Data documentation

August 9, 2018 · View on GitHub

Data TypeSourceGeneration MethodFormatFile Size OrderLicense
ImageryDigitalGlobeSatellite(RGB)GeoTIFF~3 TBCreative Commons 4.0
ImageryNOAAAerial(RGB)GeoTIFF~60 GBUS Government Works
Damage Annotations*TOMNODCrowdsourcedVector~1 MBCreative Commons 4.0
Damage AnnotationsFEMAAssessed by FEMAVector~20 MBUS Government Works
Building FootprintsOak Ridge National LabProprietary AlgorithmVector~2 GBUS Government Works
Building FootprintsMicrosoftProprietary AlgorithmVector~3 GBOpen Data Commons Open Database License
Parcel Data**Affected County Appraisal DistrictsAssessed by AppraisersVector~1 GBVariable

*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:

Data organization

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