Warmning is a webapp that generates heat-related risk warnings through notifications and interactive maps. Also provide guidance in an easy interactive way.
Visit https://warmning.co/ for more details!
Disclaimer: This project is currently under construction. Some features might not be fully functional. And was developed in response to NASA International Space Apps Challenge / Casablanca
Using Earth Observations (EO) and other models (e.g. Sensors...) together with local crowdsourced data our webapp will provide warnings (e.g., heat stress intensity duration levels, potentiel fire), estimate potential human and environmental/ecological impacts, and provide guidance on mitigation measures that are adopted at the individual and national policy levels. Our web app will also be available as a Mobile App.
Project demo (30s): https://youtu.be/5EuCYBgb5_U / Project pitch (~5min): https://youtu.be/TXBckrKXFsk
More details can be found in the subfolders listed bellow.
Repository Structure:
| Folder | Description |
|---|---|
| data | Various types of collected and analyzed data |
| src | Code of the user interface |
| res | Static resources |
| sample | User interface demos |
| doc | Documentation |
| README | Introduction |
Each subfolder has it own README.
- Collect various types of data: the source code and the details of what and how the data was collected can be found in data.
- Analyze, mix and visualize the data: the source code and the details of how the data was analyzed, mixed and visualized can also be found in both data and src based on the datatype.
- Code the data to be available in the user interface: the source code and the details of how the data was coded can be found in a src.
- The user interface demo can be found detailed in sample.
- More details about the project description, work process, and current stage can be found in doc.
Meet the team:
Oussama Hichou: Team LeaderAcile Chahboun: Resources Investigator
Nouhaila Innan: Data Scientist
Akram Bellouk: Hardware Developer
Salma El Barbori: Software Developer

