Code repository for the Canadian Optimized Statistical Smoke Exposure Model (CanOSSEM)
The script files will be added here.
| S. No. | Task | Task Description | Directory |
|---|---|---|---|
| 1. | Project workflow and cheatsheets | GitHub workflow, project overview, template documents and cheatsheets | docs |
| 2. | Input data ETL and base raster creation | Input data extraction from different sources, cleaning and preparing for transformation; also includes CanOSSEM base raster creation | data_exploration |
| 3. | Data transformation and raster cell assignment | Processed data transformed to match CanOSSEM raster cells, creation of complete datasets binding daily data from different sources | data_transformation |
| 4. | Model development | Development of machine learning models, cross validation techniques, dataset correlations | model_development |
| 5. | Spatial data for population, timezone, boundaries | Spatial data used for GPW population assignment, simplified digital boundaries, high resolution administrative boundaries, BC boundary, CanOSSEM base raster region assignment | spatial_data |
| 8. | CanOSSEM-related projects | Parallel exploration projects stemming from CanOSSEM | side_hustles |
Contact Information Naman Paul
Email: naman.paul@bccdc.ca