/1B-G5yGu0BFXCqj0BYfu_e8XFliAoeoRi/view?usp=drive_link\r\n\r\nMEWS has many classes that have their API's documented in the code. These classes have specialized functions that most users will not want to work with.\r\nThe MEWS function for heat waves is:\r\n\r\n```\r\nfrom mews.run_mews import extreme_temperature\r\n```\r\n\r\nThe example in MEWS/examples/run_mews_extreme_temperature_v_1_1.py shows how to use extreme_temperature. The repository now contains\r\npre-processed solution files for the following cities:         \r\n\r\n```\r\ncities = [\"Chicago\",\r\n          \"Baltimore\",\r\n          \"Minneapolis\",\r\n          \"Phoenix\",\r\n          'Miami',\r\n          'Houston'\r\n          'Atlanta', \r\n          'LasVegas',\r\n          'LosAngeles',\r\n          'SanFrancisco',\r\n          'Albuquerque',\r\n          'Seattle', \r\n          'Denver',\r\n          'Helena', \r\n          'Duluth',\r\n          'Fairbanks',\r\n          'McAllen',\r\n          'Kodiak',\r\n          'Worcester']\r\n ```\r\n         \r\nThe extreme_temperature input parameters can be used to only generate files from the solutions rather than running the lengthy optimization process again.\r\n\r\nInside \"MEWS/examples/example_data\" are folders for each city and inside these folders you can find the solution files in \"results\" and \"mews_epw_results\" folder for EnergyPlus epw files. \r\n\r\nContact \r\n--------\r\n\r\n   * Daniel Villa, Sandia National Laboratories (SNL) dlvilla@sandia.gov\r\n   \r\nCiting MEWS\r\n-----------\r\nYou can cite MEWS with one or more of the following:\r\n* Daniel L. Villa, Sang Hoon Lee, Carlo Bianchi, Juan Pablo Carvallo, Illya Azaroff, Andrea Mammoli and Tyler Schostek 2023. \"Multi-scenario Extreme Weather Simulator Application to Heat Waves: Ko’olauloa Community Resilience Hub,\" _Science and Technology for the Built Environment_ https://doi.org/10.1080/23744731.2023.2279467\r\n\r\n* Villa, Daniel L., Tyler J. Schostek, Krissy Govertsen, and Madeline Macmillan. 2023. \"A Stochastic Model of Future Extreme Temperature Events for Infrastructure Analysis.\" _Environmental Modeling \u0026 Software_ https://doi.org/10.1016/j.envsoft.2023.105663.\r\n\r\n* Villa, Daniel L., Juan Carvallo, Carlo Bianchi, and Sang Hoon Lee. 2022. \"Multi-scenario Extreme Weather Simulator Application to Heat Waves.\" _2022 Building Performance Analysis Conference and SimBuild co-organized by ASHRAE and IBPSA-USA_ https://doi.org/10.26868/25746308.2022.C006\r\n\r\n\r\nSandia Funding Statement\r\n------------------------\r\nSandia National Laboratories is a multimission laboratory managed and operated by National Technology and Engineering Solutions of Sandia, LLC., a wholly owned subsidiary of Honeywell International, Inc., for the U.S. Department of Energy's National Nuclear Security Administration under contract DE-NA-0003525.\r\n\r\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.1080/23744731.2023.2279467","https://doi.org/10.1016/j.envsoft.2023.105663","https://doi.org/10.26868/25746308.2022.C006"],"works":{"https://doi.org/10.1080/23744731.2023.2279467":{"id":"https://openalex.org/W4388538373","doi":"https://doi.org/10.1080/23744731.2023.2279467","title":"Multi-scenario Extreme Weather Simulator Application to Heat Waves: Ko’olauloa Community Resilience Hub","display_name":"Multi-scenario Extreme Weather Simulator Application to Heat Waves: Ko’olauloa Community Resilience Hub","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388538373","doi":"https://doi.org/10.1080/23744731.2023.2279467"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/23744731.2023.2279467","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/23744731.2023.2279467?needAccess=true","source":{"id":"https://openalex.org/S2764534234","display_name":"Science and Technology for the Built Environment","issn_l":"2374-4731","issn":["2374-474X","2374-4731"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor \u0026 Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor \u0026 Francis"],"type":"journal"},"license":"cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/23744731.2023.2279467?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054461729","display_name":"Daniel Villa","orcid":"https://orcid.org/0000-0001-5339-4902"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel L. 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