| Data Type | Source | Generation Method | Format | File Size Order | License |
|---|---|---|---|---|---|
| Imagery | DigitalGlobe | Satellite(RGB) | GeoTIFF | ~3 TB | Creative Commons 4.0 |
| Imagery | NOAA | Aerial(RGB) | GeoTIFF | ~60 GB | US Government Works |
| Damage Annotations* | TOMNOD | Crowdsourced | Vector | ~1 MB | Creative Commons 4.0 |
| Damage Annotations | FEMA | Assessed by FEMA | Vector | ~20 MB | US Government Works |
| Building Footprints | Oak Ridge National Lab | Proprietary Algorithm | Vector | ~2 GB | US Government Works |
| Building Footprints | Microsoft | Proprietary Algorithm | Vector | ~3 GB | Open Data Commons Open Database License |
| Parcel Data** | Affected County Appraisal Districts | Assessed by Appraisers | Vector | ~1 GB | Variable |
*Damage annotations from TOMNOD are collected through crowdsourcing and vary in quality, so visual inspection is recommended for preparing training data
**Parcel data was collected by contacting each County Appraisal District Office
(Include our geojson file and what we’ve changed Manually removed data List of removed of bounding boxes (from An))
The processed data is available via the PostGIS Server:
project_folder/
|- data/
|- url_tif_list.txt
|- digitalglobe_images_directory/
|- onebanded_digitalglobe_images/
|- layer1.shp
|- layer2.shp
|- mergedlayer.shp
|-
|-
|-
|- tifffolder/
|- geojson of bounding boxes geometry and image id
|- geojson of bounding boxes with pixel bounds in a string column