Welcome to the Urban Heat Risk Index repository! This project aims to raise awareness about the phenomenon of Urban Heat Islands (UHIs) and identify these hotspots using advanced Location Intelligence techniques powered by ArcGIS.
Urban Heat Islands are areas within urban environments that experience significantly higher temperatures than their rural surroundings. This temperature difference is primarily due to human activities, dense infrastructure, and limited vegetation. UHIs can exacerbate heatwaves, increase energy consumption, and negatively impact public health.
- Raise Awareness: Educate the public and policymakers about the causes and consequences of Urban Heat Islands.
- Identify UHIs: Utilize Location Intelligence and ArcGIS to pinpoint areas most affected by UHIs.
- Mitigate Risks: Provide data-driven insights to help develop strategies for mitigating the adverse effects of UHIs.
We gather data from various sources, including satellite imagery, weather stations, and urban infrastructure databases. This data is then processed and analyzed using ArcGIS to create detailed heat maps.
Using ArcGIS, we apply spatial analysis techniques to identify patterns and correlations between urban features and temperature variations. This helps us pinpoint specific areas that are most susceptible to the UHI effect.
Screenshot: ModelBuilder Heat Risk Index
The results are visualized through interactive maps and dashboards, making it easy for stakeholders to understand the extent and impact of UHIs in their regions.
- ArcGIS Location Platform
- Basic knowledge of GIS and Spatial Data Science
- Clone the repository:
git clone https://github.com/EsriDE/urban-heat-risk-index.git
- Navigate to the project directory:
cd urban-heatrisk-index
- Install the required dependencies:
pip install -r requirements.txt
- Load your data into ArcGIS.
- Run the analysis scripts provided in the
scripts
directory. - Visualize the results using the templates in the
visualizations
directory.
We welcome contributions from anyone and everyone. Please see our guidelines for contributing.
This project is licensed under the Apache V2 License - see the LICENSE file for details.
We would like to thank the ArcGIS community and all the contributors who have helped make this project possible.