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Change","sub_category":"Earth and Climate Modeling","monthly_downloads":8388,"total_dependent_repos":1,"total_dependent_packages":2,"readme":"[![Build Status](https://github.com/ladybug-tools/uwg/workflows/CI/badge.svg)](https://github.com/ladybug-tools/uwg/actions)\n[![Coverage Status](https://coveralls.io/repos/github/ladybug-tools/uwg/badge.svg?branch=master)](https://coveralls.io/github/ladybug-tools/uwg)\n\n[![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/) [![Python 2.7](https://img.shields.io/badge/python-2.7-green.svg)](https://www.python.org/downloads/release/python-270/) [![IronPython](https://img.shields.io/badge/ironpython-2.7-red.svg)](https://github.com/IronLanguages/ironpython2/releases/tag/ipy-2.7.8/)\n\n# uwg\n\nThe Urban Weather Generator (uwg) is a Python application for modeling the [urban heat island effect](https://en.wikipedia.org/wiki/Urban_heat_island). Specifically, it morphs rural [EnergyPlus weather (.epw) files](http://www.ladybug.tools/epwmap/) to reflect average conditions within the urban canyon using a range of properties including:\n\n* Building geometry (including building height, ground coverage, window:wall area, and facade:site area)\n* Building use (including program type, HVAC systems, and occupancy/equipment scheduling)\n* Cooling system heat rejection to the outdoors (for Summer)\n* Indoor heat leakage to the outdoors (for Winter)\n* Urban materials (including the thermal mass, albedo and emissivity of roads, walls, and roofs)\n* Anthropogenic heat from traffic (including traffic schedules)\n* Vegetation coverage (both trees and shrubs)\n* Atmospheric heat transfer from urban boundary and canopy layers\n\nThe [original Urban Weather Generator](http://urbanmicroclimate.scripts.mit.edu/uwg.php) was developed by Bruno Bueno for [his PhD thesis at MIT](https://dspace.mit.edu/handle/1721.1/59107).  Since this time, it has been validated 3 times and has been [enhanced by Aiko Nakano](https://dspace.mit.edu/handle/1721.1/108779).  In 2016, Joseph Yang also [improved the engine and added a range of building templates](https://dspace.mit.edu/handle/1721.1/107347).\n\nThis repository is a Python translation of the original [MATLAB Urban Weather Generator](https://github.com/hansukyang/UWG_Matlab).\n\n# Example\nHere is a Python example that shows how to create and run an Urban Weather Generator object.\n\n```python\nfrom uwg import UWG\n\n# Define the .epw, .uwg paths to create an uwg object.\nepw_path = \"resources/SGP_Singapore.486980_IWEC.epw\" # available in resources directory.\n\n\n# Initialize the UWG model by passing parameters as arguments, or relying on defaults\nmodel = UWG.from_param_args(epw_path=epw_path, bldheight=10, blddensity=0.5,\n                            vertohor=0.8, grasscover=0.1, treecover=0.1, zone='1A')\n\n# Uncomment these lines to initialize the UWG model using a .uwg parameter file\n# param_path = \"initialize_singapore.uwg\"  # available in resources directory.\n# model = UWG.from_param_file(param_path, epw_path=epw_path)\n\nmodel.generate()\nmodel.simulate()\n\n# Write the simulation result to a file.\nmodel.write_epw()\n```\n\n## Installation\n```console\npip install uwg\n```\n\n## QuickStart\n```python\nimport uwg\n\n```\n\n## [API Documentation](http://ladybug-tools.github.io/uwg/docs)\n\n## Local Development\n1. 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